2024-03-24 20:29:07,901 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.12 (default) [GCC 7.5.0]
CUDA available: True
GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.2.r11.2/compiler.29618528_0
GCC: gcc (GCC) 6.1.0
PyTorch: 1.9.0+cu111
PyTorch compiling details: PyTorch built with:
  - GCC 7.3
  - C++ Version: 201402
  - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.1
  - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
  - CuDNN 8.0.5
  - Magma 2.5.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, 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 -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=1.9.0, 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: 0.10.0+cu111
OpenCV: 4.5.5
MMCV: 1.4.0
MMCV Compiler: GCC 6.1
MMCV CUDA Compiler: 11.2
MMDetection: 2.14.0
MMSegmentation: 0.14.1
MMDetection3D: 0.17.1+723b194
------------------------------------------------------------

2024-03-24 20:29::50:08,810 - mmdet - INFO - Distributed training: True
2024-03-24 20:29:09,665 - mmdet - INFO - Set random seed to 0, deterministic: True
2024-03-24 20:29:10,219 - mmdet - INFO - initialize ResNet with init_cfg [{'type': 'Kaiming', 'layer': 'Conv2d'}, {'type': 'Constant', 'val': 1, 'layer': ['_BatchNorm', 'GroupNorm']}]
2024-03-24 20:29:10,373 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,373 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,374 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,375 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,375 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,376 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,377 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,378 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,382 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,386 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,390 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,394 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,398 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,402 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,406 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,410 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,414 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,418 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,422 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,426 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,430 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,434 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,438 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,442 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,446 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,450 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,454 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,458 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,462 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,466 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,482 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,498 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,513 - mmdet - INFO - initialize Bottleneck with init_cfg {'type': 'Constant', 'val': 0, 'override': {'name': 'norm3'}}
2024-03-24 20:29:10,552 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'}
Name of parameter - Initialization information

size mismatch for img_neck.lateral_convs.0.conv.weight: copying a param with shape torch.Size([256, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 2048, 1, 1]).
unexpected key in source state_dict: bbox_head.bld_alpha, bbox_head.cls_convs.0.conv.weight, bbox_head.cls_convs.0.conv.bias, bbox_head.cls_convs.0.gn.weight, bbox_head.cls_convs.0.gn.bias, bbox_head.cls_convs.1.conv.weight, bbox_head.cls_convs.1.conv.bias, bbox_head.cls_convs.1.conv.conv_offset.weight, bbox_head.cls_convs.1.conv.conv_offset.bias, bbox_head.cls_convs.1.gn.weight, bbox_head.cls_convs.1.gn.bias, bbox_head.reg_convs.0.conv.weight, bbox_head.reg_convs.0.conv.bias, bbox_head.reg_convs.0.gn.weight, bbox_head.reg_convs.0.gn.bias, bbox_head.reg_convs.1.conv.weight, bbox_head.reg_convs.1.conv.bias, bbox_head.reg_convs.1.conv.conv_offset.weight, bbox_head.reg_convs.1.conv.conv_offset.bias, bbox_head.reg_convs.1.gn.weight, bbox_head.reg_convs.1.gn.bias, bbox_head.conv_cls_prev.0.conv.weight, bbox_head.conv_cls_prev.0.conv.bias, bbox_head.conv_cls_prev.0.gn.weight, bbox_head.conv_cls_prev.0.gn.bias, bbox_head.conv_cls.weight, bbox_head.conv_cls.bias, bbox_head.conv_reg_prevs.0.0.conv.weight, bbox_head.conv_reg_prevs.0.0.conv.bias, bbox_head.conv_reg_prevs.0.0.gn.weight, bbox_head.conv_reg_prevs.0.0.gn.bias, bbox_head.conv_reg_prevs.1.0.conv.weight, bbox_head.conv_reg_prevs.1.0.conv.bias, bbox_head.conv_reg_prevs.1.0.gn.weight, bbox_head.conv_reg_prevs.1.0.gn.bias, bbox_head.conv_reg_prevs.2.0.conv.weight, bbox_head.conv_reg_prevs.2.0.conv.bias, bbox_head.conv_reg_prevs.2.0.gn.weight, bbox_head.conv_reg_prevs.2.0.gn.bias, bbox_head.conv_reg_prevs.3.0.conv.weight, bbox_head.conv_reg_prevs.3.0.conv.bias, bbox_head.conv_reg_prevs.3.0.gn.weight, bbox_head.conv_reg_prevs.3.0.gn.bias, bbox_head.conv_reg_prevs.5.0.conv.weight, bbox_head.conv_reg_prevs.5.0.conv.bias, bbox_head.conv_reg_prevs.5.0.gn.weight, bbox_head.conv_reg_prevs.5.0.gn.bias, bbox_head.conv_regs.0.weight, bbox_head.conv_regs.0.bias, bbox_head.conv_regs.1.weight, bbox_head.conv_regs.1.bias, bbox_head.conv_regs.2.weight, bbox_head.conv_regs.2.bias, bbox_head.conv_regs.3.weight, bbox_head.conv_regs.3.bias, bbox_head.conv_regs.4.weight, bbox_head.conv_regs.4.bias, bbox_head.conv_regs.5.weight, bbox_head.conv_regs.5.bias, bbox_head.conv_dir_cls_prev.0.conv.weight, bbox_head.conv_dir_cls_prev.0.conv.bias, bbox_head.conv_dir_cls_prev.0.gn.weight, bbox_head.conv_dir_cls_prev.0.gn.bias, bbox_head.conv_dir_cls.weight, bbox_head.conv_dir_cls.bias, bbox_head.conv_attr_prev.0.conv.weight, bbox_head.conv_attr_prev.0.conv.bias, bbox_head.conv_attr_prev.0.gn.weight, bbox_head.conv_attr_prev.0.gn.bias, bbox_head.conv_attr.weight, bbox_head.conv_attr.bias, bbox_head.conv_depth_cls_prev.0.conv.weight, bbox_head.conv_depth_cls_prev.0.conv.bias, bbox_head.conv_depth_cls_prev.0.gn.weight, bbox_head.conv_depth_cls_prev.0.gn.bias, bbox_head.conv_depth_cls.weight, bbox_head.conv_depth_cls.bias, bbox_head.conv_centerness_prev.0.conv.weight, bbox_head.conv_centerness_prev.0.conv.bias, bbox_head.conv_centerness_prev.0.gn.weight, bbox_head.conv_centerness_prev.0.gn.bias, bbox_head.conv_centerness.weight, bbox_head.conv_centerness.bias, bbox_head.scales.0.0.scale, bbox_head.scales.0.1.scale, bbox_head.scales.0.2.scale, bbox_head.scales.0.3.scale, bbox_head.scales.1.0.scale, bbox_head.scales.1.1.scale, bbox_head.scales.1.2.scale, bbox_head.scales.1.3.scale, bbox_head.scales.2.0.scale, bbox_head.scales.2.1.scale, bbox_head.scales.2.2.scale, bbox_head.scales.2.3.scale, bbox_head.scales.3.0.scale, bbox_head.scales.3.1.scale, bbox_head.scales.3.2.scale, bbox_head.scales.3.3.scale, bbox_head.scales.4.0.scale, bbox_head.scales.4.1.scale, bbox_head.scales.4.2.scale, bbox_head.scales.4.3.scale, img_neck.lateral_convs.1.conv.weight, img_neck.lateral_convs.1.conv.bias, img_neck.lateral_convs.2.conv.weight, img_neck.lateral_convs.2.conv.bias, img_neck.fpn_convs.1.conv.weight, img_neck.fpn_convs.1.conv.bias, img_neck.fpn_convs.2.conv.weight, img_neck.fpn_convs.2.conv.bias, img_neck.fpn_convs.3.conv.weight, img_neck.fpn_convs.3.conv.bias, img_neck.fpn_convs.4.conv.weight, img_neck.fpn_convs.4.conv.bias

2024-03-24 20:29:36,354 - mmdet - INFO - Start running, host: lizhiqi@HOST-10-142-40-14, work_dir: /home/jiawei/QEBEV/work_dirs/bevformer_Res50
2024-03-24 20:29:36,355 - mmdet - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH   ) CosineAnnealingLrUpdaterHook       
(NORMAL      ) CheckpointHook                     
(NORMAL      ) CustomDistEvalHook                 
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
before_train_epoch:
(VERY_HIGH   ) CosineAnnealingLrUpdaterHook       
(NORMAL      ) DistSamplerSeedHook                
(NORMAL      ) CustomDistEvalHook                 
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
before_train_iter:
(VERY_HIGH   ) CosineAnnealingLrUpdaterHook       
(NORMAL      ) CustomDistEvalHook                 
(LOW         ) IterTimerHook                      
 -------------------- 
after_train_iter:
(ABOVE_NORMAL) OptimizerHook                      
(NORMAL      ) CheckpointHook                     
(NORMAL      ) CustomDistEvalHook                 
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
after_train_epoch:
(NORMAL      ) CheckpointHook                     
(NORMAL      ) CustomDistEvalHook                 
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
before_val_epoch:
(NORMAL      ) DistSamplerSeedHook                
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
before_val_iter:
(LOW         ) IterTimerHook                      
 -------------------- 
after_val_iter:
(LOW         ) IterTimerHook                      
 -------------------- 
after_val_epoch:
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 
after_run:
(VERY_LOW    ) TextLoggerHook                     
(VERY_LOW    ) TensorboardLoggerHook              
 -------------------- 

2024-03-24 20:30:05,159 - my_logger - INFO - 2024-03-24 20:31:02,000 - mmdet - INFO - Epoch [1][0/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4720, loss_bbox: 0.5128, d0.loss_cls: 0.5125, d0.loss_bbox: 0.4373 d1.loss_cls: 0.3695, d1.loss_bbox: 0.4347 d2.loss_cls: 0.4278, d2.loss_bbox: 0.3621 d3.loss_cls: 0.3587, d3.loss_bbox: 0.3254 d4.loss_cls: 0.4536, d4.loss_bbox: 0.5080, loss: 4.9212, grad_norm: 51.9634
2024-03-24 20:30:05,160 - my_logger - INFO - 2024-03-24 20:33:02,000 - mmdet - INFO - Epoch [1][50/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5830, loss_bbox: 0.3417, d0.loss_cls: 0.4787, d0.loss_bbox: 0.4007 d1.loss_cls: 0.4954, d1.loss_bbox: 0.4497 d2.loss_cls: 0.3742, d2.loss_bbox: 0.4357 d3.loss_cls: 0.4018, d3.loss_bbox: 0.4726 d4.loss_cls: 0.5360, d4.loss_bbox: 0.4707, loss: 3.5523, grad_norm: 59.9966
2024-03-24 20:30:05,164 - my_logger - INFO - 2024-03-24 20:35:02,000 - mmdet - INFO - Epoch [1][100/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4347, loss_bbox: 0.4113, d0.loss_cls: 0.5709, d0.loss_bbox: 0.4623 d1.loss_cls: 0.5552, d1.loss_bbox: 0.3093 d2.loss_cls: 0.4690, d2.loss_bbox: 0.5452 d3.loss_cls: 0.4216, d3.loss_bbox: 0.5619 d4.loss_cls: 0.3892, d4.loss_bbox: 0.4854, loss: 4.0137, grad_norm: 54.7047
2024-03-24 20:30:05,167 - my_logger - INFO - 2024-03-24 20:37:02,000 - mmdet - INFO - Epoch [1][150/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3828, loss_bbox: 0.3634, d0.loss_cls: 0.5317, d0.loss_bbox: 0.4940 d1.loss_cls: 0.3183, d1.loss_bbox: 0.5049 d2.loss_cls: 0.4398, d2.loss_bbox: 0.5205 d3.loss_cls: 0.4641, d3.loss_bbox: 0.3111 d4.loss_cls: 0.5461, d4.loss_bbox: 0.4217, loss: 4.3779, grad_norm: 56.7368
2024-03-24 20:30:05,169 - my_logger - INFO - 2024-03-24 20:39:02,000 - mmdet - INFO - Epoch [1][200/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5478, loss_bbox: 0.4950, d0.loss_cls: 0.3726, d0.loss_bbox: 0.3917 d1.loss_cls: 0.4645, d1.loss_bbox: 0.3911 d2.loss_cls: 0.4293, d2.loss_bbox: 0.5683 d3.loss_cls: 0.3999, d3.loss_bbox: 0.3484 d4.loss_cls: 0.5776, d4.loss_bbox: 0.4890, loss: 3.6724, grad_norm: 55.8652
2024-03-24 20:30:05,169 - my_logger - INFO - 2024-03-24 20:41:02,000 - mmdet - INFO - Epoch [1][250/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3376, loss_bbox: 0.3081, d0.loss_cls: 0.5839, d0.loss_bbox: 0.4238 d1.loss_cls: 0.4208, d1.loss_bbox: 0.4386 d2.loss_cls: 0.3938, d2.loss_bbox: 0.4722 d3.loss_cls: 0.4654, d3.loss_bbox: 0.5292 d4.loss_cls: 0.4531, d4.loss_bbox: 0.3467, loss: 4.4667, grad_norm: 53.5013
2024-03-24 20:30:05,170 - my_logger - INFO - 2024-03-24 20:43:02,000 - mmdet - INFO - Epoch [1][300/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5834, loss_bbox: 0.4341, d0.loss_cls: 0.5356, d0.loss_bbox: 0.5963 d1.loss_cls: 0.4697, d1.loss_bbox: 0.3017 d2.loss_cls: 0.5789, d2.loss_bbox: 0.4807 d3.loss_cls: 0.3924, d3.loss_bbox: 0.4720 d4.loss_cls: 0.3632, d4.loss_bbox: 0.3348, loss: 4.7158, grad_norm: 54.5152
2024-03-24 20:30:05,170 - my_logger - INFO - 2024-03-24 20:45:02,000 - mmdet - INFO - Epoch [1][350/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3553, loss_bbox: 0.3942, d0.loss_cls: 0.4598, d0.loss_bbox: 0.4189 d1.loss_cls: 0.3870, d1.loss_bbox: 0.3556 d2.loss_cls: 0.3997, d2.loss_bbox: 0.5889 d3.loss_cls: 0.5010, d3.loss_bbox: 0.3692 d4.loss_cls: 0.5898, d4.loss_bbox: 0.4300, loss: 3.7762, grad_norm: 51.7061
2024-03-24 20:30:05,170 - my_logger - INFO - 2024-03-24 20:47:02,000 - mmdet - INFO - Epoch [1][400/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2898, loss_bbox: 0.5470, d0.loss_cls: 0.5591, d0.loss_bbox: 0.4783 d1.loss_cls: 0.4818, d1.loss_bbox: 0.5993 d2.loss_cls: 0.4311, d2.loss_bbox: 0.5668 d3.loss_cls: 0.5951, d3.loss_bbox: 0.4924 d4.loss_cls: 0.5549, d4.loss_bbox: 0.4207, loss: 4.6499, grad_norm: 52.2482
2024-03-24 20:30:05,171 - my_logger - INFO - 2024-03-24 20:49:02,000 - mmdet - INFO - Epoch [1][450/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3884, loss_bbox: 0.4608, d0.loss_cls: 0.5314, d0.loss_bbox: 0.3256 d1.loss_cls: 0.4000, d1.loss_bbox: 0.5864 d2.loss_cls: 0.4659, d2.loss_bbox: 0.5485 d3.loss_cls: 0.3611, d3.loss_bbox: 0.4880 d4.loss_cls: 0.4931, d4.loss_bbox: 0.3996, loss: 4.1907, grad_norm: 56.8757
2024-03-24 20:30:05,171 - my_logger - INFO - 2024-03-24 20:51:02,000 - mmdet - INFO - Epoch [1][500/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3859, loss_bbox: 0.4438, d0.loss_cls: 0.4772, d0.loss_bbox: 0.3134 d1.loss_cls: 0.5928, d1.loss_bbox: 0.3789 d2.loss_cls: 0.3584, d2.loss_bbox: 0.5713 d3.loss_cls: 0.3239, d3.loss_bbox: 0.5567 d4.loss_cls: 0.3044, d4.loss_bbox: 0.5629, loss: 4.3677, grad_norm: 52.1745
2024-03-24 20:30:05,172 - my_logger - INFO - 2024-03-24 20:53:02,000 - mmdet - INFO - Epoch [1][550/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4614, loss_bbox: 0.5174, d0.loss_cls: 0.3850, d0.loss_bbox: 0.3364 d1.loss_cls: 0.3246, d1.loss_bbox: 0.3546 d2.loss_cls: 0.3508, d2.loss_bbox: 0.4529 d3.loss_cls: 0.3811, d3.loss_bbox: 0.4253 d4.loss_cls: 0.5838, d4.loss_bbox: 0.4915, loss: 3.7973, grad_norm: 50.4632
2024-03-24 20:30:05,172 - my_logger - INFO - 2024-03-24 20:55:02,000 - mmdet - INFO - Epoch [1][600/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5919, loss_bbox: 0.5962, d0.loss_cls: 0.4473, d0.loss_bbox: 0.5869 d1.loss_cls: 0.4516, d1.loss_bbox: 0.3828 d2.loss_cls: 0.5320, d2.loss_bbox: 0.4783 d3.loss_cls: 0.5452, d3.loss_bbox: 0.5620 d4.loss_cls: 0.5032, d4.loss_bbox: 0.5729, loss: 4.6506, grad_norm: 55.8709
2024-03-24 20:30:05,172 - my_logger - INFO - 2024-03-24 20:57:02,000 - mmdet - INFO - Epoch [1][650/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5855, loss_bbox: 0.4231, d0.loss_cls: 0.3384, d0.loss_bbox: 0.5308 d1.loss_cls: 0.3742, d1.loss_bbox: 0.3564 d2.loss_cls: 0.5375, d2.loss_bbox: 0.5001 d3.loss_cls: 0.3500, d3.loss_bbox: 0.5739 d4.loss_cls: 0.5989, d4.loss_bbox: 0.3320, loss: 3.6107, grad_norm: 53.8615
2024-03-24 20:30:05,173 - my_logger - INFO - 2024-03-24 20:59:02,000 - mmdet - INFO - Epoch [1][700/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4811, loss_bbox: 0.4386, d0.loss_cls: 0.5579, d0.loss_bbox: 0.3989 d1.loss_cls: 0.3265, d1.loss_bbox: 0.4562 d2.loss_cls: 0.3853, d2.loss_bbox: 0.5112 d3.loss_cls: 0.3429, d3.loss_bbox: 0.5128 d4.loss_cls: 0.5373, d4.loss_bbox: 0.5688, loss: 4.1221, grad_norm: 56.4179
2024-03-24 20:30:05,173 - my_logger - INFO - 2024-03-24 21:01:02,000 - mmdet - INFO - Epoch [1][750/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5660, loss_bbox: 0.4225, d0.loss_cls: 0.4835, d0.loss_bbox: 0.3486 d1.loss_cls: 0.5972, d1.loss_bbox: 0.4201 d2.loss_cls: 0.5088, d2.loss_bbox: 0.4925 d3.loss_cls: 0.5901, d3.loss_bbox: 0.4986 d4.loss_cls: 0.4988, d4.loss_bbox: 0.4890, loss: 4.8437, grad_norm: 50.4005
2024-03-24 20:30:05,173 - my_logger - INFO - 2024-03-24 21:03:02,000 - mmdet - INFO - Epoch [1][800/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3054, loss_bbox: 0.3260, d0.loss_cls: 0.5797, d0.loss_bbox: 0.4777 d1.loss_cls: 0.4231, d1.loss_bbox: 0.3802 d2.loss_cls: 0.5307, d2.loss_bbox: 0.3370 d3.loss_cls: 0.5127, d3.loss_bbox: 0.5627 d4.loss_cls: 0.5726, d4.loss_bbox: 0.4896, loss: 3.9101, grad_norm: 50.5638
2024-03-24 20:30:05,174 - my_logger - INFO - 2024-03-24 21:05:02,000 - mmdet - INFO - Epoch [1][850/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3683, loss_bbox: 0.5207, d0.loss_cls: 0.4517, d0.loss_bbox: 0.3110 d1.loss_cls: 0.4413, d1.loss_bbox: 0.5117 d2.loss_cls: 0.5445, d2.loss_bbox: 0.5016 d3.loss_cls: 0.3077, d3.loss_bbox: 0.4778 d4.loss_cls: 0.5426, d4.loss_bbox: 0.4677, loss: 4.4385, grad_norm: 52.3777
2024-03-24 20:30:05,174 - my_logger - INFO - 2024-03-24 21:07:02,000 - mmdet - INFO - Epoch [1][900/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5562, loss_bbox: 0.5340, d0.loss_cls: 0.3842, d0.loss_bbox: 0.5359 d1.loss_cls: 0.5754, d1.loss_bbox: 0.4615 d2.loss_cls: 0.5027, d2.loss_bbox: 0.5779 d3.loss_cls: 0.5582, d3.loss_bbox: 0.5079 d4.loss_cls: 0.5858, d4.loss_bbox: 0.4946, loss: 4.6220, grad_norm: 51.9676
2024-03-24 20:30:05,175 - my_logger - INFO - 2024-03-24 21:09:02,000 - mmdet - INFO - Epoch [1][950/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4851, loss_bbox: 0.5812, d0.loss_cls: 0.5785, d0.loss_bbox: 0.4685 d1.loss_cls: 0.5788, d1.loss_bbox: 0.5648 d2.loss_cls: 0.4049, d2.loss_bbox: 0.4088 d3.loss_cls: 0.4197, d3.loss_bbox: 0.3594 d4.loss_cls: 0.3988, d4.loss_bbox: 0.5042, loss: 3.9697, grad_norm: 55.3725
2024-03-24 20:30:05,175 - my_logger - INFO - 2024-03-24 21:11:02,000 - mmdet - INFO - Epoch [1][1000/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2914, loss_bbox: 0.5511, d0.loss_cls: 0.3651, d0.loss_bbox: 0.3872 d1.loss_cls: 0.3596, d1.loss_bbox: 0.5216 d2.loss_cls: 0.3273, d2.loss_bbox: 0.3590 d3.loss_cls: 0.4022, d3.loss_bbox: 0.4886 d4.loss_cls: 0.5419, d4.loss_bbox: 0.4242, loss: 3.6053, grad_norm: 56.0662
2024-03-24 20:30:05,175 - my_logger - INFO - 2024-03-24 21:13:02,000 - mmdet - INFO - Epoch [1][1050/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3160, loss_bbox: 0.3040, d0.loss_cls: 0.5975, d0.loss_bbox: 0.4147 d1.loss_cls: 0.4889, d1.loss_bbox: 0.4000 d2.loss_cls: 0.5391, d2.loss_bbox: 0.5391 d3.loss_cls: 0.3386, d3.loss_bbox: 0.4585 d4.loss_cls: 0.4078, d4.loss_bbox: 0.4528, loss: 4.8792, grad_norm: 55.0554
2024-03-24 20:30:05,176 - my_logger - INFO - 2024-03-24 21:15:02,000 - mmdet - INFO - Epoch [1][1100/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4289, loss_bbox: 0.4047, d0.loss_cls: 0.5829, d0.loss_bbox: 0.4796 d1.loss_cls: 0.4312, d1.loss_bbox: 0.3823 d2.loss_cls: 0.4809, d2.loss_bbox: 0.5804 d3.loss_cls: 0.5671, d3.loss_bbox: 0.4773 d4.loss_cls: 0.5961, d4.loss_bbox: 0.5165, loss: 3.9041, grad_norm: 56.7840
2024-03-24 20:30:05,176 - my_logger - INFO - 2024-03-24 21:17:02,000 - mmdet - INFO - Epoch [1][1150/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2790, loss_bbox: 0.3700, d0.loss_cls: 0.4367, d0.loss_bbox: 0.5558 d1.loss_cls: 0.4410, d1.loss_bbox: 0.4956 d2.loss_cls: 0.5182, d2.loss_bbox: 0.4416 d3.loss_cls: 0.5505, d3.loss_bbox: 0.3273 d4.loss_cls: 0.4222, d4.loss_bbox: 0.3033, loss: 4.4973, grad_norm: 58.6196
2024-03-24 20:30:05,176 - my_logger - INFO - 2024-03-24 21:19:02,000 - mmdet - INFO - Epoch [1][1200/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5560, loss_bbox: 0.3062, d0.loss_cls: 0.3452, d0.loss_bbox: 0.5583 d1.loss_cls: 0.5519, d1.loss_bbox: 0.3835 d2.loss_cls: 0.4572, d2.loss_bbox: 0.4316 d3.loss_cls: 0.3241, d3.loss_bbox: 0.3562 d4.loss_cls: 0.5043, d4.loss_bbox: 0.3817, loss: 3.7681, grad_norm: 51.8591
2024-03-24 20:30:05,177 - my_logger - INFO - 2024-03-24 21:21:02,000 - mmdet - INFO - Epoch [1][1250/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3584, loss_bbox: 0.4693, d0.loss_cls: 0.3627, d0.loss_bbox: 0.5840 d1.loss_cls: 0.5963, d1.loss_bbox: 0.4080 d2.loss_cls: 0.3585, d2.loss_bbox: 0.3010 d3.loss_cls: 0.4469, d3.loss_bbox: 0.5594 d4.loss_cls: 0.5987, d4.loss_bbox: 0.4034, loss: 3.7866, grad_norm: 58.8654
2024-03-24 20:30:05,177 - my_logger - INFO - 2024-03-24 21:23:02,000 - mmdet - INFO - Epoch [1][1300/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3849, loss_bbox: 0.5477, d0.loss_cls: 0.5474, d0.loss_bbox: 0.5137 d1.loss_cls: 0.5998, d1.loss_bbox: 0.4600 d2.loss_cls: 0.5049, d2.loss_bbox: 0.4087 d3.loss_cls: 0.4316, d3.loss_bbox: 0.3321 d4.loss_cls: 0.3238, d4.loss_bbox: 0.5923, loss: 4.9692, grad_norm: 58.5145
2024-03-24 20:30:05,178 - my_logger - INFO - 2024-03-24 21:25:02,000 - mmdet - INFO - Epoch [1][1350/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2733, loss_bbox: 0.4604, d0.loss_cls: 0.5881, d0.loss_bbox: 0.3473 d1.loss_cls: 0.5163, d1.loss_bbox: 0.4805 d2.loss_cls: 0.4699, d2.loss_bbox: 0.3607 d3.loss_cls: 0.4853, d3.loss_bbox: 0.4849 d4.loss_cls: 0.5802, d4.loss_bbox: 0.3744, loss: 4.9471, grad_norm: 50.4884
2024-03-24 20:30:05,178 - my_logger - INFO - 2024-03-24 21:27:02,000 - mmdet - INFO - Epoch [1][1400/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4819, loss_bbox: 0.5917, d0.loss_cls: 0.5315, d0.loss_bbox: 0.4068 d1.loss_cls: 0.3282, d1.loss_bbox: 0.5167 d2.loss_cls: 0.3215, d2.loss_bbox: 0.5626 d3.loss_cls: 0.5234, d3.loss_bbox: 0.3996 d4.loss_cls: 0.4552, d4.loss_bbox: 0.3774, loss: 4.0893, grad_norm: 55.7693
2024-03-24 20:30:05,179 - my_logger - INFO - 2024-03-24 21:29:02,000 - mmdet - INFO - Epoch [1][1450/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3315, loss_bbox: 0.3025, d0.loss_cls: 0.3832, d0.loss_bbox: 0.4267 d1.loss_cls: 0.3298, d1.loss_bbox: 0.3647 d2.loss_cls: 0.4213, d2.loss_bbox: 0.5935 d3.loss_cls: 0.3652, d3.loss_bbox: 0.3695 d4.loss_cls: 0.3175, d4.loss_bbox: 0.4366, loss: 3.5462, grad_norm: 56.5877
2024-03-24 20:30:05,179 - my_logger - INFO - 2024-03-24 21:31:02,000 - mmdet - INFO - Epoch [1][1500/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2827, loss_bbox: 0.4985, d0.loss_cls: 0.5151, d0.loss_bbox: 0.5102 d1.loss_cls: 0.4973, d1.loss_bbox: 0.5979 d2.loss_cls: 0.3390, d2.loss_bbox: 0.5125 d3.loss_cls: 0.5064, d3.loss_bbox: 0.3893 d4.loss_cls: 0.4817, d4.loss_bbox: 0.3150, loss: 4.2472, grad_norm: 51.4736
2024-03-24 20:30:05,180 - my_logger - INFO - 2024-03-24 21:33:02,000 - mmdet - INFO - Epoch [1][1550/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5415, loss_bbox: 0.4348, d0.loss_cls: 0.4835, d0.loss_bbox: 0.4687 d1.loss_cls: 0.3801, d1.loss_bbox: 0.5577 d2.loss_cls: 0.3318, d2.loss_bbox: 0.5408 d3.loss_cls: 0.3412, d3.loss_bbox: 0.5179 d4.loss_cls: 0.5628, d4.loss_bbox: 0.3076, loss: 3.6058, grad_norm: 54.7310
2024-03-24 20:30:05,180 - my_logger - INFO - 2024-03-24 21:35:02,000 - mmdet - INFO - Epoch [1][1600/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3950, loss_bbox: 0.5739, d0.loss_cls: 0.4423, d0.loss_bbox: 0.3146 d1.loss_cls: 0.3867, d1.loss_bbox: 0.4403 d2.loss_cls: 0.5324, d2.loss_bbox: 0.3828 d3.loss_cls: 0.4417, d3.loss_bbox: 0.5647 d4.loss_cls: 0.3275, d4.loss_bbox: 0.3355, loss: 4.4078, grad_norm: 53.7481
2024-03-24 20:30:05,180 - my_logger - INFO - 2024-03-24 21:37:02,000 - mmdet - INFO - Epoch [1][1650/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4252, loss_bbox: 0.4694, d0.loss_cls: 0.4171, d0.loss_bbox: 0.4622 d1.loss_cls: 0.4654, d1.loss_bbox: 0.3752 d2.loss_cls: 0.4823, d2.loss_bbox: 0.3465 d3.loss_cls: 0.4637, d3.loss_bbox: 0.3113 d4.loss_cls: 0.4628, d4.loss_bbox: 0.4203, loss: 4.6314, grad_norm: 55.7044
2024-03-24 20:30:05,181 - my_logger - INFO - 2024-03-24 21:39:02,000 - mmdet - INFO - Epoch [1][1700/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5278, loss_bbox: 0.4612, d0.loss_cls: 0.5200, d0.loss_bbox: 0.3655 d1.loss_cls: 0.5676, d1.loss_bbox: 0.3828 d2.loss_cls: 0.4273, d2.loss_bbox: 0.3381 d3.loss_cls: 0.4303, d3.loss_bbox: 0.4954 d4.loss_cls: 0.4969, d4.loss_bbox: 0.3671, loss: 4.2936, grad_norm: 52.6690
2024-03-24 20:30:05,181 - my_logger - INFO - 2024-03-24 21:41:02,000 - mmdet - INFO - Epoch [1][1750/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5174, loss_bbox: 0.3713, d0.loss_cls: 0.3174, d0.loss_bbox: 0.3780 d1.loss_cls: 0.5344, d1.loss_bbox: 0.3142 d2.loss_cls: 0.5700, d2.loss_bbox: 0.3552 d3.loss_cls: 0.5329, d3.loss_bbox: 0.4092 d4.loss_cls: 0.4093, d4.loss_bbox: 0.5160, loss: 3.5144, grad_norm: 54.9361
2024-03-24 20:30:05,181 - my_logger - INFO - 2024-03-24 21:43:02,000 - mmdet - INFO - Epoch [1][1800/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4463, loss_bbox: 0.3551, d0.loss_cls: 0.5753, d0.loss_bbox: 0.3141 d1.loss_cls: 0.4110, d1.loss_bbox: 0.5343 d2.loss_cls: 0.4994, d2.loss_bbox: 0.3639 d3.loss_cls: 0.5698, d3.loss_bbox: 0.3663 d4.loss_cls: 0.3165, d4.loss_bbox: 0.5402, loss: 4.8521, grad_norm: 52.2354
2024-03-24 20:30:05,182 - my_logger - INFO - 2024-03-24 21:45:02,000 - mmdet - INFO - Epoch [1][1850/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5560, loss_bbox: 0.3237, d0.loss_cls: 0.4784, d0.loss_bbox: 0.5821 d1.loss_cls: 0.5758, d1.loss_bbox: 0.5105 d2.loss_cls: 0.4876, d2.loss_bbox: 0.5661 d3.loss_cls: 0.4863, d3.loss_bbox: 0.5613 d4.loss_cls: 0.3841, d4.loss_bbox: 0.3681, loss: 3.5507, grad_norm: 50.7889
2024-03-24 20:30:05,182 - my_logger - INFO - 2024-03-24 21:47:02,000 - mmdet - INFO - Epoch [1][1900/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4386, loss_bbox: 0.4267, d0.loss_cls: 0.5230, d0.loss_bbox: 0.4838 d1.loss_cls: 0.4566, d1.loss_bbox: 0.5666 d2.loss_cls: 0.4620, d2.loss_bbox: 0.5832 d3.loss_cls: 0.4227, d3.loss_bbox: 0.5619 d4.loss_cls: 0.4917, d4.loss_bbox: 0.4785, loss: 4.5256, grad_norm: 54.4132
2024-03-24 20:30:05,183 - my_logger - INFO - 2024-03-24 21:49:02,000 - mmdet - INFO - Epoch [1][1950/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5590, loss_bbox: 0.4206, d0.loss_cls: 0.5727, d0.loss_bbox: 0.3986 d1.loss_cls: 0.3793, d1.loss_bbox: 0.5231 d2.loss_cls: 0.5967, d2.loss_bbox: 0.3760 d3.loss_cls: 0.5921, d3.loss_bbox: 0.4147 d4.loss_cls: 0.5895, d4.loss_bbox: 0.3779, loss: 3.7458, grad_norm: 57.8382
2024-03-24 20:30:05,183 - my_logger - INFO - 2024-03-24 21:51:02,000 - mmdet - INFO - Epoch [1][2000/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4452, loss_bbox: 0.3863, d0.loss_cls: 0.4398, d0.loss_bbox: 0.3812 d1.loss_cls: 0.3207, d1.loss_bbox: 0.5391 d2.loss_cls: 0.4322, d2.loss_bbox: 0.5996 d3.loss_cls: 0.5995, d3.loss_bbox: 0.5293 d4.loss_cls: 0.3961, d4.loss_bbox: 0.3668, loss: 4.4367, grad_norm: 52.6105
2024-03-24 20:30:05,183 - my_logger - INFO - 2024-03-24 21:53:02,000 - mmdet - INFO - Epoch [1][2050/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.3953, d0.loss_cls: 0.3625, d0.loss_bbox: 0.3465 d1.loss_cls: 0.3369, d1.loss_bbox: 0.5075 d2.loss_cls: 0.4299, d2.loss_bbox: 0.4174 d3.loss_cls: 0.5467, d3.loss_bbox: 0.3262 d4.loss_cls: 0.3860, d4.loss_bbox: 0.5526, loss: 3.8843, grad_norm: 56.6840
2024-03-24 20:30:05,184 - my_logger - INFO - 2024-03-24 21:55:02,000 - mmdet - INFO - Epoch [1][2100/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5329, loss_bbox: 0.4818, d0.loss_cls: 0.5203, d0.loss_bbox: 0.5719 d1.loss_cls: 0.5129, d1.loss_bbox: 0.5680 d2.loss_cls: 0.5918, d2.loss_bbox: 0.5036 d3.loss_cls: 0.4613, d3.loss_bbox: 0.3165 d4.loss_cls: 0.3599, d4.loss_bbox: 0.4131, loss: 4.4536, grad_norm: 55.1298
2024-03-24 20:30:05,189 - my_logger - INFO - 2024-03-24 21:57:02,000 - mmdet - INFO - Epoch [1][2150/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4835, loss_bbox: 0.5504, d0.loss_cls: 0.4049, d0.loss_bbox: 0.5199 d1.loss_cls: 0.4680, d1.loss_bbox: 0.5012 d2.loss_cls: 0.4459, d2.loss_bbox: 0.3503 d3.loss_cls: 0.5812, d3.loss_bbox: 0.5206 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4057, loss: 4.7324, grad_norm: 58.8780
2024-03-24 20:30:05,190 - my_logger - INFO - 2024-03-24 21:59:02,000 - mmdet - INFO - Epoch [1][2200/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4967, loss_bbox: 0.3678, d0.loss_cls: 0.4788, d0.loss_bbox: 0.5668 d1.loss_cls: 0.5767, d1.loss_bbox: 0.5411 d2.loss_cls: 0.3995, d2.loss_bbox: 0.3775 d3.loss_cls: 0.5976, d3.loss_bbox: 0.5147 d4.loss_cls: 0.3008, d4.loss_bbox: 0.4410, loss: 3.6385, grad_norm: 52.0503
2024-03-24 20:30:05,190 - my_logger - INFO - 2024-03-24 22:01:02,000 - mmdet - INFO - Epoch [1][2250/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5725, loss_bbox: 0.5888, d0.loss_cls: 0.4580, d0.loss_bbox: 0.4122 d1.loss_cls: 0.3069, d1.loss_bbox: 0.3637 d2.loss_cls: 0.4153, d2.loss_bbox: 0.5312 d3.loss_cls: 0.3291, d3.loss_bbox: 0.4539 d4.loss_cls: 0.3449, d4.loss_bbox: 0.3594, loss: 4.7013, grad_norm: 57.5909
2024-03-24 20:30:05,190 - my_logger - INFO - 2024-03-24 22:03:02,000 - mmdet - INFO - Epoch [1][2300/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5371, loss_bbox: 0.3159, d0.loss_cls: 0.4754, d0.loss_bbox: 0.4489 d1.loss_cls: 0.5007, d1.loss_bbox: 0.3233 d2.loss_cls: 0.3606, d2.loss_bbox: 0.3563 d3.loss_cls: 0.5580, d3.loss_bbox: 0.3589 d4.loss_cls: 0.3219, d4.loss_bbox: 0.3044, loss: 4.9323, grad_norm: 53.3372
2024-03-24 20:30:05,191 - my_logger - INFO - 2024-03-24 22:05:02,000 - mmdet - INFO - Epoch [1][2350/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3296, loss_bbox: 0.5030, d0.loss_cls: 0.4029, d0.loss_bbox: 0.4899 d1.loss_cls: 0.5209, d1.loss_bbox: 0.5184 d2.loss_cls: 0.5140, d2.loss_bbox: 0.4239 d3.loss_cls: 0.4389, d3.loss_bbox: 0.3359 d4.loss_cls: 0.3552, d4.loss_bbox: 0.4110, loss: 4.6264, grad_norm: 52.8727
2024-03-24 20:30:05,191 - my_logger - INFO - 2024-03-24 22:07:02,000 - mmdet - INFO - Epoch [1][2400/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.3670, d0.loss_cls: 0.5845, d0.loss_bbox: 0.5838 d1.loss_cls: 0.4241, d1.loss_bbox: 0.3650 d2.loss_cls: 0.5050, d2.loss_bbox: 0.3727 d3.loss_cls: 0.3070, d3.loss_bbox: 0.5864 d4.loss_cls: 0.4587, d4.loss_bbox: 0.5870, loss: 4.8393, grad_norm: 56.5660
2024-03-24 20:30:05,192 - my_logger - INFO - 2024-03-24 22:09:02,000 - mmdet - INFO - Epoch [1][2450/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2877, loss_bbox: 0.3354, d0.loss_cls: 0.3314, d0.loss_bbox: 0.4585 d1.loss_cls: 0.3413, d1.loss_bbox: 0.3853 d2.loss_cls: 0.5161, d2.loss_bbox: 0.5070 d3.loss_cls: 0.4982, d3.loss_bbox: 0.3893 d4.loss_cls: 0.4926, d4.loss_bbox: 0.3987, loss: 4.9641, grad_norm: 55.4640
2024-03-24 20:30:05,192 - my_logger - INFO - 2024-03-24 22:11:02,000 - mmdet - INFO - Epoch [1][2500/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4050, loss_bbox: 0.4445, d0.loss_cls: 0.4407, d0.loss_bbox: 0.3192 d1.loss_cls: 0.4181, d1.loss_bbox: 0.4786 d2.loss_cls: 0.5296, d2.loss_bbox: 0.5263 d3.loss_cls: 0.5484, d3.loss_bbox: 0.4451 d4.loss_cls: 0.3037, d4.loss_bbox: 0.3384, loss: 4.1455, grad_norm: 56.0377
2024-03-24 20:30:05,192 - my_logger - INFO - 2024-03-24 22:13:02,000 - mmdet - INFO - Epoch [1][2550/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5473, loss_bbox: 0.5211, d0.loss_cls: 0.3642, d0.loss_bbox: 0.4871 d1.loss_cls: 0.4378, d1.loss_bbox: 0.5691 d2.loss_cls: 0.5317, d2.loss_bbox: 0.5274 d3.loss_cls: 0.4846, d3.loss_bbox: 0.5090 d4.loss_cls: 0.5727, d4.loss_bbox: 0.4305, loss: 4.1978, grad_norm: 57.8171
2024-03-24 20:30:05,193 - my_logger - INFO - 2024-03-24 22:15:02,000 - mmdet - INFO - Epoch [1][2600/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4603, loss_bbox: 0.4586, d0.loss_cls: 0.4825, d0.loss_bbox: 0.5732 d1.loss_cls: 0.3168, d1.loss_bbox: 0.5681 d2.loss_cls: 0.4584, d2.loss_bbox: 0.4099 d3.loss_cls: 0.5851, d3.loss_bbox: 0.4971 d4.loss_cls: 0.3576, d4.loss_bbox: 0.5803, loss: 4.4205, grad_norm: 59.5027
2024-03-24 20:30:05,193 - my_logger - INFO - 2024-03-24 22:17:02,000 - mmdet - INFO - Epoch [1][2650/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3030, loss_bbox: 0.3154, d0.loss_cls: 0.5003, d0.loss_bbox: 0.3651 d1.loss_cls: 0.3753, d1.loss_bbox: 0.4992 d2.loss_cls: 0.3259, d2.loss_bbox: 0.3027 d3.loss_cls: 0.5742, d3.loss_bbox: 0.5699 d4.loss_cls: 0.4196, d4.loss_bbox: 0.4732, loss: 4.0154, grad_norm: 57.9556
2024-03-24 20:30:05,193 - my_logger - INFO - 2024-03-24 22:19:02,000 - mmdet - INFO - Epoch [1][2700/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3407, loss_bbox: 0.3334, d0.loss_cls: 0.3350, d0.loss_bbox: 0.3349 d1.loss_cls: 0.5509, d1.loss_bbox: 0.4498 d2.loss_cls: 0.3221, d2.loss_bbox: 0.4737 d3.loss_cls: 0.4697, d3.loss_bbox: 0.5803 d4.loss_cls: 0.4483, d4.loss_bbox: 0.5425, loss: 4.5089, grad_norm: 52.6781
2024-03-24 20:30:05,194 - my_logger - INFO - 2024-03-24 22:21:02,000 - mmdet - INFO - Epoch [1][2750/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2812, loss_bbox: 0.4019, d0.loss_cls: 0.5116, d0.loss_bbox: 0.5600 d1.loss_cls: 0.3255, d1.loss_bbox: 0.4698 d2.loss_cls: 0.5526, d2.loss_bbox: 0.3243 d3.loss_cls: 0.5688, d3.loss_bbox: 0.4294 d4.loss_cls: 0.3956, d4.loss_bbox: 0.4120, loss: 3.6528, grad_norm: 57.5258
2024-03-24 20:30:05,194 - my_logger - INFO - 2024-03-24 22:23:02,000 - mmdet - INFO - Epoch [1][2800/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5538, loss_bbox: 0.3001, d0.loss_cls: 0.4129, d0.loss_bbox: 0.4523 d1.loss_cls: 0.3307, d1.loss_bbox: 0.5567 d2.loss_cls: 0.4863, d2.loss_bbox: 0.3559 d3.loss_cls: 0.4946, d3.loss_bbox: 0.5265 d4.loss_cls: 0.4870, d4.loss_bbox: 0.3824, loss: 3.9866, grad_norm: 50.6824
2024-03-24 20:30:05,195 - my_logger - INFO - 2024-03-24 22:25:02,000 - mmdet - INFO - Epoch [1][2850/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5131, loss_bbox: 0.4043, d0.loss_cls: 0.5255, d0.loss_bbox: 0.5314 d1.loss_cls: 0.5128, d1.loss_bbox: 0.5688 d2.loss_cls: 0.3074, d2.loss_bbox: 0.5568 d3.loss_cls: 0.3445, d3.loss_bbox: 0.4287 d4.loss_cls: 0.5685, d4.loss_bbox: 0.5505, loss: 3.7395, grad_norm: 50.2392
2024-03-24 20:30:05,195 - my_logger - INFO - 2024-03-24 22:27:02,000 - mmdet - INFO - Epoch [1][2900/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5932, loss_bbox: 0.3670, d0.loss_cls: 0.4659, d0.loss_bbox: 0.3697 d1.loss_cls: 0.3314, d1.loss_bbox: 0.3369 d2.loss_cls: 0.5987, d2.loss_bbox: 0.4042 d3.loss_cls: 0.5589, d3.loss_bbox: 0.3287 d4.loss_cls: 0.4307, d4.loss_bbox: 0.4738, loss: 4.9179, grad_norm: 58.7941
2024-03-24 20:30:05,195 - my_logger - INFO - 2024-03-24 22:29:02,000 - mmdet - INFO - Epoch [1][2950/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3250, loss_bbox: 0.5955, d0.loss_cls: 0.5165, d0.loss_bbox: 0.5597 d1.loss_cls: 0.3264, d1.loss_bbox: 0.4755 d2.loss_cls: 0.5524, d2.loss_bbox: 0.5506 d3.loss_cls: 0.5896, d3.loss_bbox: 0.3382 d4.loss_cls: 0.5963, d4.loss_bbox: 0.5267, loss: 4.1634, grad_norm: 50.0319
2024-03-24 20:30:05,196 - my_logger - INFO - 2024-03-24 22:31:02,000 - mmdet - INFO - Epoch [1][3000/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5143, loss_bbox: 0.5183, d0.loss_cls: 0.5189, d0.loss_bbox: 0.3123 d1.loss_cls: 0.4703, d1.loss_bbox: 0.3924 d2.loss_cls: 0.4656, d2.loss_bbox: 0.3523 d3.loss_cls: 0.4464, d3.loss_bbox: 0.4147 d4.loss_cls: 0.3986, d4.loss_bbox: 0.5140, loss: 4.1312, grad_norm: 58.6871
2024-03-24 20:30:05,196 - my_logger - INFO - 2024-03-24 22:33:02,000 - mmdet - INFO - Epoch [1][3050/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4480, loss_bbox: 0.3231, d0.loss_cls: 0.3859, d0.loss_bbox: 0.3814 d1.loss_cls: 0.4029, d1.loss_bbox: 0.4191 d2.loss_cls: 0.3913, d2.loss_bbox: 0.5527 d3.loss_cls: 0.4574, d3.loss_bbox: 0.3990 d4.loss_cls: 0.4688, d4.loss_bbox: 0.4172, loss: 4.0774, grad_norm: 55.6855
2024-03-24 20:30:05,196 - my_logger - INFO - 2024-03-24 22:35:02,000 - mmdet - INFO - Epoch [1][3100/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5963, loss_bbox: 0.5514, d0.loss_cls: 0.4724, d0.loss_bbox: 0.5253 d1.loss_cls: 0.3965, d1.loss_bbox: 0.4855 d2.loss_cls: 0.4568, d2.loss_bbox: 0.4979 d3.loss_cls: 0.3260, d3.loss_bbox: 0.3813 d4.loss_cls: 0.5015, d4.loss_bbox: 0.3018, loss: 4.2472, grad_norm: 51.0836
2024-03-24 20:30:05,197 - my_logger - INFO - 2024-03-24 22:37:02,000 - mmdet - INFO - Epoch [1][3150/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4857, loss_bbox: 0.4806, d0.loss_cls: 0.4152, d0.loss_bbox: 0.5033 d1.loss_cls: 0.4482, d1.loss_bbox: 0.5104 d2.loss_cls: 0.3715, d2.loss_bbox: 0.5438 d3.loss_cls: 0.4588, d3.loss_bbox: 0.4916 d4.loss_cls: 0.5233, d4.loss_bbox: 0.3242, loss: 3.9634, grad_norm: 55.1660
2024-03-24 20:30:05,197 - my_logger - INFO - 2024-03-24 22:39:02,000 - mmdet - INFO - Epoch [1][3200/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4326, loss_bbox: 0.3130, d0.loss_cls: 0.5095, d0.loss_bbox: 0.3949 d1.loss_cls: 0.4485, d1.loss_bbox: 0.3113 d2.loss_cls: 0.3725, d2.loss_bbox: 0.4681 d3.loss_cls: 0.3838, d3.loss_bbox: 0.5660 d4.loss_cls: 0.4117, d4.loss_bbox: 0.4245, loss: 4.1782, grad_norm: 52.3812
2024-03-24 20:30:05,198 - my_logger - INFO - 2024-03-24 22:41:02,000 - mmdet - INFO - Epoch [1][3250/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5089, loss_bbox: 0.5264, d0.loss_cls: 0.3383, d0.loss_bbox: 0.3663 d1.loss_cls: 0.4354, d1.loss_bbox: 0.5481 d2.loss_cls: 0.5573, d2.loss_bbox: 0.3127 d3.loss_cls: 0.3210, d3.loss_bbox: 0.5714 d4.loss_cls: 0.3560, d4.loss_bbox: 0.3973, loss: 4.2757, grad_norm: 59.7281
2024-03-24 20:30:05,198 - my_logger - INFO - 2024-03-24 22:43:02,000 - mmdet - INFO - Epoch [1][3300/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5508, loss_bbox: 0.5149, d0.loss_cls: 0.4163, d0.loss_bbox: 0.3785 d1.loss_cls: 0.4331, d1.loss_bbox: 0.4324 d2.loss_cls: 0.4651, d2.loss_bbox: 0.4027 d3.loss_cls: 0.5847, d3.loss_bbox: 0.5024 d4.loss_cls: 0.4929, d4.loss_bbox: 0.6000, loss: 4.8524, grad_norm: 56.6577
2024-03-24 20:30:05,198 - my_logger - INFO - 2024-03-24 22:45:02,000 - mmdet - INFO - Epoch [1][3350/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4081, loss_bbox: 0.3957, d0.loss_cls: 0.5007, d0.loss_bbox: 0.5750 d1.loss_cls: 0.5109, d1.loss_bbox: 0.3647 d2.loss_cls: 0.5884, d2.loss_bbox: 0.3310 d3.loss_cls: 0.3722, d3.loss_bbox: 0.5711 d4.loss_cls: 0.5161, d4.loss_bbox: 0.3354, loss: 3.8591, grad_norm: 52.6956
2024-03-24 20:30:05,199 - my_logger - INFO - 2024-03-24 22:47:02,000 - mmdet - INFO - Epoch [1][3400/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4327, loss_bbox: 0.3037, d0.loss_cls: 0.3624, d0.loss_bbox: 0.3406 d1.loss_cls: 0.4983, d1.loss_bbox: 0.4458 d2.loss_cls: 0.5902, d2.loss_bbox: 0.4974 d3.loss_cls: 0.3895, d3.loss_bbox: 0.4904 d4.loss_cls: 0.3997, d4.loss_bbox: 0.5226, loss: 3.5714, grad_norm: 56.6379
2024-03-24 20:30:05,199 - my_logger - INFO - 2024-03-24 22:49:02,000 - mmdet - INFO - Epoch [1][3450/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5685, loss_bbox: 0.4311, d0.loss_cls: 0.3484, d0.loss_bbox: 0.4132 d1.loss_cls: 0.5110, d1.loss_bbox: 0.5051 d2.loss_cls: 0.3185, d2.loss_bbox: 0.5783 d3.loss_cls: 0.5945, d3.loss_bbox: 0.3841 d4.loss_cls: 0.5938, d4.loss_bbox: 0.3784, loss: 3.9961, grad_norm: 54.1118
2024-03-24 20:30:05,199 - my_logger - INFO - 2024-03-24 22:51:02,000 - mmdet - INFO - Epoch [1][3500/3517][Batch size: 50]	lr: 5.606e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5315, loss_bbox: 0.5469, d0.loss_cls: 0.3660, d0.loss_bbox: 0.4723 d1.loss_cls: 0.5683, d1.loss_bbox: 0.5450 d2.loss_cls: 0.4182, d2.loss_bbox: 0.5918 d3.loss_cls: 0.4264, d3.loss_bbox: 0.5480 d4.loss_cls: 0.3241, d4.loss_bbox: 0.5116, loss: 4.6267, grad_norm: 57.5782
2024-03-24 20:30:05,205 - my_logger - INFO - 2024-03-24 22:53:02,000 - mmdet - INFO - Epoch [2][0/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3151, loss_bbox: 0.3994, d0.loss_cls: 0.5278, d0.loss_bbox: 0.4052 d1.loss_cls: 0.4914, d1.loss_bbox: 0.5220 d2.loss_cls: 0.5048, d2.loss_bbox: 0.4409 d3.loss_cls: 0.4487, d3.loss_bbox: 0.3702 d4.loss_cls: 0.3785, d4.loss_bbox: 0.5961, loss: 3.9843, grad_norm: 58.1212
2024-03-24 20:30:05,206 - my_logger - INFO - 2024-03-24 22:55:02,000 - mmdet - INFO - Epoch [2][50/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2928, loss_bbox: 0.3125, d0.loss_cls: 0.4408, d0.loss_bbox: 0.3483 d1.loss_cls: 0.4026, d1.loss_bbox: 0.5689 d2.loss_cls: 0.5089, d2.loss_bbox: 0.3185 d3.loss_cls: 0.5845, d3.loss_bbox: 0.5006 d4.loss_cls: 0.3466, d4.loss_bbox: 0.5955, loss: 4.8331, grad_norm: 59.8025
2024-03-24 20:30:05,206 - my_logger - INFO - 2024-03-24 22:57:02,000 - mmdet - INFO - Epoch [2][100/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5145, loss_bbox: 0.3321, d0.loss_cls: 0.5826, d0.loss_bbox: 0.4312 d1.loss_cls: 0.5587, d1.loss_bbox: 0.3829 d2.loss_cls: 0.3538, d2.loss_bbox: 0.5125 d3.loss_cls: 0.5476, d3.loss_bbox: 0.5370 d4.loss_cls: 0.4319, d4.loss_bbox: 0.3177, loss: 3.6150, grad_norm: 52.7829
2024-03-24 20:30:05,206 - my_logger - INFO - 2024-03-24 22:59:02,000 - mmdet - INFO - Epoch [2][150/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4091, loss_bbox: 0.5600, d0.loss_cls: 0.3566, d0.loss_bbox: 0.5633 d1.loss_cls: 0.5901, d1.loss_bbox: 0.5387 d2.loss_cls: 0.4795, d2.loss_bbox: 0.5956 d3.loss_cls: 0.3349, d3.loss_bbox: 0.5519 d4.loss_cls: 0.4765, d4.loss_bbox: 0.5996, loss: 3.6432, grad_norm: 56.9768
2024-03-24 20:30:05,207 - my_logger - INFO - 2024-03-24 23:01:02,000 - mmdet - INFO - Epoch [2][200/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5924, loss_bbox: 0.5046, d0.loss_cls: 0.3918, d0.loss_bbox: 0.4245 d1.loss_cls: 0.4646, d1.loss_bbox: 0.3580 d2.loss_cls: 0.5621, d2.loss_bbox: 0.4091 d3.loss_cls: 0.5932, d3.loss_bbox: 0.3601 d4.loss_cls: 0.5235, d4.loss_bbox: 0.3517, loss: 3.7227, grad_norm: 53.7069
2024-03-24 20:30:05,207 - my_logger - INFO - 2024-03-24 23:03:02,000 - mmdet - INFO - Epoch [2][250/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3101, loss_bbox: 0.3406, d0.loss_cls: 0.4993, d0.loss_bbox: 0.5923 d1.loss_cls: 0.4765, d1.loss_bbox: 0.5085 d2.loss_cls: 0.4163, d2.loss_bbox: 0.3061 d3.loss_cls: 0.5441, d3.loss_bbox: 0.4010 d4.loss_cls: 0.3512, d4.loss_bbox: 0.4068, loss: 4.5564, grad_norm: 51.0651
2024-03-24 20:30:05,208 - my_logger - INFO - 2024-03-24 23:05:02,000 - mmdet - INFO - Epoch [2][300/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2678, loss_bbox: 0.4318, d0.loss_cls: 0.3380, d0.loss_bbox: 0.3370 d1.loss_cls: 0.5991, d1.loss_bbox: 0.5310 d2.loss_cls: 0.5910, d2.loss_bbox: 0.5957 d3.loss_cls: 0.3383, d3.loss_bbox: 0.3665 d4.loss_cls: 0.4144, d4.loss_bbox: 0.4063, loss: 4.0077, grad_norm: 59.8570
2024-03-24 20:30:05,208 - my_logger - INFO - 2024-03-24 23:07:02,000 - mmdet - INFO - Epoch [2][350/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2764, loss_bbox: 0.4828, d0.loss_cls: 0.4143, d0.loss_bbox: 0.4888 d1.loss_cls: 0.4447, d1.loss_bbox: 0.4478 d2.loss_cls: 0.5616, d2.loss_bbox: 0.4460 d3.loss_cls: 0.4498, d3.loss_bbox: 0.3722 d4.loss_cls: 0.5880, d4.loss_bbox: 0.4548, loss: 4.9709, grad_norm: 58.9146
2024-03-24 20:30:05,209 - my_logger - INFO - 2024-03-24 23:09:02,000 - mmdet - INFO - Epoch [2][400/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5415, loss_bbox: 0.3404, d0.loss_cls: 0.3343, d0.loss_bbox: 0.5895 d1.loss_cls: 0.5653, d1.loss_bbox: 0.4009 d2.loss_cls: 0.4872, d2.loss_bbox: 0.3803 d3.loss_cls: 0.3261, d3.loss_bbox: 0.5674 d4.loss_cls: 0.4088, d4.loss_bbox: 0.4310, loss: 4.0406, grad_norm: 54.9178
2024-03-24 20:30:05,209 - my_logger - INFO - 2024-03-24 23:11:02,000 - mmdet - INFO - Epoch [2][450/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5209, loss_bbox: 0.3509, d0.loss_cls: 0.4120, d0.loss_bbox: 0.3969 d1.loss_cls: 0.3193, d1.loss_bbox: 0.4353 d2.loss_cls: 0.5719, d2.loss_bbox: 0.4154 d3.loss_cls: 0.4511, d3.loss_bbox: 0.4492 d4.loss_cls: 0.4335, d4.loss_bbox: 0.3452, loss: 4.7032, grad_norm: 59.3075
2024-03-24 20:30:05,210 - my_logger - INFO - 2024-03-24 23:13:02,000 - mmdet - INFO - Epoch [2][500/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3283, loss_bbox: 0.4023, d0.loss_cls: 0.5470, d0.loss_bbox: 0.5700 d1.loss_cls: 0.5711, d1.loss_bbox: 0.4371 d2.loss_cls: 0.3920, d2.loss_bbox: 0.5799 d3.loss_cls: 0.3902, d3.loss_bbox: 0.5352 d4.loss_cls: 0.4269, d4.loss_bbox: 0.4564, loss: 4.7331, grad_norm: 57.2294
2024-03-24 20:30:05,210 - my_logger - INFO - 2024-03-24 23:15:02,000 - mmdet - INFO - Epoch [2][550/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2836, loss_bbox: 0.4307, d0.loss_cls: 0.3023, d0.loss_bbox: 0.4071 d1.loss_cls: 0.5139, d1.loss_bbox: 0.4929 d2.loss_cls: 0.4525, d2.loss_bbox: 0.4335 d3.loss_cls: 0.5122, d3.loss_bbox: 0.5071 d4.loss_cls: 0.3608, d4.loss_bbox: 0.4687, loss: 3.7071, grad_norm: 53.8180
2024-03-24 20:30:05,211 - my_logger - INFO - 2024-03-24 23:17:02,000 - mmdet - INFO - Epoch [2][600/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5209, loss_bbox: 0.5542, d0.loss_cls: 0.4113, d0.loss_bbox: 0.5427 d1.loss_cls: 0.5377, d1.loss_bbox: 0.5783 d2.loss_cls: 0.4378, d2.loss_bbox: 0.3470 d3.loss_cls: 0.3310, d3.loss_bbox: 0.3901 d4.loss_cls: 0.3507, d4.loss_bbox: 0.5297, loss: 3.5419, grad_norm: 56.6282
2024-03-24 20:30:05,211 - my_logger - INFO - 2024-03-24 23:19:02,000 - mmdet - INFO - Epoch [2][650/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3563, loss_bbox: 0.3671, d0.loss_cls: 0.4947, d0.loss_bbox: 0.4785 d1.loss_cls: 0.3357, d1.loss_bbox: 0.3713 d2.loss_cls: 0.5706, d2.loss_bbox: 0.3213 d3.loss_cls: 0.4035, d3.loss_bbox: 0.4996 d4.loss_cls: 0.3255, d4.loss_bbox: 0.4654, loss: 4.2794, grad_norm: 50.7857
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:21:02,000 - mmdet - INFO - Epoch [2][700/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2773, loss_bbox: 0.4561, d0.loss_cls: 0.4044, d0.loss_bbox: 0.4037 d1.loss_cls: 0.4209, d1.loss_bbox: 0.4335 d2.loss_cls: 0.5942, d2.loss_bbox: 0.3493 d3.loss_cls: 0.5152, d3.loss_bbox: 0.4428 d4.loss_cls: 0.5049, d4.loss_bbox: 0.5127, loss: 4.1509, grad_norm: 59.9018
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:23:02,000 - mmdet - INFO - Epoch [2][750/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3931, loss_bbox: 0.4786, d0.loss_cls: 0.5954, d0.loss_bbox: 0.5568 d1.loss_cls: 0.5943, d1.loss_bbox: 0.3228 d2.loss_cls: 0.3058, d2.loss_bbox: 0.4945 d3.loss_cls: 0.3999, d3.loss_bbox: 0.3248 d4.loss_cls: 0.5284, d4.loss_bbox: 0.5865, loss: 3.5228, grad_norm: 58.1803
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:25:02,000 - mmdet - INFO - Epoch [2][800/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3022, loss_bbox: 0.3591, d0.loss_cls: 0.3493, d0.loss_bbox: 0.4618 d1.loss_cls: 0.4248, d1.loss_bbox: 0.5634 d2.loss_cls: 0.5418, d2.loss_bbox: 0.4372 d3.loss_cls: 0.5229, d3.loss_bbox: 0.3748 d4.loss_cls: 0.5474, d4.loss_bbox: 0.4732, loss: 4.9774, grad_norm: 56.2417
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:27:02,000 - mmdet - INFO - Epoch [2][850/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2578, loss_bbox: 0.3097, d0.loss_cls: 0.5606, d0.loss_bbox: 0.3686 d1.loss_cls: 0.5361, d1.loss_bbox: 0.3766 d2.loss_cls: 0.4426, d2.loss_bbox: 0.4770 d3.loss_cls: 0.4269, d3.loss_bbox: 0.3662 d4.loss_cls: 0.4806, d4.loss_bbox: 0.3397, loss: 4.5974, grad_norm: 57.0599
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:29:02,000 - mmdet - INFO - Epoch [2][900/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2843, loss_bbox: 0.5181, d0.loss_cls: 0.4241, d0.loss_bbox: 0.5862 d1.loss_cls: 0.3898, d1.loss_bbox: 0.5316 d2.loss_cls: 0.5027, d2.loss_bbox: 0.5828 d3.loss_cls: 0.5300, d3.loss_bbox: 0.4616 d4.loss_cls: 0.3803, d4.loss_bbox: 0.5695, loss: 4.2309, grad_norm: 58.1508
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:31:02,000 - mmdet - INFO - Epoch [2][950/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4124, loss_bbox: 0.3407, d0.loss_cls: 0.4507, d0.loss_bbox: 0.5279 d1.loss_cls: 0.5010, d1.loss_bbox: 0.3824 d2.loss_cls: 0.4068, d2.loss_bbox: 0.4735 d3.loss_cls: 0.5580, d3.loss_bbox: 0.3503 d4.loss_cls: 0.4418, d4.loss_bbox: 0.5712, loss: 4.9423, grad_norm: 59.9570
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:33:02,000 - mmdet - INFO - Epoch [2][1000/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4113, loss_bbox: 0.5526, d0.loss_cls: 0.3084, d0.loss_bbox: 0.5577 d1.loss_cls: 0.3463, d1.loss_bbox: 0.4245 d2.loss_cls: 0.4020, d2.loss_bbox: 0.5950 d3.loss_cls: 0.5615, d3.loss_bbox: 0.4468 d4.loss_cls: 0.3188, d4.loss_bbox: 0.4740, loss: 3.9327, grad_norm: 52.9883
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:35:02,000 - mmdet - INFO - Epoch [2][1050/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4573, loss_bbox: 0.4672, d0.loss_cls: 0.3059, d0.loss_bbox: 0.3554 d1.loss_cls: 0.5953, d1.loss_bbox: 0.4431 d2.loss_cls: 0.4487, d2.loss_bbox: 0.3736 d3.loss_cls: 0.4713, d3.loss_bbox: 0.3324 d4.loss_cls: 0.3163, d4.loss_bbox: 0.4259, loss: 4.5220, grad_norm: 59.4265
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:37:02,000 - mmdet - INFO - Epoch [2][1100/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5697, loss_bbox: 0.5124, d0.loss_cls: 0.3192, d0.loss_bbox: 0.3203 d1.loss_cls: 0.3132, d1.loss_bbox: 0.4257 d2.loss_cls: 0.3874, d2.loss_bbox: 0.4908 d3.loss_cls: 0.3562, d3.loss_bbox: 0.5445 d4.loss_cls: 0.5214, d4.loss_bbox: 0.3978, loss: 4.5687, grad_norm: 54.1993
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:39:02,000 - mmdet - INFO - Epoch [2][1150/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4115, loss_bbox: 0.3576, d0.loss_cls: 0.5069, d0.loss_bbox: 0.5406 d1.loss_cls: 0.3103, d1.loss_bbox: 0.3960 d2.loss_cls: 0.3076, d2.loss_bbox: 0.4542 d3.loss_cls: 0.4908, d3.loss_bbox: 0.3661 d4.loss_cls: 0.4814, d4.loss_bbox: 0.4728, loss: 4.6320, grad_norm: 55.4715
2024-03-24 20:30:05,212 - my_logger - INFO - 2024-03-24 23:41:02,000 - mmdet - INFO - Epoch [2][1200/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3381, loss_bbox: 0.4989, d0.loss_cls: 0.5201, d0.loss_bbox: 0.3922 d1.loss_cls: 0.5909, d1.loss_bbox: 0.4314 d2.loss_cls: 0.4662, d2.loss_bbox: 0.5847 d3.loss_cls: 0.5218, d3.loss_bbox: 0.4403 d4.loss_cls: 0.4027, d4.loss_bbox: 0.4657, loss: 3.9065, grad_norm: 53.4233
2024-03-24 20:30:05,218 - my_logger - INFO - 2024-03-24 23:43:02,000 - mmdet - INFO - Epoch [2][1250/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5255, loss_bbox: 0.5425, d0.loss_cls: 0.4908, d0.loss_bbox: 0.4382 d1.loss_cls: 0.5133, d1.loss_bbox: 0.3105 d2.loss_cls: 0.4294, d2.loss_bbox: 0.3026 d3.loss_cls: 0.5079, d3.loss_bbox: 0.5779 d4.loss_cls: 0.3725, d4.loss_bbox: 0.5473, loss: 4.4176, grad_norm: 59.4945
2024-03-24 20:30:05,224 - my_logger - INFO - 2024-03-24 23:45:02,000 - mmdet - INFO - Epoch [2][1300/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2528, loss_bbox: 0.4838, d0.loss_cls: 0.4996, d0.loss_bbox: 0.4567 d1.loss_cls: 0.4414, d1.loss_bbox: 0.4463 d2.loss_cls: 0.4022, d2.loss_bbox: 0.4617 d3.loss_cls: 0.5048, d3.loss_bbox: 0.3708 d4.loss_cls: 0.5015, d4.loss_bbox: 0.4658, loss: 3.5430, grad_norm: 55.3269
2024-03-24 20:30:05,224 - my_logger - INFO - 2024-03-24 23:47:02,000 - mmdet - INFO - Epoch [2][1350/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4485, loss_bbox: 0.3029, d0.loss_cls: 0.5848, d0.loss_bbox: 0.4846 d1.loss_cls: 0.5758, d1.loss_bbox: 0.3564 d2.loss_cls: 0.4747, d2.loss_bbox: 0.4465 d3.loss_cls: 0.5313, d3.loss_bbox: 0.3823 d4.loss_cls: 0.4356, d4.loss_bbox: 0.4310, loss: 4.5375, grad_norm: 58.2918
2024-03-24 20:30:05,225 - my_logger - INFO - 2024-03-24 23:49:02,000 - mmdet - INFO - Epoch [2][1400/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4569, loss_bbox: 0.3920, d0.loss_cls: 0.3892, d0.loss_bbox: 0.5479 d1.loss_cls: 0.4710, d1.loss_bbox: 0.4171 d2.loss_cls: 0.5066, d2.loss_bbox: 0.4068 d3.loss_cls: 0.5441, d3.loss_bbox: 0.3774 d4.loss_cls: 0.5255, d4.loss_bbox: 0.5800, loss: 4.6488, grad_norm: 58.7364
2024-03-24 20:30:05,225 - my_logger - INFO - 2024-03-24 23:51:02,000 - mmdet - INFO - Epoch [2][1450/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3283, loss_bbox: 0.3496, d0.loss_cls: 0.4231, d0.loss_bbox: 0.4137 d1.loss_cls: 0.4621, d1.loss_bbox: 0.5111 d2.loss_cls: 0.5741, d2.loss_bbox: 0.4253 d3.loss_cls: 0.5518, d3.loss_bbox: 0.3962 d4.loss_cls: 0.3790, d4.loss_bbox: 0.3728, loss: 3.5607, grad_norm: 56.4954
2024-03-24 20:30:05,225 - my_logger - INFO - 2024-03-24 23:53:02,000 - mmdet - INFO - Epoch [2][1500/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4771, loss_bbox: 0.3498, d0.loss_cls: 0.4731, d0.loss_bbox: 0.5759 d1.loss_cls: 0.3442, d1.loss_bbox: 0.4234 d2.loss_cls: 0.3159, d2.loss_bbox: 0.4808 d3.loss_cls: 0.4109, d3.loss_bbox: 0.5530 d4.loss_cls: 0.3707, d4.loss_bbox: 0.4291, loss: 3.7092, grad_norm: 54.4140
2024-03-24 20:30:05,226 - my_logger - INFO - 2024-03-24 23:55:02,000 - mmdet - INFO - Epoch [2][1550/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3838, loss_bbox: 0.5456, d0.loss_cls: 0.5943, d0.loss_bbox: 0.5510 d1.loss_cls: 0.4690, d1.loss_bbox: 0.4548 d2.loss_cls: 0.3668, d2.loss_bbox: 0.4441 d3.loss_cls: 0.4225, d3.loss_bbox: 0.4434 d4.loss_cls: 0.4642, d4.loss_bbox: 0.5466, loss: 4.1443, grad_norm: 50.6566
2024-03-24 20:30:05,227 - my_logger - INFO - 2024-03-24 23:57:02,000 - mmdet - INFO - Epoch [2][1600/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5322, loss_bbox: 0.4139, d0.loss_cls: 0.4814, d0.loss_bbox: 0.3229 d1.loss_cls: 0.5883, d1.loss_bbox: 0.3967 d2.loss_cls: 0.5328, d2.loss_bbox: 0.3718 d3.loss_cls: 0.4258, d3.loss_bbox: 0.5828 d4.loss_cls: 0.3178, d4.loss_bbox: 0.4624, loss: 4.5736, grad_norm: 52.2321
2024-03-24 20:30:05,227 - my_logger - INFO - 2024-03-24 23:59:02,000 - mmdet - INFO - Epoch [2][1650/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3505, loss_bbox: 0.5389, d0.loss_cls: 0.3570, d0.loss_bbox: 0.4791 d1.loss_cls: 0.5895, d1.loss_bbox: 0.3002 d2.loss_cls: 0.3424, d2.loss_bbox: 0.5424 d3.loss_cls: 0.4222, d3.loss_bbox: 0.5087 d4.loss_cls: 0.5708, d4.loss_bbox: 0.3327, loss: 4.6104, grad_norm: 54.4320
2024-03-24 20:30:05,228 - my_logger - INFO - 2024-03-25 00:01:02,000 - mmdet - INFO - Epoch [2][1700/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3022, loss_bbox: 0.5385, d0.loss_cls: 0.4567, d0.loss_bbox: 0.4407 d1.loss_cls: 0.3663, d1.loss_bbox: 0.5412 d2.loss_cls: 0.5072, d2.loss_bbox: 0.4166 d3.loss_cls: 0.4679, d3.loss_bbox: 0.5677 d4.loss_cls: 0.5680, d4.loss_bbox: 0.5249, loss: 3.8626, grad_norm: 56.2329
2024-03-24 20:30:05,228 - my_logger - INFO - 2024-03-25 00:03:02,000 - mmdet - INFO - Epoch [2][1750/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4856, loss_bbox: 0.3577, d0.loss_cls: 0.5708, d0.loss_bbox: 0.5448 d1.loss_cls: 0.3350, d1.loss_bbox: 0.4530 d2.loss_cls: 0.3129, d2.loss_bbox: 0.4385 d3.loss_cls: 0.5070, d3.loss_bbox: 0.4784 d4.loss_cls: 0.5941, d4.loss_bbox: 0.3927, loss: 4.6410, grad_norm: 55.6881
2024-03-24 20:30:05,229 - my_logger - INFO - 2024-03-25 00:05:02,000 - mmdet - INFO - Epoch [2][1800/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3362, loss_bbox: 0.5513, d0.loss_cls: 0.3013, d0.loss_bbox: 0.5215 d1.loss_cls: 0.4740, d1.loss_bbox: 0.3804 d2.loss_cls: 0.4869, d2.loss_bbox: 0.3233 d3.loss_cls: 0.5448, d3.loss_bbox: 0.5273 d4.loss_cls: 0.5268, d4.loss_bbox: 0.3843, loss: 4.6101, grad_norm: 55.3944
2024-03-24 20:30:05,229 - my_logger - INFO - 2024-03-25 00:07:02,000 - mmdet - INFO - Epoch [2][1850/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2604, loss_bbox: 0.5949, d0.loss_cls: 0.3210, d0.loss_bbox: 0.5149 d1.loss_cls: 0.3170, d1.loss_bbox: 0.3648 d2.loss_cls: 0.4990, d2.loss_bbox: 0.4414 d3.loss_cls: 0.3772, d3.loss_bbox: 0.4627 d4.loss_cls: 0.3906, d4.loss_bbox: 0.3256, loss: 3.5534, grad_norm: 55.9423
2024-03-24 20:30:05,230 - my_logger - INFO - 2024-03-25 00:09:02,000 - mmdet - INFO - Epoch [2][1900/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2942, loss_bbox: 0.3318, d0.loss_cls: 0.5772, d0.loss_bbox: 0.3755 d1.loss_cls: 0.5893, d1.loss_bbox: 0.3761 d2.loss_cls: 0.5343, d2.loss_bbox: 0.5006 d3.loss_cls: 0.5180, d3.loss_bbox: 0.5242 d4.loss_cls: 0.3900, d4.loss_bbox: 0.5881, loss: 4.8100, grad_norm: 57.6428
2024-03-24 20:30:05,230 - my_logger - INFO - 2024-03-25 00:11:02,000 - mmdet - INFO - Epoch [2][1950/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3409, loss_bbox: 0.3404, d0.loss_cls: 0.4794, d0.loss_bbox: 0.3999 d1.loss_cls: 0.3995, d1.loss_bbox: 0.5873 d2.loss_cls: 0.4873, d2.loss_bbox: 0.5139 d3.loss_cls: 0.5539, d3.loss_bbox: 0.5224 d4.loss_cls: 0.3462, d4.loss_bbox: 0.4365, loss: 3.5816, grad_norm: 58.1363
2024-03-24 20:30:05,230 - my_logger - INFO - 2024-03-25 00:13:02,000 - mmdet - INFO - Epoch [2][2000/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.3515, d0.loss_cls: 0.4699, d0.loss_bbox: 0.4758 d1.loss_cls: 0.4311, d1.loss_bbox: 0.5815 d2.loss_cls: 0.3852, d2.loss_bbox: 0.3148 d3.loss_cls: 0.4489, d3.loss_bbox: 0.4680 d4.loss_cls: 0.3046, d4.loss_bbox: 0.5543, loss: 4.8494, grad_norm: 53.6120
2024-03-24 20:30:05,231 - my_logger - INFO - 2024-03-25 00:15:02,000 - mmdet - INFO - Epoch [2][2050/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3210, loss_bbox: 0.3499, d0.loss_cls: 0.3078, d0.loss_bbox: 0.4020 d1.loss_cls: 0.5989, d1.loss_bbox: 0.3083 d2.loss_cls: 0.5561, d2.loss_bbox: 0.3243 d3.loss_cls: 0.5048, d3.loss_bbox: 0.4821 d4.loss_cls: 0.5844, d4.loss_bbox: 0.4480, loss: 4.5850, grad_norm: 59.3939
2024-03-24 20:30:05,231 - my_logger - INFO - 2024-03-25 00:17:02,000 - mmdet - INFO - Epoch [2][2100/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3163, loss_bbox: 0.4337, d0.loss_cls: 0.5847, d0.loss_bbox: 0.5161 d1.loss_cls: 0.4283, d1.loss_bbox: 0.5043 d2.loss_cls: 0.4645, d2.loss_bbox: 0.3073 d3.loss_cls: 0.5756, d3.loss_bbox: 0.3942 d4.loss_cls: 0.4435, d4.loss_bbox: 0.4849, loss: 3.9592, grad_norm: 58.4547
2024-03-24 20:30:05,232 - my_logger - INFO - 2024-03-25 00:19:02,000 - mmdet - INFO - Epoch [2][2150/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5747, loss_bbox: 0.3196, d0.loss_cls: 0.4383, d0.loss_bbox: 0.5692 d1.loss_cls: 0.4665, d1.loss_bbox: 0.5837 d2.loss_cls: 0.4307, d2.loss_bbox: 0.3777 d3.loss_cls: 0.5816, d3.loss_bbox: 0.3879 d4.loss_cls: 0.5825, d4.loss_bbox: 0.4548, loss: 3.9545, grad_norm: 52.2807
2024-03-24 20:30:05,238 - my_logger - INFO - 2024-03-25 00:21:02,000 - mmdet - INFO - Epoch [2][2200/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2990, loss_bbox: 0.4068, d0.loss_cls: 0.5160, d0.loss_bbox: 0.4361 d1.loss_cls: 0.4787, d1.loss_bbox: 0.4554 d2.loss_cls: 0.3300, d2.loss_bbox: 0.5963 d3.loss_cls: 0.3567, d3.loss_bbox: 0.5781 d4.loss_cls: 0.5413, d4.loss_bbox: 0.5127, loss: 3.7187, grad_norm: 56.3665
2024-03-24 20:30:05,238 - my_logger - INFO - 2024-03-25 00:23:02,000 - mmdet - INFO - Epoch [2][2250/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2768, loss_bbox: 0.3505, d0.loss_cls: 0.3149, d0.loss_bbox: 0.5832 d1.loss_cls: 0.4833, d1.loss_bbox: 0.4864 d2.loss_cls: 0.3469, d2.loss_bbox: 0.4196 d3.loss_cls: 0.3715, d3.loss_bbox: 0.4773 d4.loss_cls: 0.4181, d4.loss_bbox: 0.4175, loss: 4.6337, grad_norm: 57.1425
2024-03-24 20:30:05,238 - my_logger - INFO - 2024-03-25 00:25:02,000 - mmdet - INFO - Epoch [2][2300/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5717, loss_bbox: 0.5445, d0.loss_cls: 0.3722, d0.loss_bbox: 0.4099 d1.loss_cls: 0.4455, d1.loss_bbox: 0.4188 d2.loss_cls: 0.5013, d2.loss_bbox: 0.3549 d3.loss_cls: 0.4702, d3.loss_bbox: 0.4465 d4.loss_cls: 0.4810, d4.loss_bbox: 0.3744, loss: 3.7251, grad_norm: 59.2979
2024-03-24 20:30:05,239 - my_logger - INFO - 2024-03-25 00:27:02,000 - mmdet - INFO - Epoch [2][2350/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3879, loss_bbox: 0.4264, d0.loss_cls: 0.3776, d0.loss_bbox: 0.4167 d1.loss_cls: 0.5449, d1.loss_bbox: 0.5756 d2.loss_cls: 0.3776, d2.loss_bbox: 0.5998 d3.loss_cls: 0.4385, d3.loss_bbox: 0.4229 d4.loss_cls: 0.4101, d4.loss_bbox: 0.4686, loss: 3.7066, grad_norm: 50.9295
2024-03-24 20:30:05,240 - my_logger - INFO - 2024-03-25 00:29:02,000 - mmdet - INFO - Epoch [2][2400/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4585, loss_bbox: 0.5335, d0.loss_cls: 0.5725, d0.loss_bbox: 0.3071 d1.loss_cls: 0.4140, d1.loss_bbox: 0.3374 d2.loss_cls: 0.4288, d2.loss_bbox: 0.5021 d3.loss_cls: 0.3043, d3.loss_bbox: 0.3704 d4.loss_cls: 0.5665, d4.loss_bbox: 0.4618, loss: 3.8308, grad_norm: 52.8498
2024-03-24 20:30:05,240 - my_logger - INFO - 2024-03-25 00:31:02,000 - mmdet - INFO - Epoch [2][2450/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4732, loss_bbox: 0.3883, d0.loss_cls: 0.3596, d0.loss_bbox: 0.4087 d1.loss_cls: 0.5016, d1.loss_bbox: 0.4650 d2.loss_cls: 0.4246, d2.loss_bbox: 0.4470 d3.loss_cls: 0.3802, d3.loss_bbox: 0.5127 d4.loss_cls: 0.3804, d4.loss_bbox: 0.3650, loss: 4.3277, grad_norm: 56.2649
2024-03-24 20:30:05,241 - my_logger - INFO - 2024-03-25 00:33:02,000 - mmdet - INFO - Epoch [2][2500/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2812, loss_bbox: 0.3760, d0.loss_cls: 0.5697, d0.loss_bbox: 0.5292 d1.loss_cls: 0.4066, d1.loss_bbox: 0.3605 d2.loss_cls: 0.3915, d2.loss_bbox: 0.4155 d3.loss_cls: 0.4096, d3.loss_bbox: 0.4342 d4.loss_cls: 0.4487, d4.loss_bbox: 0.5701, loss: 4.0489, grad_norm: 58.3581
2024-03-24 20:30:05,241 - my_logger - INFO - 2024-03-25 00:35:02,000 - mmdet - INFO - Epoch [2][2550/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3898, loss_bbox: 0.4386, d0.loss_cls: 0.3065, d0.loss_bbox: 0.4645 d1.loss_cls: 0.3238, d1.loss_bbox: 0.5840 d2.loss_cls: 0.4536, d2.loss_bbox: 0.5073 d3.loss_cls: 0.3368, d3.loss_bbox: 0.5043 d4.loss_cls: 0.3831, d4.loss_bbox: 0.5355, loss: 4.0720, grad_norm: 54.1152
2024-03-24 20:30:05,241 - my_logger - INFO - 2024-03-25 00:37:02,000 - mmdet - INFO - Epoch [2][2600/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5698, loss_bbox: 0.4089, d0.loss_cls: 0.4277, d0.loss_bbox: 0.3965 d1.loss_cls: 0.4992, d1.loss_bbox: 0.3153 d2.loss_cls: 0.3998, d2.loss_bbox: 0.4189 d3.loss_cls: 0.3868, d3.loss_bbox: 0.5768 d4.loss_cls: 0.5324, d4.loss_bbox: 0.4992, loss: 4.4747, grad_norm: 56.3623
2024-03-24 20:30:05,242 - my_logger - INFO - 2024-03-25 00:39:02,000 - mmdet - INFO - Epoch [2][2650/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3568, loss_bbox: 0.5105, d0.loss_cls: 0.4395, d0.loss_bbox: 0.4322 d1.loss_cls: 0.4480, d1.loss_bbox: 0.5686 d2.loss_cls: 0.5190, d2.loss_bbox: 0.3015 d3.loss_cls: 0.5671, d3.loss_bbox: 0.5674 d4.loss_cls: 0.5689, d4.loss_bbox: 0.4155, loss: 3.8637, grad_norm: 59.2610
2024-03-24 20:30:05,242 - my_logger - INFO - 2024-03-25 00:41:02,000 - mmdet - INFO - Epoch [2][2700/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4520, loss_bbox: 0.5520, d0.loss_cls: 0.4333, d0.loss_bbox: 0.4351 d1.loss_cls: 0.4248, d1.loss_bbox: 0.3013 d2.loss_cls: 0.3815, d2.loss_bbox: 0.5813 d3.loss_cls: 0.3114, d3.loss_bbox: 0.5264 d4.loss_cls: 0.4407, d4.loss_bbox: 0.4890, loss: 3.9657, grad_norm: 55.1274
2024-03-24 20:30:05,242 - my_logger - INFO - 2024-03-25 00:43:02,000 - mmdet - INFO - Epoch [2][2750/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5041, loss_bbox: 0.5807, d0.loss_cls: 0.5271, d0.loss_bbox: 0.5025 d1.loss_cls: 0.5449, d1.loss_bbox: 0.4308 d2.loss_cls: 0.5653, d2.loss_bbox: 0.4469 d3.loss_cls: 0.4666, d3.loss_bbox: 0.4374 d4.loss_cls: 0.3735, d4.loss_bbox: 0.3550, loss: 3.7550, grad_norm: 58.8169
2024-03-24 20:30:05,243 - my_logger - INFO - 2024-03-25 00:45:02,000 - mmdet - INFO - Epoch [2][2800/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3499, loss_bbox: 0.3715, d0.loss_cls: 0.3896, d0.loss_bbox: 0.5394 d1.loss_cls: 0.3948, d1.loss_bbox: 0.3527 d2.loss_cls: 0.4529, d2.loss_bbox: 0.4141 d3.loss_cls: 0.4689, d3.loss_bbox: 0.5741 d4.loss_cls: 0.5879, d4.loss_bbox: 0.4575, loss: 3.8099, grad_norm: 52.0982
2024-03-24 20:30:05,243 - my_logger - INFO - 2024-03-25 00:47:02,000 - mmdet - INFO - Epoch [2][2850/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3900, loss_bbox: 0.4011, d0.loss_cls: 0.5906, d0.loss_bbox: 0.4546 d1.loss_cls: 0.4339, d1.loss_bbox: 0.3326 d2.loss_cls: 0.5100, d2.loss_bbox: 0.3223 d3.loss_cls: 0.3618, d3.loss_bbox: 0.5947 d4.loss_cls: 0.3258, d4.loss_bbox: 0.4806, loss: 3.5558, grad_norm: 58.5461
2024-03-24 20:30:05,244 - my_logger - INFO - 2024-03-25 00:49:02,000 - mmdet - INFO - Epoch [2][2900/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2637, loss_bbox: 0.4682, d0.loss_cls: 0.3392, d0.loss_bbox: 0.5176 d1.loss_cls: 0.5062, d1.loss_bbox: 0.4480 d2.loss_cls: 0.3158, d2.loss_bbox: 0.5727 d3.loss_cls: 0.3516, d3.loss_bbox: 0.5011 d4.loss_cls: 0.4125, d4.loss_bbox: 0.3502, loss: 3.6208, grad_norm: 52.9786
2024-03-24 20:30:05,244 - my_logger - INFO - 2024-03-25 00:51:02,000 - mmdet - INFO - Epoch [2][2950/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3012, loss_bbox: 0.3722, d0.loss_cls: 0.4643, d0.loss_bbox: 0.5631 d1.loss_cls: 0.3334, d1.loss_bbox: 0.5535 d2.loss_cls: 0.3610, d2.loss_bbox: 0.5433 d3.loss_cls: 0.5328, d3.loss_bbox: 0.3566 d4.loss_cls: 0.4035, d4.loss_bbox: 0.3622, loss: 4.6978, grad_norm: 53.7651
2024-03-24 20:30:05,245 - my_logger - INFO - 2024-03-25 00:53:02,000 - mmdet - INFO - Epoch [2][3000/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4314, loss_bbox: 0.4833, d0.loss_cls: 0.4751, d0.loss_bbox: 0.5142 d1.loss_cls: 0.5060, d1.loss_bbox: 0.3268 d2.loss_cls: 0.5826, d2.loss_bbox: 0.3789 d3.loss_cls: 0.3825, d3.loss_bbox: 0.5451 d4.loss_cls: 0.4291, d4.loss_bbox: 0.5759, loss: 3.7860, grad_norm: 51.6680
2024-03-24 20:30:05,245 - my_logger - INFO - 2024-03-25 00:55:02,000 - mmdet - INFO - Epoch [2][3050/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3470, loss_bbox: 0.4443, d0.loss_cls: 0.4328, d0.loss_bbox: 0.5611 d1.loss_cls: 0.3346, d1.loss_bbox: 0.5733 d2.loss_cls: 0.3864, d2.loss_bbox: 0.3091 d3.loss_cls: 0.5242, d3.loss_bbox: 0.3347 d4.loss_cls: 0.4183, d4.loss_bbox: 0.3334, loss: 4.1138, grad_norm: 50.2121
2024-03-24 20:30:05,245 - my_logger - INFO - 2024-03-25 00:57:02,000 - mmdet - INFO - Epoch [2][3100/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4641, loss_bbox: 0.4745, d0.loss_cls: 0.3541, d0.loss_bbox: 0.5416 d1.loss_cls: 0.5185, d1.loss_bbox: 0.5264 d2.loss_cls: 0.4176, d2.loss_bbox: 0.3219 d3.loss_cls: 0.3472, d3.loss_bbox: 0.3673 d4.loss_cls: 0.3722, d4.loss_bbox: 0.3583, loss: 4.4802, grad_norm: 51.2329
2024-03-24 20:30:05,246 - my_logger - INFO - 2024-03-25 00:59:02,000 - mmdet - INFO - Epoch [2][3150/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5655, loss_bbox: 0.4144, d0.loss_cls: 0.5739, d0.loss_bbox: 0.3748 d1.loss_cls: 0.4023, d1.loss_bbox: 0.5903 d2.loss_cls: 0.4901, d2.loss_bbox: 0.3738 d3.loss_cls: 0.5328, d3.loss_bbox: 0.5854 d4.loss_cls: 0.5814, d4.loss_bbox: 0.3848, loss: 4.8792, grad_norm: 58.9843
2024-03-24 20:30:05,246 - my_logger - INFO - 2024-03-25 01:01:02,000 - mmdet - INFO - Epoch [2][3200/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3392, loss_bbox: 0.5782, d0.loss_cls: 0.3213, d0.loss_bbox: 0.4807 d1.loss_cls: 0.3095, d1.loss_bbox: 0.5189 d2.loss_cls: 0.3918, d2.loss_bbox: 0.3602 d3.loss_cls: 0.4480, d3.loss_bbox: 0.5646 d4.loss_cls: 0.3056, d4.loss_bbox: 0.3498, loss: 4.8474, grad_norm: 52.4326
2024-03-24 20:30:05,247 - my_logger - INFO - 2024-03-25 01:03:02,000 - mmdet - INFO - Epoch [2][3250/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2818, loss_bbox: 0.4221, d0.loss_cls: 0.5615, d0.loss_bbox: 0.5161 d1.loss_cls: 0.3042, d1.loss_bbox: 0.4000 d2.loss_cls: 0.3140, d2.loss_bbox: 0.4004 d3.loss_cls: 0.3513, d3.loss_bbox: 0.4047 d4.loss_cls: 0.3645, d4.loss_bbox: 0.3120, loss: 4.1218, grad_norm: 59.9142
2024-03-24 20:30:05,247 - my_logger - INFO - 2024-03-25 01:05:02,000 - mmdet - INFO - Epoch [2][3300/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4137, loss_bbox: 0.4651, d0.loss_cls: 0.4519, d0.loss_bbox: 0.4943 d1.loss_cls: 0.4147, d1.loss_bbox: 0.3792 d2.loss_cls: 0.5871, d2.loss_bbox: 0.5697 d3.loss_cls: 0.3270, d3.loss_bbox: 0.5331 d4.loss_cls: 0.5131, d4.loss_bbox: 0.4399, loss: 4.3416, grad_norm: 52.3132
2024-03-24 20:30:05,247 - my_logger - INFO - 2024-03-25 01:07:02,000 - mmdet - INFO - Epoch [2][3350/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5618, loss_bbox: 0.3120, d0.loss_cls: 0.5512, d0.loss_bbox: 0.4033 d1.loss_cls: 0.5239, d1.loss_bbox: 0.5511 d2.loss_cls: 0.4101, d2.loss_bbox: 0.4160 d3.loss_cls: 0.5637, d3.loss_bbox: 0.3105 d4.loss_cls: 0.3747, d4.loss_bbox: 0.3781, loss: 4.4734, grad_norm: 53.3977
2024-03-24 20:30:05,248 - my_logger - INFO - 2024-03-25 01:09:02,000 - mmdet - INFO - Epoch [2][3400/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3098, loss_bbox: 0.4160, d0.loss_cls: 0.5585, d0.loss_bbox: 0.3615 d1.loss_cls: 0.5288, d1.loss_bbox: 0.4142 d2.loss_cls: 0.5998, d2.loss_bbox: 0.4105 d3.loss_cls: 0.3801, d3.loss_bbox: 0.4945 d4.loss_cls: 0.5747, d4.loss_bbox: 0.5887, loss: 4.5600, grad_norm: 52.9087
2024-03-24 20:30:05,255 - my_logger - INFO - 2024-03-25 01:11:02,000 - mmdet - INFO - Epoch [2][3450/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3825, loss_bbox: 0.3495, d0.loss_cls: 0.3017, d0.loss_bbox: 0.5990 d1.loss_cls: 0.4973, d1.loss_bbox: 0.3227 d2.loss_cls: 0.5208, d2.loss_bbox: 0.4055 d3.loss_cls: 0.5609, d3.loss_bbox: 0.3777 d4.loss_cls: 0.3647, d4.loss_bbox: 0.5417, loss: 4.1000, grad_norm: 53.5377
2024-03-24 20:30:05,255 - my_logger - INFO - 2024-03-25 01:13:02,000 - mmdet - INFO - Epoch [2][3500/3517][Batch size: 50]	lr: 5.326e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3790, loss_bbox: 0.3865, d0.loss_cls: 0.5192, d0.loss_bbox: 0.5717 d1.loss_cls: 0.3666, d1.loss_bbox: 0.3779 d2.loss_cls: 0.4647, d2.loss_bbox: 0.3913 d3.loss_cls: 0.3511, d3.loss_bbox: 0.4511 d4.loss_cls: 0.4916, d4.loss_bbox: 0.5889, loss: 4.9642, grad_norm: 50.1983
2024-03-24 20:30:05,257 - my_logger - INFO - 2024-03-25 01:15:02,000 - mmdet - INFO - Epoch [3][0/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3688, loss_bbox: 0.5933, d0.loss_cls: 0.4826, d0.loss_bbox: 0.4899 d1.loss_cls: 0.3433, d1.loss_bbox: 0.4176 d2.loss_cls: 0.4515, d2.loss_bbox: 0.5260 d3.loss_cls: 0.5152, d3.loss_bbox: 0.5103 d4.loss_cls: 0.5615, d4.loss_bbox: 0.4599, loss: 4.0400, grad_norm: 51.7042
2024-03-24 20:30:05,258 - my_logger - INFO - 2024-03-25 01:17:02,000 - mmdet - INFO - Epoch [3][50/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4821, loss_bbox: 0.3410, d0.loss_cls: 0.4516, d0.loss_bbox: 0.4749 d1.loss_cls: 0.3909, d1.loss_bbox: 0.3395 d2.loss_cls: 0.4513, d2.loss_bbox: 0.4629 d3.loss_cls: 0.4000, d3.loss_bbox: 0.4778 d4.loss_cls: 0.3198, d4.loss_bbox: 0.5168, loss: 3.8578, grad_norm: 50.5214
2024-03-24 20:30:05,258 - my_logger - INFO - 2024-03-25 01:19:02,000 - mmdet - INFO - Epoch [3][100/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3959, loss_bbox: 0.3802, d0.loss_cls: 0.3975, d0.loss_bbox: 0.5406 d1.loss_cls: 0.5804, d1.loss_bbox: 0.5709 d2.loss_cls: 0.3341, d2.loss_bbox: 0.3468 d3.loss_cls: 0.3738, d3.loss_bbox: 0.5993 d4.loss_cls: 0.4188, d4.loss_bbox: 0.5100, loss: 4.5989, grad_norm: 50.9232
2024-03-24 20:30:05,258 - my_logger - INFO - 2024-03-25 01:21:02,000 - mmdet - INFO - Epoch [3][150/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5669, loss_bbox: 0.4076, d0.loss_cls: 0.4362, d0.loss_bbox: 0.4826 d1.loss_cls: 0.5134, d1.loss_bbox: 0.3930 d2.loss_cls: 0.5227, d2.loss_bbox: 0.5166 d3.loss_cls: 0.5081, d3.loss_bbox: 0.4817 d4.loss_cls: 0.5458, d4.loss_bbox: 0.5956, loss: 4.5032, grad_norm: 58.4145
2024-03-24 20:30:05,259 - my_logger - INFO - 2024-03-25 01:23:02,000 - mmdet - INFO - Epoch [3][200/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3782, loss_bbox: 0.4498, d0.loss_cls: 0.5363, d0.loss_bbox: 0.3579 d1.loss_cls: 0.3420, d1.loss_bbox: 0.4231 d2.loss_cls: 0.4271, d2.loss_bbox: 0.5682 d3.loss_cls: 0.4039, d3.loss_bbox: 0.4311 d4.loss_cls: 0.5274, d4.loss_bbox: 0.3640, loss: 3.6109, grad_norm: 57.9757
2024-03-24 20:30:05,259 - my_logger - INFO - 2024-03-25 01:25:02,000 - mmdet - INFO - Epoch [3][250/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3133, loss_bbox: 0.4385, d0.loss_cls: 0.3227, d0.loss_bbox: 0.5258 d1.loss_cls: 0.5299, d1.loss_bbox: 0.3343 d2.loss_cls: 0.4387, d2.loss_bbox: 0.5022 d3.loss_cls: 0.5734, d3.loss_bbox: 0.3715 d4.loss_cls: 0.4571, d4.loss_bbox: 0.5944, loss: 4.5391, grad_norm: 55.4078
2024-03-24 20:30:05,260 - my_logger - INFO - 2024-03-25 01:27:02,000 - mmdet - INFO - Epoch [3][300/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3658, loss_bbox: 0.3723, d0.loss_cls: 0.3158, d0.loss_bbox: 0.3180 d1.loss_cls: 0.3420, d1.loss_bbox: 0.3363 d2.loss_cls: 0.3714, d2.loss_bbox: 0.3326 d3.loss_cls: 0.5113, d3.loss_bbox: 0.3158 d4.loss_cls: 0.3587, d4.loss_bbox: 0.5198, loss: 4.4675, grad_norm: 57.4679
2024-03-24 20:30:05,260 - my_logger - INFO - 2024-03-25 01:29:02,000 - mmdet - INFO - Epoch [3][350/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3879, loss_bbox: 0.4211, d0.loss_cls: 0.5363, d0.loss_bbox: 0.5833 d1.loss_cls: 0.3099, d1.loss_bbox: 0.5931 d2.loss_cls: 0.4437, d2.loss_bbox: 0.3967 d3.loss_cls: 0.5292, d3.loss_bbox: 0.5630 d4.loss_cls: 0.3970, d4.loss_bbox: 0.3052, loss: 3.6209, grad_norm: 58.4527
2024-03-24 20:30:05,261 - my_logger - INFO - 2024-03-25 01:31:02,000 - mmdet - INFO - Epoch [3][400/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2703, loss_bbox: 0.3893, d0.loss_cls: 0.5891, d0.loss_bbox: 0.4256 d1.loss_cls: 0.3765, d1.loss_bbox: 0.3004 d2.loss_cls: 0.5484, d2.loss_bbox: 0.4701 d3.loss_cls: 0.4151, d3.loss_bbox: 0.4084 d4.loss_cls: 0.4963, d4.loss_bbox: 0.3943, loss: 4.7485, grad_norm: 59.6734
2024-03-24 20:30:05,261 - my_logger - INFO - 2024-03-25 01:33:02,000 - mmdet - INFO - Epoch [3][450/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3170, loss_bbox: 0.4089, d0.loss_cls: 0.5218, d0.loss_bbox: 0.4176 d1.loss_cls: 0.5442, d1.loss_bbox: 0.3076 d2.loss_cls: 0.4233, d2.loss_bbox: 0.5803 d3.loss_cls: 0.3025, d3.loss_bbox: 0.3283 d4.loss_cls: 0.5433, d4.loss_bbox: 0.3232, loss: 4.9881, grad_norm: 56.9853
2024-03-24 20:30:05,262 - my_logger - INFO - 2024-03-25 01:35:02,000 - mmdet - INFO - Epoch [3][500/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4259, loss_bbox: 0.3981, d0.loss_cls: 0.5810, d0.loss_bbox: 0.4695 d1.loss_cls: 0.4884, d1.loss_bbox: 0.3569 d2.loss_cls: 0.3963, d2.loss_bbox: 0.3129 d3.loss_cls: 0.3664, d3.loss_bbox: 0.5343 d4.loss_cls: 0.3163, d4.loss_bbox: 0.4076, loss: 4.9329, grad_norm: 56.9552
2024-03-24 20:30:05,262 - my_logger - INFO - 2024-03-25 01:37:02,000 - mmdet - INFO - Epoch [3][550/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2509, loss_bbox: 0.5416, d0.loss_cls: 0.5672, d0.loss_bbox: 0.5983 d1.loss_cls: 0.4694, d1.loss_bbox: 0.5171 d2.loss_cls: 0.5929, d2.loss_bbox: 0.3055 d3.loss_cls: 0.4293, d3.loss_bbox: 0.4014 d4.loss_cls: 0.5288, d4.loss_bbox: 0.5214, loss: 4.0624, grad_norm: 51.0721
2024-03-24 20:30:05,262 - my_logger - INFO - 2024-03-25 01:39:02,000 - mmdet - INFO - Epoch [3][600/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5532, loss_bbox: 0.5893, d0.loss_cls: 0.5319, d0.loss_bbox: 0.5407 d1.loss_cls: 0.5232, d1.loss_bbox: 0.5468 d2.loss_cls: 0.5795, d2.loss_bbox: 0.3694 d3.loss_cls: 0.5819, d3.loss_bbox: 0.5621 d4.loss_cls: 0.5760, d4.loss_bbox: 0.3968, loss: 4.1967, grad_norm: 55.7053
2024-03-24 20:30:05,263 - my_logger - INFO - 2024-03-25 01:41:02,000 - mmdet - INFO - Epoch [3][650/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5582, loss_bbox: 0.5781, d0.loss_cls: 0.4388, d0.loss_bbox: 0.3242 d1.loss_cls: 0.5769, d1.loss_bbox: 0.3320 d2.loss_cls: 0.4262, d2.loss_bbox: 0.5981 d3.loss_cls: 0.4440, d3.loss_bbox: 0.3069 d4.loss_cls: 0.3708, d4.loss_bbox: 0.3472, loss: 4.8076, grad_norm: 58.0749
2024-03-24 20:30:05,263 - my_logger - INFO - 2024-03-25 01:43:02,000 - mmdet - INFO - Epoch [3][700/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3569, loss_bbox: 0.5593, d0.loss_cls: 0.4393, d0.loss_bbox: 0.3038 d1.loss_cls: 0.3388, d1.loss_bbox: 0.3355 d2.loss_cls: 0.3213, d2.loss_bbox: 0.4017 d3.loss_cls: 0.4046, d3.loss_bbox: 0.5850 d4.loss_cls: 0.4976, d4.loss_bbox: 0.4889, loss: 4.6094, grad_norm: 50.7730
2024-03-24 20:30:05,263 - my_logger - INFO - 2024-03-25 01:45:02,000 - mmdet - INFO - Epoch [3][750/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4946, loss_bbox: 0.5605, d0.loss_cls: 0.3485, d0.loss_bbox: 0.5941 d1.loss_cls: 0.5583, d1.loss_bbox: 0.5952 d2.loss_cls: 0.4116, d2.loss_bbox: 0.4327 d3.loss_cls: 0.4209, d3.loss_bbox: 0.4509 d4.loss_cls: 0.5615, d4.loss_bbox: 0.4040, loss: 4.7161, grad_norm: 57.5249
2024-03-24 20:30:05,270 - my_logger - INFO - 2024-03-25 01:47:02,000 - mmdet - INFO - Epoch [3][800/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4173, loss_bbox: 0.5286, d0.loss_cls: 0.5463, d0.loss_bbox: 0.4182 d1.loss_cls: 0.4885, d1.loss_bbox: 0.5440 d2.loss_cls: 0.3429, d2.loss_bbox: 0.4458 d3.loss_cls: 0.4165, d3.loss_bbox: 0.4366 d4.loss_cls: 0.4618, d4.loss_bbox: 0.5520, loss: 3.5175, grad_norm: 56.8511
2024-03-24 20:30:05,270 - my_logger - INFO - 2024-03-25 01:49:02,000 - mmdet - INFO - Epoch [3][850/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5553, loss_bbox: 0.3188, d0.loss_cls: 0.4864, d0.loss_bbox: 0.4824 d1.loss_cls: 0.3384, d1.loss_bbox: 0.5864 d2.loss_cls: 0.4322, d2.loss_bbox: 0.4494 d3.loss_cls: 0.4199, d3.loss_bbox: 0.4408 d4.loss_cls: 0.4929, d4.loss_bbox: 0.3537, loss: 4.3146, grad_norm: 52.2218
2024-03-24 20:30:05,270 - my_logger - INFO - 2024-03-25 01:51:02,000 - mmdet - INFO - Epoch [3][900/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4569, loss_bbox: 0.4684, d0.loss_cls: 0.4493, d0.loss_bbox: 0.4193 d1.loss_cls: 0.5572, d1.loss_bbox: 0.4294 d2.loss_cls: 0.3272, d2.loss_bbox: 0.3736 d3.loss_cls: 0.4678, d3.loss_bbox: 0.4893 d4.loss_cls: 0.4797, d4.loss_bbox: 0.3594, loss: 4.8080, grad_norm: 58.4969
2024-03-24 20:30:05,271 - my_logger - INFO - 2024-03-25 01:53:02,000 - mmdet - INFO - Epoch [3][950/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3646, loss_bbox: 0.4880, d0.loss_cls: 0.4672, d0.loss_bbox: 0.5553 d1.loss_cls: 0.4478, d1.loss_bbox: 0.3717 d2.loss_cls: 0.4296, d2.loss_bbox: 0.5589 d3.loss_cls: 0.3872, d3.loss_bbox: 0.4380 d4.loss_cls: 0.4881, d4.loss_bbox: 0.3981, loss: 4.3412, grad_norm: 57.4280
2024-03-24 20:30:05,271 - my_logger - INFO - 2024-03-25 01:55:02,000 - mmdet - INFO - Epoch [3][1000/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5817, loss_bbox: 0.4473, d0.loss_cls: 0.5423, d0.loss_bbox: 0.4118 d1.loss_cls: 0.4695, d1.loss_bbox: 0.3269 d2.loss_cls: 0.3874, d2.loss_bbox: 0.3439 d3.loss_cls: 0.5112, d3.loss_bbox: 0.4022 d4.loss_cls: 0.3228, d4.loss_bbox: 0.4922, loss: 3.9336, grad_norm: 59.2543
2024-03-24 20:30:05,272 - my_logger - INFO - 2024-03-25 01:57:02,000 - mmdet - INFO - Epoch [3][1050/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2678, loss_bbox: 0.5552, d0.loss_cls: 0.5829, d0.loss_bbox: 0.5136 d1.loss_cls: 0.4696, d1.loss_bbox: 0.3333 d2.loss_cls: 0.4772, d2.loss_bbox: 0.3151 d3.loss_cls: 0.5627, d3.loss_bbox: 0.5574 d4.loss_cls: 0.3794, d4.loss_bbox: 0.3156, loss: 4.8800, grad_norm: 53.1948
2024-03-24 20:30:05,272 - my_logger - INFO - 2024-03-25 01:59:02,000 - mmdet - INFO - Epoch [3][1100/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3204, loss_bbox: 0.4483, d0.loss_cls: 0.3169, d0.loss_bbox: 0.3551 d1.loss_cls: 0.5314, d1.loss_bbox: 0.4932 d2.loss_cls: 0.3083, d2.loss_bbox: 0.3249 d3.loss_cls: 0.3318, d3.loss_bbox: 0.3101 d4.loss_cls: 0.4550, d4.loss_bbox: 0.5232, loss: 4.9448, grad_norm: 51.8560
2024-03-24 20:30:05,272 - my_logger - INFO - 2024-03-25 02:01:02,000 - mmdet - INFO - Epoch [3][1150/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5714, loss_bbox: 0.4191, d0.loss_cls: 0.5655, d0.loss_bbox: 0.4959 d1.loss_cls: 0.4065, d1.loss_bbox: 0.5966 d2.loss_cls: 0.5791, d2.loss_bbox: 0.3973 d3.loss_cls: 0.3747, d3.loss_bbox: 0.4771 d4.loss_cls: 0.5402, d4.loss_bbox: 0.4777, loss: 4.5199, grad_norm: 51.5699
2024-03-24 20:30:05,273 - my_logger - INFO - 2024-03-25 02:03:02,000 - mmdet - INFO - Epoch [3][1200/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3812, loss_bbox: 0.3544, d0.loss_cls: 0.4036, d0.loss_bbox: 0.4995 d1.loss_cls: 0.3917, d1.loss_bbox: 0.4437 d2.loss_cls: 0.4046, d2.loss_bbox: 0.5901 d3.loss_cls: 0.3259, d3.loss_bbox: 0.5639 d4.loss_cls: 0.3236, d4.loss_bbox: 0.4469, loss: 4.8358, grad_norm: 56.9589
2024-03-24 20:30:05,273 - my_logger - INFO - 2024-03-25 02:05:02,000 - mmdet - INFO - Epoch [3][1250/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5078, loss_bbox: 0.4261, d0.loss_cls: 0.5260, d0.loss_bbox: 0.3984 d1.loss_cls: 0.3533, d1.loss_bbox: 0.5294 d2.loss_cls: 0.5355, d2.loss_bbox: 0.4526 d3.loss_cls: 0.3883, d3.loss_bbox: 0.5930 d4.loss_cls: 0.3955, d4.loss_bbox: 0.5303, loss: 3.7020, grad_norm: 52.6253
2024-03-24 20:30:05,273 - my_logger - INFO - 2024-03-25 02:07:02,000 - mmdet - INFO - Epoch [3][1300/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3663, loss_bbox: 0.5962, d0.loss_cls: 0.3994, d0.loss_bbox: 0.5810 d1.loss_cls: 0.3347, d1.loss_bbox: 0.3215 d2.loss_cls: 0.5940, d2.loss_bbox: 0.3822 d3.loss_cls: 0.4249, d3.loss_bbox: 0.5046 d4.loss_cls: 0.4930, d4.loss_bbox: 0.3561, loss: 4.6566, grad_norm: 56.2761
2024-03-24 20:30:05,274 - my_logger - INFO - 2024-03-25 02:09:02,000 - mmdet - INFO - Epoch [3][1350/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4091, loss_bbox: 0.5215, d0.loss_cls: 0.3003, d0.loss_bbox: 0.3043 d1.loss_cls: 0.4326, d1.loss_bbox: 0.4564 d2.loss_cls: 0.3572, d2.loss_bbox: 0.3598 d3.loss_cls: 0.5628, d3.loss_bbox: 0.4993 d4.loss_cls: 0.4137, d4.loss_bbox: 0.4794, loss: 4.5959, grad_norm: 50.8376
2024-03-24 20:30:05,274 - my_logger - INFO - 2024-03-25 02:11:02,000 - mmdet - INFO - Epoch [3][1400/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3403, loss_bbox: 0.4439, d0.loss_cls: 0.3799, d0.loss_bbox: 0.3620 d1.loss_cls: 0.5158, d1.loss_bbox: 0.5130 d2.loss_cls: 0.3455, d2.loss_bbox: 0.3184 d3.loss_cls: 0.4075, d3.loss_bbox: 0.4662 d4.loss_cls: 0.3911, d4.loss_bbox: 0.3923, loss: 4.7097, grad_norm: 58.8538
2024-03-24 20:30:05,274 - my_logger - INFO - 2024-03-25 02:13:02,000 - mmdet - INFO - Epoch [3][1450/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2700, loss_bbox: 0.3966, d0.loss_cls: 0.5351, d0.loss_bbox: 0.5028 d1.loss_cls: 0.3572, d1.loss_bbox: 0.3763 d2.loss_cls: 0.5233, d2.loss_bbox: 0.4573 d3.loss_cls: 0.3943, d3.loss_bbox: 0.4890 d4.loss_cls: 0.3784, d4.loss_bbox: 0.3366, loss: 4.1659, grad_norm: 53.5230
2024-03-24 20:30:05,275 - my_logger - INFO - 2024-03-25 02:15:02,000 - mmdet - INFO - Epoch [3][1500/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3449, loss_bbox: 0.3554, d0.loss_cls: 0.4118, d0.loss_bbox: 0.4238 d1.loss_cls: 0.5109, d1.loss_bbox: 0.4211 d2.loss_cls: 0.3215, d2.loss_bbox: 0.3990 d3.loss_cls: 0.3590, d3.loss_bbox: 0.4636 d4.loss_cls: 0.5188, d4.loss_bbox: 0.3631, loss: 4.8368, grad_norm: 51.1147
2024-03-24 20:30:05,275 - my_logger - INFO - 2024-03-25 02:17:02,000 - mmdet - INFO - Epoch [3][1550/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4658, loss_bbox: 0.4379, d0.loss_cls: 0.4013, d0.loss_bbox: 0.3520 d1.loss_cls: 0.5441, d1.loss_bbox: 0.3795 d2.loss_cls: 0.4097, d2.loss_bbox: 0.3737 d3.loss_cls: 0.5485, d3.loss_bbox: 0.4021 d4.loss_cls: 0.3022, d4.loss_bbox: 0.4632, loss: 3.6573, grad_norm: 57.6607
2024-03-24 20:30:05,276 - my_logger - INFO - 2024-03-25 02:19:02,000 - mmdet - INFO - Epoch [3][1600/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4206, loss_bbox: 0.5232, d0.loss_cls: 0.5756, d0.loss_bbox: 0.5006 d1.loss_cls: 0.3333, d1.loss_bbox: 0.4767 d2.loss_cls: 0.3382, d2.loss_bbox: 0.4750 d3.loss_cls: 0.3303, d3.loss_bbox: 0.4393 d4.loss_cls: 0.4811, d4.loss_bbox: 0.4356, loss: 4.2756, grad_norm: 51.6207
2024-03-24 20:30:05,276 - my_logger - INFO - 2024-03-25 02:21:02,000 - mmdet - INFO - Epoch [3][1650/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3040, loss_bbox: 0.5726, d0.loss_cls: 0.4261, d0.loss_bbox: 0.3423 d1.loss_cls: 0.5408, d1.loss_bbox: 0.5830 d2.loss_cls: 0.5018, d2.loss_bbox: 0.4748 d3.loss_cls: 0.3019, d3.loss_bbox: 0.5046 d4.loss_cls: 0.5332, d4.loss_bbox: 0.5791, loss: 3.9719, grad_norm: 55.5290
2024-03-24 20:30:05,276 - my_logger - INFO - 2024-03-25 02:23:02,000 - mmdet - INFO - Epoch [3][1700/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4853, loss_bbox: 0.5099, d0.loss_cls: 0.3425, d0.loss_bbox: 0.5873 d1.loss_cls: 0.4462, d1.loss_bbox: 0.5410 d2.loss_cls: 0.5717, d2.loss_bbox: 0.5945 d3.loss_cls: 0.5391, d3.loss_bbox: 0.3334 d4.loss_cls: 0.3522, d4.loss_bbox: 0.5334, loss: 4.7533, grad_norm: 56.9887
2024-03-24 20:30:05,277 - my_logger - INFO - 2024-03-25 02:25:02,000 - mmdet - INFO - Epoch [3][1750/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5297, loss_bbox: 0.5102, d0.loss_cls: 0.4129, d0.loss_bbox: 0.4961 d1.loss_cls: 0.5999, d1.loss_bbox: 0.3765 d2.loss_cls: 0.5690, d2.loss_bbox: 0.4588 d3.loss_cls: 0.4402, d3.loss_bbox: 0.4277 d4.loss_cls: 0.3917, d4.loss_bbox: 0.3617, loss: 3.7933, grad_norm: 53.4107
2024-03-24 20:30:05,277 - my_logger - INFO - 2024-03-25 02:27:02,000 - mmdet - INFO - Epoch [3][1800/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5541, loss_bbox: 0.5327, d0.loss_cls: 0.4092, d0.loss_bbox: 0.5455 d1.loss_cls: 0.4011, d1.loss_bbox: 0.3331 d2.loss_cls: 0.3222, d2.loss_bbox: 0.4980 d3.loss_cls: 0.5281, d3.loss_bbox: 0.5441 d4.loss_cls: 0.3631, d4.loss_bbox: 0.3999, loss: 4.1498, grad_norm: 54.8897
2024-03-24 20:30:05,278 - my_logger - INFO - 2024-03-25 02:29:02,000 - mmdet - INFO - Epoch [3][1850/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4157, loss_bbox: 0.5331, d0.loss_cls: 0.4553, d0.loss_bbox: 0.3272 d1.loss_cls: 0.3539, d1.loss_bbox: 0.5225 d2.loss_cls: 0.5191, d2.loss_bbox: 0.4979 d3.loss_cls: 0.3267, d3.loss_bbox: 0.3819 d4.loss_cls: 0.3183, d4.loss_bbox: 0.3170, loss: 4.3366, grad_norm: 54.6266
2024-03-24 20:30:05,278 - my_logger - INFO - 2024-03-25 02:31:02,000 - mmdet - INFO - Epoch [3][1900/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3699, loss_bbox: 0.5828, d0.loss_cls: 0.4683, d0.loss_bbox: 0.4949 d1.loss_cls: 0.4238, d1.loss_bbox: 0.4511 d2.loss_cls: 0.5874, d2.loss_bbox: 0.5233 d3.loss_cls: 0.5634, d3.loss_bbox: 0.4417 d4.loss_cls: 0.5713, d4.loss_bbox: 0.5434, loss: 4.8229, grad_norm: 57.6413
2024-03-24 20:30:05,279 - my_logger - INFO - 2024-03-25 02:33:02,000 - mmdet - INFO - Epoch [3][1950/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5411, loss_bbox: 0.4228, d0.loss_cls: 0.4377, d0.loss_bbox: 0.4172 d1.loss_cls: 0.5018, d1.loss_bbox: 0.5288 d2.loss_cls: 0.5465, d2.loss_bbox: 0.4213 d3.loss_cls: 0.3120, d3.loss_bbox: 0.5280 d4.loss_cls: 0.4107, d4.loss_bbox: 0.3044, loss: 4.7349, grad_norm: 53.4947
2024-03-24 20:30:05,279 - my_logger - INFO - 2024-03-25 02:35:02,000 - mmdet - INFO - Epoch [3][2000/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2784, loss_bbox: 0.5720, d0.loss_cls: 0.3456, d0.loss_bbox: 0.4336 d1.loss_cls: 0.3787, d1.loss_bbox: 0.5852 d2.loss_cls: 0.3582, d2.loss_bbox: 0.5480 d3.loss_cls: 0.5019, d3.loss_bbox: 0.5963 d4.loss_cls: 0.4675, d4.loss_bbox: 0.3870, loss: 4.3431, grad_norm: 54.1147
2024-03-24 20:30:05,279 - my_logger - INFO - 2024-03-25 02:37:02,000 - mmdet - INFO - Epoch [3][2050/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2782, loss_bbox: 0.3661, d0.loss_cls: 0.5178, d0.loss_bbox: 0.3234 d1.loss_cls: 0.4463, d1.loss_bbox: 0.4964 d2.loss_cls: 0.3372, d2.loss_bbox: 0.3146 d3.loss_cls: 0.3673, d3.loss_bbox: 0.4659 d4.loss_cls: 0.3299, d4.loss_bbox: 0.4108, loss: 4.4435, grad_norm: 59.6764
2024-03-24 20:30:05,280 - my_logger - INFO - 2024-03-25 02:39:02,000 - mmdet - INFO - Epoch [3][2100/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4110, loss_bbox: 0.4031, d0.loss_cls: 0.3058, d0.loss_bbox: 0.5521 d1.loss_cls: 0.3453, d1.loss_bbox: 0.3339 d2.loss_cls: 0.3628, d2.loss_bbox: 0.4478 d3.loss_cls: 0.3420, d3.loss_bbox: 0.4740 d4.loss_cls: 0.5389, d4.loss_bbox: 0.5028, loss: 3.6851, grad_norm: 52.9644
2024-03-24 20:30:05,286 - my_logger - INFO - 2024-03-25 02:41:02,000 - mmdet - INFO - Epoch [3][2150/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4497, loss_bbox: 0.3295, d0.loss_cls: 0.4352, d0.loss_bbox: 0.5031 d1.loss_cls: 0.5191, d1.loss_bbox: 0.5885 d2.loss_cls: 0.3435, d2.loss_bbox: 0.5091 d3.loss_cls: 0.5124, d3.loss_bbox: 0.4245 d4.loss_cls: 0.4345, d4.loss_bbox: 0.4888, loss: 4.4093, grad_norm: 55.1559
2024-03-24 20:30:05,286 - my_logger - INFO - 2024-03-25 02:43:02,000 - mmdet - INFO - Epoch [3][2200/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3970, loss_bbox: 0.4723, d0.loss_cls: 0.5852, d0.loss_bbox: 0.5707 d1.loss_cls: 0.4443, d1.loss_bbox: 0.4538 d2.loss_cls: 0.5426, d2.loss_bbox: 0.5869 d3.loss_cls: 0.3684, d3.loss_bbox: 0.4972 d4.loss_cls: 0.4404, d4.loss_bbox: 0.3282, loss: 4.0010, grad_norm: 56.0640
2024-03-24 20:30:05,287 - my_logger - INFO - 2024-03-25 02:45:02,000 - mmdet - INFO - Epoch [3][2250/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2776, loss_bbox: 0.4565, d0.loss_cls: 0.4414, d0.loss_bbox: 0.4666 d1.loss_cls: 0.4377, d1.loss_bbox: 0.3561 d2.loss_cls: 0.3759, d2.loss_bbox: 0.3512 d3.loss_cls: 0.5258, d3.loss_bbox: 0.3030 d4.loss_cls: 0.3421, d4.loss_bbox: 0.4161, loss: 4.7458, grad_norm: 53.9752
2024-03-24 20:30:05,287 - my_logger - INFO - 2024-03-25 02:47:02,000 - mmdet - INFO - Epoch [3][2300/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3435, loss_bbox: 0.5502, d0.loss_cls: 0.3058, d0.loss_bbox: 0.3536 d1.loss_cls: 0.4923, d1.loss_bbox: 0.4223 d2.loss_cls: 0.4662, d2.loss_bbox: 0.4868 d3.loss_cls: 0.5466, d3.loss_bbox: 0.5607 d4.loss_cls: 0.5410, d4.loss_bbox: 0.5633, loss: 4.5736, grad_norm: 55.0640
2024-03-24 20:30:05,287 - my_logger - INFO - 2024-03-25 02:49:02,000 - mmdet - INFO - Epoch [3][2350/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3735, loss_bbox: 0.5069, d0.loss_cls: 0.4082, d0.loss_bbox: 0.5957 d1.loss_cls: 0.5873, d1.loss_bbox: 0.4004 d2.loss_cls: 0.3438, d2.loss_bbox: 0.4056 d3.loss_cls: 0.4560, d3.loss_bbox: 0.4823 d4.loss_cls: 0.4950, d4.loss_bbox: 0.3786, loss: 4.7443, grad_norm: 51.6858
2024-03-24 20:30:05,288 - my_logger - INFO - 2024-03-25 02:51:02,000 - mmdet - INFO - Epoch [3][2400/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3489, loss_bbox: 0.3699, d0.loss_cls: 0.5218, d0.loss_bbox: 0.4999 d1.loss_cls: 0.4124, d1.loss_bbox: 0.4590 d2.loss_cls: 0.5134, d2.loss_bbox: 0.3700 d3.loss_cls: 0.5692, d3.loss_bbox: 0.3341 d4.loss_cls: 0.5818, d4.loss_bbox: 0.3628, loss: 4.7395, grad_norm: 59.7307
2024-03-24 20:30:05,288 - my_logger - INFO - 2024-03-25 02:53:02,000 - mmdet - INFO - Epoch [3][2450/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5231, loss_bbox: 0.4501, d0.loss_cls: 0.5297, d0.loss_bbox: 0.4701 d1.loss_cls: 0.3573, d1.loss_bbox: 0.5689 d2.loss_cls: 0.4343, d2.loss_bbox: 0.3558 d3.loss_cls: 0.4149, d3.loss_bbox: 0.4389 d4.loss_cls: 0.3961, d4.loss_bbox: 0.3827, loss: 3.8465, grad_norm: 51.7841
2024-03-24 20:30:05,288 - my_logger - INFO - 2024-03-25 02:55:02,000 - mmdet - INFO - Epoch [3][2500/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4341, loss_bbox: 0.3072, d0.loss_cls: 0.3467, d0.loss_bbox: 0.4497 d1.loss_cls: 0.4272, d1.loss_bbox: 0.4393 d2.loss_cls: 0.4430, d2.loss_bbox: 0.4512 d3.loss_cls: 0.3520, d3.loss_bbox: 0.3827 d4.loss_cls: 0.4661, d4.loss_bbox: 0.5298, loss: 3.6636, grad_norm: 56.9938
2024-03-24 20:30:05,289 - my_logger - INFO - 2024-03-25 02:57:02,000 - mmdet - INFO - Epoch [3][2550/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2633, loss_bbox: 0.3612, d0.loss_cls: 0.3519, d0.loss_bbox: 0.5070 d1.loss_cls: 0.3704, d1.loss_bbox: 0.5928 d2.loss_cls: 0.5659, d2.loss_bbox: 0.4539 d3.loss_cls: 0.3104, d3.loss_bbox: 0.3600 d4.loss_cls: 0.4449, d4.loss_bbox: 0.5854, loss: 3.9848, grad_norm: 58.7440
2024-03-24 20:30:05,289 - my_logger - INFO - 2024-03-25 02:59:02,000 - mmdet - INFO - Epoch [3][2600/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4701, loss_bbox: 0.3350, d0.loss_cls: 0.5877, d0.loss_bbox: 0.5178 d1.loss_cls: 0.4339, d1.loss_bbox: 0.4438 d2.loss_cls: 0.3369, d2.loss_bbox: 0.4912 d3.loss_cls: 0.5774, d3.loss_bbox: 0.4986 d4.loss_cls: 0.3590, d4.loss_bbox: 0.4983, loss: 4.9796, grad_norm: 51.1228
2024-03-24 20:30:05,289 - my_logger - INFO - 2024-03-25 03:01:02,000 - mmdet - INFO - Epoch [3][2650/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4776, loss_bbox: 0.3578, d0.loss_cls: 0.3684, d0.loss_bbox: 0.4840 d1.loss_cls: 0.5925, d1.loss_bbox: 0.4741 d2.loss_cls: 0.4742, d2.loss_bbox: 0.4849 d3.loss_cls: 0.3602, d3.loss_bbox: 0.3309 d4.loss_cls: 0.5606, d4.loss_bbox: 0.5295, loss: 3.7481, grad_norm: 58.4779
2024-03-24 20:30:05,289 - my_logger - INFO - 2024-03-25 03:03:02,000 - mmdet - INFO - Epoch [3][2700/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4704, loss_bbox: 0.4408, d0.loss_cls: 0.3515, d0.loss_bbox: 0.4484 d1.loss_cls: 0.3137, d1.loss_bbox: 0.4172 d2.loss_cls: 0.4223, d2.loss_bbox: 0.5170 d3.loss_cls: 0.5964, d3.loss_bbox: 0.3434 d4.loss_cls: 0.4834, d4.loss_bbox: 0.3160, loss: 4.9264, grad_norm: 56.7032
2024-03-24 20:30:05,289 - my_logger - INFO - 2024-03-25 03:05:02,000 - mmdet - INFO - Epoch [3][2750/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5592, loss_bbox: 0.3203, d0.loss_cls: 0.3224, d0.loss_bbox: 0.3826 d1.loss_cls: 0.3959, d1.loss_bbox: 0.5763 d2.loss_cls: 0.4143, d2.loss_bbox: 0.4474 d3.loss_cls: 0.4768, d3.loss_bbox: 0.4664 d4.loss_cls: 0.5969, d4.loss_bbox: 0.5286, loss: 4.9855, grad_norm: 52.3560
2024-03-24 20:30:05,290 - my_logger - INFO - 2024-03-25 03:07:02,000 - mmdet - INFO - Epoch [3][2800/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4100, loss_bbox: 0.5532, d0.loss_cls: 0.5325, d0.loss_bbox: 0.4179 d1.loss_cls: 0.5961, d1.loss_bbox: 0.3187 d2.loss_cls: 0.3440, d2.loss_bbox: 0.4804 d3.loss_cls: 0.5123, d3.loss_bbox: 0.5396 d4.loss_cls: 0.4344, d4.loss_bbox: 0.3884, loss: 4.9021, grad_norm: 55.1244
2024-03-24 20:30:05,290 - my_logger - INFO - 2024-03-25 03:09:02,000 - mmdet - INFO - Epoch [3][2850/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2825, loss_bbox: 0.5756, d0.loss_cls: 0.4123, d0.loss_bbox: 0.4318 d1.loss_cls: 0.4081, d1.loss_bbox: 0.5648 d2.loss_cls: 0.5095, d2.loss_bbox: 0.5550 d3.loss_cls: 0.4595, d3.loss_bbox: 0.5650 d4.loss_cls: 0.3137, d4.loss_bbox: 0.4771, loss: 4.3939, grad_norm: 56.7654
2024-03-24 20:30:05,290 - my_logger - INFO - 2024-03-25 03:11:02,000 - mmdet - INFO - Epoch [3][2900/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4844, loss_bbox: 0.5682, d0.loss_cls: 0.5579, d0.loss_bbox: 0.3242 d1.loss_cls: 0.3504, d1.loss_bbox: 0.3653 d2.loss_cls: 0.4868, d2.loss_bbox: 0.4838 d3.loss_cls: 0.3237, d3.loss_bbox: 0.5266 d4.loss_cls: 0.4333, d4.loss_bbox: 0.5335, loss: 4.3937, grad_norm: 54.8091
2024-03-24 20:30:05,291 - my_logger - INFO - 2024-03-25 03:13:02,000 - mmdet - INFO - Epoch [3][2950/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4771, loss_bbox: 0.5018, d0.loss_cls: 0.5551, d0.loss_bbox: 0.4070 d1.loss_cls: 0.5805, d1.loss_bbox: 0.5928 d2.loss_cls: 0.3206, d2.loss_bbox: 0.5237 d3.loss_cls: 0.3644, d3.loss_bbox: 0.4246 d4.loss_cls: 0.4336, d4.loss_bbox: 0.4143, loss: 3.6145, grad_norm: 59.2436
2024-03-24 20:30:05,291 - my_logger - INFO - 2024-03-25 03:15:02,000 - mmdet - INFO - Epoch [3][3000/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4712, loss_bbox: 0.3333, d0.loss_cls: 0.5271, d0.loss_bbox: 0.4952 d1.loss_cls: 0.5657, d1.loss_bbox: 0.3151 d2.loss_cls: 0.3189, d2.loss_bbox: 0.5824 d3.loss_cls: 0.4780, d3.loss_bbox: 0.5672 d4.loss_cls: 0.3218, d4.loss_bbox: 0.4730, loss: 4.7657, grad_norm: 54.5420
2024-03-24 20:30:05,292 - my_logger - INFO - 2024-03-25 03:17:02,000 - mmdet - INFO - Epoch [3][3050/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4773, loss_bbox: 0.3059, d0.loss_cls: 0.4729, d0.loss_bbox: 0.5320 d1.loss_cls: 0.4027, d1.loss_bbox: 0.4101 d2.loss_cls: 0.4817, d2.loss_bbox: 0.5343 d3.loss_cls: 0.3816, d3.loss_bbox: 0.3267 d4.loss_cls: 0.5120, d4.loss_bbox: 0.3238, loss: 3.7057, grad_norm: 52.5961
2024-03-24 20:30:05,292 - my_logger - INFO - 2024-03-25 03:19:02,000 - mmdet - INFO - Epoch [3][3100/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3798, loss_bbox: 0.3898, d0.loss_cls: 0.5132, d0.loss_bbox: 0.3390 d1.loss_cls: 0.3042, d1.loss_bbox: 0.5250 d2.loss_cls: 0.4643, d2.loss_bbox: 0.3543 d3.loss_cls: 0.5001, d3.loss_bbox: 0.5451 d4.loss_cls: 0.5465, d4.loss_bbox: 0.5651, loss: 4.7417, grad_norm: 54.9027
2024-03-24 20:30:05,292 - my_logger - INFO - 2024-03-25 03:21:02,000 - mmdet - INFO - Epoch [3][3150/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3799, loss_bbox: 0.4480, d0.loss_cls: 0.4705, d0.loss_bbox: 0.4386 d1.loss_cls: 0.3560, d1.loss_bbox: 0.5396 d2.loss_cls: 0.3773, d2.loss_bbox: 0.3127 d3.loss_cls: 0.4754, d3.loss_bbox: 0.4665 d4.loss_cls: 0.5487, d4.loss_bbox: 0.5611, loss: 3.5846, grad_norm: 54.6254
2024-03-24 20:30:05,293 - my_logger - INFO - 2024-03-25 03:23:02,000 - mmdet - INFO - Epoch [3][3200/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4105, loss_bbox: 0.4535, d0.loss_cls: 0.5860, d0.loss_bbox: 0.3891 d1.loss_cls: 0.5479, d1.loss_bbox: 0.4630 d2.loss_cls: 0.4045, d2.loss_bbox: 0.3168 d3.loss_cls: 0.3137, d3.loss_bbox: 0.5715 d4.loss_cls: 0.4242, d4.loss_bbox: 0.3284, loss: 4.9574, grad_norm: 52.1854
2024-03-24 20:30:05,293 - my_logger - INFO - 2024-03-25 03:25:02,000 - mmdet - INFO - Epoch [3][3250/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4533, loss_bbox: 0.5804, d0.loss_cls: 0.3331, d0.loss_bbox: 0.4549 d1.loss_cls: 0.4299, d1.loss_bbox: 0.3944 d2.loss_cls: 0.3270, d2.loss_bbox: 0.5041 d3.loss_cls: 0.4764, d3.loss_bbox: 0.4378 d4.loss_cls: 0.3926, d4.loss_bbox: 0.5865, loss: 4.6957, grad_norm: 59.6603
2024-03-24 20:30:05,294 - my_logger - INFO - 2024-03-25 03:27:02,000 - mmdet - INFO - Epoch [3][3300/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5701, loss_bbox: 0.4552, d0.loss_cls: 0.5156, d0.loss_bbox: 0.3317 d1.loss_cls: 0.5904, d1.loss_bbox: 0.5651 d2.loss_cls: 0.3073, d2.loss_bbox: 0.5071 d3.loss_cls: 0.3399, d3.loss_bbox: 0.3259 d4.loss_cls: 0.3161, d4.loss_bbox: 0.4082, loss: 4.4279, grad_norm: 53.8638
2024-03-24 20:30:05,294 - my_logger - INFO - 2024-03-25 03:29:02,000 - mmdet - INFO - Epoch [3][3350/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2988, loss_bbox: 0.3336, d0.loss_cls: 0.4132, d0.loss_bbox: 0.3469 d1.loss_cls: 0.5434, d1.loss_bbox: 0.5582 d2.loss_cls: 0.5998, d2.loss_bbox: 0.5668 d3.loss_cls: 0.3041, d3.loss_bbox: 0.3162 d4.loss_cls: 0.5081, d4.loss_bbox: 0.5062, loss: 4.8045, grad_norm: 55.8825
2024-03-24 20:30:05,295 - my_logger - INFO - 2024-03-25 03:31:02,000 - mmdet - INFO - Epoch [3][3400/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5545, loss_bbox: 0.5685, d0.loss_cls: 0.5731, d0.loss_bbox: 0.5608 d1.loss_cls: 0.3677, d1.loss_bbox: 0.4847 d2.loss_cls: 0.4434, d2.loss_bbox: 0.4928 d3.loss_cls: 0.3894, d3.loss_bbox: 0.4043 d4.loss_cls: 0.4390, d4.loss_bbox: 0.3525, loss: 4.9942, grad_norm: 53.8373
2024-03-24 20:30:05,302 - my_logger - INFO - 2024-03-25 03:33:02,000 - mmdet - INFO - Epoch [3][3450/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3655, loss_bbox: 0.3835, d0.loss_cls: 0.3007, d0.loss_bbox: 0.3963 d1.loss_cls: 0.5079, d1.loss_bbox: 0.3924 d2.loss_cls: 0.5106, d2.loss_bbox: 0.5244 d3.loss_cls: 0.4548, d3.loss_bbox: 0.4915 d4.loss_cls: 0.3335, d4.loss_bbox: 0.5856, loss: 4.9016, grad_norm: 59.9626
2024-03-24 20:30:05,304 - my_logger - INFO - 2024-03-25 03:35:02,000 - mmdet - INFO - Epoch [3][3500/3517][Batch size: 50]	lr: 5.059e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5462, loss_bbox: 0.4332, d0.loss_cls: 0.4561, d0.loss_bbox: 0.5677 d1.loss_cls: 0.5207, d1.loss_bbox: 0.5270 d2.loss_cls: 0.5526, d2.loss_bbox: 0.5873 d3.loss_cls: 0.4519, d3.loss_bbox: 0.3765 d4.loss_cls: 0.3784, d4.loss_bbox: 0.4139, loss: 3.9212, grad_norm: 55.0525
2024-03-24 20:30:05,305 - my_logger - INFO - 2024-03-25 03:37:02,000 - mmdet - INFO - Epoch [4][0/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4193, loss_bbox: 0.4362, d0.loss_cls: 0.3740, d0.loss_bbox: 0.3550 d1.loss_cls: 0.5358, d1.loss_bbox: 0.3328 d2.loss_cls: 0.3143, d2.loss_bbox: 0.4246 d3.loss_cls: 0.4271, d3.loss_bbox: 0.4360 d4.loss_cls: 0.5888, d4.loss_bbox: 0.4663, loss: 4.2629, grad_norm: 57.4044
2024-03-24 20:30:05,305 - my_logger - INFO - 2024-03-25 03:39:02,000 - mmdet - INFO - Epoch [4][50/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4261, loss_bbox: 0.3538, d0.loss_cls: 0.4314, d0.loss_bbox: 0.3864 d1.loss_cls: 0.4546, d1.loss_bbox: 0.3778 d2.loss_cls: 0.5354, d2.loss_bbox: 0.4880 d3.loss_cls: 0.3163, d3.loss_bbox: 0.4968 d4.loss_cls: 0.3859, d4.loss_bbox: 0.4728, loss: 4.5043, grad_norm: 56.0432
2024-03-24 20:30:05,305 - my_logger - INFO - 2024-03-25 03:41:02,000 - mmdet - INFO - Epoch [4][100/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4128, loss_bbox: 0.4660, d0.loss_cls: 0.5272, d0.loss_bbox: 0.4528 d1.loss_cls: 0.5206, d1.loss_bbox: 0.4978 d2.loss_cls: 0.5716, d2.loss_bbox: 0.3836 d3.loss_cls: 0.4778, d3.loss_bbox: 0.5400 d4.loss_cls: 0.4922, d4.loss_bbox: 0.4563, loss: 3.5074, grad_norm: 52.1360
2024-03-24 20:30:05,306 - my_logger - INFO - 2024-03-25 03:43:02,000 - mmdet - INFO - Epoch [4][150/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5533, loss_bbox: 0.5504, d0.loss_cls: 0.5683, d0.loss_bbox: 0.5798 d1.loss_cls: 0.5379, d1.loss_bbox: 0.3450 d2.loss_cls: 0.3335, d2.loss_bbox: 0.3025 d3.loss_cls: 0.3735, d3.loss_bbox: 0.3434 d4.loss_cls: 0.3934, d4.loss_bbox: 0.5605, loss: 4.6041, grad_norm: 52.5039
2024-03-24 20:30:05,306 - my_logger - INFO - 2024-03-25 03:45:02,000 - mmdet - INFO - Epoch [4][200/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4354, loss_bbox: 0.4940, d0.loss_cls: 0.4136, d0.loss_bbox: 0.4428 d1.loss_cls: 0.4155, d1.loss_bbox: 0.3025 d2.loss_cls: 0.4714, d2.loss_bbox: 0.5398 d3.loss_cls: 0.3734, d3.loss_bbox: 0.3428 d4.loss_cls: 0.5142, d4.loss_bbox: 0.5502, loss: 3.8711, grad_norm: 50.2647
2024-03-24 20:30:05,307 - my_logger - INFO - 2024-03-25 03:47:02,000 - mmdet - INFO - Epoch [4][250/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5051, loss_bbox: 0.3239, d0.loss_cls: 0.4591, d0.loss_bbox: 0.4498 d1.loss_cls: 0.4615, d1.loss_bbox: 0.5949 d2.loss_cls: 0.4512, d2.loss_bbox: 0.5293 d3.loss_cls: 0.3470, d3.loss_bbox: 0.5363 d4.loss_cls: 0.4777, d4.loss_bbox: 0.4093, loss: 3.6820, grad_norm: 55.8355
2024-03-24 20:30:05,307 - my_logger - INFO - 2024-03-25 03:49:02,000 - mmdet - INFO - Epoch [4][300/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5834, loss_bbox: 0.4673, d0.loss_cls: 0.3009, d0.loss_bbox: 0.3604 d1.loss_cls: 0.5959, d1.loss_bbox: 0.3977 d2.loss_cls: 0.4906, d2.loss_bbox: 0.4926 d3.loss_cls: 0.5387, d3.loss_bbox: 0.5229 d4.loss_cls: 0.4035, d4.loss_bbox: 0.3751, loss: 4.5586, grad_norm: 58.3224
2024-03-24 20:30:05,307 - my_logger - INFO - 2024-03-25 03:51:02,000 - mmdet - INFO - Epoch [4][350/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5755, loss_bbox: 0.3887, d0.loss_cls: 0.5115, d0.loss_bbox: 0.4800 d1.loss_cls: 0.3316, d1.loss_bbox: 0.4360 d2.loss_cls: 0.5375, d2.loss_bbox: 0.3928 d3.loss_cls: 0.5381, d3.loss_bbox: 0.3006 d4.loss_cls: 0.5704, d4.loss_bbox: 0.4104, loss: 4.8124, grad_norm: 57.0905
2024-03-24 20:30:05,308 - my_logger - INFO - 2024-03-25 03:53:02,000 - mmdet - INFO - Epoch [4][400/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3011, loss_bbox: 0.5712, d0.loss_cls: 0.5209, d0.loss_bbox: 0.5594 d1.loss_cls: 0.4032, d1.loss_bbox: 0.5241 d2.loss_cls: 0.4418, d2.loss_bbox: 0.5670 d3.loss_cls: 0.5743, d3.loss_bbox: 0.3339 d4.loss_cls: 0.5366, d4.loss_bbox: 0.4397, loss: 4.3667, grad_norm: 53.2917
2024-03-24 20:30:05,308 - my_logger - INFO - 2024-03-25 03:55:02,000 - mmdet - INFO - Epoch [4][450/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4437, loss_bbox: 0.3737, d0.loss_cls: 0.4037, d0.loss_bbox: 0.4579 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4374 d2.loss_cls: 0.4831, d2.loss_bbox: 0.4278 d3.loss_cls: 0.3322, d3.loss_bbox: 0.4274 d4.loss_cls: 0.5917, d4.loss_bbox: 0.4870, loss: 4.8355, grad_norm: 56.1592
2024-03-24 20:30:05,309 - my_logger - INFO - 2024-03-25 03:57:02,000 - mmdet - INFO - Epoch [4][500/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4823, loss_bbox: 0.3751, d0.loss_cls: 0.4998, d0.loss_bbox: 0.3109 d1.loss_cls: 0.5174, d1.loss_bbox: 0.5082 d2.loss_cls: 0.3918, d2.loss_bbox: 0.3487 d3.loss_cls: 0.5886, d3.loss_bbox: 0.3099 d4.loss_cls: 0.4391, d4.loss_bbox: 0.5097, loss: 4.8406, grad_norm: 56.7178
2024-03-24 20:30:05,309 - my_logger - INFO - 2024-03-25 03:59:02,000 - mmdet - INFO - Epoch [4][550/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3917, loss_bbox: 0.4457, d0.loss_cls: 0.4377, d0.loss_bbox: 0.3743 d1.loss_cls: 0.4439, d1.loss_bbox: 0.5807 d2.loss_cls: 0.4809, d2.loss_bbox: 0.3564 d3.loss_cls: 0.3688, d3.loss_bbox: 0.3168 d4.loss_cls: 0.5513, d4.loss_bbox: 0.3192, loss: 3.5478, grad_norm: 59.3258
2024-03-24 20:30:05,310 - my_logger - INFO - 2024-03-25 04:01:02,000 - mmdet - INFO - Epoch [4][600/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3777, loss_bbox: 0.3999, d0.loss_cls: 0.4268, d0.loss_bbox: 0.5675 d1.loss_cls: 0.5640, d1.loss_bbox: 0.3178 d2.loss_cls: 0.5395, d2.loss_bbox: 0.5975 d3.loss_cls: 0.4541, d3.loss_bbox: 0.3079 d4.loss_cls: 0.5275, d4.loss_bbox: 0.5933, loss: 3.7406, grad_norm: 53.5421
2024-03-24 20:30:05,310 - my_logger - INFO - 2024-03-25 04:03:02,000 - mmdet - INFO - Epoch [4][650/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3907, loss_bbox: 0.5129, d0.loss_cls: 0.4290, d0.loss_bbox: 0.3214 d1.loss_cls: 0.3398, d1.loss_bbox: 0.3758 d2.loss_cls: 0.3462, d2.loss_bbox: 0.5459 d3.loss_cls: 0.3812, d3.loss_bbox: 0.5552 d4.loss_cls: 0.3541, d4.loss_bbox: 0.4718, loss: 4.5564, grad_norm: 54.3283
2024-03-24 20:30:05,310 - my_logger - INFO - 2024-03-25 04:05:02,000 - mmdet - INFO - Epoch [4][700/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5814, loss_bbox: 0.4483, d0.loss_cls: 0.5898, d0.loss_bbox: 0.3313 d1.loss_cls: 0.3879, d1.loss_bbox: 0.4785 d2.loss_cls: 0.5219, d2.loss_bbox: 0.4850 d3.loss_cls: 0.4720, d3.loss_bbox: 0.5748 d4.loss_cls: 0.5391, d4.loss_bbox: 0.3761, loss: 3.7296, grad_norm: 54.9418
2024-03-24 20:30:05,317 - my_logger - INFO - 2024-03-25 04:07:02,000 - mmdet - INFO - Epoch [4][750/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5736, loss_bbox: 0.4431, d0.loss_cls: 0.3372, d0.loss_bbox: 0.4474 d1.loss_cls: 0.4331, d1.loss_bbox: 0.5580 d2.loss_cls: 0.3834, d2.loss_bbox: 0.4689 d3.loss_cls: 0.3008, d3.loss_bbox: 0.3913 d4.loss_cls: 0.3981, d4.loss_bbox: 0.3308, loss: 4.1199, grad_norm: 55.0803
2024-03-24 20:30:05,318 - my_logger - INFO - 2024-03-25 04:09:02,000 - mmdet - INFO - Epoch [4][800/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5822, loss_bbox: 0.3869, d0.loss_cls: 0.5379, d0.loss_bbox: 0.3698 d1.loss_cls: 0.4558, d1.loss_bbox: 0.3140 d2.loss_cls: 0.4430, d2.loss_bbox: 0.5494 d3.loss_cls: 0.5436, d3.loss_bbox: 0.4190 d4.loss_cls: 0.3427, d4.loss_bbox: 0.5684, loss: 3.9071, grad_norm: 51.2402
2024-03-24 20:30:05,318 - my_logger - INFO - 2024-03-25 04:11:02,000 - mmdet - INFO - Epoch [4][850/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4306, loss_bbox: 0.5583, d0.loss_cls: 0.3330, d0.loss_bbox: 0.5298 d1.loss_cls: 0.3379, d1.loss_bbox: 0.4849 d2.loss_cls: 0.3180, d2.loss_bbox: 0.3971 d3.loss_cls: 0.4688, d3.loss_bbox: 0.3597 d4.loss_cls: 0.4537, d4.loss_bbox: 0.4695, loss: 4.7611, grad_norm: 51.1499
2024-03-24 20:30:05,319 - my_logger - INFO - 2024-03-25 04:13:02,000 - mmdet - INFO - Epoch [4][900/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5047, loss_bbox: 0.5451, d0.loss_cls: 0.3444, d0.loss_bbox: 0.3696 d1.loss_cls: 0.4592, d1.loss_bbox: 0.3716 d2.loss_cls: 0.5601, d2.loss_bbox: 0.5128 d3.loss_cls: 0.3068, d3.loss_bbox: 0.4664 d4.loss_cls: 0.3932, d4.loss_bbox: 0.4400, loss: 4.7084, grad_norm: 59.2654
2024-03-24 20:30:05,319 - my_logger - INFO - 2024-03-25 04:15:02,000 - mmdet - INFO - Epoch [4][950/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5367, loss_bbox: 0.5469, d0.loss_cls: 0.3233, d0.loss_bbox: 0.5501 d1.loss_cls: 0.5772, d1.loss_bbox: 0.3439 d2.loss_cls: 0.4261, d2.loss_bbox: 0.4657 d3.loss_cls: 0.5309, d3.loss_bbox: 0.3236 d4.loss_cls: 0.4863, d4.loss_bbox: 0.4921, loss: 4.7786, grad_norm: 53.5199
2024-03-24 20:30:05,319 - my_logger - INFO - 2024-03-25 04:17:02,000 - mmdet - INFO - Epoch [4][1000/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4122, loss_bbox: 0.4909, d0.loss_cls: 0.5303, d0.loss_bbox: 0.4739 d1.loss_cls: 0.4126, d1.loss_bbox: 0.5530 d2.loss_cls: 0.3977, d2.loss_bbox: 0.3083 d3.loss_cls: 0.3197, d3.loss_bbox: 0.3377 d4.loss_cls: 0.3368, d4.loss_bbox: 0.5315, loss: 4.6867, grad_norm: 58.1843
2024-03-24 20:30:05,320 - my_logger - INFO - 2024-03-25 04:19:02,000 - mmdet - INFO - Epoch [4][1050/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2589, loss_bbox: 0.4226, d0.loss_cls: 0.3933, d0.loss_bbox: 0.4267 d1.loss_cls: 0.3283, d1.loss_bbox: 0.5566 d2.loss_cls: 0.4680, d2.loss_bbox: 0.3641 d3.loss_cls: 0.3091, d3.loss_bbox: 0.3821 d4.loss_cls: 0.5607, d4.loss_bbox: 0.5719, loss: 4.4271, grad_norm: 55.9444
2024-03-24 20:30:05,320 - my_logger - INFO - 2024-03-25 04:21:02,000 - mmdet - INFO - Epoch [4][1100/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4362, loss_bbox: 0.3232, d0.loss_cls: 0.4241, d0.loss_bbox: 0.4103 d1.loss_cls: 0.3399, d1.loss_bbox: 0.4382 d2.loss_cls: 0.4334, d2.loss_bbox: 0.4634 d3.loss_cls: 0.3544, d3.loss_bbox: 0.3530 d4.loss_cls: 0.4271, d4.loss_bbox: 0.3397, loss: 3.9832, grad_norm: 54.6511
2024-03-24 20:30:05,320 - my_logger - INFO - 2024-03-25 04:23:02,000 - mmdet - INFO - Epoch [4][1150/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2883, loss_bbox: 0.5566, d0.loss_cls: 0.3351, d0.loss_bbox: 0.4217 d1.loss_cls: 0.3284, d1.loss_bbox: 0.3389 d2.loss_cls: 0.3596, d2.loss_bbox: 0.5782 d3.loss_cls: 0.3857, d3.loss_bbox: 0.4359 d4.loss_cls: 0.3871, d4.loss_bbox: 0.5498, loss: 4.4401, grad_norm: 59.4628
2024-03-24 20:30:05,321 - my_logger - INFO - 2024-03-25 04:25:02,000 - mmdet - INFO - Epoch [4][1200/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2676, loss_bbox: 0.3254, d0.loss_cls: 0.5132, d0.loss_bbox: 0.4429 d1.loss_cls: 0.5172, d1.loss_bbox: 0.5074 d2.loss_cls: 0.5228, d2.loss_bbox: 0.4466 d3.loss_cls: 0.3919, d3.loss_bbox: 0.4824 d4.loss_cls: 0.3394, d4.loss_bbox: 0.4609, loss: 4.6120, grad_norm: 51.8918
2024-03-24 20:30:05,321 - my_logger - INFO - 2024-03-25 04:27:02,000 - mmdet - INFO - Epoch [4][1250/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4269, loss_bbox: 0.3243, d0.loss_cls: 0.4293, d0.loss_bbox: 0.5682 d1.loss_cls: 0.5100, d1.loss_bbox: 0.5963 d2.loss_cls: 0.3076, d2.loss_bbox: 0.4768 d3.loss_cls: 0.5581, d3.loss_bbox: 0.4048 d4.loss_cls: 0.4720, d4.loss_bbox: 0.5306, loss: 3.6870, grad_norm: 59.6616
2024-03-24 20:30:05,321 - my_logger - INFO - 2024-03-25 04:29:02,000 - mmdet - INFO - Epoch [4][1300/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2966, loss_bbox: 0.4563, d0.loss_cls: 0.4610, d0.loss_bbox: 0.5714 d1.loss_cls: 0.5446, d1.loss_bbox: 0.3354 d2.loss_cls: 0.5291, d2.loss_bbox: 0.3846 d3.loss_cls: 0.3026, d3.loss_bbox: 0.4048 d4.loss_cls: 0.4279, d4.loss_bbox: 0.3437, loss: 3.7266, grad_norm: 58.4805
2024-03-24 20:30:05,322 - my_logger - INFO - 2024-03-25 04:31:02,000 - mmdet - INFO - Epoch [4][1350/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5406, loss_bbox: 0.5716, d0.loss_cls: 0.4366, d0.loss_bbox: 0.4580 d1.loss_cls: 0.5277, d1.loss_bbox: 0.3425 d2.loss_cls: 0.4256, d2.loss_bbox: 0.5437 d3.loss_cls: 0.3954, d3.loss_bbox: 0.3243 d4.loss_cls: 0.4375, d4.loss_bbox: 0.4076, loss: 4.5993, grad_norm: 59.0050
2024-03-24 20:30:05,322 - my_logger - INFO - 2024-03-25 04:33:02,000 - mmdet - INFO - Epoch [4][1400/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4338, loss_bbox: 0.4408, d0.loss_cls: 0.3146, d0.loss_bbox: 0.4491 d1.loss_cls: 0.4075, d1.loss_bbox: 0.3508 d2.loss_cls: 0.4079, d2.loss_bbox: 0.5903 d3.loss_cls: 0.5557, d3.loss_bbox: 0.3473 d4.loss_cls: 0.5981, d4.loss_bbox: 0.3996, loss: 4.5265, grad_norm: 52.2895
2024-03-24 20:30:05,323 - my_logger - INFO - 2024-03-25 04:35:02,000 - mmdet - INFO - Epoch [4][1450/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2629, loss_bbox: 0.5377, d0.loss_cls: 0.3525, d0.loss_bbox: 0.5244 d1.loss_cls: 0.5405, d1.loss_bbox: 0.5768 d2.loss_cls: 0.5938, d2.loss_bbox: 0.4972 d3.loss_cls: 0.5034, d3.loss_bbox: 0.3650 d4.loss_cls: 0.5708, d4.loss_bbox: 0.4630, loss: 3.7125, grad_norm: 56.7571
2024-03-24 20:30:05,323 - my_logger - INFO - 2024-03-25 04:37:02,000 - mmdet - INFO - Epoch [4][1500/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4687, loss_bbox: 0.4315, d0.loss_cls: 0.4387, d0.loss_bbox: 0.3623 d1.loss_cls: 0.3170, d1.loss_bbox: 0.4963 d2.loss_cls: 0.4983, d2.loss_bbox: 0.5904 d3.loss_cls: 0.5795, d3.loss_bbox: 0.5824 d4.loss_cls: 0.5812, d4.loss_bbox: 0.3114, loss: 3.7546, grad_norm: 54.8257
2024-03-24 20:30:05,323 - my_logger - INFO - 2024-03-25 04:39:02,000 - mmdet - INFO - Epoch [4][1550/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2763, loss_bbox: 0.4496, d0.loss_cls: 0.3048, d0.loss_bbox: 0.4344 d1.loss_cls: 0.5024, d1.loss_bbox: 0.4017 d2.loss_cls: 0.3256, d2.loss_bbox: 0.4210 d3.loss_cls: 0.4623, d3.loss_bbox: 0.3770 d4.loss_cls: 0.3890, d4.loss_bbox: 0.3384, loss: 4.2627, grad_norm: 54.5316
2024-03-24 20:30:05,324 - my_logger - INFO - 2024-03-25 04:41:02,000 - mmdet - INFO - Epoch [4][1600/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4478, loss_bbox: 0.5844, d0.loss_cls: 0.5743, d0.loss_bbox: 0.4677 d1.loss_cls: 0.4655, d1.loss_bbox: 0.5707 d2.loss_cls: 0.5467, d2.loss_bbox: 0.5162 d3.loss_cls: 0.3409, d3.loss_bbox: 0.5152 d4.loss_cls: 0.3525, d4.loss_bbox: 0.5517, loss: 4.6226, grad_norm: 58.4930
2024-03-24 20:30:05,324 - my_logger - INFO - 2024-03-25 04:43:02,000 - mmdet - INFO - Epoch [4][1650/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5162, loss_bbox: 0.4757, d0.loss_cls: 0.3046, d0.loss_bbox: 0.5306 d1.loss_cls: 0.4579, d1.loss_bbox: 0.3690 d2.loss_cls: 0.4259, d2.loss_bbox: 0.4750 d3.loss_cls: 0.5966, d3.loss_bbox: 0.5419 d4.loss_cls: 0.3361, d4.loss_bbox: 0.3670, loss: 3.8727, grad_norm: 56.7454
2024-03-24 20:30:05,324 - my_logger - INFO - 2024-03-25 04:45:02,000 - mmdet - INFO - Epoch [4][1700/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3263, loss_bbox: 0.4468, d0.loss_cls: 0.5230, d0.loss_bbox: 0.3009 d1.loss_cls: 0.4596, d1.loss_bbox: 0.4622 d2.loss_cls: 0.4121, d2.loss_bbox: 0.4602 d3.loss_cls: 0.3307, d3.loss_bbox: 0.3858 d4.loss_cls: 0.5472, d4.loss_bbox: 0.5793, loss: 4.0879, grad_norm: 52.8784
2024-03-24 20:30:05,325 - my_logger - INFO - 2024-03-25 04:47:02,000 - mmdet - INFO - Epoch [4][1750/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4534, loss_bbox: 0.3802, d0.loss_cls: 0.3006, d0.loss_bbox: 0.3555 d1.loss_cls: 0.4278, d1.loss_bbox: 0.4821 d2.loss_cls: 0.5327, d2.loss_bbox: 0.5687 d3.loss_cls: 0.5957, d3.loss_bbox: 0.4500 d4.loss_cls: 0.3446, d4.loss_bbox: 0.4962, loss: 4.2599, grad_norm: 54.4787
2024-03-24 20:30:05,325 - my_logger - INFO - 2024-03-25 04:49:02,000 - mmdet - INFO - Epoch [4][1800/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5165, loss_bbox: 0.5724, d0.loss_cls: 0.4749, d0.loss_bbox: 0.5480 d1.loss_cls: 0.5998, d1.loss_bbox: 0.5966 d2.loss_cls: 0.3544, d2.loss_bbox: 0.5273 d3.loss_cls: 0.5423, d3.loss_bbox: 0.3189 d4.loss_cls: 0.3818, d4.loss_bbox: 0.4358, loss: 4.2979, grad_norm: 50.8450
2024-03-24 20:30:05,325 - my_logger - INFO - 2024-03-25 04:51:02,000 - mmdet - INFO - Epoch [4][1850/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5112, loss_bbox: 0.3771, d0.loss_cls: 0.3921, d0.loss_bbox: 0.5438 d1.loss_cls: 0.3185, d1.loss_bbox: 0.3396 d2.loss_cls: 0.3202, d2.loss_bbox: 0.5967 d3.loss_cls: 0.4163, d3.loss_bbox: 0.3680 d4.loss_cls: 0.4589, d4.loss_bbox: 0.4062, loss: 4.1796, grad_norm: 57.7094
2024-03-24 20:30:05,326 - my_logger - INFO - 2024-03-25 04:53:02,000 - mmdet - INFO - Epoch [4][1900/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3413, loss_bbox: 0.5291, d0.loss_cls: 0.5673, d0.loss_bbox: 0.3541 d1.loss_cls: 0.5648, d1.loss_bbox: 0.3451 d2.loss_cls: 0.5786, d2.loss_bbox: 0.5904 d3.loss_cls: 0.3349, d3.loss_bbox: 0.5990 d4.loss_cls: 0.4360, d4.loss_bbox: 0.3874, loss: 4.1757, grad_norm: 55.8703
2024-03-24 20:30:05,327 - my_logger - INFO - 2024-03-25 04:55:02,000 - mmdet - INFO - Epoch [4][1950/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3623, loss_bbox: 0.4325, d0.loss_cls: 0.3871, d0.loss_bbox: 0.5980 d1.loss_cls: 0.3096, d1.loss_bbox: 0.4953 d2.loss_cls: 0.4914, d2.loss_bbox: 0.4926 d3.loss_cls: 0.3779, d3.loss_bbox: 0.3242 d4.loss_cls: 0.5563, d4.loss_bbox: 0.5091, loss: 4.0773, grad_norm: 51.0941
2024-03-24 20:30:05,334 - my_logger - INFO - 2024-03-25 04:57:02,000 - mmdet - INFO - Epoch [4][2000/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5186, loss_bbox: 0.4334, d0.loss_cls: 0.3817, d0.loss_bbox: 0.3672 d1.loss_cls: 0.3795, d1.loss_bbox: 0.4925 d2.loss_cls: 0.5321, d2.loss_bbox: 0.4663 d3.loss_cls: 0.3552, d3.loss_bbox: 0.4960 d4.loss_cls: 0.3369, d4.loss_bbox: 0.5236, loss: 3.9723, grad_norm: 59.9754
2024-03-24 20:30:05,334 - my_logger - INFO - 2024-03-25 04:59:02,000 - mmdet - INFO - Epoch [4][2050/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3007, loss_bbox: 0.5772, d0.loss_cls: 0.5107, d0.loss_bbox: 0.3944 d1.loss_cls: 0.4260, d1.loss_bbox: 0.3881 d2.loss_cls: 0.3357, d2.loss_bbox: 0.4521 d3.loss_cls: 0.3053, d3.loss_bbox: 0.4835 d4.loss_cls: 0.4327, d4.loss_bbox: 0.3756, loss: 4.2272, grad_norm: 56.0043
2024-03-24 20:30:05,335 - my_logger - INFO - 2024-03-25 05:01:02,000 - mmdet - INFO - Epoch [4][2100/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2644, loss_bbox: 0.5887, d0.loss_cls: 0.5127, d0.loss_bbox: 0.3442 d1.loss_cls: 0.5772, d1.loss_bbox: 0.5948 d2.loss_cls: 0.5952, d2.loss_bbox: 0.5627 d3.loss_cls: 0.4568, d3.loss_bbox: 0.4747 d4.loss_cls: 0.5173, d4.loss_bbox: 0.3903, loss: 3.5114, grad_norm: 54.5345
2024-03-24 20:30:05,335 - my_logger - INFO - 2024-03-25 05:03:02,000 - mmdet - INFO - Epoch [4][2150/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5189, loss_bbox: 0.5205, d0.loss_cls: 0.5661, d0.loss_bbox: 0.4866 d1.loss_cls: 0.5597, d1.loss_bbox: 0.3696 d2.loss_cls: 0.4723, d2.loss_bbox: 0.4503 d3.loss_cls: 0.3174, d3.loss_bbox: 0.5563 d4.loss_cls: 0.5728, d4.loss_bbox: 0.3298, loss: 3.7393, grad_norm: 59.6647
2024-03-24 20:30:05,336 - my_logger - INFO - 2024-03-25 05:05:02,000 - mmdet - INFO - Epoch [4][2200/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5019, loss_bbox: 0.4501, d0.loss_cls: 0.3463, d0.loss_bbox: 0.4437 d1.loss_cls: 0.5038, d1.loss_bbox: 0.3040 d2.loss_cls: 0.4810, d2.loss_bbox: 0.4206 d3.loss_cls: 0.5639, d3.loss_bbox: 0.4006 d4.loss_cls: 0.3626, d4.loss_bbox: 0.4979, loss: 3.7747, grad_norm: 58.5130
2024-03-24 20:30:05,336 - my_logger - INFO - 2024-03-25 05:07:02,000 - mmdet - INFO - Epoch [4][2250/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5211, loss_bbox: 0.4872, d0.loss_cls: 0.5221, d0.loss_bbox: 0.4031 d1.loss_cls: 0.5853, d1.loss_bbox: 0.3054 d2.loss_cls: 0.3271, d2.loss_bbox: 0.4345 d3.loss_cls: 0.3834, d3.loss_bbox: 0.5847 d4.loss_cls: 0.4639, d4.loss_bbox: 0.5011, loss: 4.9533, grad_norm: 58.5734
2024-03-24 20:30:05,336 - my_logger - INFO - 2024-03-25 05:09:02,000 - mmdet - INFO - Epoch [4][2300/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2840, loss_bbox: 0.5434, d0.loss_cls: 0.3132, d0.loss_bbox: 0.5714 d1.loss_cls: 0.5368, d1.loss_bbox: 0.5543 d2.loss_cls: 0.3293, d2.loss_bbox: 0.5333 d3.loss_cls: 0.4163, d3.loss_bbox: 0.5265 d4.loss_cls: 0.4408, d4.loss_bbox: 0.4589, loss: 4.7990, grad_norm: 57.4377
2024-03-24 20:30:05,337 - my_logger - INFO - 2024-03-25 05:11:02,000 - mmdet - INFO - Epoch [4][2350/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3480, loss_bbox: 0.4050, d0.loss_cls: 0.5057, d0.loss_bbox: 0.5350 d1.loss_cls: 0.4367, d1.loss_bbox: 0.4511 d2.loss_cls: 0.3788, d2.loss_bbox: 0.5623 d3.loss_cls: 0.4565, d3.loss_bbox: 0.3951 d4.loss_cls: 0.5489, d4.loss_bbox: 0.4914, loss: 3.7577, grad_norm: 53.1562
2024-03-24 20:30:05,337 - my_logger - INFO - 2024-03-25 05:13:02,000 - mmdet - INFO - Epoch [4][2400/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2767, loss_bbox: 0.5928, d0.loss_cls: 0.5892, d0.loss_bbox: 0.6000 d1.loss_cls: 0.4373, d1.loss_bbox: 0.3217 d2.loss_cls: 0.3203, d2.loss_bbox: 0.4592 d3.loss_cls: 0.4244, d3.loss_bbox: 0.5463 d4.loss_cls: 0.3276, d4.loss_bbox: 0.5501, loss: 4.9955, grad_norm: 50.6653
2024-03-24 20:30:05,337 - my_logger - INFO - 2024-03-25 05:15:02,000 - mmdet - INFO - Epoch [4][2450/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3383, loss_bbox: 0.4395, d0.loss_cls: 0.5495, d0.loss_bbox: 0.3998 d1.loss_cls: 0.3165, d1.loss_bbox: 0.4887 d2.loss_cls: 0.4021, d2.loss_bbox: 0.4595 d3.loss_cls: 0.5931, d3.loss_bbox: 0.4817 d4.loss_cls: 0.3777, d4.loss_bbox: 0.3104, loss: 4.9159, grad_norm: 58.3979
2024-03-24 20:30:05,338 - my_logger - INFO - 2024-03-25 05:17:02,000 - mmdet - INFO - Epoch [4][2500/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2579, loss_bbox: 0.3244, d0.loss_cls: 0.4990, d0.loss_bbox: 0.4499 d1.loss_cls: 0.4639, d1.loss_bbox: 0.3563 d2.loss_cls: 0.4699, d2.loss_bbox: 0.4100 d3.loss_cls: 0.5832, d3.loss_bbox: 0.4245 d4.loss_cls: 0.3084, d4.loss_bbox: 0.4366, loss: 4.1533, grad_norm: 59.2251
2024-03-24 20:30:05,338 - my_logger - INFO - 2024-03-25 05:19:02,000 - mmdet - INFO - Epoch [4][2550/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4335, loss_bbox: 0.4465, d0.loss_cls: 0.3812, d0.loss_bbox: 0.3081 d1.loss_cls: 0.4923, d1.loss_bbox: 0.3622 d2.loss_cls: 0.4193, d2.loss_bbox: 0.3974 d3.loss_cls: 0.4389, d3.loss_bbox: 0.4030 d4.loss_cls: 0.4185, d4.loss_bbox: 0.4404, loss: 3.8754, grad_norm: 53.9389
2024-03-24 20:30:05,339 - my_logger - INFO - 2024-03-25 05:21:02,000 - mmdet - INFO - Epoch [4][2600/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4718, loss_bbox: 0.5730, d0.loss_cls: 0.3439, d0.loss_bbox: 0.3548 d1.loss_cls: 0.5961, d1.loss_bbox: 0.3014 d2.loss_cls: 0.5850, d2.loss_bbox: 0.4576 d3.loss_cls: 0.5115, d3.loss_bbox: 0.5918 d4.loss_cls: 0.4363, d4.loss_bbox: 0.5006, loss: 4.8454, grad_norm: 55.1868
2024-03-24 20:30:05,339 - my_logger - INFO - 2024-03-25 05:23:02,000 - mmdet - INFO - Epoch [4][2650/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2991, loss_bbox: 0.3135, d0.loss_cls: 0.5063, d0.loss_bbox: 0.3649 d1.loss_cls: 0.3714, d1.loss_bbox: 0.4347 d2.loss_cls: 0.5703, d2.loss_bbox: 0.4564 d3.loss_cls: 0.4189, d3.loss_bbox: 0.4358 d4.loss_cls: 0.5919, d4.loss_bbox: 0.3320, loss: 4.1661, grad_norm: 51.1351
2024-03-24 20:30:05,339 - my_logger - INFO - 2024-03-25 05:25:02,000 - mmdet - INFO - Epoch [4][2700/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4155, loss_bbox: 0.3914, d0.loss_cls: 0.3424, d0.loss_bbox: 0.3386 d1.loss_cls: 0.4763, d1.loss_bbox: 0.5375 d2.loss_cls: 0.3131, d2.loss_bbox: 0.3440 d3.loss_cls: 0.3297, d3.loss_bbox: 0.5642 d4.loss_cls: 0.3026, d4.loss_bbox: 0.4943, loss: 4.8063, grad_norm: 54.1561
2024-03-24 20:30:05,340 - my_logger - INFO - 2024-03-25 05:27:02,000 - mmdet - INFO - Epoch [4][2750/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3544, loss_bbox: 0.3858, d0.loss_cls: 0.5478, d0.loss_bbox: 0.4414 d1.loss_cls: 0.4234, d1.loss_bbox: 0.5765 d2.loss_cls: 0.4986, d2.loss_bbox: 0.5390 d3.loss_cls: 0.3199, d3.loss_bbox: 0.4851 d4.loss_cls: 0.4137, d4.loss_bbox: 0.5439, loss: 3.6315, grad_norm: 54.1508
2024-03-24 20:30:05,340 - my_logger - INFO - 2024-03-25 05:29:02,000 - mmdet - INFO - Epoch [4][2800/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3058, loss_bbox: 0.5230, d0.loss_cls: 0.5689, d0.loss_bbox: 0.4449 d1.loss_cls: 0.5004, d1.loss_bbox: 0.5209 d2.loss_cls: 0.4145, d2.loss_bbox: 0.5969 d3.loss_cls: 0.5550, d3.loss_bbox: 0.3380 d4.loss_cls: 0.5418, d4.loss_bbox: 0.5288, loss: 3.9810, grad_norm: 54.6781
2024-03-24 20:30:05,340 - my_logger - INFO - 2024-03-25 05:31:02,000 - mmdet - INFO - Epoch [4][2850/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3978, loss_bbox: 0.5857, d0.loss_cls: 0.4310, d0.loss_bbox: 0.5911 d1.loss_cls: 0.4235, d1.loss_bbox: 0.5956 d2.loss_cls: 0.5229, d2.loss_bbox: 0.4970 d3.loss_cls: 0.5004, d3.loss_bbox: 0.3048 d4.loss_cls: 0.3815, d4.loss_bbox: 0.4588, loss: 4.7703, grad_norm: 58.6829
2024-03-24 20:30:05,341 - my_logger - INFO - 2024-03-25 05:33:02,000 - mmdet - INFO - Epoch [4][2900/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2744, loss_bbox: 0.5537, d0.loss_cls: 0.5680, d0.loss_bbox: 0.3335 d1.loss_cls: 0.3474, d1.loss_bbox: 0.3626 d2.loss_cls: 0.3518, d2.loss_bbox: 0.5376 d3.loss_cls: 0.3545, d3.loss_bbox: 0.3050 d4.loss_cls: 0.4983, d4.loss_bbox: 0.3471, loss: 4.1435, grad_norm: 58.7898
2024-03-24 20:30:05,341 - my_logger - INFO - 2024-03-25 05:35:02,000 - mmdet - INFO - Epoch [4][2950/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4573, loss_bbox: 0.3451, d0.loss_cls: 0.5589, d0.loss_bbox: 0.4947 d1.loss_cls: 0.3343, d1.loss_bbox: 0.3237 d2.loss_cls: 0.3708, d2.loss_bbox: 0.4696 d3.loss_cls: 0.5176, d3.loss_bbox: 0.4007 d4.loss_cls: 0.4928, d4.loss_bbox: 0.3294, loss: 4.9417, grad_norm: 51.2641
2024-03-24 20:30:05,342 - my_logger - INFO - 2024-03-25 05:37:02,000 - mmdet - INFO - Epoch [4][3000/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2550, loss_bbox: 0.3382, d0.loss_cls: 0.4169, d0.loss_bbox: 0.4517 d1.loss_cls: 0.4215, d1.loss_bbox: 0.5544 d2.loss_cls: 0.3854, d2.loss_bbox: 0.3718 d3.loss_cls: 0.3096, d3.loss_bbox: 0.3419 d4.loss_cls: 0.3623, d4.loss_bbox: 0.4187, loss: 3.9706, grad_norm: 57.3782
2024-03-24 20:30:05,342 - my_logger - INFO - 2024-03-25 05:39:02,000 - mmdet - INFO - Epoch [4][3050/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3747, loss_bbox: 0.4008, d0.loss_cls: 0.4456, d0.loss_bbox: 0.3720 d1.loss_cls: 0.3769, d1.loss_bbox: 0.5933 d2.loss_cls: 0.3696, d2.loss_bbox: 0.3154 d3.loss_cls: 0.3177, d3.loss_bbox: 0.5042 d4.loss_cls: 0.5343, d4.loss_bbox: 0.4273, loss: 4.9432, grad_norm: 53.7759
2024-03-24 20:30:05,342 - my_logger - INFO - 2024-03-25 05:41:02,000 - mmdet - INFO - Epoch [4][3100/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5588, loss_bbox: 0.4764, d0.loss_cls: 0.5962, d0.loss_bbox: 0.3024 d1.loss_cls: 0.3245, d1.loss_bbox: 0.5882 d2.loss_cls: 0.3696, d2.loss_bbox: 0.4188 d3.loss_cls: 0.4619, d3.loss_bbox: 0.5701 d4.loss_cls: 0.4050, d4.loss_bbox: 0.3061, loss: 3.5490, grad_norm: 54.3784
2024-03-24 20:30:05,351 - my_logger - INFO - 2024-03-25 05:43:02,000 - mmdet - INFO - Epoch [4][3150/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3757, loss_bbox: 0.4158, d0.loss_cls: 0.4906, d0.loss_bbox: 0.4045 d1.loss_cls: 0.4629, d1.loss_bbox: 0.3014 d2.loss_cls: 0.4079, d2.loss_bbox: 0.5287 d3.loss_cls: 0.4619, d3.loss_bbox: 0.4037 d4.loss_cls: 0.4478, d4.loss_bbox: 0.4251, loss: 4.2175, grad_norm: 55.4198
2024-03-24 20:30:05,353 - my_logger - INFO - 2024-03-25 05:45:02,000 - mmdet - INFO - Epoch [4][3200/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5979, loss_bbox: 0.4114, d0.loss_cls: 0.4037, d0.loss_bbox: 0.4690 d1.loss_cls: 0.4672, d1.loss_bbox: 0.4664 d2.loss_cls: 0.5671, d2.loss_bbox: 0.5554 d3.loss_cls: 0.3180, d3.loss_bbox: 0.3034 d4.loss_cls: 0.3709, d4.loss_bbox: 0.4431, loss: 4.9161, grad_norm: 53.0462
2024-03-24 20:30:05,354 - my_logger - INFO - 2024-03-25 05:47:02,000 - mmdet - INFO - Epoch [4][3250/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2938, loss_bbox: 0.5142, d0.loss_cls: 0.4199, d0.loss_bbox: 0.5452 d1.loss_cls: 0.4286, d1.loss_bbox: 0.5294 d2.loss_cls: 0.4196, d2.loss_bbox: 0.4661 d3.loss_cls: 0.3920, d3.loss_bbox: 0.5972 d4.loss_cls: 0.3935, d4.loss_bbox: 0.3955, loss: 3.6541, grad_norm: 57.1135
2024-03-24 20:30:05,354 - my_logger - INFO - 2024-03-25 05:49:02,000 - mmdet - INFO - Epoch [4][3300/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5922, loss_bbox: 0.4412, d0.loss_cls: 0.5536, d0.loss_bbox: 0.3450 d1.loss_cls: 0.5367, d1.loss_bbox: 0.4861 d2.loss_cls: 0.3755, d2.loss_bbox: 0.3938 d3.loss_cls: 0.3273, d3.loss_bbox: 0.4674 d4.loss_cls: 0.5803, d4.loss_bbox: 0.3195, loss: 3.8402, grad_norm: 53.6342
2024-03-24 20:30:05,354 - my_logger - INFO - 2024-03-25 05:51:02,000 - mmdet - INFO - Epoch [4][3350/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3136, loss_bbox: 0.3667, d0.loss_cls: 0.3097, d0.loss_bbox: 0.4440 d1.loss_cls: 0.4348, d1.loss_bbox: 0.5054 d2.loss_cls: 0.3164, d2.loss_bbox: 0.3006 d3.loss_cls: 0.5386, d3.loss_bbox: 0.3846 d4.loss_cls: 0.4822, d4.loss_bbox: 0.3306, loss: 4.1231, grad_norm: 53.0313
2024-03-24 20:30:05,355 - my_logger - INFO - 2024-03-25 05:53:02,000 - mmdet - INFO - Epoch [4][3400/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4675, loss_bbox: 0.4754, d0.loss_cls: 0.4687, d0.loss_bbox: 0.4546 d1.loss_cls: 0.4622, d1.loss_bbox: 0.3272 d2.loss_cls: 0.3340, d2.loss_bbox: 0.3238 d3.loss_cls: 0.5765, d3.loss_bbox: 0.4623 d4.loss_cls: 0.4400, d4.loss_bbox: 0.4958, loss: 4.3528, grad_norm: 54.9565
2024-03-24 20:30:05,355 - my_logger - INFO - 2024-03-25 05:55:02,000 - mmdet - INFO - Epoch [4][3450/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4289, loss_bbox: 0.4987, d0.loss_cls: 0.5357, d0.loss_bbox: 0.3006 d1.loss_cls: 0.4114, d1.loss_bbox: 0.3067 d2.loss_cls: 0.3006, d2.loss_bbox: 0.5168 d3.loss_cls: 0.5559, d3.loss_bbox: 0.5217 d4.loss_cls: 0.3710, d4.loss_bbox: 0.3474, loss: 3.9468, grad_norm: 53.5648
2024-03-24 20:30:05,356 - my_logger - INFO - 2024-03-25 05:57:02,000 - mmdet - INFO - Epoch [4][3500/3517][Batch size: 50]	lr: 4.806e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3564, loss_bbox: 0.3730, d0.loss_cls: 0.4506, d0.loss_bbox: 0.5620 d1.loss_cls: 0.5189, d1.loss_bbox: 0.4983 d2.loss_cls: 0.3872, d2.loss_bbox: 0.4088 d3.loss_cls: 0.5524, d3.loss_bbox: 0.5452 d4.loss_cls: 0.4845, d4.loss_bbox: 0.5277, loss: 4.8476, grad_norm: 57.8437
2024-03-24 20:30:05,356 - my_logger - INFO - 2024-03-25 05:59:02,000 - mmdet - INFO - Epoch [5][0/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3457, loss_bbox: 0.3063, d0.loss_cls: 0.5382, d0.loss_bbox: 0.3735 d1.loss_cls: 0.4124, d1.loss_bbox: 0.3347 d2.loss_cls: 0.5014, d2.loss_bbox: 0.3988 d3.loss_cls: 0.3550, d3.loss_bbox: 0.4821 d4.loss_cls: 0.4519, d4.loss_bbox: 0.3945, loss: 3.6113, grad_norm: 56.9838
2024-03-24 20:30:05,356 - my_logger - INFO - 2024-03-25 06:01:02,000 - mmdet - INFO - Epoch [5][50/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5572, loss_bbox: 0.3625, d0.loss_cls: 0.5510, d0.loss_bbox: 0.4036 d1.loss_cls: 0.4990, d1.loss_bbox: 0.3044 d2.loss_cls: 0.3771, d2.loss_bbox: 0.3490 d3.loss_cls: 0.4969, d3.loss_bbox: 0.4259 d4.loss_cls: 0.4705, d4.loss_bbox: 0.3265, loss: 4.6665, grad_norm: 59.3054
2024-03-24 20:30:05,357 - my_logger - INFO - 2024-03-25 06:03:02,000 - mmdet - INFO - Epoch [5][100/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5648, loss_bbox: 0.5161, d0.loss_cls: 0.3770, d0.loss_bbox: 0.3101 d1.loss_cls: 0.4195, d1.loss_bbox: 0.5728 d2.loss_cls: 0.5141, d2.loss_bbox: 0.3582 d3.loss_cls: 0.3381, d3.loss_bbox: 0.5273 d4.loss_cls: 0.4015, d4.loss_bbox: 0.5908, loss: 3.6370, grad_norm: 53.9304
2024-03-24 20:30:05,357 - my_logger - INFO - 2024-03-25 06:05:02,000 - mmdet - INFO - Epoch [5][150/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5672, loss_bbox: 0.5622, d0.loss_cls: 0.5940, d0.loss_bbox: 0.3226 d1.loss_cls: 0.3045, d1.loss_bbox: 0.5007 d2.loss_cls: 0.5849, d2.loss_bbox: 0.4498 d3.loss_cls: 0.3720, d3.loss_bbox: 0.5146 d4.loss_cls: 0.5527, d4.loss_bbox: 0.5986, loss: 3.6447, grad_norm: 58.9694
2024-03-24 20:30:05,357 - my_logger - INFO - 2024-03-25 06:07:02,000 - mmdet - INFO - Epoch [5][200/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3436, loss_bbox: 0.3953, d0.loss_cls: 0.5610, d0.loss_bbox: 0.3346 d1.loss_cls: 0.3162, d1.loss_bbox: 0.3491 d2.loss_cls: 0.3839, d2.loss_bbox: 0.3215 d3.loss_cls: 0.4192, d3.loss_bbox: 0.4084 d4.loss_cls: 0.4147, d4.loss_bbox: 0.3864, loss: 4.0129, grad_norm: 57.4164
2024-03-24 20:30:05,358 - my_logger - INFO - 2024-03-25 06:09:02,000 - mmdet - INFO - Epoch [5][250/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3792, loss_bbox: 0.3858, d0.loss_cls: 0.3975, d0.loss_bbox: 0.3556 d1.loss_cls: 0.3413, d1.loss_bbox: 0.5470 d2.loss_cls: 0.4185, d2.loss_bbox: 0.3153 d3.loss_cls: 0.5490, d3.loss_bbox: 0.3193 d4.loss_cls: 0.5260, d4.loss_bbox: 0.4590, loss: 3.8994, grad_norm: 56.5791
2024-03-24 20:30:05,358 - my_logger - INFO - 2024-03-25 06:11:02,000 - mmdet - INFO - Epoch [5][300/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3312, loss_bbox: 0.4645, d0.loss_cls: 0.4600, d0.loss_bbox: 0.5481 d1.loss_cls: 0.5796, d1.loss_bbox: 0.5674 d2.loss_cls: 0.4298, d2.loss_bbox: 0.5852 d3.loss_cls: 0.4763, d3.loss_bbox: 0.5895 d4.loss_cls: 0.4928, d4.loss_bbox: 0.4550, loss: 4.7561, grad_norm: 54.1538
2024-03-24 20:30:05,359 - my_logger - INFO - 2024-03-25 06:13:02,000 - mmdet - INFO - Epoch [5][350/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2592, loss_bbox: 0.4484, d0.loss_cls: 0.4827, d0.loss_bbox: 0.4965 d1.loss_cls: 0.3947, d1.loss_bbox: 0.5030 d2.loss_cls: 0.4358, d2.loss_bbox: 0.5997 d3.loss_cls: 0.4729, d3.loss_bbox: 0.5120 d4.loss_cls: 0.5391, d4.loss_bbox: 0.5176, loss: 4.2419, grad_norm: 57.4446
2024-03-24 20:30:05,359 - my_logger - INFO - 2024-03-25 06:15:02,000 - mmdet - INFO - Epoch [5][400/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2615, loss_bbox: 0.5260, d0.loss_cls: 0.3181, d0.loss_bbox: 0.5646 d1.loss_cls: 0.4357, d1.loss_bbox: 0.5042 d2.loss_cls: 0.3268, d2.loss_bbox: 0.4252 d3.loss_cls: 0.4640, d3.loss_bbox: 0.3875 d4.loss_cls: 0.3683, d4.loss_bbox: 0.3734, loss: 4.2539, grad_norm: 53.2065
2024-03-24 20:30:05,360 - my_logger - INFO - 2024-03-25 06:17:02,000 - mmdet - INFO - Epoch [5][450/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3636, loss_bbox: 0.3740, d0.loss_cls: 0.3006, d0.loss_bbox: 0.5696 d1.loss_cls: 0.3115, d1.loss_bbox: 0.4845 d2.loss_cls: 0.5447, d2.loss_bbox: 0.3025 d3.loss_cls: 0.5871, d3.loss_bbox: 0.3873 d4.loss_cls: 0.5514, d4.loss_bbox: 0.3165, loss: 4.4523, grad_norm: 58.2032
2024-03-24 20:30:05,361 - my_logger - INFO - 2024-03-25 06:19:02,000 - mmdet - INFO - Epoch [5][500/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4400, loss_bbox: 0.4159, d0.loss_cls: 0.5894, d0.loss_bbox: 0.3273 d1.loss_cls: 0.4366, d1.loss_bbox: 0.3571 d2.loss_cls: 0.3517, d2.loss_bbox: 0.4025 d3.loss_cls: 0.4188, d3.loss_bbox: 0.5623 d4.loss_cls: 0.4756, d4.loss_bbox: 0.4936, loss: 3.6548, grad_norm: 54.1819
2024-03-24 20:30:05,361 - my_logger - INFO - 2024-03-25 06:21:02,000 - mmdet - INFO - Epoch [5][550/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4883, loss_bbox: 0.5445, d0.loss_cls: 0.4541, d0.loss_bbox: 0.4297 d1.loss_cls: 0.3354, d1.loss_bbox: 0.3955 d2.loss_cls: 0.4744, d2.loss_bbox: 0.5274 d3.loss_cls: 0.5107, d3.loss_bbox: 0.3427 d4.loss_cls: 0.4626, d4.loss_bbox: 0.5750, loss: 3.9196, grad_norm: 53.4852
2024-03-24 20:30:05,362 - my_logger - INFO - 2024-03-25 06:23:02,000 - mmdet - INFO - Epoch [5][600/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4547, loss_bbox: 0.4416, d0.loss_cls: 0.4987, d0.loss_bbox: 0.5101 d1.loss_cls: 0.5594, d1.loss_bbox: 0.3206 d2.loss_cls: 0.3220, d2.loss_bbox: 0.3589 d3.loss_cls: 0.5158, d3.loss_bbox: 0.4330 d4.loss_cls: 0.5140, d4.loss_bbox: 0.4883, loss: 4.5057, grad_norm: 50.8758
2024-03-24 20:30:05,362 - my_logger - INFO - 2024-03-25 06:25:02,000 - mmdet - INFO - Epoch [5][650/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2580, loss_bbox: 0.5527, d0.loss_cls: 0.3545, d0.loss_bbox: 0.4408 d1.loss_cls: 0.4969, d1.loss_bbox: 0.3541 d2.loss_cls: 0.4496, d2.loss_bbox: 0.4273 d3.loss_cls: 0.4572, d3.loss_bbox: 0.4412 d4.loss_cls: 0.3463, d4.loss_bbox: 0.5705, loss: 4.1298, grad_norm: 58.7363
2024-03-24 20:30:05,362 - my_logger - INFO - 2024-03-25 06:27:02,000 - mmdet - INFO - Epoch [5][700/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4877, loss_bbox: 0.5043, d0.loss_cls: 0.5072, d0.loss_bbox: 0.4012 d1.loss_cls: 0.4704, d1.loss_bbox: 0.3296 d2.loss_cls: 0.3409, d2.loss_bbox: 0.5203 d3.loss_cls: 0.4330, d3.loss_bbox: 0.5820 d4.loss_cls: 0.3004, d4.loss_bbox: 0.3040, loss: 3.6452, grad_norm: 54.8600
2024-03-24 20:30:05,363 - my_logger - INFO - 2024-03-25 06:29:02,000 - mmdet - INFO - Epoch [5][750/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3364, loss_bbox: 0.5359, d0.loss_cls: 0.5096, d0.loss_bbox: 0.5880 d1.loss_cls: 0.4685, d1.loss_bbox: 0.5263 d2.loss_cls: 0.4352, d2.loss_bbox: 0.5278 d3.loss_cls: 0.4445, d3.loss_bbox: 0.4186 d4.loss_cls: 0.4929, d4.loss_bbox: 0.3048, loss: 3.5426, grad_norm: 58.2963
2024-03-24 20:30:05,363 - my_logger - INFO - 2024-03-25 06:31:02,000 - mmdet - INFO - Epoch [5][800/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4696, loss_bbox: 0.4967, d0.loss_cls: 0.4987, d0.loss_bbox: 0.5952 d1.loss_cls: 0.3303, d1.loss_bbox: 0.4147 d2.loss_cls: 0.4167, d2.loss_bbox: 0.4041 d3.loss_cls: 0.3290, d3.loss_bbox: 0.4106 d4.loss_cls: 0.5478, d4.loss_bbox: 0.3157, loss: 3.7332, grad_norm: 55.5787
2024-03-24 20:30:05,363 - my_logger - INFO - 2024-03-25 06:33:02,000 - mmdet - INFO - Epoch [5][850/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4678, loss_bbox: 0.3078, d0.loss_cls: 0.5502, d0.loss_bbox: 0.5624 d1.loss_cls: 0.5071, d1.loss_bbox: 0.4662 d2.loss_cls: 0.4201, d2.loss_bbox: 0.4874 d3.loss_cls: 0.3460, d3.loss_bbox: 0.4597 d4.loss_cls: 0.5310, d4.loss_bbox: 0.4583, loss: 3.6027, grad_norm: 53.6295
2024-03-24 20:30:05,364 - my_logger - INFO - 2024-03-25 06:35:02,000 - mmdet - INFO - Epoch [5][900/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4148, loss_bbox: 0.3076, d0.loss_cls: 0.4176, d0.loss_bbox: 0.4654 d1.loss_cls: 0.4316, d1.loss_bbox: 0.3789 d2.loss_cls: 0.5942, d2.loss_bbox: 0.4938 d3.loss_cls: 0.5903, d3.loss_bbox: 0.5393 d4.loss_cls: 0.5050, d4.loss_bbox: 0.5104, loss: 4.2654, grad_norm: 54.7647
2024-03-24 20:30:05,364 - my_logger - INFO - 2024-03-25 06:37:02,000 - mmdet - INFO - Epoch [5][950/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4979, loss_bbox: 0.5504, d0.loss_cls: 0.3340, d0.loss_bbox: 0.4199 d1.loss_cls: 0.3589, d1.loss_bbox: 0.5574 d2.loss_cls: 0.5453, d2.loss_bbox: 0.3854 d3.loss_cls: 0.5555, d3.loss_bbox: 0.4162 d4.loss_cls: 0.3014, d4.loss_bbox: 0.5636, loss: 3.8515, grad_norm: 53.0240
2024-03-24 20:30:05,365 - my_logger - INFO - 2024-03-25 06:39:02,000 - mmdet - INFO - Epoch [5][1000/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2811, loss_bbox: 0.3066, d0.loss_cls: 0.3445, d0.loss_bbox: 0.3001 d1.loss_cls: 0.5922, d1.loss_bbox: 0.5850 d2.loss_cls: 0.4173, d2.loss_bbox: 0.5521 d3.loss_cls: 0.4432, d3.loss_bbox: 0.3256 d4.loss_cls: 0.5266, d4.loss_bbox: 0.3467, loss: 4.8220, grad_norm: 53.8633
2024-03-24 20:30:05,365 - my_logger - INFO - 2024-03-25 06:41:02,000 - mmdet - INFO - Epoch [5][1050/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2511, loss_bbox: 0.5218, d0.loss_cls: 0.5057, d0.loss_bbox: 0.5578 d1.loss_cls: 0.3490, d1.loss_bbox: 0.4784 d2.loss_cls: 0.4445, d2.loss_bbox: 0.3270 d3.loss_cls: 0.3910, d3.loss_bbox: 0.5733 d4.loss_cls: 0.4067, d4.loss_bbox: 0.5876, loss: 4.3477, grad_norm: 56.9039
2024-03-24 20:30:05,365 - my_logger - INFO - 2024-03-25 06:43:02,000 - mmdet - INFO - Epoch [5][1100/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5855, loss_bbox: 0.3443, d0.loss_cls: 0.4002, d0.loss_bbox: 0.3409 d1.loss_cls: 0.4265, d1.loss_bbox: 0.4114 d2.loss_cls: 0.4405, d2.loss_bbox: 0.4758 d3.loss_cls: 0.5976, d3.loss_bbox: 0.4670 d4.loss_cls: 0.5091, d4.loss_bbox: 0.4434, loss: 3.7917, grad_norm: 50.7124
2024-03-24 20:30:05,366 - my_logger - INFO - 2024-03-25 06:45:02,000 - mmdet - INFO - Epoch [5][1150/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3234, loss_bbox: 0.5560, d0.loss_cls: 0.4226, d0.loss_bbox: 0.5299 d1.loss_cls: 0.4245, d1.loss_bbox: 0.3556 d2.loss_cls: 0.5494, d2.loss_bbox: 0.5864 d3.loss_cls: 0.5300, d3.loss_bbox: 0.5552 d4.loss_cls: 0.5086, d4.loss_bbox: 0.3318, loss: 4.8877, grad_norm: 59.0452
2024-03-24 20:30:05,366 - my_logger - INFO - 2024-03-25 06:47:02,000 - mmdet - INFO - Epoch [5][1200/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5118, loss_bbox: 0.3563, d0.loss_cls: 0.5491, d0.loss_bbox: 0.4049 d1.loss_cls: 0.4830, d1.loss_bbox: 0.4643 d2.loss_cls: 0.3389, d2.loss_bbox: 0.3562 d3.loss_cls: 0.4010, d3.loss_bbox: 0.4380 d4.loss_cls: 0.4702, d4.loss_bbox: 0.3845, loss: 3.5383, grad_norm: 57.7096
2024-03-24 20:30:05,366 - my_logger - INFO - 2024-03-25 06:49:02,000 - mmdet - INFO - Epoch [5][1250/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3981, loss_bbox: 0.3252, d0.loss_cls: 0.5097, d0.loss_bbox: 0.5857 d1.loss_cls: 0.4118, d1.loss_bbox: 0.3845 d2.loss_cls: 0.4777, d2.loss_bbox: 0.3067 d3.loss_cls: 0.3929, d3.loss_bbox: 0.5589 d4.loss_cls: 0.4293, d4.loss_bbox: 0.3462, loss: 4.0459, grad_norm: 52.8095
2024-03-24 20:30:05,367 - my_logger - INFO - 2024-03-25 06:51:02,000 - mmdet - INFO - Epoch [5][1300/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4669, loss_bbox: 0.3561, d0.loss_cls: 0.4052, d0.loss_bbox: 0.3038 d1.loss_cls: 0.3552, d1.loss_bbox: 0.3994 d2.loss_cls: 0.4291, d2.loss_bbox: 0.5224 d3.loss_cls: 0.3402, d3.loss_bbox: 0.3714 d4.loss_cls: 0.3603, d4.loss_bbox: 0.3611, loss: 3.5291, grad_norm: 54.0244
2024-03-24 20:30:05,367 - my_logger - INFO - 2024-03-25 06:53:02,000 - mmdet - INFO - Epoch [5][1350/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3339, loss_bbox: 0.3559, d0.loss_cls: 0.3129, d0.loss_bbox: 0.3209 d1.loss_cls: 0.5762, d1.loss_bbox: 0.5111 d2.loss_cls: 0.3445, d2.loss_bbox: 0.3332 d3.loss_cls: 0.5255, d3.loss_bbox: 0.4771 d4.loss_cls: 0.5802, d4.loss_bbox: 0.3325, loss: 4.4125, grad_norm: 53.8120
2024-03-24 20:30:05,368 - my_logger - INFO - 2024-03-25 06:55:02,000 - mmdet - INFO - Epoch [5][1400/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5930, loss_bbox: 0.3541, d0.loss_cls: 0.3678, d0.loss_bbox: 0.5670 d1.loss_cls: 0.5935, d1.loss_bbox: 0.5830 d2.loss_cls: 0.4250, d2.loss_bbox: 0.3992 d3.loss_cls: 0.5436, d3.loss_bbox: 0.3196 d4.loss_cls: 0.4014, d4.loss_bbox: 0.5073, loss: 4.8576, grad_norm: 57.1556
2024-03-24 20:30:05,368 - my_logger - INFO - 2024-03-25 06:57:02,000 - mmdet - INFO - Epoch [5][1450/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5434, loss_bbox: 0.4552, d0.loss_cls: 0.3680, d0.loss_bbox: 0.3637 d1.loss_cls: 0.5505, d1.loss_bbox: 0.5154 d2.loss_cls: 0.3378, d2.loss_bbox: 0.5426 d3.loss_cls: 0.4265, d3.loss_bbox: 0.3808 d4.loss_cls: 0.3395, d4.loss_bbox: 0.3557, loss: 4.1816, grad_norm: 58.5322
2024-03-24 20:30:05,368 - my_logger - INFO - 2024-03-25 06:59:02,000 - mmdet - INFO - Epoch [5][1500/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5910, loss_bbox: 0.4131, d0.loss_cls: 0.5063, d0.loss_bbox: 0.4592 d1.loss_cls: 0.4747, d1.loss_bbox: 0.4733 d2.loss_cls: 0.5679, d2.loss_bbox: 0.4095 d3.loss_cls: 0.4088, d3.loss_bbox: 0.3278 d4.loss_cls: 0.4142, d4.loss_bbox: 0.3724, loss: 4.9772, grad_norm: 58.8860
2024-03-24 20:30:05,369 - my_logger - INFO - 2024-03-25 07:01:02,000 - mmdet - INFO - Epoch [5][1550/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2925, loss_bbox: 0.4635, d0.loss_cls: 0.4104, d0.loss_bbox: 0.4157 d1.loss_cls: 0.3932, d1.loss_bbox: 0.5866 d2.loss_cls: 0.3712, d2.loss_bbox: 0.4530 d3.loss_cls: 0.3886, d3.loss_bbox: 0.4240 d4.loss_cls: 0.3638, d4.loss_bbox: 0.3865, loss: 4.2000, grad_norm: 53.3226
2024-03-24 20:30:05,369 - my_logger - INFO - 2024-03-25 07:03:02,000 - mmdet - INFO - Epoch [5][1600/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5288, loss_bbox: 0.4130, d0.loss_cls: 0.5767, d0.loss_bbox: 0.4342 d1.loss_cls: 0.5562, d1.loss_bbox: 0.5213 d2.loss_cls: 0.3486, d2.loss_bbox: 0.4318 d3.loss_cls: 0.4168, d3.loss_bbox: 0.5982 d4.loss_cls: 0.5135, d4.loss_bbox: 0.3435, loss: 4.2569, grad_norm: 54.9907
2024-03-24 20:30:05,369 - my_logger - INFO - 2024-03-25 07:05:02,000 - mmdet - INFO - Epoch [5][1650/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5517, loss_bbox: 0.3529, d0.loss_cls: 0.4709, d0.loss_bbox: 0.3828 d1.loss_cls: 0.5024, d1.loss_bbox: 0.5540 d2.loss_cls: 0.3420, d2.loss_bbox: 0.5840 d3.loss_cls: 0.5390, d3.loss_bbox: 0.4974 d4.loss_cls: 0.4214, d4.loss_bbox: 0.4247, loss: 4.3174, grad_norm: 59.8808
2024-03-24 20:30:05,370 - my_logger - INFO - 2024-03-25 07:07:02,000 - mmdet - INFO - Epoch [5][1700/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2516, loss_bbox: 0.5728, d0.loss_cls: 0.5349, d0.loss_bbox: 0.3429 d1.loss_cls: 0.4990, d1.loss_bbox: 0.3323 d2.loss_cls: 0.5280, d2.loss_bbox: 0.4175 d3.loss_cls: 0.4793, d3.loss_bbox: 0.4003 d4.loss_cls: 0.5257, d4.loss_bbox: 0.3428, loss: 4.9266, grad_norm: 54.4453
2024-03-24 20:30:05,370 - my_logger - INFO - 2024-03-25 07:09:02,000 - mmdet - INFO - Epoch [5][1750/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3650, loss_bbox: 0.5919, d0.loss_cls: 0.4357, d0.loss_bbox: 0.5171 d1.loss_cls: 0.4790, d1.loss_bbox: 0.3520 d2.loss_cls: 0.4806, d2.loss_bbox: 0.4967 d3.loss_cls: 0.3751, d3.loss_bbox: 0.5844 d4.loss_cls: 0.4812, d4.loss_bbox: 0.5721, loss: 4.2702, grad_norm: 50.3690
2024-03-24 20:30:05,371 - my_logger - INFO - 2024-03-25 07:11:02,000 - mmdet - INFO - Epoch [5][1800/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3457, loss_bbox: 0.4860, d0.loss_cls: 0.5296, d0.loss_bbox: 0.5056 d1.loss_cls: 0.5155, d1.loss_bbox: 0.4469 d2.loss_cls: 0.5142, d2.loss_bbox: 0.5622 d3.loss_cls: 0.5944, d3.loss_bbox: 0.5311 d4.loss_cls: 0.3396, d4.loss_bbox: 0.4836, loss: 4.5606, grad_norm: 54.7509
2024-03-24 20:30:05,371 - my_logger - INFO - 2024-03-25 07:13:02,000 - mmdet - INFO - Epoch [5][1850/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3826, loss_bbox: 0.4960, d0.loss_cls: 0.5649, d0.loss_bbox: 0.4165 d1.loss_cls: 0.4776, d1.loss_bbox: 0.5639 d2.loss_cls: 0.3030, d2.loss_bbox: 0.4533 d3.loss_cls: 0.3166, d3.loss_bbox: 0.4375 d4.loss_cls: 0.5797, d4.loss_bbox: 0.3225, loss: 4.0603, grad_norm: 54.0285
2024-03-24 20:30:05,371 - my_logger - INFO - 2024-03-25 07:15:02,000 - mmdet - INFO - Epoch [5][1900/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3066, loss_bbox: 0.5166, d0.loss_cls: 0.4831, d0.loss_bbox: 0.3887 d1.loss_cls: 0.4388, d1.loss_bbox: 0.4844 d2.loss_cls: 0.4504, d2.loss_bbox: 0.3549 d3.loss_cls: 0.5629, d3.loss_bbox: 0.4446 d4.loss_cls: 0.3387, d4.loss_bbox: 0.4902, loss: 4.3511, grad_norm: 55.6740
2024-03-24 20:30:05,372 - my_logger - INFO - 2024-03-25 07:17:02,000 - mmdet - INFO - Epoch [5][1950/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2602, loss_bbox: 0.3146, d0.loss_cls: 0.4109, d0.loss_bbox: 0.3965 d1.loss_cls: 0.5263, d1.loss_bbox: 0.3268 d2.loss_cls: 0.3290, d2.loss_bbox: 0.4576 d3.loss_cls: 0.3188, d3.loss_bbox: 0.4697 d4.loss_cls: 0.4126, d4.loss_bbox: 0.4769, loss: 3.8193, grad_norm: 54.6736
2024-03-24 20:30:05,372 - my_logger - INFO - 2024-03-25 07:19:02,000 - mmdet - INFO - Epoch [5][2000/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3795, loss_bbox: 0.5614, d0.loss_cls: 0.5932, d0.loss_bbox: 0.4722 d1.loss_cls: 0.5393, d1.loss_bbox: 0.4525 d2.loss_cls: 0.4309, d2.loss_bbox: 0.3390 d3.loss_cls: 0.3936, d3.loss_bbox: 0.3586 d4.loss_cls: 0.3788, d4.loss_bbox: 0.5556, loss: 3.5285, grad_norm: 53.6478
2024-03-24 20:30:05,372 - my_logger - INFO - 2024-03-25 07:21:02,000 - mmdet - INFO - Epoch [5][2050/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3129, loss_bbox: 0.4962, d0.loss_cls: 0.4064, d0.loss_bbox: 0.4613 d1.loss_cls: 0.3553, d1.loss_bbox: 0.3172 d2.loss_cls: 0.3780, d2.loss_bbox: 0.4739 d3.loss_cls: 0.4731, d3.loss_bbox: 0.5282 d4.loss_cls: 0.4320, d4.loss_bbox: 0.3127, loss: 4.3726, grad_norm: 51.2109
2024-03-24 20:30:05,373 - my_logger - INFO - 2024-03-25 07:23:02,000 - mmdet - INFO - Epoch [5][2100/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4770, loss_bbox: 0.3869, d0.loss_cls: 0.3105, d0.loss_bbox: 0.4886 d1.loss_cls: 0.3786, d1.loss_bbox: 0.5828 d2.loss_cls: 0.4992, d2.loss_bbox: 0.4643 d3.loss_cls: 0.5365, d3.loss_bbox: 0.4950 d4.loss_cls: 0.3052, d4.loss_bbox: 0.3636, loss: 3.9535, grad_norm: 53.6411
2024-03-24 20:30:05,373 - my_logger - INFO - 2024-03-25 07:25:02,000 - mmdet - INFO - Epoch [5][2150/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5270, loss_bbox: 0.5228, d0.loss_cls: 0.3163, d0.loss_bbox: 0.4487 d1.loss_cls: 0.4197, d1.loss_bbox: 0.3266 d2.loss_cls: 0.4743, d2.loss_bbox: 0.3827 d3.loss_cls: 0.4606, d3.loss_bbox: 0.3828 d4.loss_cls: 0.5052, d4.loss_bbox: 0.5383, loss: 4.7083, grad_norm: 59.6693
2024-03-24 20:30:05,373 - my_logger - INFO - 2024-03-25 07:27:02,000 - mmdet - INFO - Epoch [5][2200/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3651, loss_bbox: 0.5878, d0.loss_cls: 0.4704, d0.loss_bbox: 0.5992 d1.loss_cls: 0.5663, d1.loss_bbox: 0.5245 d2.loss_cls: 0.3761, d2.loss_bbox: 0.3840 d3.loss_cls: 0.3338, d3.loss_bbox: 0.5914 d4.loss_cls: 0.4557, d4.loss_bbox: 0.5096, loss: 3.6362, grad_norm: 57.8450
2024-03-24 20:30:05,374 - my_logger - INFO - 2024-03-25 07:29:02,000 - mmdet - INFO - Epoch [5][2250/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5958, loss_bbox: 0.5100, d0.loss_cls: 0.3541, d0.loss_bbox: 0.4316 d1.loss_cls: 0.5147, d1.loss_bbox: 0.3183 d2.loss_cls: 0.3024, d2.loss_bbox: 0.5767 d3.loss_cls: 0.4645, d3.loss_bbox: 0.3096 d4.loss_cls: 0.3251, d4.loss_bbox: 0.5107, loss: 4.9478, grad_norm: 54.5758
2024-03-24 20:30:05,381 - my_logger - INFO - 2024-03-25 07:31:02,000 - mmdet - INFO - Epoch [5][2300/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5775, loss_bbox: 0.5156, d0.loss_cls: 0.5673, d0.loss_bbox: 0.5571 d1.loss_cls: 0.5922, d1.loss_bbox: 0.4623 d2.loss_cls: 0.5424, d2.loss_bbox: 0.3505 d3.loss_cls: 0.5869, d3.loss_bbox: 0.4989 d4.loss_cls: 0.5939, d4.loss_bbox: 0.3391, loss: 4.3137, grad_norm: 56.4329
2024-03-24 20:30:05,381 - my_logger - INFO - 2024-03-25 07:33:02,000 - mmdet - INFO - Epoch [5][2350/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3042, loss_bbox: 0.3826, d0.loss_cls: 0.3713, d0.loss_bbox: 0.5651 d1.loss_cls: 0.4032, d1.loss_bbox: 0.5464 d2.loss_cls: 0.3750, d2.loss_bbox: 0.5359 d3.loss_cls: 0.4403, d3.loss_bbox: 0.3980 d4.loss_cls: 0.5187, d4.loss_bbox: 0.5773, loss: 4.1058, grad_norm: 51.7333
2024-03-24 20:30:05,382 - my_logger - INFO - 2024-03-25 07:35:02,000 - mmdet - INFO - Epoch [5][2400/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3839, loss_bbox: 0.4902, d0.loss_cls: 0.5375, d0.loss_bbox: 0.3182 d1.loss_cls: 0.3747, d1.loss_bbox: 0.4330 d2.loss_cls: 0.3660, d2.loss_bbox: 0.3333 d3.loss_cls: 0.4308, d3.loss_bbox: 0.4495 d4.loss_cls: 0.5924, d4.loss_bbox: 0.3999, loss: 5.0000, grad_norm: 56.3846
2024-03-24 20:30:05,382 - my_logger - INFO - 2024-03-25 07:37:02,000 - mmdet - INFO - Epoch [5][2450/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5347, loss_bbox: 0.4348, d0.loss_cls: 0.3637, d0.loss_bbox: 0.5373 d1.loss_cls: 0.3361, d1.loss_bbox: 0.4075 d2.loss_cls: 0.5819, d2.loss_bbox: 0.4877 d3.loss_cls: 0.5871, d3.loss_bbox: 0.5222 d4.loss_cls: 0.3120, d4.loss_bbox: 0.5490, loss: 4.1339, grad_norm: 52.6648
2024-03-24 20:30:05,382 - my_logger - INFO - 2024-03-25 07:39:02,000 - mmdet - INFO - Epoch [5][2500/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3689, loss_bbox: 0.4062, d0.loss_cls: 0.4475, d0.loss_bbox: 0.5553 d1.loss_cls: 0.4025, d1.loss_bbox: 0.5719 d2.loss_cls: 0.4308, d2.loss_bbox: 0.4390 d3.loss_cls: 0.3763, d3.loss_bbox: 0.5225 d4.loss_cls: 0.4835, d4.loss_bbox: 0.3520, loss: 4.1376, grad_norm: 56.7866
2024-03-24 20:30:05,383 - my_logger - INFO - 2024-03-25 07:41:02,000 - mmdet - INFO - Epoch [5][2550/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3058, loss_bbox: 0.4199, d0.loss_cls: 0.4890, d0.loss_bbox: 0.5931 d1.loss_cls: 0.5709, d1.loss_bbox: 0.4595 d2.loss_cls: 0.3765, d2.loss_bbox: 0.4848 d3.loss_cls: 0.5859, d3.loss_bbox: 0.4894 d4.loss_cls: 0.3764, d4.loss_bbox: 0.5410, loss: 3.8768, grad_norm: 53.5435
2024-03-24 20:30:05,383 - my_logger - INFO - 2024-03-25 07:43:02,000 - mmdet - INFO - Epoch [5][2600/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2881, loss_bbox: 0.4796, d0.loss_cls: 0.4384, d0.loss_bbox: 0.5992 d1.loss_cls: 0.5290, d1.loss_bbox: 0.4676 d2.loss_cls: 0.5982, d2.loss_bbox: 0.3938 d3.loss_cls: 0.5777, d3.loss_bbox: 0.5643 d4.loss_cls: 0.5480, d4.loss_bbox: 0.3093, loss: 4.8238, grad_norm: 56.4469
2024-03-24 20:30:05,383 - my_logger - INFO - 2024-03-25 07:45:02,000 - mmdet - INFO - Epoch [5][2650/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4692, loss_bbox: 0.4254, d0.loss_cls: 0.3489, d0.loss_bbox: 0.4330 d1.loss_cls: 0.4465, d1.loss_bbox: 0.4134 d2.loss_cls: 0.5873, d2.loss_bbox: 0.4139 d3.loss_cls: 0.3856, d3.loss_bbox: 0.3121 d4.loss_cls: 0.3869, d4.loss_bbox: 0.3908, loss: 4.7017, grad_norm: 50.5324
2024-03-24 20:30:05,384 - my_logger - INFO - 2024-03-25 07:47:02,000 - mmdet - INFO - Epoch [5][2700/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4180, loss_bbox: 0.5001, d0.loss_cls: 0.4301, d0.loss_bbox: 0.5940 d1.loss_cls: 0.3868, d1.loss_bbox: 0.3378 d2.loss_cls: 0.5400, d2.loss_bbox: 0.3220 d3.loss_cls: 0.4913, d3.loss_bbox: 0.3127 d4.loss_cls: 0.5313, d4.loss_bbox: 0.5101, loss: 4.7234, grad_norm: 55.7110
2024-03-24 20:30:05,384 - my_logger - INFO - 2024-03-25 07:49:02,000 - mmdet - INFO - Epoch [5][2750/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3280, loss_bbox: 0.5053, d0.loss_cls: 0.4022, d0.loss_bbox: 0.3507 d1.loss_cls: 0.4164, d1.loss_bbox: 0.3777 d2.loss_cls: 0.4209, d2.loss_bbox: 0.4611 d3.loss_cls: 0.5787, d3.loss_bbox: 0.4294 d4.loss_cls: 0.3461, d4.loss_bbox: 0.5573, loss: 3.9001, grad_norm: 50.4934
2024-03-24 20:30:05,385 - my_logger - INFO - 2024-03-25 07:51:02,000 - mmdet - INFO - Epoch [5][2800/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4421, loss_bbox: 0.3759, d0.loss_cls: 0.5999, d0.loss_bbox: 0.3728 d1.loss_cls: 0.3205, d1.loss_bbox: 0.5979 d2.loss_cls: 0.3993, d2.loss_bbox: 0.3535 d3.loss_cls: 0.4891, d3.loss_bbox: 0.4294 d4.loss_cls: 0.5016, d4.loss_bbox: 0.4645, loss: 4.0373, grad_norm: 58.7051
2024-03-24 20:30:05,385 - my_logger - INFO - 2024-03-25 07:53:02,000 - mmdet - INFO - Epoch [5][2850/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5779, loss_bbox: 0.5140, d0.loss_cls: 0.5705, d0.loss_bbox: 0.5027 d1.loss_cls: 0.4663, d1.loss_bbox: 0.3284 d2.loss_cls: 0.5691, d2.loss_bbox: 0.5485 d3.loss_cls: 0.3152, d3.loss_bbox: 0.3858 d4.loss_cls: 0.3920, d4.loss_bbox: 0.5152, loss: 3.7783, grad_norm: 55.7334
2024-03-24 20:30:05,385 - my_logger - INFO - 2024-03-25 07:55:02,000 - mmdet - INFO - Epoch [5][2900/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5109, loss_bbox: 0.5375, d0.loss_cls: 0.3415, d0.loss_bbox: 0.3439 d1.loss_cls: 0.5560, d1.loss_bbox: 0.5112 d2.loss_cls: 0.4316, d2.loss_bbox: 0.4008 d3.loss_cls: 0.4246, d3.loss_bbox: 0.3269 d4.loss_cls: 0.3009, d4.loss_bbox: 0.5591, loss: 3.9836, grad_norm: 56.8484
2024-03-24 20:30:05,386 - my_logger - INFO - 2024-03-25 07:57:02,000 - mmdet - INFO - Epoch [5][2950/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4156, loss_bbox: 0.5746, d0.loss_cls: 0.5200, d0.loss_bbox: 0.4021 d1.loss_cls: 0.4494, d1.loss_bbox: 0.4512 d2.loss_cls: 0.4723, d2.loss_bbox: 0.3923 d3.loss_cls: 0.4420, d3.loss_bbox: 0.3810 d4.loss_cls: 0.3935, d4.loss_bbox: 0.4340, loss: 3.6034, grad_norm: 58.1820
2024-03-24 20:30:05,386 - my_logger - INFO - 2024-03-25 07:59:02,000 - mmdet - INFO - Epoch [5][3000/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4769, loss_bbox: 0.5159, d0.loss_cls: 0.4617, d0.loss_bbox: 0.5517 d1.loss_cls: 0.4139, d1.loss_bbox: 0.4947 d2.loss_cls: 0.5959, d2.loss_bbox: 0.3143 d3.loss_cls: 0.3973, d3.loss_bbox: 0.3056 d4.loss_cls: 0.4894, d4.loss_bbox: 0.4729, loss: 4.1815, grad_norm: 53.0244
2024-03-24 20:30:05,387 - my_logger - INFO - 2024-03-25 08:01:02,000 - mmdet - INFO - Epoch [5][3050/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3722, loss_bbox: 0.4817, d0.loss_cls: 0.4926, d0.loss_bbox: 0.3077 d1.loss_cls: 0.3216, d1.loss_bbox: 0.5543 d2.loss_cls: 0.4328, d2.loss_bbox: 0.3379 d3.loss_cls: 0.3162, d3.loss_bbox: 0.4669 d4.loss_cls: 0.4606, d4.loss_bbox: 0.5036, loss: 3.9827, grad_norm: 53.0022
2024-03-24 20:30:05,387 - my_logger - INFO - 2024-03-25 08:03:02,000 - mmdet - INFO - Epoch [5][3100/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3158, loss_bbox: 0.4608, d0.loss_cls: 0.4795, d0.loss_bbox: 0.5705 d1.loss_cls: 0.5094, d1.loss_bbox: 0.3577 d2.loss_cls: 0.5012, d2.loss_bbox: 0.3797 d3.loss_cls: 0.4596, d3.loss_bbox: 0.4236 d4.loss_cls: 0.4841, d4.loss_bbox: 0.4280, loss: 4.4990, grad_norm: 57.7085
2024-03-24 20:30:05,387 - my_logger - INFO - 2024-03-25 08:05:02,000 - mmdet - INFO - Epoch [5][3150/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3487, loss_bbox: 0.4052, d0.loss_cls: 0.5273, d0.loss_bbox: 0.3333 d1.loss_cls: 0.3486, d1.loss_bbox: 0.4172 d2.loss_cls: 0.5868, d2.loss_bbox: 0.3939 d3.loss_cls: 0.4751, d3.loss_bbox: 0.3434 d4.loss_cls: 0.4782, d4.loss_bbox: 0.5979, loss: 4.4892, grad_norm: 56.8653
2024-03-24 20:30:05,388 - my_logger - INFO - 2024-03-25 08:07:02,000 - mmdet - INFO - Epoch [5][3200/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3080, loss_bbox: 0.4973, d0.loss_cls: 0.4483, d0.loss_bbox: 0.5360 d1.loss_cls: 0.4466, d1.loss_bbox: 0.4529 d2.loss_cls: 0.3368, d2.loss_bbox: 0.4981 d3.loss_cls: 0.5995, d3.loss_bbox: 0.4435 d4.loss_cls: 0.4645, d4.loss_bbox: 0.5483, loss: 4.6882, grad_norm: 59.8448
2024-03-24 20:30:05,388 - my_logger - INFO - 2024-03-25 08:09:02,000 - mmdet - INFO - Epoch [5][3250/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2998, loss_bbox: 0.5997, d0.loss_cls: 0.4135, d0.loss_bbox: 0.4883 d1.loss_cls: 0.3417, d1.loss_bbox: 0.4447 d2.loss_cls: 0.4485, d2.loss_bbox: 0.5738 d3.loss_cls: 0.4520, d3.loss_bbox: 0.3359 d4.loss_cls: 0.4852, d4.loss_bbox: 0.3280, loss: 4.3331, grad_norm: 59.7314
2024-03-24 20:30:05,388 - my_logger - INFO - 2024-03-25 08:11:02,000 - mmdet - INFO - Epoch [5][3300/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3827, loss_bbox: 0.4170, d0.loss_cls: 0.5032, d0.loss_bbox: 0.4435 d1.loss_cls: 0.5942, d1.loss_bbox: 0.4534 d2.loss_cls: 0.4488, d2.loss_bbox: 0.3297 d3.loss_cls: 0.5307, d3.loss_bbox: 0.5516 d4.loss_cls: 0.5317, d4.loss_bbox: 0.5508, loss: 3.5342, grad_norm: 51.1141
2024-03-24 20:30:05,389 - my_logger - INFO - 2024-03-25 08:13:02,000 - mmdet - INFO - Epoch [5][3350/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5971, loss_bbox: 0.3919, d0.loss_cls: 0.4623, d0.loss_bbox: 0.4999 d1.loss_cls: 0.3487, d1.loss_bbox: 0.3563 d2.loss_cls: 0.5935, d2.loss_bbox: 0.3901 d3.loss_cls: 0.4330, d3.loss_bbox: 0.3242 d4.loss_cls: 0.3717, d4.loss_bbox: 0.4612, loss: 4.9504, grad_norm: 53.1052
2024-03-24 20:30:05,389 - my_logger - INFO - 2024-03-25 08:15:02,000 - mmdet - INFO - Epoch [5][3400/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3911, loss_bbox: 0.5550, d0.loss_cls: 0.3749, d0.loss_bbox: 0.4668 d1.loss_cls: 0.5741, d1.loss_bbox: 0.5446 d2.loss_cls: 0.4877, d2.loss_bbox: 0.3407 d3.loss_cls: 0.4808, d3.loss_bbox: 0.3760 d4.loss_cls: 0.4484, d4.loss_bbox: 0.4463, loss: 3.6484, grad_norm: 53.5979
2024-03-24 20:30:05,390 - my_logger - INFO - 2024-03-25 08:17:02,000 - mmdet - INFO - Epoch [5][3450/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5230, loss_bbox: 0.5587, d0.loss_cls: 0.4201, d0.loss_bbox: 0.3331 d1.loss_cls: 0.5861, d1.loss_bbox: 0.4162 d2.loss_cls: 0.3733, d2.loss_bbox: 0.4216 d3.loss_cls: 0.3338, d3.loss_bbox: 0.4926 d4.loss_cls: 0.5858, d4.loss_bbox: 0.5343, loss: 4.1181, grad_norm: 52.6642
2024-03-24 20:30:05,401 - my_logger - INFO - 2024-03-25 08:19:02,000 - mmdet - INFO - Epoch [5][3500/3517][Batch size: 50]	lr: 4.566e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5990, loss_bbox: 0.5488, d0.loss_cls: 0.3742, d0.loss_bbox: 0.3748 d1.loss_cls: 0.5381, d1.loss_bbox: 0.4078 d2.loss_cls: 0.5990, d2.loss_bbox: 0.4097 d3.loss_cls: 0.3121, d3.loss_bbox: 0.5571 d4.loss_cls: 0.5536, d4.loss_bbox: 0.4900, loss: 3.7394, grad_norm: 56.4209
2024-03-24 20:30:05,402 - my_logger - INFO - Saving checkpoint at 5 epochs
2024-03-24 20:30:05,402 - my_logger - INFO - Metric NDS: 52.7476
2024-03-24 20:30:05,402 - my_logger - INFO - Metric mAP: 32.5278
2024-03-24 20:30:05,403 - my_logger - INFO - Metric mATE: 0.7277
2024-03-24 20:30:05,403 - my_logger - INFO - Metric mASE: 0.3138
2024-03-24 20:30:05,403 - my_logger - INFO - Metric mAOE: 0.5737
2024-03-24 20:30:05,407 - my_logger - INFO - Metric mAVE: 0.3261
2024-03-24 20:30:05,408 - my_logger - INFO - Metric mAAE: 0.2188
2024-03-24 20:30:05,408 - my_logger - INFO - 2024-03-25 08:21:02,000 - mmdet - INFO - Epoch [6][0/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2970, loss_bbox: 0.3249, d0.loss_cls: 0.3331, d0.loss_bbox: 0.5883 d1.loss_cls: 0.5169, d1.loss_bbox: 0.4749 d2.loss_cls: 0.3394, d2.loss_bbox: 0.5955 d3.loss_cls: 0.4988, d3.loss_bbox: 0.5533 d4.loss_cls: 0.3669, d4.loss_bbox: 0.5118, loss: 4.8745, grad_norm: 54.0935
2024-03-24 20:30:05,408 - my_logger - INFO - 2024-03-25 08:23:02,000 - mmdet - INFO - Epoch [6][50/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4019, loss_bbox: 0.5616, d0.loss_cls: 0.3075, d0.loss_bbox: 0.3370 d1.loss_cls: 0.3556, d1.loss_bbox: 0.5381 d2.loss_cls: 0.5578, d2.loss_bbox: 0.4686 d3.loss_cls: 0.5604, d3.loss_bbox: 0.5195 d4.loss_cls: 0.3966, d4.loss_bbox: 0.4014, loss: 4.9154, grad_norm: 56.6335
2024-03-24 20:30:05,409 - my_logger - INFO - 2024-03-25 08:25:02,000 - mmdet - INFO - Epoch [6][100/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3297, loss_bbox: 0.5817, d0.loss_cls: 0.5916, d0.loss_bbox: 0.5457 d1.loss_cls: 0.5662, d1.loss_bbox: 0.3441 d2.loss_cls: 0.5499, d2.loss_bbox: 0.4961 d3.loss_cls: 0.3097, d3.loss_bbox: 0.3710 d4.loss_cls: 0.5388, d4.loss_bbox: 0.3796, loss: 4.5822, grad_norm: 55.6228
2024-03-24 20:30:05,409 - my_logger - INFO - 2024-03-25 08:27:02,000 - mmdet - INFO - Epoch [6][150/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5518, loss_bbox: 0.4396, d0.loss_cls: 0.3428, d0.loss_bbox: 0.3121 d1.loss_cls: 0.3764, d1.loss_bbox: 0.3279 d2.loss_cls: 0.5548, d2.loss_bbox: 0.3706 d3.loss_cls: 0.3085, d3.loss_bbox: 0.5568 d4.loss_cls: 0.4101, d4.loss_bbox: 0.4979, loss: 4.4201, grad_norm: 54.1991
2024-03-24 20:30:05,410 - my_logger - INFO - 2024-03-25 08:29:02,000 - mmdet - INFO - Epoch [6][200/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5244, loss_bbox: 0.4506, d0.loss_cls: 0.5663, d0.loss_bbox: 0.3923 d1.loss_cls: 0.3010, d1.loss_bbox: 0.3532 d2.loss_cls: 0.3799, d2.loss_bbox: 0.4961 d3.loss_cls: 0.5430, d3.loss_bbox: 0.3964 d4.loss_cls: 0.3994, d4.loss_bbox: 0.5613, loss: 3.7839, grad_norm: 56.8240
2024-03-24 20:30:05,411 - my_logger - INFO - 2024-03-25 08:31:02,000 - mmdet - INFO - Epoch [6][250/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2502, loss_bbox: 0.5007, d0.loss_cls: 0.4366, d0.loss_bbox: 0.3974 d1.loss_cls: 0.3960, d1.loss_bbox: 0.5396 d2.loss_cls: 0.3718, d2.loss_bbox: 0.5976 d3.loss_cls: 0.5771, d3.loss_bbox: 0.3011 d4.loss_cls: 0.3204, d4.loss_bbox: 0.5756, loss: 3.7980, grad_norm: 51.6576
2024-03-24 20:30:05,412 - my_logger - INFO - 2024-03-25 08:33:02,000 - mmdet - INFO - Epoch [6][300/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3163, loss_bbox: 0.4909, d0.loss_cls: 0.3564, d0.loss_bbox: 0.3599 d1.loss_cls: 0.3250, d1.loss_bbox: 0.3263 d2.loss_cls: 0.3676, d2.loss_bbox: 0.3035 d3.loss_cls: 0.4934, d3.loss_bbox: 0.5171 d4.loss_cls: 0.4800, d4.loss_bbox: 0.4333, loss: 3.7772, grad_norm: 51.1890
2024-03-24 20:30:05,413 - my_logger - INFO - 2024-03-25 08:35:02,000 - mmdet - INFO - Epoch [6][350/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2965, loss_bbox: 0.3181, d0.loss_cls: 0.3162, d0.loss_bbox: 0.3549 d1.loss_cls: 0.5847, d1.loss_bbox: 0.5830 d2.loss_cls: 0.4389, d2.loss_bbox: 0.4121 d3.loss_cls: 0.4236, d3.loss_bbox: 0.5689 d4.loss_cls: 0.5922, d4.loss_bbox: 0.3884, loss: 3.7145, grad_norm: 59.5539
2024-03-24 20:30:05,413 - my_logger - INFO - 2024-03-25 08:37:02,000 - mmdet - INFO - Epoch [6][400/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4377, loss_bbox: 0.3067, d0.loss_cls: 0.4748, d0.loss_bbox: 0.3482 d1.loss_cls: 0.5792, d1.loss_bbox: 0.3104 d2.loss_cls: 0.4441, d2.loss_bbox: 0.4529 d3.loss_cls: 0.5581, d3.loss_bbox: 0.5621 d4.loss_cls: 0.5679, d4.loss_bbox: 0.5427, loss: 4.0054, grad_norm: 53.3272
2024-03-24 20:30:05,414 - my_logger - INFO - 2024-03-25 08:39:02,000 - mmdet - INFO - Epoch [6][450/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2901, loss_bbox: 0.3704, d0.loss_cls: 0.5689, d0.loss_bbox: 0.5783 d1.loss_cls: 0.5730, d1.loss_bbox: 0.3726 d2.loss_cls: 0.5756, d2.loss_bbox: 0.5242 d3.loss_cls: 0.4450, d3.loss_bbox: 0.5793 d4.loss_cls: 0.5958, d4.loss_bbox: 0.3358, loss: 4.3663, grad_norm: 59.6152
2024-03-24 20:30:05,415 - my_logger - INFO - 2024-03-25 08:41:02,000 - mmdet - INFO - Epoch [6][500/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4913, loss_bbox: 0.3277, d0.loss_cls: 0.3326, d0.loss_bbox: 0.5594 d1.loss_cls: 0.5741, d1.loss_bbox: 0.5942 d2.loss_cls: 0.4604, d2.loss_bbox: 0.3545 d3.loss_cls: 0.5655, d3.loss_bbox: 0.4726 d4.loss_cls: 0.4086, d4.loss_bbox: 0.3569, loss: 4.7851, grad_norm: 54.7895
2024-03-24 20:30:05,415 - my_logger - INFO - 2024-03-25 08:43:02,000 - mmdet - INFO - Epoch [6][550/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3386, loss_bbox: 0.4454, d0.loss_cls: 0.5007, d0.loss_bbox: 0.3779 d1.loss_cls: 0.4739, d1.loss_bbox: 0.5316 d2.loss_cls: 0.3553, d2.loss_bbox: 0.4614 d3.loss_cls: 0.3673, d3.loss_bbox: 0.5538 d4.loss_cls: 0.4164, d4.loss_bbox: 0.3500, loss: 4.7428, grad_norm: 59.2123
2024-03-24 20:30:05,415 - my_logger - INFO - 2024-03-25 08:45:02,000 - mmdet - INFO - Epoch [6][600/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5876, loss_bbox: 0.3555, d0.loss_cls: 0.3904, d0.loss_bbox: 0.5502 d1.loss_cls: 0.5399, d1.loss_bbox: 0.4257 d2.loss_cls: 0.3814, d2.loss_bbox: 0.3956 d3.loss_cls: 0.4342, d3.loss_bbox: 0.4420 d4.loss_cls: 0.4642, d4.loss_bbox: 0.3224, loss: 3.5098, grad_norm: 52.3513
2024-03-24 20:30:05,416 - my_logger - INFO - 2024-03-25 08:47:02,000 - mmdet - INFO - Epoch [6][650/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5208, loss_bbox: 0.5468, d0.loss_cls: 0.4192, d0.loss_bbox: 0.4591 d1.loss_cls: 0.3583, d1.loss_bbox: 0.3449 d2.loss_cls: 0.5968, d2.loss_bbox: 0.4768 d3.loss_cls: 0.3722, d3.loss_bbox: 0.3414 d4.loss_cls: 0.5218, d4.loss_bbox: 0.3628, loss: 3.8473, grad_norm: 53.5089
2024-03-24 20:30:05,416 - my_logger - INFO - 2024-03-25 08:49:02,000 - mmdet - INFO - Epoch [6][700/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4902, loss_bbox: 0.4547, d0.loss_cls: 0.3046, d0.loss_bbox: 0.5904 d1.loss_cls: 0.4554, d1.loss_bbox: 0.4254 d2.loss_cls: 0.5278, d2.loss_bbox: 0.5822 d3.loss_cls: 0.5902, d3.loss_bbox: 0.5576 d4.loss_cls: 0.3685, d4.loss_bbox: 0.5765, loss: 3.9295, grad_norm: 55.2664
2024-03-24 20:30:05,417 - my_logger - INFO - 2024-03-25 08:51:02,000 - mmdet - INFO - Epoch [6][750/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3420, loss_bbox: 0.5647, d0.loss_cls: 0.5888, d0.loss_bbox: 0.4229 d1.loss_cls: 0.3219, d1.loss_bbox: 0.3611 d2.loss_cls: 0.5247, d2.loss_bbox: 0.3542 d3.loss_cls: 0.5147, d3.loss_bbox: 0.4972 d4.loss_cls: 0.4549, d4.loss_bbox: 0.5426, loss: 4.3532, grad_norm: 57.3298
2024-03-24 20:30:05,417 - my_logger - INFO - 2024-03-25 08:53:02,000 - mmdet - INFO - Epoch [6][800/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3616, loss_bbox: 0.4060, d0.loss_cls: 0.4273, d0.loss_bbox: 0.5111 d1.loss_cls: 0.4162, d1.loss_bbox: 0.3115 d2.loss_cls: 0.3855, d2.loss_bbox: 0.4165 d3.loss_cls: 0.3764, d3.loss_bbox: 0.5262 d4.loss_cls: 0.4602, d4.loss_bbox: 0.5900, loss: 4.2576, grad_norm: 57.0840
2024-03-24 20:30:05,418 - my_logger - INFO - 2024-03-25 08:55:02,000 - mmdet - INFO - Epoch [6][850/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5944, loss_bbox: 0.3863, d0.loss_cls: 0.4666, d0.loss_bbox: 0.3809 d1.loss_cls: 0.4806, d1.loss_bbox: 0.3635 d2.loss_cls: 0.5721, d2.loss_bbox: 0.4743 d3.loss_cls: 0.4247, d3.loss_bbox: 0.4175 d4.loss_cls: 0.3571, d4.loss_bbox: 0.4047, loss: 4.6762, grad_norm: 54.6939
2024-03-24 20:30:05,418 - my_logger - INFO - 2024-03-25 08:57:02,000 - mmdet - INFO - Epoch [6][900/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3351, loss_bbox: 0.5796, d0.loss_cls: 0.3814, d0.loss_bbox: 0.4807 d1.loss_cls: 0.4857, d1.loss_bbox: 0.3297 d2.loss_cls: 0.4102, d2.loss_bbox: 0.3628 d3.loss_cls: 0.5086, d3.loss_bbox: 0.5167 d4.loss_cls: 0.4058, d4.loss_bbox: 0.5798, loss: 4.4778, grad_norm: 54.1853
2024-03-24 20:30:05,419 - my_logger - INFO - 2024-03-25 08:59:02,000 - mmdet - INFO - Epoch [6][950/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3701, loss_bbox: 0.5541, d0.loss_cls: 0.4484, d0.loss_bbox: 0.4334 d1.loss_cls: 0.3981, d1.loss_bbox: 0.3181 d2.loss_cls: 0.5821, d2.loss_bbox: 0.5805 d3.loss_cls: 0.4178, d3.loss_bbox: 0.5395 d4.loss_cls: 0.4503, d4.loss_bbox: 0.5806, loss: 4.2707, grad_norm: 55.4298
2024-03-24 20:30:05,419 - my_logger - INFO - 2024-03-25 09:01:02,000 - mmdet - INFO - Epoch [6][1000/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3358, loss_bbox: 0.5887, d0.loss_cls: 0.3711, d0.loss_bbox: 0.4434 d1.loss_cls: 0.5092, d1.loss_bbox: 0.5775 d2.loss_cls: 0.3044, d2.loss_bbox: 0.3346 d3.loss_cls: 0.3640, d3.loss_bbox: 0.4674 d4.loss_cls: 0.4846, d4.loss_bbox: 0.3972, loss: 3.9516, grad_norm: 52.9079
2024-03-24 20:30:05,419 - my_logger - INFO - 2024-03-25 09:03:02,000 - mmdet - INFO - Epoch [6][1050/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3216, loss_bbox: 0.5842, d0.loss_cls: 0.5507, d0.loss_bbox: 0.4615 d1.loss_cls: 0.3557, d1.loss_bbox: 0.5122 d2.loss_cls: 0.3680, d2.loss_bbox: 0.4464 d3.loss_cls: 0.4040, d3.loss_bbox: 0.5360 d4.loss_cls: 0.3916, d4.loss_bbox: 0.3419, loss: 3.9051, grad_norm: 56.9590
2024-03-24 20:30:05,420 - my_logger - INFO - 2024-03-25 09:05:02,000 - mmdet - INFO - Epoch [6][1100/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5193, loss_bbox: 0.3055, d0.loss_cls: 0.4175, d0.loss_bbox: 0.3930 d1.loss_cls: 0.5532, d1.loss_bbox: 0.5053 d2.loss_cls: 0.4977, d2.loss_bbox: 0.5885 d3.loss_cls: 0.4814, d3.loss_bbox: 0.5516 d4.loss_cls: 0.5671, d4.loss_bbox: 0.3234, loss: 4.3870, grad_norm: 50.1592
2024-03-24 20:30:05,420 - my_logger - INFO - 2024-03-25 09:07:02,000 - mmdet - INFO - Epoch [6][1150/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2935, loss_bbox: 0.3284, d0.loss_cls: 0.5731, d0.loss_bbox: 0.4963 d1.loss_cls: 0.3824, d1.loss_bbox: 0.3397 d2.loss_cls: 0.3376, d2.loss_bbox: 0.3476 d3.loss_cls: 0.4781, d3.loss_bbox: 0.4378 d4.loss_cls: 0.4084, d4.loss_bbox: 0.5872, loss: 3.8545, grad_norm: 58.3803
2024-03-24 20:30:05,421 - my_logger - INFO - 2024-03-25 09:09:02,000 - mmdet - INFO - Epoch [6][1200/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3254, loss_bbox: 0.5255, d0.loss_cls: 0.3446, d0.loss_bbox: 0.4705 d1.loss_cls: 0.4339, d1.loss_bbox: 0.4025 d2.loss_cls: 0.4557, d2.loss_bbox: 0.3336 d3.loss_cls: 0.4507, d3.loss_bbox: 0.3954 d4.loss_cls: 0.4435, d4.loss_bbox: 0.3933, loss: 4.3563, grad_norm: 51.1567
2024-03-24 20:30:05,421 - my_logger - INFO - 2024-03-25 09:11:02,000 - mmdet - INFO - Epoch [6][1250/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3442, loss_bbox: 0.4985, d0.loss_cls: 0.4323, d0.loss_bbox: 0.3700 d1.loss_cls: 0.4676, d1.loss_bbox: 0.5121 d2.loss_cls: 0.5871, d2.loss_bbox: 0.4282 d3.loss_cls: 0.4550, d3.loss_bbox: 0.3589 d4.loss_cls: 0.5791, d4.loss_bbox: 0.3063, loss: 4.3722, grad_norm: 56.8276
2024-03-24 20:30:05,421 - my_logger - INFO - 2024-03-25 09:13:02,000 - mmdet - INFO - Epoch [6][1300/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4109, loss_bbox: 0.5945, d0.loss_cls: 0.4625, d0.loss_bbox: 0.5772 d1.loss_cls: 0.3581, d1.loss_bbox: 0.3880 d2.loss_cls: 0.4394, d2.loss_bbox: 0.3180 d3.loss_cls: 0.5994, d3.loss_bbox: 0.5881 d4.loss_cls: 0.5240, d4.loss_bbox: 0.3389, loss: 4.7303, grad_norm: 57.4627
2024-03-24 20:30:05,429 - my_logger - INFO - 2024-03-25 09:15:02,000 - mmdet - INFO - Epoch [6][1350/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5065, loss_bbox: 0.5494, d0.loss_cls: 0.5815, d0.loss_bbox: 0.5425 d1.loss_cls: 0.3776, d1.loss_bbox: 0.3330 d2.loss_cls: 0.5324, d2.loss_bbox: 0.4450 d3.loss_cls: 0.3038, d3.loss_bbox: 0.4137 d4.loss_cls: 0.4155, d4.loss_bbox: 0.4065, loss: 4.3293, grad_norm: 54.4530
2024-03-24 20:30:05,430 - my_logger - INFO - 2024-03-25 09:17:02,000 - mmdet - INFO - Epoch [6][1400/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3722, loss_bbox: 0.3738, d0.loss_cls: 0.5813, d0.loss_bbox: 0.4598 d1.loss_cls: 0.5922, d1.loss_bbox: 0.3105 d2.loss_cls: 0.3519, d2.loss_bbox: 0.5651 d3.loss_cls: 0.3982, d3.loss_bbox: 0.5446 d4.loss_cls: 0.4329, d4.loss_bbox: 0.3461, loss: 4.2813, grad_norm: 55.9741
2024-03-24 20:30:05,430 - my_logger - INFO - 2024-03-25 09:19:02,000 - mmdet - INFO - Epoch [6][1450/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4640, loss_bbox: 0.5823, d0.loss_cls: 0.4546, d0.loss_bbox: 0.5314 d1.loss_cls: 0.4996, d1.loss_bbox: 0.5076 d2.loss_cls: 0.4919, d2.loss_bbox: 0.4822 d3.loss_cls: 0.4065, d3.loss_bbox: 0.5875 d4.loss_cls: 0.4597, d4.loss_bbox: 0.3463, loss: 4.0696, grad_norm: 59.6976
2024-03-24 20:30:05,430 - my_logger - INFO - 2024-03-25 09:21:02,000 - mmdet - INFO - Epoch [6][1500/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3110, loss_bbox: 0.5147, d0.loss_cls: 0.5390, d0.loss_bbox: 0.4070 d1.loss_cls: 0.3878, d1.loss_bbox: 0.4788 d2.loss_cls: 0.5612, d2.loss_bbox: 0.5572 d3.loss_cls: 0.4632, d3.loss_bbox: 0.5530 d4.loss_cls: 0.4838, d4.loss_bbox: 0.5018, loss: 4.5918, grad_norm: 53.6557
2024-03-24 20:30:05,431 - my_logger - INFO - 2024-03-25 09:23:02,000 - mmdet - INFO - Epoch [6][1550/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2792, loss_bbox: 0.3851, d0.loss_cls: 0.3340, d0.loss_bbox: 0.4955 d1.loss_cls: 0.5117, d1.loss_bbox: 0.3255 d2.loss_cls: 0.3163, d2.loss_bbox: 0.5655 d3.loss_cls: 0.5592, d3.loss_bbox: 0.5641 d4.loss_cls: 0.5481, d4.loss_bbox: 0.5775, loss: 3.8211, grad_norm: 59.9682
2024-03-24 20:30:05,431 - my_logger - INFO - 2024-03-25 09:25:02,000 - mmdet - INFO - Epoch [6][1600/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2914, loss_bbox: 0.3831, d0.loss_cls: 0.4598, d0.loss_bbox: 0.5065 d1.loss_cls: 0.3413, d1.loss_bbox: 0.3280 d2.loss_cls: 0.4707, d2.loss_bbox: 0.4142 d3.loss_cls: 0.4672, d3.loss_bbox: 0.5942 d4.loss_cls: 0.4227, d4.loss_bbox: 0.4431, loss: 4.8382, grad_norm: 54.3535
2024-03-24 20:30:05,432 - my_logger - INFO - 2024-03-25 09:27:02,000 - mmdet - INFO - Epoch [6][1650/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2764, loss_bbox: 0.4458, d0.loss_cls: 0.4667, d0.loss_bbox: 0.5246 d1.loss_cls: 0.5623, d1.loss_bbox: 0.3858 d2.loss_cls: 0.3214, d2.loss_bbox: 0.4899 d3.loss_cls: 0.3517, d3.loss_bbox: 0.4507 d4.loss_cls: 0.4298, d4.loss_bbox: 0.5095, loss: 3.5871, grad_norm: 58.7238
2024-03-24 20:30:05,432 - my_logger - INFO - 2024-03-25 09:29:02,000 - mmdet - INFO - Epoch [6][1700/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5898, loss_bbox: 0.3840, d0.loss_cls: 0.4653, d0.loss_bbox: 0.3666 d1.loss_cls: 0.3128, d1.loss_bbox: 0.3834 d2.loss_cls: 0.3661, d2.loss_bbox: 0.5411 d3.loss_cls: 0.3416, d3.loss_bbox: 0.4569 d4.loss_cls: 0.3770, d4.loss_bbox: 0.4716, loss: 4.8999, grad_norm: 54.0085
2024-03-24 20:30:05,432 - my_logger - INFO - 2024-03-25 09:31:02,000 - mmdet - INFO - Epoch [6][1750/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3856, loss_bbox: 0.3585, d0.loss_cls: 0.4850, d0.loss_bbox: 0.5393 d1.loss_cls: 0.3863, d1.loss_bbox: 0.5059 d2.loss_cls: 0.4218, d2.loss_bbox: 0.4912 d3.loss_cls: 0.3103, d3.loss_bbox: 0.5633 d4.loss_cls: 0.5160, d4.loss_bbox: 0.3350, loss: 4.5993, grad_norm: 53.6628
2024-03-24 20:30:05,433 - my_logger - INFO - 2024-03-25 09:33:02,000 - mmdet - INFO - Epoch [6][1800/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3870, loss_bbox: 0.4968, d0.loss_cls: 0.4876, d0.loss_bbox: 0.4620 d1.loss_cls: 0.4985, d1.loss_bbox: 0.3729 d2.loss_cls: 0.3630, d2.loss_bbox: 0.5898 d3.loss_cls: 0.4074, d3.loss_bbox: 0.5080 d4.loss_cls: 0.5840, d4.loss_bbox: 0.3108, loss: 4.6253, grad_norm: 56.2096
2024-03-24 20:30:05,433 - my_logger - INFO - 2024-03-25 09:35:02,000 - mmdet - INFO - Epoch [6][1850/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5686, loss_bbox: 0.5684, d0.loss_cls: 0.3695, d0.loss_bbox: 0.3129 d1.loss_cls: 0.4082, d1.loss_bbox: 0.4825 d2.loss_cls: 0.3503, d2.loss_bbox: 0.5729 d3.loss_cls: 0.4006, d3.loss_bbox: 0.3792 d4.loss_cls: 0.4330, d4.loss_bbox: 0.4005, loss: 3.8195, grad_norm: 53.1141
2024-03-24 20:30:05,434 - my_logger - INFO - 2024-03-25 09:37:02,000 - mmdet - INFO - Epoch [6][1900/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2950, loss_bbox: 0.3758, d0.loss_cls: 0.3907, d0.loss_bbox: 0.5231 d1.loss_cls: 0.3152, d1.loss_bbox: 0.3517 d2.loss_cls: 0.4532, d2.loss_bbox: 0.5188 d3.loss_cls: 0.3652, d3.loss_bbox: 0.4343 d4.loss_cls: 0.4827, d4.loss_bbox: 0.4941, loss: 4.8182, grad_norm: 59.7725
2024-03-24 20:30:05,434 - my_logger - INFO - 2024-03-25 09:39:02,000 - mmdet - INFO - Epoch [6][1950/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4966, loss_bbox: 0.3662, d0.loss_cls: 0.3821, d0.loss_bbox: 0.3512 d1.loss_cls: 0.3072, d1.loss_bbox: 0.3935 d2.loss_cls: 0.3066, d2.loss_bbox: 0.5588 d3.loss_cls: 0.4567, d3.loss_bbox: 0.5529 d4.loss_cls: 0.4711, d4.loss_bbox: 0.4094, loss: 4.2518, grad_norm: 58.8988
2024-03-24 20:30:05,434 - my_logger - INFO - 2024-03-25 09:41:02,000 - mmdet - INFO - Epoch [6][2000/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2769, loss_bbox: 0.4652, d0.loss_cls: 0.4795, d0.loss_bbox: 0.5125 d1.loss_cls: 0.4208, d1.loss_bbox: 0.4535 d2.loss_cls: 0.5570, d2.loss_bbox: 0.5530 d3.loss_cls: 0.5721, d3.loss_bbox: 0.5350 d4.loss_cls: 0.5070, d4.loss_bbox: 0.5882, loss: 3.5397, grad_norm: 58.3893
2024-03-24 20:30:05,435 - my_logger - INFO - 2024-03-25 09:43:02,000 - mmdet - INFO - Epoch [6][2050/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4722, loss_bbox: 0.4829, d0.loss_cls: 0.4560, d0.loss_bbox: 0.4361 d1.loss_cls: 0.5059, d1.loss_bbox: 0.4485 d2.loss_cls: 0.5264, d2.loss_bbox: 0.4359 d3.loss_cls: 0.5197, d3.loss_bbox: 0.5638 d4.loss_cls: 0.3623, d4.loss_bbox: 0.4806, loss: 3.6137, grad_norm: 57.8659
2024-03-24 20:30:05,435 - my_logger - INFO - 2024-03-25 09:45:02,000 - mmdet - INFO - Epoch [6][2100/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4144, loss_bbox: 0.5817, d0.loss_cls: 0.3299, d0.loss_bbox: 0.3760 d1.loss_cls: 0.4563, d1.loss_bbox: 0.4510 d2.loss_cls: 0.3305, d2.loss_bbox: 0.3238 d3.loss_cls: 0.3889, d3.loss_bbox: 0.3876 d4.loss_cls: 0.3816, d4.loss_bbox: 0.5095, loss: 3.8754, grad_norm: 57.5862
2024-03-24 20:30:05,436 - my_logger - INFO - 2024-03-25 09:47:02,000 - mmdet - INFO - Epoch [6][2150/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5486, loss_bbox: 0.4265, d0.loss_cls: 0.5113, d0.loss_bbox: 0.5627 d1.loss_cls: 0.4159, d1.loss_bbox: 0.3222 d2.loss_cls: 0.4842, d2.loss_bbox: 0.4153 d3.loss_cls: 0.5694, d3.loss_bbox: 0.3261 d4.loss_cls: 0.5902, d4.loss_bbox: 0.4015, loss: 3.7385, grad_norm: 58.4509
2024-03-24 20:30:05,436 - my_logger - INFO - 2024-03-25 09:49:02,000 - mmdet - INFO - Epoch [6][2200/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4362, loss_bbox: 0.5636, d0.loss_cls: 0.3905, d0.loss_bbox: 0.5926 d1.loss_cls: 0.5621, d1.loss_bbox: 0.4979 d2.loss_cls: 0.5982, d2.loss_bbox: 0.3124 d3.loss_cls: 0.5663, d3.loss_bbox: 0.5618 d4.loss_cls: 0.4992, d4.loss_bbox: 0.3887, loss: 4.6259, grad_norm: 56.4285
2024-03-24 20:30:05,436 - my_logger - INFO - 2024-03-25 09:51:02,000 - mmdet - INFO - Epoch [6][2250/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5862, loss_bbox: 0.5878, d0.loss_cls: 0.5684, d0.loss_bbox: 0.3313 d1.loss_cls: 0.3116, d1.loss_bbox: 0.3766 d2.loss_cls: 0.3275, d2.loss_bbox: 0.5156 d3.loss_cls: 0.5015, d3.loss_bbox: 0.4965 d4.loss_cls: 0.4290, d4.loss_bbox: 0.4176, loss: 3.6789, grad_norm: 55.4884
2024-03-24 20:30:05,437 - my_logger - INFO - 2024-03-25 09:53:02,000 - mmdet - INFO - Epoch [6][2300/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3182, loss_bbox: 0.4702, d0.loss_cls: 0.5405, d0.loss_bbox: 0.3242 d1.loss_cls: 0.4132, d1.loss_bbox: 0.4715 d2.loss_cls: 0.3163, d2.loss_bbox: 0.4961 d3.loss_cls: 0.5118, d3.loss_bbox: 0.5066 d4.loss_cls: 0.4801, d4.loss_bbox: 0.5047, loss: 4.8847, grad_norm: 51.7068
2024-03-24 20:30:05,437 - my_logger - INFO - 2024-03-25 09:55:02,000 - mmdet - INFO - Epoch [6][2350/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3316, loss_bbox: 0.5148, d0.loss_cls: 0.4112, d0.loss_bbox: 0.3908 d1.loss_cls: 0.4468, d1.loss_bbox: 0.3902 d2.loss_cls: 0.5040, d2.loss_bbox: 0.3763 d3.loss_cls: 0.4976, d3.loss_bbox: 0.4388 d4.loss_cls: 0.4407, d4.loss_bbox: 0.4320, loss: 4.9366, grad_norm: 56.2184
2024-03-24 20:30:05,438 - my_logger - INFO - 2024-03-25 09:57:02,000 - mmdet - INFO - Epoch [6][2400/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5670, loss_bbox: 0.4039, d0.loss_cls: 0.3537, d0.loss_bbox: 0.4201 d1.loss_cls: 0.3499, d1.loss_bbox: 0.4924 d2.loss_cls: 0.5796, d2.loss_bbox: 0.3354 d3.loss_cls: 0.5817, d3.loss_bbox: 0.3762 d4.loss_cls: 0.3100, d4.loss_bbox: 0.3620, loss: 3.5253, grad_norm: 58.3538
2024-03-24 20:30:05,448 - my_logger - INFO - 2024-03-25 09:59:02,000 - mmdet - INFO - Epoch [6][2450/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2845, loss_bbox: 0.4410, d0.loss_cls: 0.5791, d0.loss_bbox: 0.4459 d1.loss_cls: 0.4658, d1.loss_bbox: 0.3737 d2.loss_cls: 0.5739, d2.loss_bbox: 0.4908 d3.loss_cls: 0.4609, d3.loss_bbox: 0.5299 d4.loss_cls: 0.4008, d4.loss_bbox: 0.4147, loss: 4.8394, grad_norm: 54.7565
2024-03-24 20:30:05,450 - my_logger - INFO - 2024-03-25 10:01:02,000 - mmdet - INFO - Epoch [6][2500/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2852, loss_bbox: 0.4853, d0.loss_cls: 0.5805, d0.loss_bbox: 0.5191 d1.loss_cls: 0.4163, d1.loss_bbox: 0.3549 d2.loss_cls: 0.5929, d2.loss_bbox: 0.5649 d3.loss_cls: 0.4740, d3.loss_bbox: 0.5099 d4.loss_cls: 0.5064, d4.loss_bbox: 0.4631, loss: 3.9075, grad_norm: 53.1441
2024-03-24 20:30:05,450 - my_logger - INFO - 2024-03-25 10:03:02,000 - mmdet - INFO - Epoch [6][2550/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4652, loss_bbox: 0.3681, d0.loss_cls: 0.5989, d0.loss_bbox: 0.5027 d1.loss_cls: 0.5580, d1.loss_bbox: 0.3065 d2.loss_cls: 0.4959, d2.loss_bbox: 0.5644 d3.loss_cls: 0.4856, d3.loss_bbox: 0.5594 d4.loss_cls: 0.5192, d4.loss_bbox: 0.3940, loss: 3.9482, grad_norm: 57.5814
2024-03-24 20:30:05,451 - my_logger - INFO - 2024-03-25 10:05:02,000 - mmdet - INFO - Epoch [6][2600/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4342, loss_bbox: 0.3571, d0.loss_cls: 0.5574, d0.loss_bbox: 0.4902 d1.loss_cls: 0.3971, d1.loss_bbox: 0.5078 d2.loss_cls: 0.3774, d2.loss_bbox: 0.5431 d3.loss_cls: 0.5957, d3.loss_bbox: 0.5104 d4.loss_cls: 0.4551, d4.loss_bbox: 0.4524, loss: 4.4640, grad_norm: 55.6257
2024-03-24 20:30:05,451 - my_logger - INFO - 2024-03-25 10:07:02,000 - mmdet - INFO - Epoch [6][2650/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4021, loss_bbox: 0.5400, d0.loss_cls: 0.5305, d0.loss_bbox: 0.3819 d1.loss_cls: 0.5701, d1.loss_bbox: 0.5403 d2.loss_cls: 0.3453, d2.loss_bbox: 0.3531 d3.loss_cls: 0.4432, d3.loss_bbox: 0.3727 d4.loss_cls: 0.4476, d4.loss_bbox: 0.3757, loss: 4.6961, grad_norm: 50.7652
2024-03-24 20:30:05,452 - my_logger - INFO - 2024-03-25 10:09:02,000 - mmdet - INFO - Epoch [6][2700/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5503, loss_bbox: 0.3608, d0.loss_cls: 0.4041, d0.loss_bbox: 0.5335 d1.loss_cls: 0.3536, d1.loss_bbox: 0.4464 d2.loss_cls: 0.4375, d2.loss_bbox: 0.3760 d3.loss_cls: 0.3313, d3.loss_bbox: 0.5526 d4.loss_cls: 0.4674, d4.loss_bbox: 0.4082, loss: 3.6077, grad_norm: 56.3934
2024-03-24 20:30:05,453 - my_logger - INFO - 2024-03-25 10:11:02,000 - mmdet - INFO - Epoch [6][2750/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4672, loss_bbox: 0.3850, d0.loss_cls: 0.4139, d0.loss_bbox: 0.5915 d1.loss_cls: 0.5804, d1.loss_bbox: 0.5079 d2.loss_cls: 0.3913, d2.loss_bbox: 0.4996 d3.loss_cls: 0.3820, d3.loss_bbox: 0.3500 d4.loss_cls: 0.5114, d4.loss_bbox: 0.5202, loss: 4.2810, grad_norm: 58.3612
2024-03-24 20:30:05,453 - my_logger - INFO - 2024-03-25 10:13:02,000 - mmdet - INFO - Epoch [6][2800/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4892, loss_bbox: 0.4247, d0.loss_cls: 0.4063, d0.loss_bbox: 0.4584 d1.loss_cls: 0.3324, d1.loss_bbox: 0.5858 d2.loss_cls: 0.3068, d2.loss_bbox: 0.4860 d3.loss_cls: 0.4550, d3.loss_bbox: 0.3135 d4.loss_cls: 0.4487, d4.loss_bbox: 0.4775, loss: 4.9117, grad_norm: 52.8633
2024-03-24 20:30:05,453 - my_logger - INFO - 2024-03-25 10:15:02,000 - mmdet - INFO - Epoch [6][2850/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3047, loss_bbox: 0.4506, d0.loss_cls: 0.3382, d0.loss_bbox: 0.3273 d1.loss_cls: 0.3955, d1.loss_bbox: 0.3154 d2.loss_cls: 0.5401, d2.loss_bbox: 0.4588 d3.loss_cls: 0.5128, d3.loss_bbox: 0.5966 d4.loss_cls: 0.4165, d4.loss_bbox: 0.4581, loss: 3.5252, grad_norm: 50.1794
2024-03-24 20:30:05,454 - my_logger - INFO - 2024-03-25 10:17:02,000 - mmdet - INFO - Epoch [6][2900/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3389, loss_bbox: 0.5065, d0.loss_cls: 0.4260, d0.loss_bbox: 0.5451 d1.loss_cls: 0.4905, d1.loss_bbox: 0.5294 d2.loss_cls: 0.4789, d2.loss_bbox: 0.4577 d3.loss_cls: 0.3116, d3.loss_bbox: 0.5619 d4.loss_cls: 0.3308, d4.loss_bbox: 0.4027, loss: 4.0791, grad_norm: 58.3616
2024-03-24 20:30:05,454 - my_logger - INFO - 2024-03-25 10:19:02,000 - mmdet - INFO - Epoch [6][2950/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2606, loss_bbox: 0.3423, d0.loss_cls: 0.4062, d0.loss_bbox: 0.4502 d1.loss_cls: 0.3287, d1.loss_bbox: 0.4322 d2.loss_cls: 0.5648, d2.loss_bbox: 0.5347 d3.loss_cls: 0.4002, d3.loss_bbox: 0.5361 d4.loss_cls: 0.5225, d4.loss_bbox: 0.3958, loss: 4.7387, grad_norm: 51.1055
2024-03-24 20:30:05,455 - my_logger - INFO - 2024-03-25 10:21:02,000 - mmdet - INFO - Epoch [6][3000/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4298, loss_bbox: 0.3384, d0.loss_cls: 0.5044, d0.loss_bbox: 0.5186 d1.loss_cls: 0.3955, d1.loss_bbox: 0.4947 d2.loss_cls: 0.5798, d2.loss_bbox: 0.3421 d3.loss_cls: 0.5569, d3.loss_bbox: 0.5408 d4.loss_cls: 0.4486, d4.loss_bbox: 0.4516, loss: 3.8201, grad_norm: 59.0600
2024-03-24 20:30:05,455 - my_logger - INFO - 2024-03-25 10:23:02,000 - mmdet - INFO - Epoch [6][3050/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4145, loss_bbox: 0.4439, d0.loss_cls: 0.3731, d0.loss_bbox: 0.4049 d1.loss_cls: 0.3298, d1.loss_bbox: 0.3101 d2.loss_cls: 0.3514, d2.loss_bbox: 0.3709 d3.loss_cls: 0.3574, d3.loss_bbox: 0.3629 d4.loss_cls: 0.4133, d4.loss_bbox: 0.4812, loss: 4.5199, grad_norm: 54.1243
2024-03-24 20:30:05,455 - my_logger - INFO - 2024-03-25 10:25:02,000 - mmdet - INFO - Epoch [6][3100/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3900, loss_bbox: 0.3831, d0.loss_cls: 0.3886, d0.loss_bbox: 0.3531 d1.loss_cls: 0.5268, d1.loss_bbox: 0.5296 d2.loss_cls: 0.5963, d2.loss_bbox: 0.4856 d3.loss_cls: 0.3384, d3.loss_bbox: 0.3190 d4.loss_cls: 0.5487, d4.loss_bbox: 0.4958, loss: 4.7141, grad_norm: 54.0370
2024-03-24 20:30:05,456 - my_logger - INFO - 2024-03-25 10:27:02,000 - mmdet - INFO - Epoch [6][3150/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3584, loss_bbox: 0.5177, d0.loss_cls: 0.4726, d0.loss_bbox: 0.3446 d1.loss_cls: 0.3717, d1.loss_bbox: 0.5782 d2.loss_cls: 0.5639, d2.loss_bbox: 0.3258 d3.loss_cls: 0.5477, d3.loss_bbox: 0.5747 d4.loss_cls: 0.3786, d4.loss_bbox: 0.4381, loss: 3.6192, grad_norm: 59.7915
2024-03-24 20:30:05,456 - my_logger - INFO - 2024-03-25 10:29:02,000 - mmdet - INFO - Epoch [6][3200/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3407, loss_bbox: 0.3546, d0.loss_cls: 0.5336, d0.loss_bbox: 0.5717 d1.loss_cls: 0.5823, d1.loss_bbox: 0.5015 d2.loss_cls: 0.4109, d2.loss_bbox: 0.3591 d3.loss_cls: 0.4312, d3.loss_bbox: 0.5194 d4.loss_cls: 0.3753, d4.loss_bbox: 0.5102, loss: 4.6044, grad_norm: 50.8794
2024-03-24 20:30:05,457 - my_logger - INFO - 2024-03-25 10:31:02,000 - mmdet - INFO - Epoch [6][3250/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4802, loss_bbox: 0.5283, d0.loss_cls: 0.5954, d0.loss_bbox: 0.4905 d1.loss_cls: 0.3399, d1.loss_bbox: 0.4093 d2.loss_cls: 0.4738, d2.loss_bbox: 0.4464 d3.loss_cls: 0.3051, d3.loss_bbox: 0.3926 d4.loss_cls: 0.4041, d4.loss_bbox: 0.5142, loss: 4.1950, grad_norm: 51.5302
2024-03-24 20:30:05,457 - my_logger - INFO - 2024-03-25 10:33:02,000 - mmdet - INFO - Epoch [6][3300/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4047, loss_bbox: 0.3448, d0.loss_cls: 0.4037, d0.loss_bbox: 0.3420 d1.loss_cls: 0.3287, d1.loss_bbox: 0.5341 d2.loss_cls: 0.3694, d2.loss_bbox: 0.3863 d3.loss_cls: 0.4898, d3.loss_bbox: 0.3741 d4.loss_cls: 0.4923, d4.loss_bbox: 0.5488, loss: 4.8569, grad_norm: 59.4453
2024-03-24 20:30:05,457 - my_logger - INFO - 2024-03-25 10:35:02,000 - mmdet - INFO - Epoch [6][3350/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4884, loss_bbox: 0.5486, d0.loss_cls: 0.5025, d0.loss_bbox: 0.4095 d1.loss_cls: 0.3410, d1.loss_bbox: 0.5653 d2.loss_cls: 0.4569, d2.loss_bbox: 0.4406 d3.loss_cls: 0.4729, d3.loss_bbox: 0.3570 d4.loss_cls: 0.3809, d4.loss_bbox: 0.3199, loss: 4.9435, grad_norm: 55.8687
2024-03-24 20:30:05,458 - my_logger - INFO - 2024-03-25 10:37:02,000 - mmdet - INFO - Epoch [6][3400/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4139, loss_bbox: 0.4924, d0.loss_cls: 0.5020, d0.loss_bbox: 0.4875 d1.loss_cls: 0.5207, d1.loss_bbox: 0.5116 d2.loss_cls: 0.3513, d2.loss_bbox: 0.4503 d3.loss_cls: 0.3748, d3.loss_bbox: 0.4723 d4.loss_cls: 0.5048, d4.loss_bbox: 0.5324, loss: 3.8388, grad_norm: 56.7302
2024-03-24 20:30:05,458 - my_logger - INFO - 2024-03-25 10:39:02,000 - mmdet - INFO - Epoch [6][3450/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3313, loss_bbox: 0.5314, d0.loss_cls: 0.5275, d0.loss_bbox: 0.5828 d1.loss_cls: 0.3286, d1.loss_bbox: 0.4179 d2.loss_cls: 0.4809, d2.loss_bbox: 0.5493 d3.loss_cls: 0.3369, d3.loss_bbox: 0.3404 d4.loss_cls: 0.4077, d4.loss_bbox: 0.4143, loss: 4.3620, grad_norm: 54.0398
2024-03-24 20:30:05,459 - my_logger - INFO - 2024-03-25 10:41:02,000 - mmdet - INFO - Epoch [6][3500/3517][Batch size: 50]	lr: 4.338e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2976, loss_bbox: 0.4067, d0.loss_cls: 0.5930, d0.loss_bbox: 0.4114 d1.loss_cls: 0.3880, d1.loss_bbox: 0.5632 d2.loss_cls: 0.3808, d2.loss_bbox: 0.4488 d3.loss_cls: 0.5121, d3.loss_bbox: 0.5114 d4.loss_cls: 0.5498, d4.loss_bbox: 0.4803, loss: 4.4885, grad_norm: 57.5752
2024-03-24 20:30:05,459 - my_logger - INFO - 2024-03-25 10:43:02,000 - mmdet - INFO - Epoch [7][0/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3600, loss_bbox: 0.4471, d0.loss_cls: 0.3135, d0.loss_bbox: 0.4777 d1.loss_cls: 0.5874, d1.loss_bbox: 0.3687 d2.loss_cls: 0.3240, d2.loss_bbox: 0.4693 d3.loss_cls: 0.3309, d3.loss_bbox: 0.4430 d4.loss_cls: 0.5353, d4.loss_bbox: 0.5195, loss: 4.7223, grad_norm: 58.0146
2024-03-24 20:30:05,459 - my_logger - INFO - 2024-03-25 10:45:02,000 - mmdet - INFO - Epoch [7][50/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5631, loss_bbox: 0.3076, d0.loss_cls: 0.5449, d0.loss_bbox: 0.3807 d1.loss_cls: 0.3871, d1.loss_bbox: 0.3300 d2.loss_cls: 0.5786, d2.loss_bbox: 0.5502 d3.loss_cls: 0.4812, d3.loss_bbox: 0.3718 d4.loss_cls: 0.3279, d4.loss_bbox: 0.4607, loss: 3.9825, grad_norm: 58.8202
2024-03-24 20:30:05,460 - my_logger - INFO - 2024-03-25 10:47:02,000 - mmdet - INFO - Epoch [7][100/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3733, loss_bbox: 0.4369, d0.loss_cls: 0.5669, d0.loss_bbox: 0.5403 d1.loss_cls: 0.5172, d1.loss_bbox: 0.3853 d2.loss_cls: 0.4986, d2.loss_bbox: 0.5428 d3.loss_cls: 0.3862, d3.loss_bbox: 0.5933 d4.loss_cls: 0.3314, d4.loss_bbox: 0.4744, loss: 4.2658, grad_norm: 59.6798
2024-03-24 20:30:05,460 - my_logger - INFO - 2024-03-25 10:49:02,000 - mmdet - INFO - Epoch [7][150/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3534, loss_bbox: 0.5257, d0.loss_cls: 0.4278, d0.loss_bbox: 0.5374 d1.loss_cls: 0.4652, d1.loss_bbox: 0.3276 d2.loss_cls: 0.5849, d2.loss_bbox: 0.4082 d3.loss_cls: 0.5015, d3.loss_bbox: 0.4130 d4.loss_cls: 0.3838, d4.loss_bbox: 0.3487, loss: 3.5033, grad_norm: 51.1339
2024-03-24 20:30:05,461 - my_logger - INFO - 2024-03-25 10:51:02,000 - mmdet - INFO - Epoch [7][200/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4948, loss_bbox: 0.4010, d0.loss_cls: 0.4435, d0.loss_bbox: 0.3568 d1.loss_cls: 0.5515, d1.loss_bbox: 0.5356 d2.loss_cls: 0.5831, d2.loss_bbox: 0.3963 d3.loss_cls: 0.4660, d3.loss_bbox: 0.5339 d4.loss_cls: 0.5783, d4.loss_bbox: 0.5014, loss: 3.9128, grad_norm: 57.6996
2024-03-24 20:30:05,461 - my_logger - INFO - 2024-03-25 10:53:02,000 - mmdet - INFO - Epoch [7][250/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3306, loss_bbox: 0.3605, d0.loss_cls: 0.4371, d0.loss_bbox: 0.4129 d1.loss_cls: 0.3682, d1.loss_bbox: 0.5148 d2.loss_cls: 0.4009, d2.loss_bbox: 0.5761 d3.loss_cls: 0.4379, d3.loss_bbox: 0.4057 d4.loss_cls: 0.5537, d4.loss_bbox: 0.4084, loss: 4.7659, grad_norm: 52.0263
2024-03-24 20:30:05,462 - my_logger - INFO - 2024-03-25 10:55:02,000 - mmdet - INFO - Epoch [7][300/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3283, loss_bbox: 0.3802, d0.loss_cls: 0.4954, d0.loss_bbox: 0.5314 d1.loss_cls: 0.3642, d1.loss_bbox: 0.3410 d2.loss_cls: 0.5647, d2.loss_bbox: 0.4342 d3.loss_cls: 0.5878, d3.loss_bbox: 0.3312 d4.loss_cls: 0.4269, d4.loss_bbox: 0.3352, loss: 3.7219, grad_norm: 55.2544
2024-03-24 20:30:05,462 - my_logger - INFO - 2024-03-25 10:57:02,000 - mmdet - INFO - Epoch [7][350/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3795, loss_bbox: 0.5649, d0.loss_cls: 0.3589, d0.loss_bbox: 0.3088 d1.loss_cls: 0.4409, d1.loss_bbox: 0.5287 d2.loss_cls: 0.5510, d2.loss_bbox: 0.3861 d3.loss_cls: 0.5499, d3.loss_bbox: 0.4357 d4.loss_cls: 0.3150, d4.loss_bbox: 0.3614, loss: 4.3785, grad_norm: 55.0228
2024-03-24 20:30:05,463 - my_logger - INFO - 2024-03-25 10:59:02,000 - mmdet - INFO - Epoch [7][400/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4768, loss_bbox: 0.5959, d0.loss_cls: 0.5106, d0.loss_bbox: 0.3239 d1.loss_cls: 0.5945, d1.loss_bbox: 0.4982 d2.loss_cls: 0.4302, d2.loss_bbox: 0.4542 d3.loss_cls: 0.4301, d3.loss_bbox: 0.3053 d4.loss_cls: 0.5943, d4.loss_bbox: 0.3902, loss: 3.9284, grad_norm: 52.6680
2024-03-24 20:30:05,463 - my_logger - INFO - 2024-03-25 11:01:02,000 - mmdet - INFO - Epoch [7][450/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3548, loss_bbox: 0.5059, d0.loss_cls: 0.4897, d0.loss_bbox: 0.3108 d1.loss_cls: 0.5949, d1.loss_bbox: 0.4156 d2.loss_cls: 0.4750, d2.loss_bbox: 0.3294 d3.loss_cls: 0.4685, d3.loss_bbox: 0.3885 d4.loss_cls: 0.5956, d4.loss_bbox: 0.4427, loss: 4.8369, grad_norm: 59.6419
2024-03-24 20:30:05,463 - my_logger - INFO - 2024-03-25 11:03:02,000 - mmdet - INFO - Epoch [7][500/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3127, loss_bbox: 0.5008, d0.loss_cls: 0.4901, d0.loss_bbox: 0.3291 d1.loss_cls: 0.3692, d1.loss_bbox: 0.3957 d2.loss_cls: 0.5045, d2.loss_bbox: 0.5546 d3.loss_cls: 0.3871, d3.loss_bbox: 0.3819 d4.loss_cls: 0.5780, d4.loss_bbox: 0.3049, loss: 4.7233, grad_norm: 54.6854
2024-03-24 20:30:05,464 - my_logger - INFO - 2024-03-25 11:05:02,000 - mmdet - INFO - Epoch [7][550/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4007, loss_bbox: 0.5646, d0.loss_cls: 0.3321, d0.loss_bbox: 0.4796 d1.loss_cls: 0.4738, d1.loss_bbox: 0.3068 d2.loss_cls: 0.4400, d2.loss_bbox: 0.4102 d3.loss_cls: 0.3924, d3.loss_bbox: 0.3644 d4.loss_cls: 0.3145, d4.loss_bbox: 0.3152, loss: 3.7123, grad_norm: 54.1350
2024-03-24 20:30:05,464 - my_logger - INFO - 2024-03-25 11:07:02,000 - mmdet - INFO - Epoch [7][600/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4658, loss_bbox: 0.4252, d0.loss_cls: 0.4002, d0.loss_bbox: 0.4040 d1.loss_cls: 0.5402, d1.loss_bbox: 0.4090 d2.loss_cls: 0.5869, d2.loss_bbox: 0.5034 d3.loss_cls: 0.3802, d3.loss_bbox: 0.4737 d4.loss_cls: 0.5972, d4.loss_bbox: 0.4335, loss: 4.8603, grad_norm: 57.0652
2024-03-24 20:30:05,465 - my_logger - INFO - 2024-03-25 11:09:02,000 - mmdet - INFO - Epoch [7][650/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5136, loss_bbox: 0.4902, d0.loss_cls: 0.3220, d0.loss_bbox: 0.4796 d1.loss_cls: 0.4918, d1.loss_bbox: 0.5898 d2.loss_cls: 0.4143, d2.loss_bbox: 0.3249 d3.loss_cls: 0.5641, d3.loss_bbox: 0.4787 d4.loss_cls: 0.4947, d4.loss_bbox: 0.5696, loss: 3.9687, grad_norm: 52.8793
2024-03-24 20:30:05,465 - my_logger - INFO - 2024-03-25 11:11:02,000 - mmdet - INFO - Epoch [7][700/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2622, loss_bbox: 0.5799, d0.loss_cls: 0.3779, d0.loss_bbox: 0.3427 d1.loss_cls: 0.3957, d1.loss_bbox: 0.3349 d2.loss_cls: 0.4894, d2.loss_bbox: 0.4569 d3.loss_cls: 0.5916, d3.loss_bbox: 0.4535 d4.loss_cls: 0.3931, d4.loss_bbox: 0.4441, loss: 3.6844, grad_norm: 51.4397
2024-03-24 20:30:05,465 - my_logger - INFO - 2024-03-25 11:13:02,000 - mmdet - INFO - Epoch [7][750/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5227, loss_bbox: 0.3552, d0.loss_cls: 0.4127, d0.loss_bbox: 0.5529 d1.loss_cls: 0.5563, d1.loss_bbox: 0.3233 d2.loss_cls: 0.4524, d2.loss_bbox: 0.5603 d3.loss_cls: 0.3914, d3.loss_bbox: 0.5603 d4.loss_cls: 0.5365, d4.loss_bbox: 0.3943, loss: 4.8818, grad_norm: 57.1627
2024-03-24 20:30:05,466 - my_logger - INFO - 2024-03-25 11:15:02,000 - mmdet - INFO - Epoch [7][800/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4565, loss_bbox: 0.5718, d0.loss_cls: 0.3135, d0.loss_bbox: 0.3476 d1.loss_cls: 0.5395, d1.loss_bbox: 0.4945 d2.loss_cls: 0.5407, d2.loss_bbox: 0.5940 d3.loss_cls: 0.4727, d3.loss_bbox: 0.3969 d4.loss_cls: 0.3321, d4.loss_bbox: 0.4085, loss: 3.5053, grad_norm: 56.5691
2024-03-24 20:30:05,466 - my_logger - INFO - 2024-03-25 11:17:02,000 - mmdet - INFO - Epoch [7][850/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3502, loss_bbox: 0.4823, d0.loss_cls: 0.5683, d0.loss_bbox: 0.5769 d1.loss_cls: 0.3117, d1.loss_bbox: 0.4286 d2.loss_cls: 0.3316, d2.loss_bbox: 0.3967 d3.loss_cls: 0.4860, d3.loss_bbox: 0.4097 d4.loss_cls: 0.4619, d4.loss_bbox: 0.4980, loss: 4.5103, grad_norm: 55.6678
2024-03-24 20:30:05,466 - my_logger - INFO - 2024-03-25 11:19:02,000 - mmdet - INFO - Epoch [7][900/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4802, loss_bbox: 0.5173, d0.loss_cls: 0.3350, d0.loss_bbox: 0.5107 d1.loss_cls: 0.3146, d1.loss_bbox: 0.4687 d2.loss_cls: 0.5175, d2.loss_bbox: 0.3476 d3.loss_cls: 0.4320, d3.loss_bbox: 0.5349 d4.loss_cls: 0.3440, d4.loss_bbox: 0.5993, loss: 4.4277, grad_norm: 58.4547
2024-03-24 20:30:05,467 - my_logger - INFO - 2024-03-25 11:21:02,000 - mmdet - INFO - Epoch [7][950/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3653, loss_bbox: 0.4485, d0.loss_cls: 0.5858, d0.loss_bbox: 0.3990 d1.loss_cls: 0.5458, d1.loss_bbox: 0.3624 d2.loss_cls: 0.4859, d2.loss_bbox: 0.5007 d3.loss_cls: 0.3917, d3.loss_bbox: 0.4934 d4.loss_cls: 0.5574, d4.loss_bbox: 0.3773, loss: 4.8894, grad_norm: 54.8732
2024-03-24 20:30:05,467 - my_logger - INFO - 2024-03-25 11:23:02,000 - mmdet - INFO - Epoch [7][1000/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3681, loss_bbox: 0.3250, d0.loss_cls: 0.3671, d0.loss_bbox: 0.3186 d1.loss_cls: 0.5454, d1.loss_bbox: 0.5521 d2.loss_cls: 0.4100, d2.loss_bbox: 0.5207 d3.loss_cls: 0.5229, d3.loss_bbox: 0.4106 d4.loss_cls: 0.5609, d4.loss_bbox: 0.3999, loss: 3.6126, grad_norm: 56.9328
2024-03-24 20:30:05,468 - my_logger - INFO - 2024-03-25 11:25:02,000 - mmdet - INFO - Epoch [7][1050/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4627, loss_bbox: 0.4887, d0.loss_cls: 0.4193, d0.loss_bbox: 0.4554 d1.loss_cls: 0.3888, d1.loss_bbox: 0.3315 d2.loss_cls: 0.4818, d2.loss_bbox: 0.3117 d3.loss_cls: 0.5265, d3.loss_bbox: 0.4222 d4.loss_cls: 0.3450, d4.loss_bbox: 0.3542, loss: 3.7977, grad_norm: 52.8961
2024-03-24 20:30:05,468 - my_logger - INFO - 2024-03-25 11:27:02,000 - mmdet - INFO - Epoch [7][1100/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3944, loss_bbox: 0.5680, d0.loss_cls: 0.4604, d0.loss_bbox: 0.4338 d1.loss_cls: 0.5892, d1.loss_bbox: 0.5890 d2.loss_cls: 0.4271, d2.loss_bbox: 0.3165 d3.loss_cls: 0.5887, d3.loss_bbox: 0.4769 d4.loss_cls: 0.5605, d4.loss_bbox: 0.5146, loss: 4.9398, grad_norm: 58.5735
2024-03-24 20:30:05,468 - my_logger - INFO - 2024-03-25 11:29:02,000 - mmdet - INFO - Epoch [7][1150/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5332, loss_bbox: 0.5440, d0.loss_cls: 0.3466, d0.loss_bbox: 0.5854 d1.loss_cls: 0.5471, d1.loss_bbox: 0.5429 d2.loss_cls: 0.4835, d2.loss_bbox: 0.4435 d3.loss_cls: 0.4324, d3.loss_bbox: 0.3821 d4.loss_cls: 0.5671, d4.loss_bbox: 0.4678, loss: 4.3277, grad_norm: 51.1666
2024-03-24 20:30:05,469 - my_logger - INFO - 2024-03-25 11:31:02,000 - mmdet - INFO - Epoch [7][1200/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4730, loss_bbox: 0.4577, d0.loss_cls: 0.3259, d0.loss_bbox: 0.5974 d1.loss_cls: 0.5344, d1.loss_bbox: 0.5826 d2.loss_cls: 0.5075, d2.loss_bbox: 0.3739 d3.loss_cls: 0.3408, d3.loss_bbox: 0.5528 d4.loss_cls: 0.3260, d4.loss_bbox: 0.5576, loss: 4.7401, grad_norm: 58.4481
2024-03-24 20:30:05,475 - my_logger - INFO - 2024-03-25 11:33:02,000 - mmdet - INFO - Epoch [7][1250/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3054, loss_bbox: 0.5410, d0.loss_cls: 0.4720, d0.loss_bbox: 0.5070 d1.loss_cls: 0.3290, d1.loss_bbox: 0.5985 d2.loss_cls: 0.5007, d2.loss_bbox: 0.5437 d3.loss_cls: 0.5517, d3.loss_bbox: 0.4207 d4.loss_cls: 0.5575, d4.loss_bbox: 0.5298, loss: 3.9485, grad_norm: 50.4421
2024-03-24 20:30:05,475 - my_logger - INFO - 2024-03-25 11:35:02,000 - mmdet - INFO - Epoch [7][1300/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3110, loss_bbox: 0.4493, d0.loss_cls: 0.4569, d0.loss_bbox: 0.4307 d1.loss_cls: 0.4498, d1.loss_bbox: 0.3120 d2.loss_cls: 0.5013, d2.loss_bbox: 0.5335 d3.loss_cls: 0.4876, d3.loss_bbox: 0.3109 d4.loss_cls: 0.4914, d4.loss_bbox: 0.3644, loss: 3.7956, grad_norm: 57.0561
2024-03-24 20:30:05,475 - my_logger - INFO - 2024-03-25 11:37:02,000 - mmdet - INFO - Epoch [7][1350/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3780, loss_bbox: 0.5868, d0.loss_cls: 0.5946, d0.loss_bbox: 0.3345 d1.loss_cls: 0.4461, d1.loss_bbox: 0.5025 d2.loss_cls: 0.3932, d2.loss_bbox: 0.4088 d3.loss_cls: 0.4160, d3.loss_bbox: 0.4229 d4.loss_cls: 0.5858, d4.loss_bbox: 0.3708, loss: 4.5252, grad_norm: 54.2804
2024-03-24 20:30:05,476 - my_logger - INFO - 2024-03-25 11:39:02,000 - mmdet - INFO - Epoch [7][1400/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4454, loss_bbox: 0.3683, d0.loss_cls: 0.3206, d0.loss_bbox: 0.3883 d1.loss_cls: 0.3961, d1.loss_bbox: 0.4045 d2.loss_cls: 0.5041, d2.loss_bbox: 0.4030 d3.loss_cls: 0.4320, d3.loss_bbox: 0.4679 d4.loss_cls: 0.3081, d4.loss_bbox: 0.4120, loss: 3.9402, grad_norm: 51.7453
2024-03-24 20:30:05,476 - my_logger - INFO - 2024-03-25 11:41:02,000 - mmdet - INFO - Epoch [7][1450/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4050, loss_bbox: 0.3714, d0.loss_cls: 0.4071, d0.loss_bbox: 0.3613 d1.loss_cls: 0.4244, d1.loss_bbox: 0.3440 d2.loss_cls: 0.4315, d2.loss_bbox: 0.5153 d3.loss_cls: 0.4872, d3.loss_bbox: 0.5541 d4.loss_cls: 0.4365, d4.loss_bbox: 0.3109, loss: 3.9717, grad_norm: 54.6647
2024-03-24 20:30:05,477 - my_logger - INFO - 2024-03-25 11:43:02,000 - mmdet - INFO - Epoch [7][1500/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4885, loss_bbox: 0.4771, d0.loss_cls: 0.5246, d0.loss_bbox: 0.3357 d1.loss_cls: 0.3024, d1.loss_bbox: 0.5462 d2.loss_cls: 0.4125, d2.loss_bbox: 0.4152 d3.loss_cls: 0.3609, d3.loss_bbox: 0.4754 d4.loss_cls: 0.3388, d4.loss_bbox: 0.4982, loss: 4.8140, grad_norm: 50.0160
2024-03-24 20:30:05,477 - my_logger - INFO - 2024-03-25 11:45:02,000 - mmdet - INFO - Epoch [7][1550/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2740, loss_bbox: 0.3338, d0.loss_cls: 0.5457, d0.loss_bbox: 0.3266 d1.loss_cls: 0.4683, d1.loss_bbox: 0.4239 d2.loss_cls: 0.4647, d2.loss_bbox: 0.3983 d3.loss_cls: 0.3344, d3.loss_bbox: 0.3653 d4.loss_cls: 0.3801, d4.loss_bbox: 0.5487, loss: 4.8586, grad_norm: 54.3897
2024-03-24 20:30:05,477 - my_logger - INFO - 2024-03-25 11:47:02,000 - mmdet - INFO - Epoch [7][1600/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4239, loss_bbox: 0.4506, d0.loss_cls: 0.5348, d0.loss_bbox: 0.4210 d1.loss_cls: 0.5736, d1.loss_bbox: 0.3300 d2.loss_cls: 0.5033, d2.loss_bbox: 0.4875 d3.loss_cls: 0.4101, d3.loss_bbox: 0.5784 d4.loss_cls: 0.3748, d4.loss_bbox: 0.5361, loss: 4.8632, grad_norm: 51.0992
2024-03-24 20:30:05,478 - my_logger - INFO - 2024-03-25 11:49:02,000 - mmdet - INFO - Epoch [7][1650/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5527, loss_bbox: 0.4381, d0.loss_cls: 0.4532, d0.loss_bbox: 0.3146 d1.loss_cls: 0.4250, d1.loss_bbox: 0.4777 d2.loss_cls: 0.3696, d2.loss_bbox: 0.5206 d3.loss_cls: 0.5681, d3.loss_bbox: 0.4103 d4.loss_cls: 0.5327, d4.loss_bbox: 0.5539, loss: 4.9206, grad_norm: 54.5867
2024-03-24 20:30:05,478 - my_logger - INFO - 2024-03-25 11:51:02,000 - mmdet - INFO - Epoch [7][1700/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4500, loss_bbox: 0.4671, d0.loss_cls: 0.3924, d0.loss_bbox: 0.5341 d1.loss_cls: 0.3661, d1.loss_bbox: 0.3727 d2.loss_cls: 0.5058, d2.loss_bbox: 0.5665 d3.loss_cls: 0.5390, d3.loss_bbox: 0.3358 d4.loss_cls: 0.4886, d4.loss_bbox: 0.3438, loss: 4.7297, grad_norm: 56.0179
2024-03-24 20:30:05,479 - my_logger - INFO - 2024-03-25 11:53:02,000 - mmdet - INFO - Epoch [7][1750/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5489, loss_bbox: 0.4703, d0.loss_cls: 0.5793, d0.loss_bbox: 0.4257 d1.loss_cls: 0.4458, d1.loss_bbox: 0.3998 d2.loss_cls: 0.5104, d2.loss_bbox: 0.3606 d3.loss_cls: 0.4115, d3.loss_bbox: 0.4807 d4.loss_cls: 0.3983, d4.loss_bbox: 0.5043, loss: 3.5509, grad_norm: 58.7601
2024-03-24 20:30:05,479 - my_logger - INFO - 2024-03-25 11:55:02,000 - mmdet - INFO - Epoch [7][1800/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5331, loss_bbox: 0.3941, d0.loss_cls: 0.4524, d0.loss_bbox: 0.3063 d1.loss_cls: 0.4104, d1.loss_bbox: 0.5377 d2.loss_cls: 0.3047, d2.loss_bbox: 0.5387 d3.loss_cls: 0.5782, d3.loss_bbox: 0.3615 d4.loss_cls: 0.4960, d4.loss_bbox: 0.3056, loss: 3.8254, grad_norm: 51.6312
2024-03-24 20:30:05,479 - my_logger - INFO - 2024-03-25 11:57:02,000 - mmdet - INFO - Epoch [7][1850/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4398, loss_bbox: 0.4431, d0.loss_cls: 0.5034, d0.loss_bbox: 0.5666 d1.loss_cls: 0.4831, d1.loss_bbox: 0.5539 d2.loss_cls: 0.3392, d2.loss_bbox: 0.5687 d3.loss_cls: 0.4829, d3.loss_bbox: 0.4510 d4.loss_cls: 0.4399, d4.loss_bbox: 0.4271, loss: 4.0761, grad_norm: 59.3559
2024-03-24 20:30:05,480 - my_logger - INFO - 2024-03-25 11:59:02,000 - mmdet - INFO - Epoch [7][1900/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4296, loss_bbox: 0.4173, d0.loss_cls: 0.3635, d0.loss_bbox: 0.3324 d1.loss_cls: 0.4312, d1.loss_bbox: 0.5612 d2.loss_cls: 0.4179, d2.loss_bbox: 0.5906 d3.loss_cls: 0.5852, d3.loss_bbox: 0.5663 d4.loss_cls: 0.3230, d4.loss_bbox: 0.5814, loss: 4.4901, grad_norm: 53.3973
2024-03-24 20:30:05,480 - my_logger - INFO - 2024-03-25 12:01:02,000 - mmdet - INFO - Epoch [7][1950/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2860, loss_bbox: 0.3122, d0.loss_cls: 0.4449, d0.loss_bbox: 0.3120 d1.loss_cls: 0.5786, d1.loss_bbox: 0.4997 d2.loss_cls: 0.4216, d2.loss_bbox: 0.3144 d3.loss_cls: 0.5287, d3.loss_bbox: 0.3077 d4.loss_cls: 0.4728, d4.loss_bbox: 0.5072, loss: 3.5004, grad_norm: 56.7824
2024-03-24 20:30:05,481 - my_logger - INFO - 2024-03-25 12:03:02,000 - mmdet - INFO - Epoch [7][2000/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2776, loss_bbox: 0.5557, d0.loss_cls: 0.5289, d0.loss_bbox: 0.5303 d1.loss_cls: 0.3073, d1.loss_bbox: 0.4082 d2.loss_cls: 0.5591, d2.loss_bbox: 0.4812 d3.loss_cls: 0.4422, d3.loss_bbox: 0.3629 d4.loss_cls: 0.4108, d4.loss_bbox: 0.4815, loss: 3.6159, grad_norm: 58.9175
2024-03-24 20:30:05,481 - my_logger - INFO - 2024-03-25 12:05:02,000 - mmdet - INFO - Epoch [7][2050/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3665, loss_bbox: 0.3661, d0.loss_cls: 0.3630, d0.loss_bbox: 0.5990 d1.loss_cls: 0.5303, d1.loss_bbox: 0.4835 d2.loss_cls: 0.5655, d2.loss_bbox: 0.5399 d3.loss_cls: 0.5167, d3.loss_bbox: 0.3157 d4.loss_cls: 0.3985, d4.loss_bbox: 0.4029, loss: 4.0380, grad_norm: 50.6455
2024-03-24 20:30:05,481 - my_logger - INFO - 2024-03-25 12:07:02,000 - mmdet - INFO - Epoch [7][2100/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4248, loss_bbox: 0.3589, d0.loss_cls: 0.3868, d0.loss_bbox: 0.4354 d1.loss_cls: 0.5419, d1.loss_bbox: 0.3587 d2.loss_cls: 0.4033, d2.loss_bbox: 0.3899 d3.loss_cls: 0.3297, d3.loss_bbox: 0.3006 d4.loss_cls: 0.3600, d4.loss_bbox: 0.5558, loss: 4.7552, grad_norm: 59.7624
2024-03-24 20:30:05,482 - my_logger - INFO - 2024-03-25 12:09:02,000 - mmdet - INFO - Epoch [7][2150/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3074, loss_bbox: 0.5493, d0.loss_cls: 0.4162, d0.loss_bbox: 0.4061 d1.loss_cls: 0.3108, d1.loss_bbox: 0.3969 d2.loss_cls: 0.3017, d2.loss_bbox: 0.4546 d3.loss_cls: 0.5490, d3.loss_bbox: 0.4802 d4.loss_cls: 0.3476, d4.loss_bbox: 0.3365, loss: 4.4340, grad_norm: 52.4168
2024-03-24 20:30:05,482 - my_logger - INFO - 2024-03-25 12:11:02,000 - mmdet - INFO - Epoch [7][2200/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3632, loss_bbox: 0.5551, d0.loss_cls: 0.3783, d0.loss_bbox: 0.3224 d1.loss_cls: 0.5553, d1.loss_bbox: 0.3277 d2.loss_cls: 0.3787, d2.loss_bbox: 0.3055 d3.loss_cls: 0.5401, d3.loss_bbox: 0.4090 d4.loss_cls: 0.3320, d4.loss_bbox: 0.3266, loss: 3.9477, grad_norm: 54.9911
2024-03-24 20:30:05,483 - my_logger - INFO - 2024-03-25 12:13:02,000 - mmdet - INFO - Epoch [7][2250/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5671, loss_bbox: 0.5829, d0.loss_cls: 0.5215, d0.loss_bbox: 0.3356 d1.loss_cls: 0.4177, d1.loss_bbox: 0.5413 d2.loss_cls: 0.4401, d2.loss_bbox: 0.4579 d3.loss_cls: 0.4792, d3.loss_bbox: 0.5962 d4.loss_cls: 0.3719, d4.loss_bbox: 0.3879, loss: 4.1483, grad_norm: 50.2582
2024-03-24 20:30:05,483 - my_logger - INFO - 2024-03-25 12:15:02,000 - mmdet - INFO - Epoch [7][2300/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.5709, d0.loss_cls: 0.3111, d0.loss_bbox: 0.5801 d1.loss_cls: 0.5156, d1.loss_bbox: 0.3332 d2.loss_cls: 0.4422, d2.loss_bbox: 0.4200 d3.loss_cls: 0.3284, d3.loss_bbox: 0.3721 d4.loss_cls: 0.3241, d4.loss_bbox: 0.5500, loss: 4.8236, grad_norm: 59.3732
2024-03-24 20:30:05,483 - my_logger - INFO - 2024-03-25 12:17:02,000 - mmdet - INFO - Epoch [7][2350/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.5805, d0.loss_cls: 0.5405, d0.loss_bbox: 0.5142 d1.loss_cls: 0.5487, d1.loss_bbox: 0.5399 d2.loss_cls: 0.5489, d2.loss_bbox: 0.5582 d3.loss_cls: 0.4884, d3.loss_bbox: 0.3425 d4.loss_cls: 0.3910, d4.loss_bbox: 0.4210, loss: 4.4021, grad_norm: 58.3485
2024-03-24 20:30:05,484 - my_logger - INFO - 2024-03-25 12:19:02,000 - mmdet - INFO - Epoch [7][2400/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5053, loss_bbox: 0.5314, d0.loss_cls: 0.5141, d0.loss_bbox: 0.3204 d1.loss_cls: 0.3893, d1.loss_bbox: 0.3724 d2.loss_cls: 0.3058, d2.loss_bbox: 0.5566 d3.loss_cls: 0.4786, d3.loss_bbox: 0.3023 d4.loss_cls: 0.4672, d4.loss_bbox: 0.4895, loss: 4.2030, grad_norm: 56.5129
2024-03-24 20:30:05,484 - my_logger - INFO - 2024-03-25 12:21:02,000 - mmdet - INFO - Epoch [7][2450/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4357, loss_bbox: 0.4456, d0.loss_cls: 0.4592, d0.loss_bbox: 0.5925 d1.loss_cls: 0.4764, d1.loss_bbox: 0.5831 d2.loss_cls: 0.5195, d2.loss_bbox: 0.5250 d3.loss_cls: 0.5385, d3.loss_bbox: 0.5220 d4.loss_cls: 0.5471, d4.loss_bbox: 0.4748, loss: 3.9996, grad_norm: 53.8886
2024-03-24 20:30:05,484 - my_logger - INFO - 2024-03-25 12:23:02,000 - mmdet - INFO - Epoch [7][2500/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4177, loss_bbox: 0.3311, d0.loss_cls: 0.5482, d0.loss_bbox: 0.3337 d1.loss_cls: 0.5277, d1.loss_bbox: 0.3668 d2.loss_cls: 0.5771, d2.loss_bbox: 0.3811 d3.loss_cls: 0.4780, d3.loss_bbox: 0.5380 d4.loss_cls: 0.5954, d4.loss_bbox: 0.4455, loss: 3.5337, grad_norm: 53.1027
2024-03-24 20:30:05,485 - my_logger - INFO - 2024-03-25 12:25:02,000 - mmdet - INFO - Epoch [7][2550/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3892, loss_bbox: 0.4619, d0.loss_cls: 0.4140, d0.loss_bbox: 0.5921 d1.loss_cls: 0.3910, d1.loss_bbox: 0.3147 d2.loss_cls: 0.4057, d2.loss_bbox: 0.4001 d3.loss_cls: 0.5366, d3.loss_bbox: 0.4106 d4.loss_cls: 0.3245, d4.loss_bbox: 0.5347, loss: 4.1041, grad_norm: 55.3047
2024-03-24 20:30:05,492 - my_logger - INFO - 2024-03-25 12:27:02,000 - mmdet - INFO - Epoch [7][2600/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3623, loss_bbox: 0.5638, d0.loss_cls: 0.5057, d0.loss_bbox: 0.3090 d1.loss_cls: 0.3687, d1.loss_bbox: 0.3085 d2.loss_cls: 0.5375, d2.loss_bbox: 0.3677 d3.loss_cls: 0.3772, d3.loss_bbox: 0.5075 d4.loss_cls: 0.3811, d4.loss_bbox: 0.4139, loss: 4.3592, grad_norm: 50.4164
2024-03-24 20:30:05,496 - my_logger - INFO - 2024-03-25 12:29:02,000 - mmdet - INFO - Epoch [7][2650/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3229, loss_bbox: 0.3968, d0.loss_cls: 0.5885, d0.loss_bbox: 0.4982 d1.loss_cls: 0.4261, d1.loss_bbox: 0.4869 d2.loss_cls: 0.4085, d2.loss_bbox: 0.5625 d3.loss_cls: 0.4002, d3.loss_bbox: 0.5658 d4.loss_cls: 0.4215, d4.loss_bbox: 0.4658, loss: 4.8265, grad_norm: 50.8241
2024-03-24 20:30:05,497 - my_logger - INFO - 2024-03-25 12:31:02,000 - mmdet - INFO - Epoch [7][2700/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3807, loss_bbox: 0.3899, d0.loss_cls: 0.5246, d0.loss_bbox: 0.3298 d1.loss_cls: 0.3416, d1.loss_bbox: 0.5705 d2.loss_cls: 0.3062, d2.loss_bbox: 0.4991 d3.loss_cls: 0.4740, d3.loss_bbox: 0.5469 d4.loss_cls: 0.4742, d4.loss_bbox: 0.5020, loss: 3.9024, grad_norm: 55.1364
2024-03-24 20:30:05,497 - my_logger - INFO - 2024-03-25 12:33:02,000 - mmdet - INFO - Epoch [7][2750/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2966, loss_bbox: 0.5975, d0.loss_cls: 0.5548, d0.loss_bbox: 0.5680 d1.loss_cls: 0.3175, d1.loss_bbox: 0.3021 d2.loss_cls: 0.4916, d2.loss_bbox: 0.3326 d3.loss_cls: 0.5924, d3.loss_bbox: 0.3742 d4.loss_cls: 0.3940, d4.loss_bbox: 0.5633, loss: 4.2526, grad_norm: 52.1857
2024-03-24 20:30:05,497 - my_logger - INFO - 2024-03-25 12:35:02,000 - mmdet - INFO - Epoch [7][2800/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3475, loss_bbox: 0.4426, d0.loss_cls: 0.4597, d0.loss_bbox: 0.4168 d1.loss_cls: 0.3131, d1.loss_bbox: 0.3914 d2.loss_cls: 0.3950, d2.loss_bbox: 0.4757 d3.loss_cls: 0.3452, d3.loss_bbox: 0.3016 d4.loss_cls: 0.3180, d4.loss_bbox: 0.4024, loss: 4.7667, grad_norm: 59.8627
2024-03-24 20:30:05,498 - my_logger - INFO - 2024-03-25 12:37:02,000 - mmdet - INFO - Epoch [7][2850/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5533, loss_bbox: 0.5317, d0.loss_cls: 0.3801, d0.loss_bbox: 0.3318 d1.loss_cls: 0.4899, d1.loss_bbox: 0.5469 d2.loss_cls: 0.3440, d2.loss_bbox: 0.5970 d3.loss_cls: 0.3946, d3.loss_bbox: 0.5471 d4.loss_cls: 0.4719, d4.loss_bbox: 0.3700, loss: 4.5330, grad_norm: 59.7488
2024-03-24 20:30:05,498 - my_logger - INFO - 2024-03-25 12:39:02,000 - mmdet - INFO - Epoch [7][2900/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5433, loss_bbox: 0.5548, d0.loss_cls: 0.5992, d0.loss_bbox: 0.3016 d1.loss_cls: 0.3518, d1.loss_bbox: 0.5912 d2.loss_cls: 0.5756, d2.loss_bbox: 0.5719 d3.loss_cls: 0.3074, d3.loss_bbox: 0.3803 d4.loss_cls: 0.3133, d4.loss_bbox: 0.3087, loss: 4.1977, grad_norm: 59.4227
2024-03-24 20:30:05,499 - my_logger - INFO - 2024-03-25 12:41:02,000 - mmdet - INFO - Epoch [7][2950/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5099, loss_bbox: 0.3334, d0.loss_cls: 0.5592, d0.loss_bbox: 0.3319 d1.loss_cls: 0.5223, d1.loss_bbox: 0.5724 d2.loss_cls: 0.4117, d2.loss_bbox: 0.5177 d3.loss_cls: 0.3922, d3.loss_bbox: 0.4691 d4.loss_cls: 0.4287, d4.loss_bbox: 0.4419, loss: 4.5286, grad_norm: 55.1730
2024-03-24 20:30:05,499 - my_logger - INFO - 2024-03-25 12:43:02,000 - mmdet - INFO - Epoch [7][3000/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2740, loss_bbox: 0.3702, d0.loss_cls: 0.5627, d0.loss_bbox: 0.5023 d1.loss_cls: 0.4625, d1.loss_bbox: 0.4610 d2.loss_cls: 0.4543, d2.loss_bbox: 0.3016 d3.loss_cls: 0.4980, d3.loss_bbox: 0.5539 d4.loss_cls: 0.5637, d4.loss_bbox: 0.4501, loss: 4.7027, grad_norm: 55.9588
2024-03-24 20:30:05,499 - my_logger - INFO - 2024-03-25 12:45:02,000 - mmdet - INFO - Epoch [7][3050/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2569, loss_bbox: 0.5343, d0.loss_cls: 0.4487, d0.loss_bbox: 0.4749 d1.loss_cls: 0.5073, d1.loss_bbox: 0.3293 d2.loss_cls: 0.4215, d2.loss_bbox: 0.3804 d3.loss_cls: 0.4470, d3.loss_bbox: 0.4309 d4.loss_cls: 0.4382, d4.loss_bbox: 0.4373, loss: 4.3748, grad_norm: 56.4927
2024-03-24 20:30:05,500 - my_logger - INFO - 2024-03-25 12:47:02,000 - mmdet - INFO - Epoch [7][3100/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4130, loss_bbox: 0.4520, d0.loss_cls: 0.4311, d0.loss_bbox: 0.3329 d1.loss_cls: 0.5816, d1.loss_bbox: 0.4540 d2.loss_cls: 0.5183, d2.loss_bbox: 0.4212 d3.loss_cls: 0.5076, d3.loss_bbox: 0.4244 d4.loss_cls: 0.4023, d4.loss_bbox: 0.5483, loss: 4.6912, grad_norm: 53.6800
2024-03-24 20:30:05,506 - my_logger - INFO - 2024-03-25 12:49:02,000 - mmdet - INFO - Epoch [7][3150/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5611, loss_bbox: 0.3573, d0.loss_cls: 0.3058, d0.loss_bbox: 0.3582 d1.loss_cls: 0.5706, d1.loss_bbox: 0.3150 d2.loss_cls: 0.3045, d2.loss_bbox: 0.4629 d3.loss_cls: 0.5687, d3.loss_bbox: 0.5265 d4.loss_cls: 0.3838, d4.loss_bbox: 0.5108, loss: 4.4749, grad_norm: 56.2303
2024-03-24 20:30:05,506 - my_logger - INFO - 2024-03-25 12:51:02,000 - mmdet - INFO - Epoch [7][3200/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3081, loss_bbox: 0.5111, d0.loss_cls: 0.3897, d0.loss_bbox: 0.4883 d1.loss_cls: 0.5330, d1.loss_bbox: 0.3996 d2.loss_cls: 0.3249, d2.loss_bbox: 0.3126 d3.loss_cls: 0.3634, d3.loss_bbox: 0.5089 d4.loss_cls: 0.3291, d4.loss_bbox: 0.5188, loss: 3.5748, grad_norm: 58.6686
2024-03-24 20:30:05,507 - my_logger - INFO - 2024-03-25 12:53:02,000 - mmdet - INFO - Epoch [7][3250/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2668, loss_bbox: 0.4754, d0.loss_cls: 0.5710, d0.loss_bbox: 0.5836 d1.loss_cls: 0.3611, d1.loss_bbox: 0.4528 d2.loss_cls: 0.5906, d2.loss_bbox: 0.5825 d3.loss_cls: 0.3175, d3.loss_bbox: 0.5058 d4.loss_cls: 0.5407, d4.loss_bbox: 0.3838, loss: 3.7591, grad_norm: 54.0045
2024-03-24 20:30:05,507 - my_logger - INFO - 2024-03-25 12:55:02,000 - mmdet - INFO - Epoch [7][3300/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2987, loss_bbox: 0.4916, d0.loss_cls: 0.4973, d0.loss_bbox: 0.5729 d1.loss_cls: 0.3639, d1.loss_bbox: 0.5613 d2.loss_cls: 0.3781, d2.loss_bbox: 0.5240 d3.loss_cls: 0.4822, d3.loss_bbox: 0.3464 d4.loss_cls: 0.3806, d4.loss_bbox: 0.5917, loss: 4.7990, grad_norm: 58.3848
2024-03-24 20:30:05,507 - my_logger - INFO - 2024-03-25 12:57:02,000 - mmdet - INFO - Epoch [7][3350/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5063, loss_bbox: 0.3621, d0.loss_cls: 0.5223, d0.loss_bbox: 0.4032 d1.loss_cls: 0.3506, d1.loss_bbox: 0.4718 d2.loss_cls: 0.4533, d2.loss_bbox: 0.5810 d3.loss_cls: 0.5548, d3.loss_bbox: 0.3415 d4.loss_cls: 0.3700, d4.loss_bbox: 0.3168, loss: 4.9873, grad_norm: 52.7619
2024-03-24 20:30:05,508 - my_logger - INFO - 2024-03-25 12:59:02,000 - mmdet - INFO - Epoch [7][3400/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4443, loss_bbox: 0.4738, d0.loss_cls: 0.4273, d0.loss_bbox: 0.4207 d1.loss_cls: 0.3246, d1.loss_bbox: 0.4215 d2.loss_cls: 0.3543, d2.loss_bbox: 0.3919 d3.loss_cls: 0.4370, d3.loss_bbox: 0.4256 d4.loss_cls: 0.3176, d4.loss_bbox: 0.5570, loss: 4.6691, grad_norm: 53.0692
2024-03-24 20:30:05,508 - my_logger - INFO - 2024-03-25 13:01:02,000 - mmdet - INFO - Epoch [7][3450/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3975, loss_bbox: 0.5296, d0.loss_cls: 0.3923, d0.loss_bbox: 0.4033 d1.loss_cls: 0.4009, d1.loss_bbox: 0.4010 d2.loss_cls: 0.5587, d2.loss_bbox: 0.3027 d3.loss_cls: 0.3275, d3.loss_bbox: 0.3486 d4.loss_cls: 0.3535, d4.loss_bbox: 0.4674, loss: 4.6538, grad_norm: 53.3127
2024-03-24 20:30:05,508 - my_logger - INFO - 2024-03-25 13:03:02,000 - mmdet - INFO - Epoch [7][3500/3517][Batch size: 50]	lr: 4.121e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3787, loss_bbox: 0.3877, d0.loss_cls: 0.4831, d0.loss_bbox: 0.3320 d1.loss_cls: 0.4834, d1.loss_bbox: 0.4340 d2.loss_cls: 0.5551, d2.loss_bbox: 0.5156 d3.loss_cls: 0.3998, d3.loss_bbox: 0.5740 d4.loss_cls: 0.5458, d4.loss_bbox: 0.3862, loss: 4.5306, grad_norm: 52.2151
2024-03-24 20:30:05,509 - my_logger - INFO - 2024-03-25 13:05:02,000 - mmdet - INFO - Epoch [8][0/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4750, loss_bbox: 0.3347, d0.loss_cls: 0.4236, d0.loss_bbox: 0.4840 d1.loss_cls: 0.5834, d1.loss_bbox: 0.3913 d2.loss_cls: 0.4065, d2.loss_bbox: 0.4157 d3.loss_cls: 0.4045, d3.loss_bbox: 0.5463 d4.loss_cls: 0.5425, d4.loss_bbox: 0.3896, loss: 4.8186, grad_norm: 51.5290
2024-03-24 20:30:05,509 - my_logger - INFO - 2024-03-25 13:07:02,000 - mmdet - INFO - Epoch [8][50/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3923, loss_bbox: 0.4355, d0.loss_cls: 0.5579, d0.loss_bbox: 0.5662 d1.loss_cls: 0.3164, d1.loss_bbox: 0.4084 d2.loss_cls: 0.4494, d2.loss_bbox: 0.3299 d3.loss_cls: 0.5421, d3.loss_bbox: 0.5237 d4.loss_cls: 0.4721, d4.loss_bbox: 0.4970, loss: 4.0790, grad_norm: 51.1354
2024-03-24 20:30:05,510 - my_logger - INFO - 2024-03-25 13:09:02,000 - mmdet - INFO - Epoch [8][100/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4710, loss_bbox: 0.5564, d0.loss_cls: 0.4025, d0.loss_bbox: 0.4008 d1.loss_cls: 0.4020, d1.loss_bbox: 0.4778 d2.loss_cls: 0.5675, d2.loss_bbox: 0.3345 d3.loss_cls: 0.4638, d3.loss_bbox: 0.4590 d4.loss_cls: 0.5675, d4.loss_bbox: 0.4384, loss: 4.2543, grad_norm: 54.2419
2024-03-24 20:30:05,510 - my_logger - INFO - 2024-03-25 13:11:02,000 - mmdet - INFO - Epoch [8][150/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5127, loss_bbox: 0.5439, d0.loss_cls: 0.5731, d0.loss_bbox: 0.3137 d1.loss_cls: 0.5146, d1.loss_bbox: 0.4942 d2.loss_cls: 0.4111, d2.loss_bbox: 0.4941 d3.loss_cls: 0.5686, d3.loss_bbox: 0.3491 d4.loss_cls: 0.3841, d4.loss_bbox: 0.5533, loss: 4.2156, grad_norm: 54.2029
2024-03-24 20:30:05,510 - my_logger - INFO - 2024-03-25 13:13:02,000 - mmdet - INFO - Epoch [8][200/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4583, loss_bbox: 0.5231, d0.loss_cls: 0.5971, d0.loss_bbox: 0.3586 d1.loss_cls: 0.3654, d1.loss_bbox: 0.3093 d2.loss_cls: 0.3797, d2.loss_bbox: 0.3883 d3.loss_cls: 0.4584, d3.loss_bbox: 0.4181 d4.loss_cls: 0.5655, d4.loss_bbox: 0.5425, loss: 4.4439, grad_norm: 51.4458
2024-03-24 20:30:05,511 - my_logger - INFO - 2024-03-25 13:15:02,000 - mmdet - INFO - Epoch [8][250/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5404, loss_bbox: 0.4239, d0.loss_cls: 0.3003, d0.loss_bbox: 0.3527 d1.loss_cls: 0.5591, d1.loss_bbox: 0.4477 d2.loss_cls: 0.3822, d2.loss_bbox: 0.4221 d3.loss_cls: 0.5782, d3.loss_bbox: 0.3255 d4.loss_cls: 0.5597, d4.loss_bbox: 0.3021, loss: 4.0476, grad_norm: 50.7911
2024-03-24 20:30:05,511 - my_logger - INFO - 2024-03-25 13:17:02,000 - mmdet - INFO - Epoch [8][300/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5955, loss_bbox: 0.4125, d0.loss_cls: 0.4814, d0.loss_bbox: 0.3424 d1.loss_cls: 0.4274, d1.loss_bbox: 0.5800 d2.loss_cls: 0.5832, d2.loss_bbox: 0.3530 d3.loss_cls: 0.4865, d3.loss_bbox: 0.5749 d4.loss_cls: 0.4402, d4.loss_bbox: 0.4261, loss: 3.7499, grad_norm: 55.0462
2024-03-24 20:30:05,512 - my_logger - INFO - 2024-03-25 13:19:02,000 - mmdet - INFO - Epoch [8][350/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4108, loss_bbox: 0.3819, d0.loss_cls: 0.3652, d0.loss_bbox: 0.5792 d1.loss_cls: 0.5523, d1.loss_bbox: 0.3025 d2.loss_cls: 0.4488, d2.loss_bbox: 0.5992 d3.loss_cls: 0.5842, d3.loss_bbox: 0.3133 d4.loss_cls: 0.4972, d4.loss_bbox: 0.4306, loss: 3.9351, grad_norm: 55.6837
2024-03-24 20:30:05,512 - my_logger - INFO - 2024-03-25 13:21:02,000 - mmdet - INFO - Epoch [8][400/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5873, loss_bbox: 0.3855, d0.loss_cls: 0.5462, d0.loss_bbox: 0.5572 d1.loss_cls: 0.5923, d1.loss_bbox: 0.4576 d2.loss_cls: 0.3506, d2.loss_bbox: 0.5578 d3.loss_cls: 0.3669, d3.loss_bbox: 0.4109 d4.loss_cls: 0.3801, d4.loss_bbox: 0.5386, loss: 4.1767, grad_norm: 55.2698
2024-03-24 20:30:05,512 - my_logger - INFO - 2024-03-25 13:23:02,000 - mmdet - INFO - Epoch [8][450/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3545, loss_bbox: 0.4993, d0.loss_cls: 0.4050, d0.loss_bbox: 0.3870 d1.loss_cls: 0.5673, d1.loss_bbox: 0.3176 d2.loss_cls: 0.5339, d2.loss_bbox: 0.4875 d3.loss_cls: 0.4112, d3.loss_bbox: 0.5118 d4.loss_cls: 0.4246, d4.loss_bbox: 0.4022, loss: 4.5767, grad_norm: 54.3880
2024-03-24 20:30:05,513 - my_logger - INFO - 2024-03-25 13:25:02,000 - mmdet - INFO - Epoch [8][500/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5862, loss_bbox: 0.3223, d0.loss_cls: 0.5617, d0.loss_bbox: 0.4288 d1.loss_cls: 0.5586, d1.loss_bbox: 0.5515 d2.loss_cls: 0.3751, d2.loss_bbox: 0.4616 d3.loss_cls: 0.3667, d3.loss_bbox: 0.3521 d4.loss_cls: 0.3211, d4.loss_bbox: 0.4976, loss: 3.5696, grad_norm: 52.8017
2024-03-24 20:30:05,513 - my_logger - INFO - 2024-03-25 13:27:02,000 - mmdet - INFO - Epoch [8][550/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4967, loss_bbox: 0.3002, d0.loss_cls: 0.5289, d0.loss_bbox: 0.4792 d1.loss_cls: 0.3343, d1.loss_bbox: 0.3242 d2.loss_cls: 0.3537, d2.loss_bbox: 0.4371 d3.loss_cls: 0.4745, d3.loss_bbox: 0.5776 d4.loss_cls: 0.5440, d4.loss_bbox: 0.3566, loss: 3.5450, grad_norm: 54.5032
2024-03-24 20:30:05,514 - my_logger - INFO - 2024-03-25 13:29:02,000 - mmdet - INFO - Epoch [8][600/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3413, loss_bbox: 0.5216, d0.loss_cls: 0.4189, d0.loss_bbox: 0.3731 d1.loss_cls: 0.5995, d1.loss_bbox: 0.3939 d2.loss_cls: 0.3653, d2.loss_bbox: 0.5626 d3.loss_cls: 0.4822, d3.loss_bbox: 0.5293 d4.loss_cls: 0.4627, d4.loss_bbox: 0.3018, loss: 3.5699, grad_norm: 58.7420
2024-03-24 20:30:05,514 - my_logger - INFO - 2024-03-25 13:31:02,000 - mmdet - INFO - Epoch [8][650/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3048, loss_bbox: 0.3750, d0.loss_cls: 0.3433, d0.loss_bbox: 0.5935 d1.loss_cls: 0.4298, d1.loss_bbox: 0.5146 d2.loss_cls: 0.3852, d2.loss_bbox: 0.3466 d3.loss_cls: 0.4291, d3.loss_bbox: 0.3825 d4.loss_cls: 0.5615, d4.loss_bbox: 0.4732, loss: 4.6102, grad_norm: 53.1794
2024-03-24 20:30:05,514 - my_logger - INFO - 2024-03-25 13:33:02,000 - mmdet - INFO - Epoch [8][700/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4717, loss_bbox: 0.4791, d0.loss_cls: 0.3089, d0.loss_bbox: 0.3168 d1.loss_cls: 0.5208, d1.loss_bbox: 0.4511 d2.loss_cls: 0.3726, d2.loss_bbox: 0.4361 d3.loss_cls: 0.5707, d3.loss_bbox: 0.4934 d4.loss_cls: 0.5592, d4.loss_bbox: 0.3867, loss: 3.6449, grad_norm: 58.7152
2024-03-24 20:30:05,515 - my_logger - INFO - 2024-03-25 13:35:02,000 - mmdet - INFO - Epoch [8][750/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4049, loss_bbox: 0.3643, d0.loss_cls: 0.4289, d0.loss_bbox: 0.5203 d1.loss_cls: 0.3646, d1.loss_bbox: 0.4412 d2.loss_cls: 0.3737, d2.loss_bbox: 0.5990 d3.loss_cls: 0.3644, d3.loss_bbox: 0.3030 d4.loss_cls: 0.5854, d4.loss_bbox: 0.5835, loss: 4.8594, grad_norm: 51.0615
2024-03-24 20:30:05,515 - my_logger - INFO - 2024-03-25 13:37:02,000 - mmdet - INFO - Epoch [8][800/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3286, loss_bbox: 0.3053, d0.loss_cls: 0.3421, d0.loss_bbox: 0.3584 d1.loss_cls: 0.3700, d1.loss_bbox: 0.4526 d2.loss_cls: 0.5140, d2.loss_bbox: 0.3806 d3.loss_cls: 0.4685, d3.loss_bbox: 0.4300 d4.loss_cls: 0.4763, d4.loss_bbox: 0.5806, loss: 3.8559, grad_norm: 57.9794
2024-03-24 20:30:05,515 - my_logger - INFO - 2024-03-25 13:39:02,000 - mmdet - INFO - Epoch [8][850/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4868, loss_bbox: 0.5867, d0.loss_cls: 0.5118, d0.loss_bbox: 0.3929 d1.loss_cls: 0.5054, d1.loss_bbox: 0.5636 d2.loss_cls: 0.5057, d2.loss_bbox: 0.5198 d3.loss_cls: 0.3014, d3.loss_bbox: 0.4742 d4.loss_cls: 0.5888, d4.loss_bbox: 0.4682, loss: 4.2822, grad_norm: 59.7631
2024-03-24 20:30:05,516 - my_logger - INFO - 2024-03-25 13:41:02,000 - mmdet - INFO - Epoch [8][900/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2684, loss_bbox: 0.4993, d0.loss_cls: 0.4399, d0.loss_bbox: 0.4033 d1.loss_cls: 0.5005, d1.loss_bbox: 0.5919 d2.loss_cls: 0.3212, d2.loss_bbox: 0.4186 d3.loss_cls: 0.3897, d3.loss_bbox: 0.3610 d4.loss_cls: 0.4102, d4.loss_bbox: 0.5127, loss: 4.6711, grad_norm: 58.6993
2024-03-24 20:30:05,521 - my_logger - INFO - 2024-03-25 13:43:02,000 - mmdet - INFO - Epoch [8][950/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5188, loss_bbox: 0.5107, d0.loss_cls: 0.4407, d0.loss_bbox: 0.3930 d1.loss_cls: 0.4514, d1.loss_bbox: 0.4777 d2.loss_cls: 0.5279, d2.loss_bbox: 0.5432 d3.loss_cls: 0.4070, d3.loss_bbox: 0.3860 d4.loss_cls: 0.4372, d4.loss_bbox: 0.5555, loss: 4.4670, grad_norm: 56.1892
2024-03-24 20:30:05,522 - my_logger - INFO - 2024-03-25 13:45:02,000 - mmdet - INFO - Epoch [8][1000/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4943, loss_bbox: 0.3798, d0.loss_cls: 0.5967, d0.loss_bbox: 0.3094 d1.loss_cls: 0.5624, d1.loss_bbox: 0.3738 d2.loss_cls: 0.4049, d2.loss_bbox: 0.5230 d3.loss_cls: 0.5599, d3.loss_bbox: 0.3338 d4.loss_cls: 0.3287, d4.loss_bbox: 0.5538, loss: 3.8044, grad_norm: 54.3100
2024-03-24 20:30:05,522 - my_logger - INFO - 2024-03-25 13:47:02,000 - mmdet - INFO - Epoch [8][1050/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5757, loss_bbox: 0.3404, d0.loss_cls: 0.3265, d0.loss_bbox: 0.3209 d1.loss_cls: 0.3325, d1.loss_bbox: 0.5228 d2.loss_cls: 0.4265, d2.loss_bbox: 0.3397 d3.loss_cls: 0.5950, d3.loss_bbox: 0.4952 d4.loss_cls: 0.4928, d4.loss_bbox: 0.5572, loss: 4.2635, grad_norm: 51.0802
2024-03-24 20:30:05,523 - my_logger - INFO - 2024-03-25 13:49:02,000 - mmdet - INFO - Epoch [8][1100/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5328, loss_bbox: 0.5769, d0.loss_cls: 0.3694, d0.loss_bbox: 0.4054 d1.loss_cls: 0.3930, d1.loss_bbox: 0.4341 d2.loss_cls: 0.3943, d2.loss_bbox: 0.3316 d3.loss_cls: 0.3488, d3.loss_bbox: 0.3806 d4.loss_cls: 0.5334, d4.loss_bbox: 0.5289, loss: 4.8214, grad_norm: 59.1436
2024-03-24 20:30:05,523 - my_logger - INFO - 2024-03-25 13:51:02,000 - mmdet - INFO - Epoch [8][1150/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5661, loss_bbox: 0.3839, d0.loss_cls: 0.5795, d0.loss_bbox: 0.4068 d1.loss_cls: 0.4085, d1.loss_bbox: 0.4509 d2.loss_cls: 0.5375, d2.loss_bbox: 0.4709 d3.loss_cls: 0.5797, d3.loss_bbox: 0.5961 d4.loss_cls: 0.5970, d4.loss_bbox: 0.4119, loss: 4.9521, grad_norm: 55.7293
2024-03-24 20:30:05,523 - my_logger - INFO - 2024-03-25 13:53:02,000 - mmdet - INFO - Epoch [8][1200/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5375, loss_bbox: 0.4986, d0.loss_cls: 0.5183, d0.loss_bbox: 0.4989 d1.loss_cls: 0.4624, d1.loss_bbox: 0.4031 d2.loss_cls: 0.3309, d2.loss_bbox: 0.3633 d3.loss_cls: 0.5172, d3.loss_bbox: 0.4762 d4.loss_cls: 0.5950, d4.loss_bbox: 0.4272, loss: 3.8240, grad_norm: 50.2895
2024-03-24 20:30:05,524 - my_logger - INFO - 2024-03-25 13:55:02,000 - mmdet - INFO - Epoch [8][1250/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5058, loss_bbox: 0.5947, d0.loss_cls: 0.3753, d0.loss_bbox: 0.4500 d1.loss_cls: 0.5156, d1.loss_bbox: 0.5946 d2.loss_cls: 0.4126, d2.loss_bbox: 0.3690 d3.loss_cls: 0.4556, d3.loss_bbox: 0.5864 d4.loss_cls: 0.5831, d4.loss_bbox: 0.5591, loss: 4.6549, grad_norm: 51.0240
2024-03-24 20:30:05,524 - my_logger - INFO - 2024-03-25 13:57:02,000 - mmdet - INFO - Epoch [8][1300/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4726, loss_bbox: 0.3779, d0.loss_cls: 0.5342, d0.loss_bbox: 0.5890 d1.loss_cls: 0.3581, d1.loss_bbox: 0.3011 d2.loss_cls: 0.3147, d2.loss_bbox: 0.4775 d3.loss_cls: 0.5723, d3.loss_bbox: 0.4087 d4.loss_cls: 0.3181, d4.loss_bbox: 0.4440, loss: 4.0022, grad_norm: 57.3989
2024-03-24 20:30:05,524 - my_logger - INFO - 2024-03-25 13:59:02,000 - mmdet - INFO - Epoch [8][1350/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3788, loss_bbox: 0.5581, d0.loss_cls: 0.4152, d0.loss_bbox: 0.3011 d1.loss_cls: 0.3773, d1.loss_bbox: 0.5160 d2.loss_cls: 0.5633, d2.loss_bbox: 0.3102 d3.loss_cls: 0.4650, d3.loss_bbox: 0.4441 d4.loss_cls: 0.5197, d4.loss_bbox: 0.3545, loss: 3.7833, grad_norm: 51.4949
2024-03-24 20:30:05,525 - my_logger - INFO - 2024-03-25 14:01:02,000 - mmdet - INFO - Epoch [8][1400/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4619, loss_bbox: 0.5517, d0.loss_cls: 0.5831, d0.loss_bbox: 0.4385 d1.loss_cls: 0.3319, d1.loss_bbox: 0.4612 d2.loss_cls: 0.5387, d2.loss_bbox: 0.5711 d3.loss_cls: 0.4570, d3.loss_bbox: 0.5257 d4.loss_cls: 0.4888, d4.loss_bbox: 0.5597, loss: 4.1750, grad_norm: 57.7483
2024-03-24 20:30:05,525 - my_logger - INFO - 2024-03-25 14:03:02,000 - mmdet - INFO - Epoch [8][1450/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3997, loss_bbox: 0.4723, d0.loss_cls: 0.3652, d0.loss_bbox: 0.3649 d1.loss_cls: 0.4391, d1.loss_bbox: 0.3999 d2.loss_cls: 0.3745, d2.loss_bbox: 0.5216 d3.loss_cls: 0.5105, d3.loss_bbox: 0.4264 d4.loss_cls: 0.3035, d4.loss_bbox: 0.5074, loss: 4.9607, grad_norm: 59.9543
2024-03-24 20:30:05,526 - my_logger - INFO - 2024-03-25 14:05:02,000 - mmdet - INFO - Epoch [8][1500/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4457, loss_bbox: 0.4632, d0.loss_cls: 0.3346, d0.loss_bbox: 0.4712 d1.loss_cls: 0.3421, d1.loss_bbox: 0.4685 d2.loss_cls: 0.5083, d2.loss_bbox: 0.4667 d3.loss_cls: 0.5299, d3.loss_bbox: 0.5440 d4.loss_cls: 0.5003, d4.loss_bbox: 0.4654, loss: 4.7402, grad_norm: 54.1009
2024-03-24 20:30:05,526 - my_logger - INFO - 2024-03-25 14:07:02,000 - mmdet - INFO - Epoch [8][1550/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3989, loss_bbox: 0.4653, d0.loss_cls: 0.5239, d0.loss_bbox: 0.4240 d1.loss_cls: 0.3387, d1.loss_bbox: 0.5916 d2.loss_cls: 0.5405, d2.loss_bbox: 0.5608 d3.loss_cls: 0.3166, d3.loss_bbox: 0.4960 d4.loss_cls: 0.4607, d4.loss_bbox: 0.4091, loss: 4.5532, grad_norm: 52.8387
2024-03-24 20:30:05,527 - my_logger - INFO - 2024-03-25 14:09:02,000 - mmdet - INFO - Epoch [8][1600/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5932, loss_bbox: 0.4900, d0.loss_cls: 0.4786, d0.loss_bbox: 0.4931 d1.loss_cls: 0.4710, d1.loss_bbox: 0.5657 d2.loss_cls: 0.4196, d2.loss_bbox: 0.3237 d3.loss_cls: 0.4226, d3.loss_bbox: 0.5444 d4.loss_cls: 0.4677, d4.loss_bbox: 0.4289, loss: 4.0754, grad_norm: 52.8354
2024-03-24 20:30:05,527 - my_logger - INFO - 2024-03-25 14:11:02,000 - mmdet - INFO - Epoch [8][1650/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2650, loss_bbox: 0.4922, d0.loss_cls: 0.3082, d0.loss_bbox: 0.4209 d1.loss_cls: 0.3883, d1.loss_bbox: 0.4083 d2.loss_cls: 0.5570, d2.loss_bbox: 0.3739 d3.loss_cls: 0.4300, d3.loss_bbox: 0.4465 d4.loss_cls: 0.5786, d4.loss_bbox: 0.5900, loss: 4.9542, grad_norm: 57.2039
2024-03-24 20:30:05,527 - my_logger - INFO - 2024-03-25 14:13:02,000 - mmdet - INFO - Epoch [8][1700/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5306, loss_bbox: 0.5350, d0.loss_cls: 0.3027, d0.loss_bbox: 0.5153 d1.loss_cls: 0.4320, d1.loss_bbox: 0.3892 d2.loss_cls: 0.4401, d2.loss_bbox: 0.3778 d3.loss_cls: 0.3271, d3.loss_bbox: 0.5913 d4.loss_cls: 0.4506, d4.loss_bbox: 0.4600, loss: 3.8198, grad_norm: 53.1728
2024-03-24 20:30:05,528 - my_logger - INFO - 2024-03-25 14:15:02,000 - mmdet - INFO - Epoch [8][1750/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5395, loss_bbox: 0.5728, d0.loss_cls: 0.3111, d0.loss_bbox: 0.4643 d1.loss_cls: 0.4785, d1.loss_bbox: 0.4173 d2.loss_cls: 0.5139, d2.loss_bbox: 0.5237 d3.loss_cls: 0.5099, d3.loss_bbox: 0.4279 d4.loss_cls: 0.3403, d4.loss_bbox: 0.4093, loss: 3.6685, grad_norm: 59.0126
2024-03-24 20:30:05,528 - my_logger - INFO - 2024-03-25 14:17:02,000 - mmdet - INFO - Epoch [8][1800/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3862, loss_bbox: 0.5341, d0.loss_cls: 0.4948, d0.loss_bbox: 0.4886 d1.loss_cls: 0.4825, d1.loss_bbox: 0.3525 d2.loss_cls: 0.3553, d2.loss_bbox: 0.4336 d3.loss_cls: 0.5648, d3.loss_bbox: 0.3944 d4.loss_cls: 0.4210, d4.loss_bbox: 0.4944, loss: 4.2259, grad_norm: 51.4169
2024-03-24 20:30:05,529 - my_logger - INFO - 2024-03-25 14:19:02,000 - mmdet - INFO - Epoch [8][1850/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3671, loss_bbox: 0.4157, d0.loss_cls: 0.5097, d0.loss_bbox: 0.4801 d1.loss_cls: 0.5884, d1.loss_bbox: 0.3165 d2.loss_cls: 0.4713, d2.loss_bbox: 0.3345 d3.loss_cls: 0.3846, d3.loss_bbox: 0.4308 d4.loss_cls: 0.3860, d4.loss_bbox: 0.3730, loss: 4.2832, grad_norm: 53.8651
2024-03-24 20:30:05,529 - my_logger - INFO - 2024-03-25 14:21:02,000 - mmdet - INFO - Epoch [8][1900/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3824, loss_bbox: 0.3958, d0.loss_cls: 0.5072, d0.loss_bbox: 0.5439 d1.loss_cls: 0.4992, d1.loss_bbox: 0.5190 d2.loss_cls: 0.3607, d2.loss_bbox: 0.3360 d3.loss_cls: 0.3023, d3.loss_bbox: 0.5284 d4.loss_cls: 0.4399, d4.loss_bbox: 0.3768, loss: 3.9232, grad_norm: 54.2212
2024-03-24 20:30:05,529 - my_logger - INFO - 2024-03-25 14:23:02,000 - mmdet - INFO - Epoch [8][1950/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4067, loss_bbox: 0.3499, d0.loss_cls: 0.4676, d0.loss_bbox: 0.3067 d1.loss_cls: 0.5511, d1.loss_bbox: 0.5556 d2.loss_cls: 0.4302, d2.loss_bbox: 0.3975 d3.loss_cls: 0.3144, d3.loss_bbox: 0.4666 d4.loss_cls: 0.5312, d4.loss_bbox: 0.3118, loss: 4.5481, grad_norm: 56.9478
2024-03-24 20:30:05,530 - my_logger - INFO - 2024-03-25 14:25:02,000 - mmdet - INFO - Epoch [8][2000/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3361, loss_bbox: 0.3718, d0.loss_cls: 0.3272, d0.loss_bbox: 0.5576 d1.loss_cls: 0.5070, d1.loss_bbox: 0.5245 d2.loss_cls: 0.4083, d2.loss_bbox: 0.4608 d3.loss_cls: 0.5400, d3.loss_bbox: 0.4789 d4.loss_cls: 0.3108, d4.loss_bbox: 0.3134, loss: 4.1141, grad_norm: 52.6853
2024-03-24 20:30:05,530 - my_logger - INFO - 2024-03-25 14:27:02,000 - mmdet - INFO - Epoch [8][2050/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3458, loss_bbox: 0.3572, d0.loss_cls: 0.3791, d0.loss_bbox: 0.4756 d1.loss_cls: 0.3274, d1.loss_bbox: 0.5145 d2.loss_cls: 0.4141, d2.loss_bbox: 0.3123 d3.loss_cls: 0.5606, d3.loss_bbox: 0.5331 d4.loss_cls: 0.5211, d4.loss_bbox: 0.4841, loss: 4.6164, grad_norm: 51.1008
2024-03-24 20:30:05,531 - my_logger - INFO - 2024-03-25 14:29:02,000 - mmdet - INFO - Epoch [8][2100/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3664, loss_bbox: 0.5239, d0.loss_cls: 0.3765, d0.loss_bbox: 0.4856 d1.loss_cls: 0.4584, d1.loss_bbox: 0.4253 d2.loss_cls: 0.5730, d2.loss_bbox: 0.5792 d3.loss_cls: 0.3714, d3.loss_bbox: 0.3794 d4.loss_cls: 0.3324, d4.loss_bbox: 0.5972, loss: 4.8392, grad_norm: 56.5195
2024-03-24 20:30:05,537 - my_logger - INFO - 2024-03-25 14:31:02,000 - mmdet - INFO - Epoch [8][2150/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5120, loss_bbox: 0.5183, d0.loss_cls: 0.5713, d0.loss_bbox: 0.3569 d1.loss_cls: 0.5838, d1.loss_bbox: 0.3110 d2.loss_cls: 0.4921, d2.loss_bbox: 0.4313 d3.loss_cls: 0.4933, d3.loss_bbox: 0.5838 d4.loss_cls: 0.5303, d4.loss_bbox: 0.5710, loss: 4.9443, grad_norm: 55.2689
2024-03-24 20:30:05,540 - my_logger - INFO - 2024-03-25 14:33:02,000 - mmdet - INFO - Epoch [8][2200/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5523, loss_bbox: 0.4451, d0.loss_cls: 0.5041, d0.loss_bbox: 0.4780 d1.loss_cls: 0.5673, d1.loss_bbox: 0.4983 d2.loss_cls: 0.5343, d2.loss_bbox: 0.5186 d3.loss_cls: 0.3399, d3.loss_bbox: 0.4810 d4.loss_cls: 0.5438, d4.loss_bbox: 0.3906, loss: 4.9354, grad_norm: 51.5489
2024-03-24 20:30:05,540 - my_logger - INFO - 2024-03-25 14:35:02,000 - mmdet - INFO - Epoch [8][2250/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2907, loss_bbox: 0.4192, d0.loss_cls: 0.5046, d0.loss_bbox: 0.5976 d1.loss_cls: 0.3550, d1.loss_bbox: 0.5770 d2.loss_cls: 0.4711, d2.loss_bbox: 0.4136 d3.loss_cls: 0.4567, d3.loss_bbox: 0.5804 d4.loss_cls: 0.5980, d4.loss_bbox: 0.3497, loss: 4.4781, grad_norm: 50.2180
2024-03-24 20:30:05,540 - my_logger - INFO - 2024-03-25 14:37:02,000 - mmdet - INFO - Epoch [8][2300/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5869, loss_bbox: 0.4547, d0.loss_cls: 0.3927, d0.loss_bbox: 0.4409 d1.loss_cls: 0.4876, d1.loss_bbox: 0.3647 d2.loss_cls: 0.5130, d2.loss_bbox: 0.4763 d3.loss_cls: 0.3225, d3.loss_bbox: 0.3957 d4.loss_cls: 0.4102, d4.loss_bbox: 0.5588, loss: 4.6153, grad_norm: 59.3830
2024-03-24 20:30:05,541 - my_logger - INFO - 2024-03-25 14:39:02,000 - mmdet - INFO - Epoch [8][2350/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2819, loss_bbox: 0.5876, d0.loss_cls: 0.5962, d0.loss_bbox: 0.5515 d1.loss_cls: 0.5396, d1.loss_bbox: 0.3518 d2.loss_cls: 0.3524, d2.loss_bbox: 0.5336 d3.loss_cls: 0.5561, d3.loss_bbox: 0.3177 d4.loss_cls: 0.4563, d4.loss_bbox: 0.4334, loss: 4.5730, grad_norm: 56.1299
2024-03-24 20:30:05,541 - my_logger - INFO - 2024-03-25 14:41:02,000 - mmdet - INFO - Epoch [8][2400/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4753, loss_bbox: 0.4117, d0.loss_cls: 0.4522, d0.loss_bbox: 0.5387 d1.loss_cls: 0.4067, d1.loss_bbox: 0.5483 d2.loss_cls: 0.3038, d2.loss_bbox: 0.3229 d3.loss_cls: 0.4251, d3.loss_bbox: 0.5352 d4.loss_cls: 0.4523, d4.loss_bbox: 0.3305, loss: 3.5959, grad_norm: 57.9054
2024-03-24 20:30:05,542 - my_logger - INFO - 2024-03-25 14:43:02,000 - mmdet - INFO - Epoch [8][2450/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2598, loss_bbox: 0.4178, d0.loss_cls: 0.3867, d0.loss_bbox: 0.5188 d1.loss_cls: 0.3125, d1.loss_bbox: 0.3136 d2.loss_cls: 0.3391, d2.loss_bbox: 0.4467 d3.loss_cls: 0.5575, d3.loss_bbox: 0.4444 d4.loss_cls: 0.3921, d4.loss_bbox: 0.5049, loss: 3.6901, grad_norm: 58.1544
2024-03-24 20:30:05,542 - my_logger - INFO - 2024-03-25 14:45:02,000 - mmdet - INFO - Epoch [8][2500/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4508, loss_bbox: 0.3151, d0.loss_cls: 0.4076, d0.loss_bbox: 0.4109 d1.loss_cls: 0.4051, d1.loss_bbox: 0.3535 d2.loss_cls: 0.3549, d2.loss_bbox: 0.3746 d3.loss_cls: 0.5563, d3.loss_bbox: 0.3739 d4.loss_cls: 0.3523, d4.loss_bbox: 0.5612, loss: 4.9781, grad_norm: 52.3940
2024-03-24 20:30:05,542 - my_logger - INFO - 2024-03-25 14:47:02,000 - mmdet - INFO - Epoch [8][2550/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2544, loss_bbox: 0.5992, d0.loss_cls: 0.3798, d0.loss_bbox: 0.3132 d1.loss_cls: 0.4449, d1.loss_bbox: 0.4683 d2.loss_cls: 0.4958, d2.loss_bbox: 0.5314 d3.loss_cls: 0.5972, d3.loss_bbox: 0.5244 d4.loss_cls: 0.4345, d4.loss_bbox: 0.3910, loss: 3.7057, grad_norm: 56.8397
2024-03-24 20:30:05,543 - my_logger - INFO - 2024-03-25 14:49:02,000 - mmdet - INFO - Epoch [8][2600/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3368, loss_bbox: 0.4215, d0.loss_cls: 0.3285, d0.loss_bbox: 0.4324 d1.loss_cls: 0.5957, d1.loss_bbox: 0.3345 d2.loss_cls: 0.4974, d2.loss_bbox: 0.5485 d3.loss_cls: 0.3427, d3.loss_bbox: 0.4762 d4.loss_cls: 0.4085, d4.loss_bbox: 0.4387, loss: 4.1924, grad_norm: 50.0792
2024-03-24 20:30:05,543 - my_logger - INFO - 2024-03-25 14:51:02,000 - mmdet - INFO - Epoch [8][2650/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4222, loss_bbox: 0.3792, d0.loss_cls: 0.3784, d0.loss_bbox: 0.4503 d1.loss_cls: 0.4258, d1.loss_bbox: 0.5839 d2.loss_cls: 0.4743, d2.loss_bbox: 0.3991 d3.loss_cls: 0.4690, d3.loss_bbox: 0.4813 d4.loss_cls: 0.3189, d4.loss_bbox: 0.4904, loss: 3.7715, grad_norm: 52.8932
2024-03-24 20:30:05,544 - my_logger - INFO - 2024-03-25 14:53:02,000 - mmdet - INFO - Epoch [8][2700/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2730, loss_bbox: 0.5247, d0.loss_cls: 0.5863, d0.loss_bbox: 0.3589 d1.loss_cls: 0.5942, d1.loss_bbox: 0.4634 d2.loss_cls: 0.3835, d2.loss_bbox: 0.5346 d3.loss_cls: 0.3932, d3.loss_bbox: 0.3283 d4.loss_cls: 0.4387, d4.loss_bbox: 0.4663, loss: 3.6780, grad_norm: 56.3459
2024-03-24 20:30:05,544 - my_logger - INFO - 2024-03-25 14:55:02,000 - mmdet - INFO - Epoch [8][2750/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5217, loss_bbox: 0.5420, d0.loss_cls: 0.4572, d0.loss_bbox: 0.4221 d1.loss_cls: 0.3667, d1.loss_bbox: 0.3761 d2.loss_cls: 0.4015, d2.loss_bbox: 0.5085 d3.loss_cls: 0.4187, d3.loss_bbox: 0.5310 d4.loss_cls: 0.3155, d4.loss_bbox: 0.4211, loss: 3.7342, grad_norm: 50.3413
2024-03-24 20:30:05,545 - my_logger - INFO - 2024-03-25 14:57:02,000 - mmdet - INFO - Epoch [8][2800/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4846, loss_bbox: 0.4245, d0.loss_cls: 0.3857, d0.loss_bbox: 0.3099 d1.loss_cls: 0.5390, d1.loss_bbox: 0.3696 d2.loss_cls: 0.4719, d2.loss_bbox: 0.4024 d3.loss_cls: 0.4562, d3.loss_bbox: 0.4108 d4.loss_cls: 0.4744, d4.loss_bbox: 0.4446, loss: 4.2767, grad_norm: 59.3744
2024-03-24 20:30:05,545 - my_logger - INFO - 2024-03-25 14:59:02,000 - mmdet - INFO - Epoch [8][2850/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5984, loss_bbox: 0.3114, d0.loss_cls: 0.3978, d0.loss_bbox: 0.5725 d1.loss_cls: 0.4449, d1.loss_bbox: 0.5245 d2.loss_cls: 0.3682, d2.loss_bbox: 0.5067 d3.loss_cls: 0.3371, d3.loss_bbox: 0.5618 d4.loss_cls: 0.5875, d4.loss_bbox: 0.3008, loss: 4.1142, grad_norm: 57.0059
2024-03-24 20:30:05,545 - my_logger - INFO - 2024-03-25 15:01:02,000 - mmdet - INFO - Epoch [8][2900/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5962, loss_bbox: 0.5559, d0.loss_cls: 0.5228, d0.loss_bbox: 0.3381 d1.loss_cls: 0.3168, d1.loss_bbox: 0.5853 d2.loss_cls: 0.3487, d2.loss_bbox: 0.5620 d3.loss_cls: 0.5003, d3.loss_bbox: 0.5140 d4.loss_cls: 0.4655, d4.loss_bbox: 0.5090, loss: 4.8444, grad_norm: 52.8205
2024-03-24 20:30:05,546 - my_logger - INFO - 2024-03-25 15:03:02,000 - mmdet - INFO - Epoch [8][2950/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5267, loss_bbox: 0.5329, d0.loss_cls: 0.4593, d0.loss_bbox: 0.4543 d1.loss_cls: 0.4410, d1.loss_bbox: 0.4208 d2.loss_cls: 0.4656, d2.loss_bbox: 0.3914 d3.loss_cls: 0.3014, d3.loss_bbox: 0.3757 d4.loss_cls: 0.5576, d4.loss_bbox: 0.4725, loss: 4.7154, grad_norm: 51.8557
2024-03-24 20:30:05,546 - my_logger - INFO - 2024-03-25 15:05:02,000 - mmdet - INFO - Epoch [8][3000/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2764, loss_bbox: 0.3786, d0.loss_cls: 0.5294, d0.loss_bbox: 0.4599 d1.loss_cls: 0.3021, d1.loss_bbox: 0.4204 d2.loss_cls: 0.3808, d2.loss_bbox: 0.5298 d3.loss_cls: 0.5270, d3.loss_bbox: 0.5004 d4.loss_cls: 0.3017, d4.loss_bbox: 0.3843, loss: 3.5925, grad_norm: 51.9870
2024-03-24 20:30:05,546 - my_logger - INFO - 2024-03-25 15:07:02,000 - mmdet - INFO - Epoch [8][3050/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5315, loss_bbox: 0.5374, d0.loss_cls: 0.4220, d0.loss_bbox: 0.3455 d1.loss_cls: 0.3396, d1.loss_bbox: 0.4449 d2.loss_cls: 0.4494, d2.loss_bbox: 0.3287 d3.loss_cls: 0.5445, d3.loss_bbox: 0.3721 d4.loss_cls: 0.3350, d4.loss_bbox: 0.5126, loss: 3.8688, grad_norm: 57.8215
2024-03-24 20:30:05,553 - my_logger - INFO - 2024-03-25 15:09:02,000 - mmdet - INFO - Epoch [8][3100/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5899, loss_bbox: 0.5425, d0.loss_cls: 0.3755, d0.loss_bbox: 0.4769 d1.loss_cls: 0.5000, d1.loss_bbox: 0.3145 d2.loss_cls: 0.3134, d2.loss_bbox: 0.3958 d3.loss_cls: 0.4291, d3.loss_bbox: 0.3928 d4.loss_cls: 0.5620, d4.loss_bbox: 0.3673, loss: 4.7891, grad_norm: 52.2594
2024-03-24 20:30:05,553 - my_logger - INFO - 2024-03-25 15:11:02,000 - mmdet - INFO - Epoch [8][3150/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5175, loss_bbox: 0.5432, d0.loss_cls: 0.4699, d0.loss_bbox: 0.5428 d1.loss_cls: 0.4582, d1.loss_bbox: 0.5294 d2.loss_cls: 0.4910, d2.loss_bbox: 0.5399 d3.loss_cls: 0.4341, d3.loss_bbox: 0.4269 d4.loss_cls: 0.3739, d4.loss_bbox: 0.4200, loss: 4.9744, grad_norm: 51.5091
2024-03-24 20:30:05,554 - my_logger - INFO - 2024-03-25 15:13:02,000 - mmdet - INFO - Epoch [8][3200/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5229, loss_bbox: 0.4390, d0.loss_cls: 0.5878, d0.loss_bbox: 0.5567 d1.loss_cls: 0.4352, d1.loss_bbox: 0.3665 d2.loss_cls: 0.4902, d2.loss_bbox: 0.5945 d3.loss_cls: 0.5939, d3.loss_bbox: 0.4395 d4.loss_cls: 0.3103, d4.loss_bbox: 0.5398, loss: 3.7985, grad_norm: 57.4356
2024-03-24 20:30:05,554 - my_logger - INFO - 2024-03-25 15:15:02,000 - mmdet - INFO - Epoch [8][3250/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2860, loss_bbox: 0.3318, d0.loss_cls: 0.5842, d0.loss_bbox: 0.3370 d1.loss_cls: 0.4665, d1.loss_bbox: 0.4482 d2.loss_cls: 0.4098, d2.loss_bbox: 0.3836 d3.loss_cls: 0.5565, d3.loss_bbox: 0.3808 d4.loss_cls: 0.4513, d4.loss_bbox: 0.4390, loss: 4.6993, grad_norm: 54.8445
2024-03-24 20:30:05,554 - my_logger - INFO - 2024-03-25 15:17:02,000 - mmdet - INFO - Epoch [8][3300/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3784, loss_bbox: 0.3430, d0.loss_cls: 0.3706, d0.loss_bbox: 0.5728 d1.loss_cls: 0.5199, d1.loss_bbox: 0.3446 d2.loss_cls: 0.5978, d2.loss_bbox: 0.4633 d3.loss_cls: 0.4604, d3.loss_bbox: 0.4521 d4.loss_cls: 0.3826, d4.loss_bbox: 0.5362, loss: 3.6805, grad_norm: 50.5160
2024-03-24 20:30:05,555 - my_logger - INFO - 2024-03-25 15:19:02,000 - mmdet - INFO - Epoch [8][3350/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2919, loss_bbox: 0.5334, d0.loss_cls: 0.5071, d0.loss_bbox: 0.5633 d1.loss_cls: 0.3647, d1.loss_bbox: 0.3172 d2.loss_cls: 0.3151, d2.loss_bbox: 0.4079 d3.loss_cls: 0.3080, d3.loss_bbox: 0.5518 d4.loss_cls: 0.4011, d4.loss_bbox: 0.3750, loss: 4.2828, grad_norm: 58.5729
2024-03-24 20:30:05,555 - my_logger - INFO - 2024-03-25 15:21:02,000 - mmdet - INFO - Epoch [8][3400/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4390, loss_bbox: 0.4493, d0.loss_cls: 0.5460, d0.loss_bbox: 0.5985 d1.loss_cls: 0.3193, d1.loss_bbox: 0.3137 d2.loss_cls: 0.4678, d2.loss_bbox: 0.5112 d3.loss_cls: 0.4482, d3.loss_bbox: 0.3381 d4.loss_cls: 0.4389, d4.loss_bbox: 0.5225, loss: 4.7422, grad_norm: 54.4761
2024-03-24 20:30:05,555 - my_logger - INFO - 2024-03-25 15:23:02,000 - mmdet - INFO - Epoch [8][3450/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3734, loss_bbox: 0.4228, d0.loss_cls: 0.3458, d0.loss_bbox: 0.5571 d1.loss_cls: 0.3580, d1.loss_bbox: 0.3510 d2.loss_cls: 0.3137, d2.loss_bbox: 0.5894 d3.loss_cls: 0.3054, d3.loss_bbox: 0.3088 d4.loss_cls: 0.4789, d4.loss_bbox: 0.5352, loss: 3.5023, grad_norm: 51.2772
2024-03-24 20:30:05,556 - my_logger - INFO - 2024-03-25 15:25:02,000 - mmdet - INFO - Epoch [8][3500/3517][Batch size: 50]	lr: 3.915e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2825, loss_bbox: 0.5017, d0.loss_cls: 0.3233, d0.loss_bbox: 0.3275 d1.loss_cls: 0.5818, d1.loss_bbox: 0.5824 d2.loss_cls: 0.3187, d2.loss_bbox: 0.4409 d3.loss_cls: 0.3866, d3.loss_bbox: 0.4840 d4.loss_cls: 0.3574, d4.loss_bbox: 0.4412, loss: 3.5817, grad_norm: 59.3372
2024-03-24 20:30:05,556 - my_logger - INFO - 2024-03-25 15:27:02,000 - mmdet - INFO - Epoch [9][0/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5024, loss_bbox: 0.4560, d0.loss_cls: 0.4185, d0.loss_bbox: 0.4519 d1.loss_cls: 0.4840, d1.loss_bbox: 0.5163 d2.loss_cls: 0.5573, d2.loss_bbox: 0.3559 d3.loss_cls: 0.4529, d3.loss_bbox: 0.4839 d4.loss_cls: 0.5058, d4.loss_bbox: 0.3681, loss: 4.8920, grad_norm: 52.2072
2024-03-24 20:30:05,556 - my_logger - INFO - 2024-03-25 15:29:02,000 - mmdet - INFO - Epoch [9][50/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5186, loss_bbox: 0.3591, d0.loss_cls: 0.3397, d0.loss_bbox: 0.4833 d1.loss_cls: 0.3049, d1.loss_bbox: 0.4744 d2.loss_cls: 0.3366, d2.loss_bbox: 0.3717 d3.loss_cls: 0.5637, d3.loss_bbox: 0.5479 d4.loss_cls: 0.4815, d4.loss_bbox: 0.4835, loss: 3.7269, grad_norm: 58.9352
2024-03-24 20:30:05,557 - my_logger - INFO - 2024-03-25 15:31:02,000 - mmdet - INFO - Epoch [9][100/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3008, loss_bbox: 0.4157, d0.loss_cls: 0.4608, d0.loss_bbox: 0.3575 d1.loss_cls: 0.4282, d1.loss_bbox: 0.4600 d2.loss_cls: 0.3186, d2.loss_bbox: 0.3866 d3.loss_cls: 0.4424, d3.loss_bbox: 0.5102 d4.loss_cls: 0.5872, d4.loss_bbox: 0.5864, loss: 4.8810, grad_norm: 56.5296
2024-03-24 20:30:05,557 - my_logger - INFO - 2024-03-25 15:33:02,000 - mmdet - INFO - Epoch [9][150/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3386, loss_bbox: 0.4907, d0.loss_cls: 0.5450, d0.loss_bbox: 0.3495 d1.loss_cls: 0.4013, d1.loss_bbox: 0.3856 d2.loss_cls: 0.5299, d2.loss_bbox: 0.3518 d3.loss_cls: 0.4550, d3.loss_bbox: 0.4541 d4.loss_cls: 0.3903, d4.loss_bbox: 0.5441, loss: 3.5506, grad_norm: 55.4836
2024-03-24 20:30:05,557 - my_logger - INFO - 2024-03-25 15:35:02,000 - mmdet - INFO - Epoch [9][200/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2787, loss_bbox: 0.5444, d0.loss_cls: 0.3912, d0.loss_bbox: 0.3996 d1.loss_cls: 0.4891, d1.loss_bbox: 0.5504 d2.loss_cls: 0.5691, d2.loss_bbox: 0.3553 d3.loss_cls: 0.5725, d3.loss_bbox: 0.5940 d4.loss_cls: 0.3973, d4.loss_bbox: 0.5914, loss: 4.5664, grad_norm: 57.2970
2024-03-24 20:30:05,558 - my_logger - INFO - 2024-03-25 15:37:02,000 - mmdet - INFO - Epoch [9][250/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4725, loss_bbox: 0.4520, d0.loss_cls: 0.4924, d0.loss_bbox: 0.4076 d1.loss_cls: 0.3903, d1.loss_bbox: 0.3261 d2.loss_cls: 0.4653, d2.loss_bbox: 0.4406 d3.loss_cls: 0.3059, d3.loss_bbox: 0.5125 d4.loss_cls: 0.5770, d4.loss_bbox: 0.3484, loss: 3.9187, grad_norm: 53.8962
2024-03-24 20:30:05,558 - my_logger - INFO - 2024-03-25 15:39:02,000 - mmdet - INFO - Epoch [9][300/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3529, loss_bbox: 0.4501, d0.loss_cls: 0.3166, d0.loss_bbox: 0.3755 d1.loss_cls: 0.5308, d1.loss_bbox: 0.4488 d2.loss_cls: 0.3001, d2.loss_bbox: 0.5799 d3.loss_cls: 0.3869, d3.loss_bbox: 0.3298 d4.loss_cls: 0.4603, d4.loss_bbox: 0.3208, loss: 3.5139, grad_norm: 52.2199
2024-03-24 20:30:05,559 - my_logger - INFO - 2024-03-25 15:41:02,000 - mmdet - INFO - Epoch [9][350/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5225, loss_bbox: 0.4996, d0.loss_cls: 0.5904, d0.loss_bbox: 0.3879 d1.loss_cls: 0.3555, d1.loss_bbox: 0.3178 d2.loss_cls: 0.4336, d2.loss_bbox: 0.3272 d3.loss_cls: 0.5782, d3.loss_bbox: 0.5016 d4.loss_cls: 0.3738, d4.loss_bbox: 0.5746, loss: 3.5771, grad_norm: 57.7361
2024-03-24 20:30:05,559 - my_logger - INFO - 2024-03-25 15:43:02,000 - mmdet - INFO - Epoch [9][400/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2621, loss_bbox: 0.3786, d0.loss_cls: 0.3048, d0.loss_bbox: 0.3862 d1.loss_cls: 0.3615, d1.loss_bbox: 0.5997 d2.loss_cls: 0.4192, d2.loss_bbox: 0.5700 d3.loss_cls: 0.3110, d3.loss_bbox: 0.5486 d4.loss_cls: 0.4377, d4.loss_bbox: 0.3809, loss: 4.4937, grad_norm: 57.8189
2024-03-24 20:30:05,559 - my_logger - INFO - 2024-03-25 15:45:02,000 - mmdet - INFO - Epoch [9][450/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3481, loss_bbox: 0.3156, d0.loss_cls: 0.3293, d0.loss_bbox: 0.3953 d1.loss_cls: 0.3713, d1.loss_bbox: 0.5951 d2.loss_cls: 0.3676, d2.loss_bbox: 0.5878 d3.loss_cls: 0.3959, d3.loss_bbox: 0.5760 d4.loss_cls: 0.5954, d4.loss_bbox: 0.4283, loss: 4.1662, grad_norm: 55.2377
2024-03-24 20:30:05,560 - my_logger - INFO - 2024-03-25 15:47:02,000 - mmdet - INFO - Epoch [9][500/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4020, loss_bbox: 0.3296, d0.loss_cls: 0.3217, d0.loss_bbox: 0.4921 d1.loss_cls: 0.3953, d1.loss_bbox: 0.3748 d2.loss_cls: 0.3588, d2.loss_bbox: 0.3131 d3.loss_cls: 0.3741, d3.loss_bbox: 0.3768 d4.loss_cls: 0.3748, d4.loss_bbox: 0.4004, loss: 3.5312, grad_norm: 51.7988
2024-03-24 20:30:05,560 - my_logger - INFO - 2024-03-25 15:49:02,000 - mmdet - INFO - Epoch [9][550/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5767, loss_bbox: 0.5331, d0.loss_cls: 0.5882, d0.loss_bbox: 0.4577 d1.loss_cls: 0.4339, d1.loss_bbox: 0.4343 d2.loss_cls: 0.4112, d2.loss_bbox: 0.5202 d3.loss_cls: 0.5076, d3.loss_bbox: 0.5915 d4.loss_cls: 0.3121, d4.loss_bbox: 0.5173, loss: 4.6313, grad_norm: 58.2306
2024-03-24 20:30:05,561 - my_logger - INFO - 2024-03-25 15:51:02,000 - mmdet - INFO - Epoch [9][600/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5561, loss_bbox: 0.5706, d0.loss_cls: 0.3979, d0.loss_bbox: 0.4517 d1.loss_cls: 0.5978, d1.loss_bbox: 0.4690 d2.loss_cls: 0.4437, d2.loss_bbox: 0.3329 d3.loss_cls: 0.5979, d3.loss_bbox: 0.4202 d4.loss_cls: 0.3212, d4.loss_bbox: 0.3912, loss: 4.3840, grad_norm: 54.1809
2024-03-24 20:30:05,561 - my_logger - INFO - 2024-03-25 15:53:02,000 - mmdet - INFO - Epoch [9][650/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4613, loss_bbox: 0.4225, d0.loss_cls: 0.4824, d0.loss_bbox: 0.3631 d1.loss_cls: 0.5907, d1.loss_bbox: 0.4286 d2.loss_cls: 0.3932, d2.loss_bbox: 0.5180 d3.loss_cls: 0.5453, d3.loss_bbox: 0.4297 d4.loss_cls: 0.3540, d4.loss_bbox: 0.4495, loss: 4.9930, grad_norm: 50.2941
2024-03-24 20:30:05,562 - my_logger - INFO - 2024-03-25 15:55:02,000 - mmdet - INFO - Epoch [9][700/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3736, loss_bbox: 0.3325, d0.loss_cls: 0.4424, d0.loss_bbox: 0.3716 d1.loss_cls: 0.4868, d1.loss_bbox: 0.5944 d2.loss_cls: 0.5780, d2.loss_bbox: 0.5440 d3.loss_cls: 0.4363, d3.loss_bbox: 0.4712 d4.loss_cls: 0.3160, d4.loss_bbox: 0.4200, loss: 4.7097, grad_norm: 52.8169
2024-03-24 20:30:05,568 - my_logger - INFO - 2024-03-25 15:57:02,000 - mmdet - INFO - Epoch [9][750/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4899, loss_bbox: 0.5298, d0.loss_cls: 0.4625, d0.loss_bbox: 0.4126 d1.loss_cls: 0.5047, d1.loss_bbox: 0.5623 d2.loss_cls: 0.5714, d2.loss_bbox: 0.4539 d3.loss_cls: 0.3348, d3.loss_bbox: 0.5415 d4.loss_cls: 0.5045, d4.loss_bbox: 0.4851, loss: 3.9057, grad_norm: 51.8084
2024-03-24 20:30:05,568 - my_logger - INFO - 2024-03-25 15:59:02,000 - mmdet - INFO - Epoch [9][800/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4787, loss_bbox: 0.3665, d0.loss_cls: 0.3290, d0.loss_bbox: 0.4272 d1.loss_cls: 0.4524, d1.loss_bbox: 0.5970 d2.loss_cls: 0.5218, d2.loss_bbox: 0.4900 d3.loss_cls: 0.4943, d3.loss_bbox: 0.5423 d4.loss_cls: 0.4299, d4.loss_bbox: 0.3358, loss: 3.6416, grad_norm: 50.7497
2024-03-24 20:30:05,568 - my_logger - INFO - 2024-03-25 16:01:02,000 - mmdet - INFO - Epoch [9][850/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4120, loss_bbox: 0.5823, d0.loss_cls: 0.5474, d0.loss_bbox: 0.3138 d1.loss_cls: 0.4010, d1.loss_bbox: 0.5092 d2.loss_cls: 0.5207, d2.loss_bbox: 0.5921 d3.loss_cls: 0.3056, d3.loss_bbox: 0.3528 d4.loss_cls: 0.4135, d4.loss_bbox: 0.3952, loss: 4.9905, grad_norm: 53.3729
2024-03-24 20:30:05,569 - my_logger - INFO - 2024-03-25 16:03:02,000 - mmdet - INFO - Epoch [9][900/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4698, loss_bbox: 0.5616, d0.loss_cls: 0.5153, d0.loss_bbox: 0.4489 d1.loss_cls: 0.3933, d1.loss_bbox: 0.4819 d2.loss_cls: 0.4661, d2.loss_bbox: 0.3049 d3.loss_cls: 0.3958, d3.loss_bbox: 0.4537 d4.loss_cls: 0.3307, d4.loss_bbox: 0.5105, loss: 4.8553, grad_norm: 53.6624
2024-03-24 20:30:05,569 - my_logger - INFO - 2024-03-25 16:05:02,000 - mmdet - INFO - Epoch [9][950/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2742, loss_bbox: 0.5250, d0.loss_cls: 0.3400, d0.loss_bbox: 0.5234 d1.loss_cls: 0.5700, d1.loss_bbox: 0.4226 d2.loss_cls: 0.3057, d2.loss_bbox: 0.5204 d3.loss_cls: 0.5626, d3.loss_bbox: 0.5166 d4.loss_cls: 0.3555, d4.loss_bbox: 0.3597, loss: 3.6499, grad_norm: 53.8167
2024-03-24 20:30:05,570 - my_logger - INFO - 2024-03-25 16:07:02,000 - mmdet - INFO - Epoch [9][1000/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3854, loss_bbox: 0.5077, d0.loss_cls: 0.3421, d0.loss_bbox: 0.5949 d1.loss_cls: 0.3755, d1.loss_bbox: 0.5144 d2.loss_cls: 0.5459, d2.loss_bbox: 0.4701 d3.loss_cls: 0.5159, d3.loss_bbox: 0.5500 d4.loss_cls: 0.3325, d4.loss_bbox: 0.5462, loss: 3.6073, grad_norm: 59.1139
2024-03-24 20:30:05,570 - my_logger - INFO - 2024-03-25 16:09:02,000 - mmdet - INFO - Epoch [9][1050/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5979, loss_bbox: 0.4345, d0.loss_cls: 0.3014, d0.loss_bbox: 0.4776 d1.loss_cls: 0.3683, d1.loss_bbox: 0.5426 d2.loss_cls: 0.4675, d2.loss_bbox: 0.5986 d3.loss_cls: 0.3452, d3.loss_bbox: 0.4011 d4.loss_cls: 0.5886, d4.loss_bbox: 0.4264, loss: 4.9761, grad_norm: 55.0434
2024-03-24 20:30:05,570 - my_logger - INFO - 2024-03-25 16:11:02,000 - mmdet - INFO - Epoch [9][1100/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3870, loss_bbox: 0.4478, d0.loss_cls: 0.4649, d0.loss_bbox: 0.5223 d1.loss_cls: 0.3691, d1.loss_bbox: 0.4265 d2.loss_cls: 0.3051, d2.loss_bbox: 0.5103 d3.loss_cls: 0.5869, d3.loss_bbox: 0.3346 d4.loss_cls: 0.3505, d4.loss_bbox: 0.3106, loss: 4.7146, grad_norm: 50.2483
2024-03-24 20:30:05,571 - my_logger - INFO - 2024-03-25 16:13:02,000 - mmdet - INFO - Epoch [9][1150/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5538, loss_bbox: 0.5253, d0.loss_cls: 0.4793, d0.loss_bbox: 0.3242 d1.loss_cls: 0.3876, d1.loss_bbox: 0.4075 d2.loss_cls: 0.5499, d2.loss_bbox: 0.4511 d3.loss_cls: 0.4165, d3.loss_bbox: 0.3333 d4.loss_cls: 0.3338, d4.loss_bbox: 0.5830, loss: 4.7354, grad_norm: 53.4961
2024-03-24 20:30:05,571 - my_logger - INFO - 2024-03-25 16:15:02,000 - mmdet - INFO - Epoch [9][1200/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4549, loss_bbox: 0.3212, d0.loss_cls: 0.4154, d0.loss_bbox: 0.4414 d1.loss_cls: 0.4024, d1.loss_bbox: 0.5772 d2.loss_cls: 0.3205, d2.loss_bbox: 0.4824 d3.loss_cls: 0.5930, d3.loss_bbox: 0.5520 d4.loss_cls: 0.3178, d4.loss_bbox: 0.4336, loss: 3.5808, grad_norm: 59.7999
2024-03-24 20:30:05,571 - my_logger - INFO - 2024-03-25 16:17:02,000 - mmdet - INFO - Epoch [9][1250/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4187, loss_bbox: 0.4316, d0.loss_cls: 0.5062, d0.loss_bbox: 0.3031 d1.loss_cls: 0.5504, d1.loss_bbox: 0.4229 d2.loss_cls: 0.4671, d2.loss_bbox: 0.4473 d3.loss_cls: 0.5357, d3.loss_bbox: 0.3433 d4.loss_cls: 0.3659, d4.loss_bbox: 0.3576, loss: 4.0124, grad_norm: 58.8641
2024-03-24 20:30:05,572 - my_logger - INFO - 2024-03-25 16:19:02,000 - mmdet - INFO - Epoch [9][1300/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3186, loss_bbox: 0.5444, d0.loss_cls: 0.5431, d0.loss_bbox: 0.3693 d1.loss_cls: 0.4596, d1.loss_bbox: 0.5243 d2.loss_cls: 0.4549, d2.loss_bbox: 0.5100 d3.loss_cls: 0.3933, d3.loss_bbox: 0.5530 d4.loss_cls: 0.3025, d4.loss_bbox: 0.4896, loss: 4.3363, grad_norm: 51.4654
2024-03-24 20:30:05,572 - my_logger - INFO - 2024-03-25 16:21:02,000 - mmdet - INFO - Epoch [9][1350/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5927, loss_bbox: 0.3674, d0.loss_cls: 0.3214, d0.loss_bbox: 0.3869 d1.loss_cls: 0.4049, d1.loss_bbox: 0.3218 d2.loss_cls: 0.4070, d2.loss_bbox: 0.4931 d3.loss_cls: 0.3646, d3.loss_bbox: 0.3278 d4.loss_cls: 0.4297, d4.loss_bbox: 0.5230, loss: 4.5912, grad_norm: 50.4415
2024-03-24 20:30:05,572 - my_logger - INFO - 2024-03-25 16:23:02,000 - mmdet - INFO - Epoch [9][1400/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2874, loss_bbox: 0.4539, d0.loss_cls: 0.3318, d0.loss_bbox: 0.4734 d1.loss_cls: 0.4242, d1.loss_bbox: 0.5869 d2.loss_cls: 0.3122, d2.loss_bbox: 0.5115 d3.loss_cls: 0.4785, d3.loss_bbox: 0.5853 d4.loss_cls: 0.4918, d4.loss_bbox: 0.5829, loss: 4.5731, grad_norm: 53.2389
2024-03-24 20:30:05,573 - my_logger - INFO - 2024-03-25 16:25:02,000 - mmdet - INFO - Epoch [9][1450/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4920, loss_bbox: 0.3712, d0.loss_cls: 0.3832, d0.loss_bbox: 0.5653 d1.loss_cls: 0.4514, d1.loss_bbox: 0.3779 d2.loss_cls: 0.3065, d2.loss_bbox: 0.5322 d3.loss_cls: 0.5656, d3.loss_bbox: 0.4571 d4.loss_cls: 0.4156, d4.loss_bbox: 0.5704, loss: 4.3882, grad_norm: 50.1320
2024-03-24 20:30:05,573 - my_logger - INFO - 2024-03-25 16:27:02,000 - mmdet - INFO - Epoch [9][1500/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4773, loss_bbox: 0.5812, d0.loss_cls: 0.5988, d0.loss_bbox: 0.3900 d1.loss_cls: 0.4889, d1.loss_bbox: 0.4296 d2.loss_cls: 0.3901, d2.loss_bbox: 0.3307 d3.loss_cls: 0.4260, d3.loss_bbox: 0.4112 d4.loss_cls: 0.5946, d4.loss_bbox: 0.5748, loss: 4.9512, grad_norm: 53.0395
2024-03-24 20:30:05,574 - my_logger - INFO - 2024-03-25 16:29:02,000 - mmdet - INFO - Epoch [9][1550/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3347, loss_bbox: 0.5703, d0.loss_cls: 0.4344, d0.loss_bbox: 0.4302 d1.loss_cls: 0.4709, d1.loss_bbox: 0.3059 d2.loss_cls: 0.3334, d2.loss_bbox: 0.5404 d3.loss_cls: 0.4155, d3.loss_bbox: 0.3031 d4.loss_cls: 0.5748, d4.loss_bbox: 0.4391, loss: 4.6156, grad_norm: 57.1050
2024-03-24 20:30:05,574 - my_logger - INFO - 2024-03-25 16:31:02,000 - mmdet - INFO - Epoch [9][1600/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4821, loss_bbox: 0.5542, d0.loss_cls: 0.5567, d0.loss_bbox: 0.4819 d1.loss_cls: 0.3909, d1.loss_bbox: 0.5465 d2.loss_cls: 0.4077, d2.loss_bbox: 0.3137 d3.loss_cls: 0.4807, d3.loss_bbox: 0.3170 d4.loss_cls: 0.5796, d4.loss_bbox: 0.5605, loss: 3.8130, grad_norm: 55.6590
2024-03-24 20:30:05,574 - my_logger - INFO - 2024-03-25 16:33:02,000 - mmdet - INFO - Epoch [9][1650/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2502, loss_bbox: 0.5594, d0.loss_cls: 0.5976, d0.loss_bbox: 0.5601 d1.loss_cls: 0.3889, d1.loss_bbox: 0.5047 d2.loss_cls: 0.3302, d2.loss_bbox: 0.3098 d3.loss_cls: 0.3601, d3.loss_bbox: 0.5534 d4.loss_cls: 0.3214, d4.loss_bbox: 0.5853, loss: 3.9532, grad_norm: 55.5178
2024-03-24 20:30:05,575 - my_logger - INFO - 2024-03-25 16:35:02,000 - mmdet - INFO - Epoch [9][1700/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2906, loss_bbox: 0.3977, d0.loss_cls: 0.5104, d0.loss_bbox: 0.3388 d1.loss_cls: 0.3735, d1.loss_bbox: 0.3482 d2.loss_cls: 0.3468, d2.loss_bbox: 0.4681 d3.loss_cls: 0.3490, d3.loss_bbox: 0.5391 d4.loss_cls: 0.5379, d4.loss_bbox: 0.5357, loss: 4.5362, grad_norm: 55.1108
2024-03-24 20:30:05,575 - my_logger - INFO - 2024-03-25 16:37:02,000 - mmdet - INFO - Epoch [9][1750/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5692, loss_bbox: 0.4911, d0.loss_cls: 0.3692, d0.loss_bbox: 0.3518 d1.loss_cls: 0.5862, d1.loss_bbox: 0.5194 d2.loss_cls: 0.5582, d2.loss_bbox: 0.3977 d3.loss_cls: 0.5441, d3.loss_bbox: 0.3013 d4.loss_cls: 0.3571, d4.loss_bbox: 0.5807, loss: 4.2793, grad_norm: 55.1977
2024-03-24 20:30:05,576 - my_logger - INFO - 2024-03-25 16:39:02,000 - mmdet - INFO - Epoch [9][1800/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3261, loss_bbox: 0.4261, d0.loss_cls: 0.4882, d0.loss_bbox: 0.3799 d1.loss_cls: 0.5603, d1.loss_bbox: 0.3219 d2.loss_cls: 0.4279, d2.loss_bbox: 0.4898 d3.loss_cls: 0.5143, d3.loss_bbox: 0.4140 d4.loss_cls: 0.5853, d4.loss_bbox: 0.5710, loss: 4.4216, grad_norm: 52.0390
2024-03-24 20:30:05,576 - my_logger - INFO - 2024-03-25 16:41:02,000 - mmdet - INFO - Epoch [9][1850/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5021, loss_bbox: 0.4302, d0.loss_cls: 0.4490, d0.loss_bbox: 0.5723 d1.loss_cls: 0.3439, d1.loss_bbox: 0.4796 d2.loss_cls: 0.5192, d2.loss_bbox: 0.5500 d3.loss_cls: 0.5910, d3.loss_bbox: 0.5423 d4.loss_cls: 0.3148, d4.loss_bbox: 0.4341, loss: 4.5685, grad_norm: 55.2751
2024-03-24 20:30:05,576 - my_logger - INFO - 2024-03-25 16:43:02,000 - mmdet - INFO - Epoch [9][1900/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4184, loss_bbox: 0.3083, d0.loss_cls: 0.5374, d0.loss_bbox: 0.3326 d1.loss_cls: 0.3760, d1.loss_bbox: 0.5397 d2.loss_cls: 0.5379, d2.loss_bbox: 0.4187 d3.loss_cls: 0.5048, d3.loss_bbox: 0.5060 d4.loss_cls: 0.5857, d4.loss_bbox: 0.4213, loss: 4.8888, grad_norm: 59.6337
2024-03-24 20:30:05,577 - my_logger - INFO - 2024-03-25 16:45:02,000 - mmdet - INFO - Epoch [9][1950/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3140, loss_bbox: 0.3743, d0.loss_cls: 0.5498, d0.loss_bbox: 0.3158 d1.loss_cls: 0.3702, d1.loss_bbox: 0.5260 d2.loss_cls: 0.3835, d2.loss_bbox: 0.3440 d3.loss_cls: 0.4856, d3.loss_bbox: 0.3941 d4.loss_cls: 0.4326, d4.loss_bbox: 0.5805, loss: 4.3960, grad_norm: 51.1099
2024-03-24 20:30:05,577 - my_logger - INFO - 2024-03-25 16:47:02,000 - mmdet - INFO - Epoch [9][2000/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4896, loss_bbox: 0.5734, d0.loss_cls: 0.5657, d0.loss_bbox: 0.4483 d1.loss_cls: 0.3533, d1.loss_bbox: 0.4371 d2.loss_cls: 0.3812, d2.loss_bbox: 0.4073 d3.loss_cls: 0.3514, d3.loss_bbox: 0.5817 d4.loss_cls: 0.5194, d4.loss_bbox: 0.5007, loss: 4.1883, grad_norm: 50.8043
2024-03-24 20:30:05,578 - my_logger - INFO - 2024-03-25 16:49:02,000 - mmdet - INFO - Epoch [9][2050/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3183, loss_bbox: 0.3785, d0.loss_cls: 0.5190, d0.loss_bbox: 0.4852 d1.loss_cls: 0.4820, d1.loss_bbox: 0.4726 d2.loss_cls: 0.5670, d2.loss_bbox: 0.5027 d3.loss_cls: 0.3145, d3.loss_bbox: 0.4407 d4.loss_cls: 0.4526, d4.loss_bbox: 0.3549, loss: 4.6037, grad_norm: 57.2522
2024-03-24 20:30:05,585 - my_logger - INFO - 2024-03-25 16:51:02,000 - mmdet - INFO - Epoch [9][2100/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2725, loss_bbox: 0.3215, d0.loss_cls: 0.3226, d0.loss_bbox: 0.3611 d1.loss_cls: 0.3715, d1.loss_bbox: 0.5243 d2.loss_cls: 0.4283, d2.loss_bbox: 0.5782 d3.loss_cls: 0.3412, d3.loss_bbox: 0.5017 d4.loss_cls: 0.5728, d4.loss_bbox: 0.4179, loss: 4.9684, grad_norm: 52.8762
2024-03-24 20:30:05,586 - my_logger - INFO - 2024-03-25 16:53:02,000 - mmdet - INFO - Epoch [9][2150/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4327, loss_bbox: 0.5366, d0.loss_cls: 0.3284, d0.loss_bbox: 0.4717 d1.loss_cls: 0.5476, d1.loss_bbox: 0.3446 d2.loss_cls: 0.4981, d2.loss_bbox: 0.4535 d3.loss_cls: 0.3239, d3.loss_bbox: 0.3464 d4.loss_cls: 0.4229, d4.loss_bbox: 0.4434, loss: 3.8783, grad_norm: 57.9134
2024-03-24 20:30:05,588 - my_logger - INFO - 2024-03-25 16:55:02,000 - mmdet - INFO - Epoch [9][2200/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3669, loss_bbox: 0.5646, d0.loss_cls: 0.3628, d0.loss_bbox: 0.3532 d1.loss_cls: 0.4472, d1.loss_bbox: 0.3299 d2.loss_cls: 0.5375, d2.loss_bbox: 0.4482 d3.loss_cls: 0.5546, d3.loss_bbox: 0.4419 d4.loss_cls: 0.5870, d4.loss_bbox: 0.4695, loss: 4.0924, grad_norm: 55.9271
2024-03-24 20:30:05,588 - my_logger - INFO - 2024-03-25 16:57:02,000 - mmdet - INFO - Epoch [9][2250/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3715, loss_bbox: 0.4305, d0.loss_cls: 0.3990, d0.loss_bbox: 0.4342 d1.loss_cls: 0.4589, d1.loss_bbox: 0.4218 d2.loss_cls: 0.5094, d2.loss_bbox: 0.5045 d3.loss_cls: 0.5479, d3.loss_bbox: 0.3162 d4.loss_cls: 0.4495, d4.loss_bbox: 0.5528, loss: 3.8922, grad_norm: 50.9325
2024-03-24 20:30:05,589 - my_logger - INFO - 2024-03-25 16:59:02,000 - mmdet - INFO - Epoch [9][2300/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3274, loss_bbox: 0.5985, d0.loss_cls: 0.3065, d0.loss_bbox: 0.4813 d1.loss_cls: 0.5119, d1.loss_bbox: 0.4987 d2.loss_cls: 0.5439, d2.loss_bbox: 0.3457 d3.loss_cls: 0.5939, d3.loss_bbox: 0.4170 d4.loss_cls: 0.4666, d4.loss_bbox: 0.5181, loss: 3.5413, grad_norm: 52.0044
2024-03-24 20:30:05,589 - my_logger - INFO - 2024-03-25 17:01:02,000 - mmdet - INFO - Epoch [9][2350/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5511, loss_bbox: 0.4172, d0.loss_cls: 0.3065, d0.loss_bbox: 0.4414 d1.loss_cls: 0.3877, d1.loss_bbox: 0.3318 d2.loss_cls: 0.5730, d2.loss_bbox: 0.4106 d3.loss_cls: 0.3516, d3.loss_bbox: 0.3882 d4.loss_cls: 0.3846, d4.loss_bbox: 0.5347, loss: 4.8355, grad_norm: 57.6889
2024-03-24 20:30:05,589 - my_logger - INFO - 2024-03-25 17:03:02,000 - mmdet - INFO - Epoch [9][2400/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3873, loss_bbox: 0.4921, d0.loss_cls: 0.5767, d0.loss_bbox: 0.3202 d1.loss_cls: 0.5506, d1.loss_bbox: 0.3007 d2.loss_cls: 0.4311, d2.loss_bbox: 0.4477 d3.loss_cls: 0.3749, d3.loss_bbox: 0.4288 d4.loss_cls: 0.4622, d4.loss_bbox: 0.3697, loss: 4.7471, grad_norm: 57.4771
2024-03-24 20:30:05,590 - my_logger - INFO - 2024-03-25 17:05:02,000 - mmdet - INFO - Epoch [9][2450/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5399, loss_bbox: 0.5664, d0.loss_cls: 0.5163, d0.loss_bbox: 0.3601 d1.loss_cls: 0.3601, d1.loss_bbox: 0.3007 d2.loss_cls: 0.5317, d2.loss_bbox: 0.3973 d3.loss_cls: 0.4850, d3.loss_bbox: 0.5190 d4.loss_cls: 0.4429, d4.loss_bbox: 0.4827, loss: 4.9962, grad_norm: 56.6433
2024-03-24 20:30:05,590 - my_logger - INFO - 2024-03-25 17:07:02,000 - mmdet - INFO - Epoch [9][2500/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5619, loss_bbox: 0.4945, d0.loss_cls: 0.4734, d0.loss_bbox: 0.4568 d1.loss_cls: 0.3048, d1.loss_bbox: 0.4188 d2.loss_cls: 0.5844, d2.loss_bbox: 0.5438 d3.loss_cls: 0.5380, d3.loss_bbox: 0.3637 d4.loss_cls: 0.4558, d4.loss_bbox: 0.3760, loss: 4.7114, grad_norm: 54.2424
2024-03-24 20:30:05,590 - my_logger - INFO - 2024-03-25 17:09:02,000 - mmdet - INFO - Epoch [9][2550/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4501, loss_bbox: 0.3499, d0.loss_cls: 0.5725, d0.loss_bbox: 0.3879 d1.loss_cls: 0.5931, d1.loss_bbox: 0.4766 d2.loss_cls: 0.4911, d2.loss_bbox: 0.4698 d3.loss_cls: 0.3483, d3.loss_bbox: 0.5111 d4.loss_cls: 0.5233, d4.loss_bbox: 0.5254, loss: 3.9775, grad_norm: 57.9685
2024-03-24 20:30:05,591 - my_logger - INFO - 2024-03-25 17:11:02,000 - mmdet - INFO - Epoch [9][2600/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3591, loss_bbox: 0.3858, d0.loss_cls: 0.5379, d0.loss_bbox: 0.5241 d1.loss_cls: 0.3271, d1.loss_bbox: 0.3651 d2.loss_cls: 0.5875, d2.loss_bbox: 0.3396 d3.loss_cls: 0.4068, d3.loss_bbox: 0.5409 d4.loss_cls: 0.3600, d4.loss_bbox: 0.3727, loss: 4.0583, grad_norm: 52.0483
2024-03-24 20:30:05,591 - my_logger - INFO - 2024-03-25 17:13:02,000 - mmdet - INFO - Epoch [9][2650/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5010, loss_bbox: 0.4460, d0.loss_cls: 0.5449, d0.loss_bbox: 0.5495 d1.loss_cls: 0.5681, d1.loss_bbox: 0.5045 d2.loss_cls: 0.5972, d2.loss_bbox: 0.5376 d3.loss_cls: 0.3148, d3.loss_bbox: 0.4625 d4.loss_cls: 0.4792, d4.loss_bbox: 0.5611, loss: 4.8098, grad_norm: 59.7780
2024-03-24 20:30:05,591 - my_logger - INFO - 2024-03-25 17:15:02,000 - mmdet - INFO - Epoch [9][2700/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4730, loss_bbox: 0.3880, d0.loss_cls: 0.5000, d0.loss_bbox: 0.3176 d1.loss_cls: 0.5864, d1.loss_bbox: 0.3666 d2.loss_cls: 0.5677, d2.loss_bbox: 0.3163 d3.loss_cls: 0.4922, d3.loss_bbox: 0.5139 d4.loss_cls: 0.4071, d4.loss_bbox: 0.3751, loss: 4.2987, grad_norm: 57.6881
2024-03-24 20:30:05,592 - my_logger - INFO - 2024-03-25 17:17:02,000 - mmdet - INFO - Epoch [9][2750/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4420, loss_bbox: 0.3651, d0.loss_cls: 0.4594, d0.loss_bbox: 0.4382 d1.loss_cls: 0.3451, d1.loss_bbox: 0.4641 d2.loss_cls: 0.5191, d2.loss_bbox: 0.4874 d3.loss_cls: 0.4483, d3.loss_bbox: 0.5674 d4.loss_cls: 0.3262, d4.loss_bbox: 0.3935, loss: 4.0389, grad_norm: 58.8002
2024-03-24 20:30:05,592 - my_logger - INFO - 2024-03-25 17:19:02,000 - mmdet - INFO - Epoch [9][2800/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4957, loss_bbox: 0.4032, d0.loss_cls: 0.5395, d0.loss_bbox: 0.5999 d1.loss_cls: 0.5054, d1.loss_bbox: 0.5982 d2.loss_cls: 0.3005, d2.loss_bbox: 0.4423 d3.loss_cls: 0.3715, d3.loss_bbox: 0.4319 d4.loss_cls: 0.4262, d4.loss_bbox: 0.5920, loss: 4.8643, grad_norm: 56.3937
2024-03-24 20:30:05,593 - my_logger - INFO - 2024-03-25 17:21:02,000 - mmdet - INFO - Epoch [9][2850/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2739, loss_bbox: 0.4776, d0.loss_cls: 0.4899, d0.loss_bbox: 0.5056 d1.loss_cls: 0.5411, d1.loss_bbox: 0.3800 d2.loss_cls: 0.3691, d2.loss_bbox: 0.4744 d3.loss_cls: 0.3271, d3.loss_bbox: 0.5891 d4.loss_cls: 0.5322, d4.loss_bbox: 0.5870, loss: 3.6766, grad_norm: 53.8976
2024-03-24 20:30:05,593 - my_logger - INFO - 2024-03-25 17:23:02,000 - mmdet - INFO - Epoch [9][2900/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4252, loss_bbox: 0.5200, d0.loss_cls: 0.4024, d0.loss_bbox: 0.3851 d1.loss_cls: 0.5495, d1.loss_bbox: 0.5821 d2.loss_cls: 0.3368, d2.loss_bbox: 0.3005 d3.loss_cls: 0.5110, d3.loss_bbox: 0.3440 d4.loss_cls: 0.5017, d4.loss_bbox: 0.3307, loss: 3.5493, grad_norm: 50.7615
2024-03-24 20:30:05,594 - my_logger - INFO - 2024-03-25 17:25:02,000 - mmdet - INFO - Epoch [9][2950/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5010, loss_bbox: 0.5285, d0.loss_cls: 0.5046, d0.loss_bbox: 0.4885 d1.loss_cls: 0.5289, d1.loss_bbox: 0.5783 d2.loss_cls: 0.5999, d2.loss_bbox: 0.5189 d3.loss_cls: 0.3703, d3.loss_bbox: 0.5106 d4.loss_cls: 0.4534, d4.loss_bbox: 0.5810, loss: 4.2905, grad_norm: 58.2726
2024-03-24 20:30:05,601 - my_logger - INFO - 2024-03-25 17:27:02,000 - mmdet - INFO - Epoch [9][3000/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5639, loss_bbox: 0.3714, d0.loss_cls: 0.4941, d0.loss_bbox: 0.5866 d1.loss_cls: 0.5509, d1.loss_bbox: 0.3049 d2.loss_cls: 0.4729, d2.loss_bbox: 0.4792 d3.loss_cls: 0.3878, d3.loss_bbox: 0.3161 d4.loss_cls: 0.3276, d4.loss_bbox: 0.3951, loss: 4.2208, grad_norm: 51.0534
2024-03-24 20:30:05,602 - my_logger - INFO - 2024-03-25 17:29:02,000 - mmdet - INFO - Epoch [9][3050/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4606, loss_bbox: 0.3840, d0.loss_cls: 0.4854, d0.loss_bbox: 0.5571 d1.loss_cls: 0.3275, d1.loss_bbox: 0.3680 d2.loss_cls: 0.4259, d2.loss_bbox: 0.5350 d3.loss_cls: 0.3398, d3.loss_bbox: 0.3075 d4.loss_cls: 0.4605, d4.loss_bbox: 0.3256, loss: 4.3779, grad_norm: 50.0024
2024-03-24 20:30:05,604 - my_logger - INFO - 2024-03-25 17:31:02,000 - mmdet - INFO - Epoch [9][3100/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3267, loss_bbox: 0.5491, d0.loss_cls: 0.4436, d0.loss_bbox: 0.5374 d1.loss_cls: 0.5924, d1.loss_bbox: 0.4964 d2.loss_cls: 0.3040, d2.loss_bbox: 0.5207 d3.loss_cls: 0.4880, d3.loss_bbox: 0.5857 d4.loss_cls: 0.5333, d4.loss_bbox: 0.4172, loss: 4.6259, grad_norm: 50.5343
2024-03-24 20:30:05,605 - my_logger - INFO - 2024-03-25 17:33:02,000 - mmdet - INFO - Epoch [9][3150/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3842, loss_bbox: 0.4118, d0.loss_cls: 0.4302, d0.loss_bbox: 0.4425 d1.loss_cls: 0.3723, d1.loss_bbox: 0.4300 d2.loss_cls: 0.4900, d2.loss_bbox: 0.3545 d3.loss_cls: 0.5763, d3.loss_bbox: 0.3694 d4.loss_cls: 0.5221, d4.loss_bbox: 0.4875, loss: 4.3551, grad_norm: 57.8625
2024-03-24 20:30:05,605 - my_logger - INFO - 2024-03-25 17:35:02,000 - mmdet - INFO - Epoch [9][3200/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2638, loss_bbox: 0.3192, d0.loss_cls: 0.5989, d0.loss_bbox: 0.5471 d1.loss_cls: 0.3806, d1.loss_bbox: 0.4460 d2.loss_cls: 0.3334, d2.loss_bbox: 0.5413 d3.loss_cls: 0.5544, d3.loss_bbox: 0.4894 d4.loss_cls: 0.5928, d4.loss_bbox: 0.4928, loss: 4.7517, grad_norm: 56.5691
2024-03-24 20:30:05,605 - my_logger - INFO - 2024-03-25 17:37:02,000 - mmdet - INFO - Epoch [9][3250/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3332, loss_bbox: 0.4735, d0.loss_cls: 0.4844, d0.loss_bbox: 0.3583 d1.loss_cls: 0.4000, d1.loss_bbox: 0.3739 d2.loss_cls: 0.3996, d2.loss_bbox: 0.5217 d3.loss_cls: 0.4489, d3.loss_bbox: 0.4351 d4.loss_cls: 0.4568, d4.loss_bbox: 0.5548, loss: 4.6463, grad_norm: 53.6415
2024-03-24 20:30:05,606 - my_logger - INFO - 2024-03-25 17:39:02,000 - mmdet - INFO - Epoch [9][3300/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4310, loss_bbox: 0.5320, d0.loss_cls: 0.4492, d0.loss_bbox: 0.4889 d1.loss_cls: 0.3247, d1.loss_bbox: 0.3719 d2.loss_cls: 0.5284, d2.loss_bbox: 0.5859 d3.loss_cls: 0.3657, d3.loss_bbox: 0.5788 d4.loss_cls: 0.5879, d4.loss_bbox: 0.4664, loss: 4.8821, grad_norm: 54.6635
2024-03-24 20:30:05,606 - my_logger - INFO - 2024-03-25 17:41:02,000 - mmdet - INFO - Epoch [9][3350/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5295, loss_bbox: 0.3337, d0.loss_cls: 0.3445, d0.loss_bbox: 0.4850 d1.loss_cls: 0.4483, d1.loss_bbox: 0.4681 d2.loss_cls: 0.3179, d2.loss_bbox: 0.5160 d3.loss_cls: 0.5301, d3.loss_bbox: 0.4280 d4.loss_cls: 0.5147, d4.loss_bbox: 0.3808, loss: 4.8249, grad_norm: 59.6045
2024-03-24 20:30:05,606 - my_logger - INFO - 2024-03-25 17:43:02,000 - mmdet - INFO - Epoch [9][3400/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4892, loss_bbox: 0.4914, d0.loss_cls: 0.4946, d0.loss_bbox: 0.3003 d1.loss_cls: 0.3296, d1.loss_bbox: 0.5250 d2.loss_cls: 0.4041, d2.loss_bbox: 0.5967 d3.loss_cls: 0.4106, d3.loss_bbox: 0.5231 d4.loss_cls: 0.3929, d4.loss_bbox: 0.4845, loss: 3.6556, grad_norm: 55.3781
2024-03-24 20:30:05,607 - my_logger - INFO - 2024-03-25 17:45:02,000 - mmdet - INFO - Epoch [9][3450/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5658, loss_bbox: 0.3335, d0.loss_cls: 0.4528, d0.loss_bbox: 0.3503 d1.loss_cls: 0.3566, d1.loss_bbox: 0.4609 d2.loss_cls: 0.3893, d2.loss_bbox: 0.5303 d3.loss_cls: 0.5525, d3.loss_bbox: 0.5659 d4.loss_cls: 0.3560, d4.loss_bbox: 0.4469, loss: 4.8283, grad_norm: 57.4833
2024-03-24 20:30:05,607 - my_logger - INFO - 2024-03-25 17:47:02,000 - mmdet - INFO - Epoch [9][3500/3517][Batch size: 50]	lr: 3.719e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5831, loss_bbox: 0.3126, d0.loss_cls: 0.4089, d0.loss_bbox: 0.3807 d1.loss_cls: 0.4256, d1.loss_bbox: 0.4495 d2.loss_cls: 0.4983, d2.loss_bbox: 0.3546 d3.loss_cls: 0.4773, d3.loss_bbox: 0.4189 d4.loss_cls: 0.5115, d4.loss_bbox: 0.3396, loss: 3.5313, grad_norm: 54.4708
2024-03-24 20:30:05,607 - my_logger - INFO - 2024-03-25 17:49:02,000 - mmdet - INFO - Epoch [10][0/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3367, loss_bbox: 0.5539, d0.loss_cls: 0.3260, d0.loss_bbox: 0.5141 d1.loss_cls: 0.5703, d1.loss_bbox: 0.3618 d2.loss_cls: 0.5850, d2.loss_bbox: 0.4628 d3.loss_cls: 0.4893, d3.loss_bbox: 0.5464 d4.loss_cls: 0.5554, d4.loss_bbox: 0.4417, loss: 4.0952, grad_norm: 59.5543
2024-03-24 20:30:05,608 - my_logger - INFO - 2024-03-25 17:51:02,000 - mmdet - INFO - Epoch [10][50/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2663, loss_bbox: 0.3114, d0.loss_cls: 0.4765, d0.loss_bbox: 0.3996 d1.loss_cls: 0.3756, d1.loss_bbox: 0.5978 d2.loss_cls: 0.5499, d2.loss_bbox: 0.5847 d3.loss_cls: 0.5192, d3.loss_bbox: 0.5544 d4.loss_cls: 0.5381, d4.loss_bbox: 0.4248, loss: 3.9831, grad_norm: 52.3079
2024-03-24 20:30:05,608 - my_logger - INFO - 2024-03-25 17:53:02,000 - mmdet - INFO - Epoch [10][100/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3587, loss_bbox: 0.5484, d0.loss_cls: 0.4988, d0.loss_bbox: 0.3691 d1.loss_cls: 0.3569, d1.loss_bbox: 0.3262 d2.loss_cls: 0.3233, d2.loss_bbox: 0.4401 d3.loss_cls: 0.3119, d3.loss_bbox: 0.4682 d4.loss_cls: 0.4005, d4.loss_bbox: 0.4106, loss: 3.6529, grad_norm: 58.6210
2024-03-24 20:30:05,608 - my_logger - INFO - 2024-03-25 17:55:02,000 - mmdet - INFO - Epoch [10][150/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5844, loss_bbox: 0.5322, d0.loss_cls: 0.4349, d0.loss_bbox: 0.5638 d1.loss_cls: 0.4968, d1.loss_bbox: 0.3441 d2.loss_cls: 0.3356, d2.loss_bbox: 0.5748 d3.loss_cls: 0.3858, d3.loss_bbox: 0.4858 d4.loss_cls: 0.4523, d4.loss_bbox: 0.5115, loss: 4.7366, grad_norm: 53.4076
2024-03-24 20:30:05,609 - my_logger - INFO - 2024-03-25 17:57:02,000 - mmdet - INFO - Epoch [10][200/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2962, loss_bbox: 0.3050, d0.loss_cls: 0.5789, d0.loss_bbox: 0.3069 d1.loss_cls: 0.5513, d1.loss_bbox: 0.4059 d2.loss_cls: 0.3136, d2.loss_bbox: 0.4366 d3.loss_cls: 0.4258, d3.loss_bbox: 0.5498 d4.loss_cls: 0.5469, d4.loss_bbox: 0.4187, loss: 4.6959, grad_norm: 59.6384
2024-03-24 20:30:05,609 - my_logger - INFO - 2024-03-25 17:59:02,000 - mmdet - INFO - Epoch [10][250/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2954, loss_bbox: 0.3684, d0.loss_cls: 0.4938, d0.loss_bbox: 0.5385 d1.loss_cls: 0.4055, d1.loss_bbox: 0.4881 d2.loss_cls: 0.5075, d2.loss_bbox: 0.5089 d3.loss_cls: 0.5761, d3.loss_bbox: 0.4439 d4.loss_cls: 0.5152, d4.loss_bbox: 0.3262, loss: 4.0111, grad_norm: 54.2253
2024-03-24 20:30:05,609 - my_logger - INFO - 2024-03-25 18:01:02,000 - mmdet - INFO - Epoch [10][300/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5631, loss_bbox: 0.5953, d0.loss_cls: 0.5425, d0.loss_bbox: 0.3339 d1.loss_cls: 0.3954, d1.loss_bbox: 0.4398 d2.loss_cls: 0.3941, d2.loss_bbox: 0.3121 d3.loss_cls: 0.3342, d3.loss_bbox: 0.5420 d4.loss_cls: 0.4250, d4.loss_bbox: 0.4103, loss: 4.8956, grad_norm: 58.8719
2024-03-24 20:30:05,610 - my_logger - INFO - 2024-03-25 18:03:02,000 - mmdet - INFO - Epoch [10][350/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2843, loss_bbox: 0.3423, d0.loss_cls: 0.3082, d0.loss_bbox: 0.5618 d1.loss_cls: 0.4363, d1.loss_bbox: 0.4667 d2.loss_cls: 0.5369, d2.loss_bbox: 0.3825 d3.loss_cls: 0.4195, d3.loss_bbox: 0.4768 d4.loss_cls: 0.3643, d4.loss_bbox: 0.4928, loss: 4.9454, grad_norm: 57.5461
2024-03-24 20:30:05,617 - my_logger - INFO - 2024-03-25 18:05:02,000 - mmdet - INFO - Epoch [10][400/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3407, loss_bbox: 0.5772, d0.loss_cls: 0.3302, d0.loss_bbox: 0.3103 d1.loss_cls: 0.3721, d1.loss_bbox: 0.3163 d2.loss_cls: 0.3299, d2.loss_bbox: 0.5959 d3.loss_cls: 0.4556, d3.loss_bbox: 0.3134 d4.loss_cls: 0.3926, d4.loss_bbox: 0.3942, loss: 3.7669, grad_norm: 51.3470
2024-03-24 20:30:05,617 - my_logger - INFO - 2024-03-25 18:07:02,000 - mmdet - INFO - Epoch [10][450/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2548, loss_bbox: 0.3434, d0.loss_cls: 0.3979, d0.loss_bbox: 0.3634 d1.loss_cls: 0.4300, d1.loss_bbox: 0.3677 d2.loss_cls: 0.3380, d2.loss_bbox: 0.3784 d3.loss_cls: 0.5566, d3.loss_bbox: 0.5056 d4.loss_cls: 0.5386, d4.loss_bbox: 0.5816, loss: 3.8783, grad_norm: 52.2851
2024-03-24 20:30:05,617 - my_logger - INFO - 2024-03-25 18:09:02,000 - mmdet - INFO - Epoch [10][500/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4651, loss_bbox: 0.5492, d0.loss_cls: 0.3996, d0.loss_bbox: 0.4537 d1.loss_cls: 0.3505, d1.loss_bbox: 0.5829 d2.loss_cls: 0.5795, d2.loss_bbox: 0.3419 d3.loss_cls: 0.5100, d3.loss_bbox: 0.4611 d4.loss_cls: 0.3751, d4.loss_bbox: 0.5965, loss: 4.9050, grad_norm: 57.8278
2024-03-24 20:30:05,618 - my_logger - INFO - 2024-03-25 18:11:02,000 - mmdet - INFO - Epoch [10][550/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5805, loss_bbox: 0.4268, d0.loss_cls: 0.5734, d0.loss_bbox: 0.5343 d1.loss_cls: 0.5366, d1.loss_bbox: 0.5546 d2.loss_cls: 0.4870, d2.loss_bbox: 0.4674 d3.loss_cls: 0.5424, d3.loss_bbox: 0.5445 d4.loss_cls: 0.5344, d4.loss_bbox: 0.3649, loss: 4.7137, grad_norm: 59.1631
2024-03-24 20:30:05,618 - my_logger - INFO - 2024-03-25 18:13:02,000 - mmdet - INFO - Epoch [10][600/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2903, loss_bbox: 0.3908, d0.loss_cls: 0.4183, d0.loss_bbox: 0.3994 d1.loss_cls: 0.5024, d1.loss_bbox: 0.5335 d2.loss_cls: 0.5631, d2.loss_bbox: 0.3936 d3.loss_cls: 0.5811, d3.loss_bbox: 0.5104 d4.loss_cls: 0.5078, d4.loss_bbox: 0.5492, loss: 3.8123, grad_norm: 59.4509
2024-03-24 20:30:05,618 - my_logger - INFO - 2024-03-25 18:15:02,000 - mmdet - INFO - Epoch [10][650/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2553, loss_bbox: 0.3765, d0.loss_cls: 0.5783, d0.loss_bbox: 0.4380 d1.loss_cls: 0.4658, d1.loss_bbox: 0.3841 d2.loss_cls: 0.4497, d2.loss_bbox: 0.3573 d3.loss_cls: 0.4375, d3.loss_bbox: 0.4438 d4.loss_cls: 0.5929, d4.loss_bbox: 0.5866, loss: 4.1415, grad_norm: 55.9424
2024-03-24 20:30:05,619 - my_logger - INFO - 2024-03-25 18:17:02,000 - mmdet - INFO - Epoch [10][700/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5253, loss_bbox: 0.4283, d0.loss_cls: 0.3438, d0.loss_bbox: 0.3819 d1.loss_cls: 0.4128, d1.loss_bbox: 0.4256 d2.loss_cls: 0.4468, d2.loss_bbox: 0.3041 d3.loss_cls: 0.3556, d3.loss_bbox: 0.4412 d4.loss_cls: 0.3388, d4.loss_bbox: 0.5447, loss: 4.5048, grad_norm: 51.1486
2024-03-24 20:30:05,619 - my_logger - INFO - 2024-03-25 18:19:02,000 - mmdet - INFO - Epoch [10][750/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3420, loss_bbox: 0.3380, d0.loss_cls: 0.3296, d0.loss_bbox: 0.3075 d1.loss_cls: 0.4718, d1.loss_bbox: 0.4492 d2.loss_cls: 0.3486, d2.loss_bbox: 0.5932 d3.loss_cls: 0.5170, d3.loss_bbox: 0.3096 d4.loss_cls: 0.5653, d4.loss_bbox: 0.4430, loss: 4.6380, grad_norm: 52.0717
2024-03-24 20:30:05,619 - my_logger - INFO - 2024-03-25 18:21:02,000 - mmdet - INFO - Epoch [10][800/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4074, loss_bbox: 0.3067, d0.loss_cls: 0.3462, d0.loss_bbox: 0.5237 d1.loss_cls: 0.5586, d1.loss_bbox: 0.5394 d2.loss_cls: 0.5791, d2.loss_bbox: 0.4448 d3.loss_cls: 0.3443, d3.loss_bbox: 0.4653 d4.loss_cls: 0.4365, d4.loss_bbox: 0.3427, loss: 4.3569, grad_norm: 54.1920
2024-03-24 20:30:05,620 - my_logger - INFO - 2024-03-25 18:23:02,000 - mmdet - INFO - Epoch [10][850/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2554, loss_bbox: 0.3387, d0.loss_cls: 0.4862, d0.loss_bbox: 0.4026 d1.loss_cls: 0.4952, d1.loss_bbox: 0.3501 d2.loss_cls: 0.3162, d2.loss_bbox: 0.4661 d3.loss_cls: 0.3767, d3.loss_bbox: 0.4706 d4.loss_cls: 0.4794, d4.loss_bbox: 0.5398, loss: 3.7379, grad_norm: 58.3090
2024-03-24 20:30:05,620 - my_logger - INFO - 2024-03-25 18:25:02,000 - mmdet - INFO - Epoch [10][900/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4581, loss_bbox: 0.4249, d0.loss_cls: 0.5276, d0.loss_bbox: 0.3140 d1.loss_cls: 0.4968, d1.loss_bbox: 0.3948 d2.loss_cls: 0.5343, d2.loss_bbox: 0.4305 d3.loss_cls: 0.4271, d3.loss_bbox: 0.4823 d4.loss_cls: 0.4343, d4.loss_bbox: 0.4536, loss: 4.3234, grad_norm: 59.4530
2024-03-24 20:30:05,620 - my_logger - INFO - 2024-03-25 18:27:02,000 - mmdet - INFO - Epoch [10][950/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4785, loss_bbox: 0.4654, d0.loss_cls: 0.3101, d0.loss_bbox: 0.3991 d1.loss_cls: 0.3301, d1.loss_bbox: 0.4685 d2.loss_cls: 0.5431, d2.loss_bbox: 0.4633 d3.loss_cls: 0.3265, d3.loss_bbox: 0.3098 d4.loss_cls: 0.5894, d4.loss_bbox: 0.4789, loss: 4.3065, grad_norm: 57.6536
2024-03-24 20:30:05,621 - my_logger - INFO - 2024-03-25 18:29:02,000 - mmdet - INFO - Epoch [10][1000/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4794, loss_bbox: 0.4497, d0.loss_cls: 0.5493, d0.loss_bbox: 0.3840 d1.loss_cls: 0.4527, d1.loss_bbox: 0.3916 d2.loss_cls: 0.5120, d2.loss_bbox: 0.5054 d3.loss_cls: 0.4022, d3.loss_bbox: 0.5675 d4.loss_cls: 0.5613, d4.loss_bbox: 0.5506, loss: 4.5866, grad_norm: 53.8072
2024-03-24 20:30:05,621 - my_logger - INFO - 2024-03-25 18:31:02,000 - mmdet - INFO - Epoch [10][1050/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5145, loss_bbox: 0.3077, d0.loss_cls: 0.5794, d0.loss_bbox: 0.4394 d1.loss_cls: 0.4900, d1.loss_bbox: 0.3849 d2.loss_cls: 0.3039, d2.loss_bbox: 0.4072 d3.loss_cls: 0.3332, d3.loss_bbox: 0.3705 d4.loss_cls: 0.5797, d4.loss_bbox: 0.4003, loss: 3.5118, grad_norm: 55.8163
2024-03-24 20:30:05,621 - my_logger - INFO - 2024-03-25 18:33:02,000 - mmdet - INFO - Epoch [10][1100/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3652, loss_bbox: 0.5395, d0.loss_cls: 0.5270, d0.loss_bbox: 0.3784 d1.loss_cls: 0.5378, d1.loss_bbox: 0.4537 d2.loss_cls: 0.4659, d2.loss_bbox: 0.3438 d3.loss_cls: 0.3999, d3.loss_bbox: 0.5956 d4.loss_cls: 0.4183, d4.loss_bbox: 0.4412, loss: 3.7651, grad_norm: 53.6516
2024-03-24 20:30:05,622 - my_logger - INFO - 2024-03-25 18:35:02,000 - mmdet - INFO - Epoch [10][1150/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4057, loss_bbox: 0.3495, d0.loss_cls: 0.4427, d0.loss_bbox: 0.3192 d1.loss_cls: 0.4102, d1.loss_bbox: 0.4398 d2.loss_cls: 0.3254, d2.loss_bbox: 0.5828 d3.loss_cls: 0.3309, d3.loss_bbox: 0.3024 d4.loss_cls: 0.4470, d4.loss_bbox: 0.5903, loss: 4.3660, grad_norm: 53.3282
2024-03-24 20:30:05,622 - my_logger - INFO - 2024-03-25 18:37:02,000 - mmdet - INFO - Epoch [10][1200/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3798, loss_bbox: 0.5546, d0.loss_cls: 0.4685, d0.loss_bbox: 0.3761 d1.loss_cls: 0.3817, d1.loss_bbox: 0.4813 d2.loss_cls: 0.4860, d2.loss_bbox: 0.5692 d3.loss_cls: 0.5239, d3.loss_bbox: 0.4670 d4.loss_cls: 0.4542, d4.loss_bbox: 0.4632, loss: 4.3625, grad_norm: 59.0024
2024-03-24 20:30:05,623 - my_logger - INFO - 2024-03-25 18:39:02,000 - mmdet - INFO - Epoch [10][1250/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4812, loss_bbox: 0.4630, d0.loss_cls: 0.4378, d0.loss_bbox: 0.4371 d1.loss_cls: 0.3587, d1.loss_bbox: 0.4759 d2.loss_cls: 0.3838, d2.loss_bbox: 0.5284 d3.loss_cls: 0.5157, d3.loss_bbox: 0.4715 d4.loss_cls: 0.4603, d4.loss_bbox: 0.3504, loss: 4.7365, grad_norm: 50.2562
2024-03-24 20:30:05,623 - my_logger - INFO - 2024-03-25 18:41:02,000 - mmdet - INFO - Epoch [10][1300/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5301, loss_bbox: 0.4859, d0.loss_cls: 0.3511, d0.loss_bbox: 0.5152 d1.loss_cls: 0.5835, d1.loss_bbox: 0.4753 d2.loss_cls: 0.3266, d2.loss_bbox: 0.4164 d3.loss_cls: 0.4428, d3.loss_bbox: 0.4085 d4.loss_cls: 0.4733, d4.loss_bbox: 0.5937, loss: 3.7620, grad_norm: 54.0556
2024-03-24 20:30:05,623 - my_logger - INFO - 2024-03-25 18:43:02,000 - mmdet - INFO - Epoch [10][1350/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2566, loss_bbox: 0.5259, d0.loss_cls: 0.3512, d0.loss_bbox: 0.5517 d1.loss_cls: 0.3065, d1.loss_bbox: 0.5952 d2.loss_cls: 0.4640, d2.loss_bbox: 0.3152 d3.loss_cls: 0.5993, d3.loss_bbox: 0.5452 d4.loss_cls: 0.4390, d4.loss_bbox: 0.5607, loss: 4.6960, grad_norm: 51.9790
2024-03-24 20:30:05,624 - my_logger - INFO - 2024-03-25 18:45:02,000 - mmdet - INFO - Epoch [10][1400/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4640, loss_bbox: 0.4785, d0.loss_cls: 0.4270, d0.loss_bbox: 0.4958 d1.loss_cls: 0.5621, d1.loss_bbox: 0.4699 d2.loss_cls: 0.3431, d2.loss_bbox: 0.5552 d3.loss_cls: 0.4928, d3.loss_bbox: 0.5708 d4.loss_cls: 0.3935, d4.loss_bbox: 0.5368, loss: 3.5659, grad_norm: 54.2090
2024-03-24 20:30:05,624 - my_logger - INFO - 2024-03-25 18:47:02,000 - mmdet - INFO - Epoch [10][1450/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4816, loss_bbox: 0.4177, d0.loss_cls: 0.5140, d0.loss_bbox: 0.4587 d1.loss_cls: 0.3961, d1.loss_bbox: 0.3909 d2.loss_cls: 0.3235, d2.loss_bbox: 0.3857 d3.loss_cls: 0.3308, d3.loss_bbox: 0.4935 d4.loss_cls: 0.3835, d4.loss_bbox: 0.4388, loss: 4.3590, grad_norm: 50.4259
2024-03-24 20:30:05,624 - my_logger - INFO - 2024-03-25 18:49:02,000 - mmdet - INFO - Epoch [10][1500/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5629, loss_bbox: 0.3438, d0.loss_cls: 0.5728, d0.loss_bbox: 0.5556 d1.loss_cls: 0.4641, d1.loss_bbox: 0.4887 d2.loss_cls: 0.4642, d2.loss_bbox: 0.5428 d3.loss_cls: 0.3219, d3.loss_bbox: 0.5983 d4.loss_cls: 0.5197, d4.loss_bbox: 0.4698, loss: 4.8309, grad_norm: 59.2503
2024-03-24 20:30:05,625 - my_logger - INFO - 2024-03-25 18:51:02,000 - mmdet - INFO - Epoch [10][1550/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3882, loss_bbox: 0.4320, d0.loss_cls: 0.3796, d0.loss_bbox: 0.5905 d1.loss_cls: 0.4275, d1.loss_bbox: 0.4123 d2.loss_cls: 0.3148, d2.loss_bbox: 0.5304 d3.loss_cls: 0.3828, d3.loss_bbox: 0.5839 d4.loss_cls: 0.5016, d4.loss_bbox: 0.3964, loss: 4.5758, grad_norm: 58.5111
2024-03-24 20:30:05,625 - my_logger - INFO - 2024-03-25 18:53:02,000 - mmdet - INFO - Epoch [10][1600/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5070, loss_bbox: 0.3208, d0.loss_cls: 0.5419, d0.loss_bbox: 0.5762 d1.loss_cls: 0.5301, d1.loss_bbox: 0.4363 d2.loss_cls: 0.5803, d2.loss_bbox: 0.4114 d3.loss_cls: 0.5432, d3.loss_bbox: 0.5256 d4.loss_cls: 0.4488, d4.loss_bbox: 0.4145, loss: 3.5754, grad_norm: 52.8268
2024-03-24 20:30:05,625 - my_logger - INFO - 2024-03-25 18:55:02,000 - mmdet - INFO - Epoch [10][1650/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4538, loss_bbox: 0.5591, d0.loss_cls: 0.3708, d0.loss_bbox: 0.5472 d1.loss_cls: 0.5012, d1.loss_bbox: 0.4844 d2.loss_cls: 0.5359, d2.loss_bbox: 0.3408 d3.loss_cls: 0.4893, d3.loss_bbox: 0.4014 d4.loss_cls: 0.3230, d4.loss_bbox: 0.3734, loss: 4.4322, grad_norm: 51.1562
2024-03-24 20:30:05,634 - my_logger - INFO - 2024-03-25 18:57:02,000 - mmdet - INFO - Epoch [10][1700/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4237, loss_bbox: 0.3715, d0.loss_cls: 0.4650, d0.loss_bbox: 0.4447 d1.loss_cls: 0.4440, d1.loss_bbox: 0.4783 d2.loss_cls: 0.5821, d2.loss_bbox: 0.5814 d3.loss_cls: 0.5498, d3.loss_bbox: 0.4512 d4.loss_cls: 0.4659, d4.loss_bbox: 0.5604, loss: 4.9952, grad_norm: 59.5367
2024-03-24 20:30:05,636 - my_logger - INFO - 2024-03-25 18:59:02,000 - mmdet - INFO - Epoch [10][1750/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2578, loss_bbox: 0.3511, d0.loss_cls: 0.5259, d0.loss_bbox: 0.5353 d1.loss_cls: 0.5160, d1.loss_bbox: 0.5904 d2.loss_cls: 0.3664, d2.loss_bbox: 0.4542 d3.loss_cls: 0.5472, d3.loss_bbox: 0.5899 d4.loss_cls: 0.4093, d4.loss_bbox: 0.5515, loss: 3.7259, grad_norm: 52.9172
2024-03-24 20:30:05,636 - my_logger - INFO - 2024-03-25 19:01:02,000 - mmdet - INFO - Epoch [10][1800/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3714, loss_bbox: 0.5831, d0.loss_cls: 0.5842, d0.loss_bbox: 0.3644 d1.loss_cls: 0.4708, d1.loss_bbox: 0.4456 d2.loss_cls: 0.5831, d2.loss_bbox: 0.3870 d3.loss_cls: 0.4830, d3.loss_bbox: 0.5288 d4.loss_cls: 0.3647, d4.loss_bbox: 0.5096, loss: 3.6966, grad_norm: 52.3824
2024-03-24 20:30:05,636 - my_logger - INFO - 2024-03-25 19:03:02,000 - mmdet - INFO - Epoch [10][1850/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3774, loss_bbox: 0.3620, d0.loss_cls: 0.5108, d0.loss_bbox: 0.4557 d1.loss_cls: 0.4253, d1.loss_bbox: 0.5665 d2.loss_cls: 0.3449, d2.loss_bbox: 0.4782 d3.loss_cls: 0.4439, d3.loss_bbox: 0.4204 d4.loss_cls: 0.5878, d4.loss_bbox: 0.3200, loss: 4.7106, grad_norm: 50.4251
2024-03-24 20:30:05,637 - my_logger - INFO - 2024-03-25 19:05:02,000 - mmdet - INFO - Epoch [10][1900/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3297, loss_bbox: 0.4344, d0.loss_cls: 0.4062, d0.loss_bbox: 0.5045 d1.loss_cls: 0.4392, d1.loss_bbox: 0.3891 d2.loss_cls: 0.4354, d2.loss_bbox: 0.5120 d3.loss_cls: 0.5883, d3.loss_bbox: 0.5378 d4.loss_cls: 0.5678, d4.loss_bbox: 0.5374, loss: 4.0534, grad_norm: 51.1556
2024-03-24 20:30:05,637 - my_logger - INFO - 2024-03-25 19:07:02,000 - mmdet - INFO - Epoch [10][1950/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3389, loss_bbox: 0.4054, d0.loss_cls: 0.3441, d0.loss_bbox: 0.3702 d1.loss_cls: 0.5319, d1.loss_bbox: 0.5050 d2.loss_cls: 0.5201, d2.loss_bbox: 0.4853 d3.loss_cls: 0.4995, d3.loss_bbox: 0.3283 d4.loss_cls: 0.5077, d4.loss_bbox: 0.4999, loss: 4.6806, grad_norm: 58.1484
2024-03-24 20:30:05,638 - my_logger - INFO - 2024-03-25 19:09:02,000 - mmdet - INFO - Epoch [10][2000/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5014, loss_bbox: 0.5468, d0.loss_cls: 0.4473, d0.loss_bbox: 0.3781 d1.loss_cls: 0.3342, d1.loss_bbox: 0.4287 d2.loss_cls: 0.4778, d2.loss_bbox: 0.5889 d3.loss_cls: 0.5053, d3.loss_bbox: 0.5448 d4.loss_cls: 0.3192, d4.loss_bbox: 0.3870, loss: 3.6898, grad_norm: 56.4184
2024-03-24 20:30:05,638 - my_logger - INFO - 2024-03-25 19:11:02,000 - mmdet - INFO - Epoch [10][2050/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4555, loss_bbox: 0.4034, d0.loss_cls: 0.3712, d0.loss_bbox: 0.4475 d1.loss_cls: 0.5081, d1.loss_bbox: 0.4392 d2.loss_cls: 0.5624, d2.loss_bbox: 0.5286 d3.loss_cls: 0.5974, d3.loss_bbox: 0.4415 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4620, loss: 3.8510, grad_norm: 53.8972
2024-03-24 20:30:05,638 - my_logger - INFO - 2024-03-25 19:13:02,000 - mmdet - INFO - Epoch [10][2100/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4849, loss_bbox: 0.5990, d0.loss_cls: 0.4360, d0.loss_bbox: 0.5927 d1.loss_cls: 0.5792, d1.loss_bbox: 0.5487 d2.loss_cls: 0.5623, d2.loss_bbox: 0.4794 d3.loss_cls: 0.3794, d3.loss_bbox: 0.5432 d4.loss_cls: 0.3642, d4.loss_bbox: 0.5654, loss: 4.2946, grad_norm: 59.7042
2024-03-24 20:30:05,639 - my_logger - INFO - 2024-03-25 19:15:02,000 - mmdet - INFO - Epoch [10][2150/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5868, loss_bbox: 0.5570, d0.loss_cls: 0.5308, d0.loss_bbox: 0.4703 d1.loss_cls: 0.4019, d1.loss_bbox: 0.5295 d2.loss_cls: 0.3338, d2.loss_bbox: 0.3562 d3.loss_cls: 0.5062, d3.loss_bbox: 0.4393 d4.loss_cls: 0.5372, d4.loss_bbox: 0.5198, loss: 4.2430, grad_norm: 50.0948
2024-03-24 20:30:05,639 - my_logger - INFO - 2024-03-25 19:17:02,000 - mmdet - INFO - Epoch [10][2200/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4301, loss_bbox: 0.4638, d0.loss_cls: 0.3713, d0.loss_bbox: 0.4211 d1.loss_cls: 0.4490, d1.loss_bbox: 0.3140 d2.loss_cls: 0.3549, d2.loss_bbox: 0.3262 d3.loss_cls: 0.5586, d3.loss_bbox: 0.4276 d4.loss_cls: 0.5894, d4.loss_bbox: 0.4705, loss: 4.4154, grad_norm: 51.0368
2024-03-24 20:30:05,639 - my_logger - INFO - 2024-03-25 19:19:02,000 - mmdet - INFO - Epoch [10][2250/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5994, loss_bbox: 0.5094, d0.loss_cls: 0.4992, d0.loss_bbox: 0.3372 d1.loss_cls: 0.3599, d1.loss_bbox: 0.3582 d2.loss_cls: 0.5437, d2.loss_bbox: 0.5313 d3.loss_cls: 0.4114, d3.loss_bbox: 0.3712 d4.loss_cls: 0.6000, d4.loss_bbox: 0.4882, loss: 4.7403, grad_norm: 51.3853
2024-03-24 20:30:05,640 - my_logger - INFO - 2024-03-25 19:21:02,000 - mmdet - INFO - Epoch [10][2300/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3001, loss_bbox: 0.4442, d0.loss_cls: 0.5447, d0.loss_bbox: 0.4462 d1.loss_cls: 0.4375, d1.loss_bbox: 0.5809 d2.loss_cls: 0.4825, d2.loss_bbox: 0.5173 d3.loss_cls: 0.5935, d3.loss_bbox: 0.3945 d4.loss_cls: 0.4099, d4.loss_bbox: 0.5034, loss: 4.3275, grad_norm: 56.8528
2024-03-24 20:30:05,640 - my_logger - INFO - 2024-03-25 19:23:02,000 - mmdet - INFO - Epoch [10][2350/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5601, loss_bbox: 0.4699, d0.loss_cls: 0.4376, d0.loss_bbox: 0.3824 d1.loss_cls: 0.3525, d1.loss_bbox: 0.4326 d2.loss_cls: 0.3091, d2.loss_bbox: 0.4253 d3.loss_cls: 0.4143, d3.loss_bbox: 0.4851 d4.loss_cls: 0.4239, d4.loss_bbox: 0.3605, loss: 4.5431, grad_norm: 51.0449
2024-03-24 20:30:05,640 - my_logger - INFO - 2024-03-25 19:25:02,000 - mmdet - INFO - Epoch [10][2400/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5353, loss_bbox: 0.3434, d0.loss_cls: 0.3639, d0.loss_bbox: 0.5145 d1.loss_cls: 0.4986, d1.loss_bbox: 0.5308 d2.loss_cls: 0.5212, d2.loss_bbox: 0.5412 d3.loss_cls: 0.5924, d3.loss_bbox: 0.4852 d4.loss_cls: 0.4744, d4.loss_bbox: 0.3155, loss: 4.8862, grad_norm: 55.3296
2024-03-24 20:30:05,641 - my_logger - INFO - 2024-03-25 19:27:02,000 - mmdet - INFO - Epoch [10][2450/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5947, loss_bbox: 0.4217, d0.loss_cls: 0.4153, d0.loss_bbox: 0.4625 d1.loss_cls: 0.5074, d1.loss_bbox: 0.3155 d2.loss_cls: 0.3479, d2.loss_bbox: 0.5846 d3.loss_cls: 0.5467, d3.loss_bbox: 0.4940 d4.loss_cls: 0.5757, d4.loss_bbox: 0.3003, loss: 4.5145, grad_norm: 55.8123
2024-03-24 20:30:05,642 - my_logger - INFO - 2024-03-25 19:29:02,000 - mmdet - INFO - Epoch [10][2500/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4019, loss_bbox: 0.3255, d0.loss_cls: 0.3127, d0.loss_bbox: 0.3205 d1.loss_cls: 0.4878, d1.loss_bbox: 0.3858 d2.loss_cls: 0.4873, d2.loss_bbox: 0.5524 d3.loss_cls: 0.4679, d3.loss_bbox: 0.4385 d4.loss_cls: 0.4965, d4.loss_bbox: 0.3408, loss: 4.2364, grad_norm: 57.2899
2024-03-24 20:30:05,642 - my_logger - INFO - 2024-03-25 19:31:02,000 - mmdet - INFO - Epoch [10][2550/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5580, loss_bbox: 0.5578, d0.loss_cls: 0.4152, d0.loss_bbox: 0.5075 d1.loss_cls: 0.4932, d1.loss_bbox: 0.4411 d2.loss_cls: 0.3493, d2.loss_bbox: 0.4273 d3.loss_cls: 0.5572, d3.loss_bbox: 0.3670 d4.loss_cls: 0.5240, d4.loss_bbox: 0.4477, loss: 4.2657, grad_norm: 54.3752
2024-03-24 20:30:05,642 - my_logger - INFO - 2024-03-25 19:33:02,000 - mmdet - INFO - Epoch [10][2600/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2785, loss_bbox: 0.4164, d0.loss_cls: 0.5176, d0.loss_bbox: 0.4650 d1.loss_cls: 0.3070, d1.loss_bbox: 0.5759 d2.loss_cls: 0.5307, d2.loss_bbox: 0.3858 d3.loss_cls: 0.3993, d3.loss_bbox: 0.3557 d4.loss_cls: 0.5223, d4.loss_bbox: 0.5673, loss: 3.9894, grad_norm: 58.0649
2024-03-24 20:30:05,643 - my_logger - INFO - 2024-03-25 19:35:02,000 - mmdet - INFO - Epoch [10][2650/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3035, loss_bbox: 0.3049, d0.loss_cls: 0.4572, d0.loss_bbox: 0.4256 d1.loss_cls: 0.3390, d1.loss_bbox: 0.3136 d2.loss_cls: 0.3284, d2.loss_bbox: 0.3542 d3.loss_cls: 0.5270, d3.loss_bbox: 0.3660 d4.loss_cls: 0.4393, d4.loss_bbox: 0.3909, loss: 3.6642, grad_norm: 52.1118
2024-03-24 20:30:05,643 - my_logger - INFO - 2024-03-25 19:37:02,000 - mmdet - INFO - Epoch [10][2700/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5273, loss_bbox: 0.5081, d0.loss_cls: 0.4955, d0.loss_bbox: 0.3157 d1.loss_cls: 0.4304, d1.loss_bbox: 0.4472 d2.loss_cls: 0.4497, d2.loss_bbox: 0.3456 d3.loss_cls: 0.5388, d3.loss_bbox: 0.5510 d4.loss_cls: 0.4877, d4.loss_bbox: 0.4305, loss: 3.9174, grad_norm: 55.6030
2024-03-24 20:30:05,644 - my_logger - INFO - 2024-03-25 19:39:02,000 - mmdet - INFO - Epoch [10][2750/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3845, loss_bbox: 0.4883, d0.loss_cls: 0.3985, d0.loss_bbox: 0.3269 d1.loss_cls: 0.4486, d1.loss_bbox: 0.4458 d2.loss_cls: 0.5171, d2.loss_bbox: 0.4144 d3.loss_cls: 0.5638, d3.loss_bbox: 0.4632 d4.loss_cls: 0.4991, d4.loss_bbox: 0.3915, loss: 4.7346, grad_norm: 53.5076
2024-03-24 20:30:05,644 - my_logger - INFO - 2024-03-25 19:41:02,000 - mmdet - INFO - Epoch [10][2800/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3845, loss_bbox: 0.4119, d0.loss_cls: 0.5040, d0.loss_bbox: 0.4281 d1.loss_cls: 0.3410, d1.loss_bbox: 0.3017 d2.loss_cls: 0.3359, d2.loss_bbox: 0.4457 d3.loss_cls: 0.5268, d3.loss_bbox: 0.4782 d4.loss_cls: 0.3705, d4.loss_bbox: 0.5472, loss: 3.6578, grad_norm: 52.5056
2024-03-24 20:30:05,645 - my_logger - INFO - 2024-03-25 19:43:02,000 - mmdet - INFO - Epoch [10][2850/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.4386, d0.loss_cls: 0.5003, d0.loss_bbox: 0.4286 d1.loss_cls: 0.4357, d1.loss_bbox: 0.5775 d2.loss_cls: 0.4588, d2.loss_bbox: 0.4227 d3.loss_cls: 0.5876, d3.loss_bbox: 0.3552 d4.loss_cls: 0.5499, d4.loss_bbox: 0.5779, loss: 3.9656, grad_norm: 50.7448
2024-03-24 20:30:05,645 - my_logger - INFO - 2024-03-25 19:45:02,000 - mmdet - INFO - Epoch [10][2900/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4529, loss_bbox: 0.5915, d0.loss_cls: 0.3287, d0.loss_bbox: 0.3807 d1.loss_cls: 0.3648, d1.loss_bbox: 0.4777 d2.loss_cls: 0.3928, d2.loss_bbox: 0.4209 d3.loss_cls: 0.4558, d3.loss_bbox: 0.3640 d4.loss_cls: 0.5813, d4.loss_bbox: 0.3023, loss: 4.6602, grad_norm: 54.1607
2024-03-24 20:30:05,646 - my_logger - INFO - 2024-03-25 19:47:02,000 - mmdet - INFO - Epoch [10][2950/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4353, loss_bbox: 0.3896, d0.loss_cls: 0.4751, d0.loss_bbox: 0.3567 d1.loss_cls: 0.5867, d1.loss_bbox: 0.4469 d2.loss_cls: 0.3551, d2.loss_bbox: 0.5276 d3.loss_cls: 0.4957, d3.loss_bbox: 0.5473 d4.loss_cls: 0.3842, d4.loss_bbox: 0.5477, loss: 3.9278, grad_norm: 50.4979
2024-03-24 20:30:05,646 - my_logger - INFO - 2024-03-25 19:49:02,000 - mmdet - INFO - Epoch [10][3000/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4627, loss_bbox: 0.3084, d0.loss_cls: 0.4398, d0.loss_bbox: 0.3278 d1.loss_cls: 0.5691, d1.loss_bbox: 0.4869 d2.loss_cls: 0.3218, d2.loss_bbox: 0.3868 d3.loss_cls: 0.4938, d3.loss_bbox: 0.3607 d4.loss_cls: 0.4530, d4.loss_bbox: 0.3690, loss: 3.6129, grad_norm: 52.4513
2024-03-24 20:30:05,646 - my_logger - INFO - 2024-03-25 19:51:02,000 - mmdet - INFO - Epoch [10][3050/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4597, loss_bbox: 0.3821, d0.loss_cls: 0.3307, d0.loss_bbox: 0.4847 d1.loss_cls: 0.3911, d1.loss_bbox: 0.3599 d2.loss_cls: 0.4719, d2.loss_bbox: 0.3573 d3.loss_cls: 0.5510, d3.loss_bbox: 0.3949 d4.loss_cls: 0.3396, d4.loss_bbox: 0.3852, loss: 4.6491, grad_norm: 59.1322
2024-03-24 20:30:05,647 - my_logger - INFO - 2024-03-25 19:53:02,000 - mmdet - INFO - Epoch [10][3100/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5411, loss_bbox: 0.3152, d0.loss_cls: 0.5257, d0.loss_bbox: 0.3725 d1.loss_cls: 0.4412, d1.loss_bbox: 0.4828 d2.loss_cls: 0.5864, d2.loss_bbox: 0.5998 d3.loss_cls: 0.3188, d3.loss_bbox: 0.3092 d4.loss_cls: 0.5454, d4.loss_bbox: 0.4170, loss: 4.0594, grad_norm: 50.1671
2024-03-24 20:30:05,647 - my_logger - INFO - 2024-03-25 19:55:02,000 - mmdet - INFO - Epoch [10][3150/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4003, loss_bbox: 0.4411, d0.loss_cls: 0.5703, d0.loss_bbox: 0.3982 d1.loss_cls: 0.4482, d1.loss_bbox: 0.5050 d2.loss_cls: 0.4617, d2.loss_bbox: 0.3911 d3.loss_cls: 0.5925, d3.loss_bbox: 0.3845 d4.loss_cls: 0.5019, d4.loss_bbox: 0.5403, loss: 3.7215, grad_norm: 50.4326
2024-03-24 20:30:05,647 - my_logger - INFO - 2024-03-25 19:57:02,000 - mmdet - INFO - Epoch [10][3200/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4133, loss_bbox: 0.3782, d0.loss_cls: 0.4563, d0.loss_bbox: 0.5541 d1.loss_cls: 0.5956, d1.loss_bbox: 0.5758 d2.loss_cls: 0.3858, d2.loss_bbox: 0.3271 d3.loss_cls: 0.3244, d3.loss_bbox: 0.5032 d4.loss_cls: 0.5844, d4.loss_bbox: 0.4892, loss: 4.6337, grad_norm: 51.7684
2024-03-24 20:30:05,648 - my_logger - INFO - 2024-03-25 19:59:02,000 - mmdet - INFO - Epoch [10][3250/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3297, loss_bbox: 0.3395, d0.loss_cls: 0.4365, d0.loss_bbox: 0.5319 d1.loss_cls: 0.3352, d1.loss_bbox: 0.5502 d2.loss_cls: 0.5020, d2.loss_bbox: 0.5240 d3.loss_cls: 0.3953, d3.loss_bbox: 0.3377 d4.loss_cls: 0.5764, d4.loss_bbox: 0.4618, loss: 4.0414, grad_norm: 51.5304
2024-03-24 20:30:05,648 - my_logger - INFO - 2024-03-25 20:01:02,000 - mmdet - INFO - Epoch [10][3300/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5061, loss_bbox: 0.3172, d0.loss_cls: 0.3974, d0.loss_bbox: 0.3544 d1.loss_cls: 0.5282, d1.loss_bbox: 0.3089 d2.loss_cls: 0.3564, d2.loss_bbox: 0.3560 d3.loss_cls: 0.4449, d3.loss_bbox: 0.5172 d4.loss_cls: 0.3092, d4.loss_bbox: 0.4007, loss: 4.4817, grad_norm: 58.4218
2024-03-24 20:30:05,648 - my_logger - INFO - 2024-03-25 20:03:02,000 - mmdet - INFO - Epoch [10][3350/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5011, loss_bbox: 0.3177, d0.loss_cls: 0.4185, d0.loss_bbox: 0.4248 d1.loss_cls: 0.3192, d1.loss_bbox: 0.3445 d2.loss_cls: 0.4065, d2.loss_bbox: 0.4350 d3.loss_cls: 0.5827, d3.loss_bbox: 0.5239 d4.loss_cls: 0.3975, d4.loss_bbox: 0.4594, loss: 3.7558, grad_norm: 53.0668
2024-03-24 20:30:05,649 - my_logger - INFO - 2024-03-25 20:05:02,000 - mmdet - INFO - Epoch [10][3400/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3071, loss_bbox: 0.4645, d0.loss_cls: 0.5556, d0.loss_bbox: 0.5739 d1.loss_cls: 0.5597, d1.loss_bbox: 0.4705 d2.loss_cls: 0.3716, d2.loss_bbox: 0.3943 d3.loss_cls: 0.3867, d3.loss_bbox: 0.5992 d4.loss_cls: 0.4272, d4.loss_bbox: 0.4435, loss: 3.6157, grad_norm: 54.5025
2024-03-24 20:30:05,649 - my_logger - INFO - 2024-03-25 20:07:02,000 - mmdet - INFO - Epoch [10][3450/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5626, loss_bbox: 0.3149, d0.loss_cls: 0.5743, d0.loss_bbox: 0.5935 d1.loss_cls: 0.3712, d1.loss_bbox: 0.4230 d2.loss_cls: 0.4477, d2.loss_bbox: 0.3215 d3.loss_cls: 0.5125, d3.loss_bbox: 0.4864 d4.loss_cls: 0.4544, d4.loss_bbox: 0.4203, loss: 3.5405, grad_norm: 55.3891
2024-03-24 20:30:05,649 - my_logger - INFO - 2024-03-25 20:09:02,000 - mmdet - INFO - Epoch [10][3500/3517][Batch size: 50]	lr: 3.533e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5000, loss_bbox: 0.3436, d0.loss_cls: 0.5764, d0.loss_bbox: 0.4152 d1.loss_cls: 0.5149, d1.loss_bbox: 0.4332 d2.loss_cls: 0.3653, d2.loss_bbox: 0.5992 d3.loss_cls: 0.4481, d3.loss_bbox: 0.3633 d4.loss_cls: 0.3223, d4.loss_bbox: 0.3121, loss: 4.6448, grad_norm: 53.9466
2024-03-24 20:30:05,650 - my_logger - INFO - Saving checkpoint at 10 epochs
2024-03-24 20:30:05,650 - my_logger - INFO - Metric NDS: 43.6028
2024-03-24 20:30:05,650 - my_logger - INFO - Metric mAP: 43.4982
2024-03-24 20:30:05,650 - my_logger - INFO - Metric mATE: 0.6831
2024-03-24 20:30:05,650 - my_logger - INFO - Metric mASE: 0.3825
2024-03-24 20:30:05,651 - my_logger - INFO - Metric mAOE: 0.4260
2024-03-24 20:30:05,651 - my_logger - INFO - Metric mAVE: 0.3233
2024-03-24 20:30:05,651 - my_logger - INFO - Metric mAAE: 0.2079
2024-03-24 20:30:05,651 - my_logger - INFO - 2024-03-25 20:11:02,000 - mmdet - INFO - Epoch [11][0/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5868, loss_bbox: 0.3744, d0.loss_cls: 0.3987, d0.loss_bbox: 0.5089 d1.loss_cls: 0.5495, d1.loss_bbox: 0.4286 d2.loss_cls: 0.3067, d2.loss_bbox: 0.5054 d3.loss_cls: 0.4252, d3.loss_bbox: 0.4762 d4.loss_cls: 0.3431, d4.loss_bbox: 0.4545, loss: 3.5595, grad_norm: 53.1193
2024-03-24 20:30:05,651 - my_logger - INFO - 2024-03-25 20:13:02,000 - mmdet - INFO - Epoch [11][50/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3444, loss_bbox: 0.5775, d0.loss_cls: 0.5573, d0.loss_bbox: 0.5523 d1.loss_cls: 0.3716, d1.loss_bbox: 0.5282 d2.loss_cls: 0.4012, d2.loss_bbox: 0.4780 d3.loss_cls: 0.4666, d3.loss_bbox: 0.3643 d4.loss_cls: 0.5511, d4.loss_bbox: 0.3252, loss: 3.9338, grad_norm: 58.6762
2024-03-24 20:30:05,652 - my_logger - INFO - 2024-03-25 20:15:02,000 - mmdet - INFO - Epoch [11][100/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4372, loss_bbox: 0.3306, d0.loss_cls: 0.5690, d0.loss_bbox: 0.4004 d1.loss_cls: 0.4922, d1.loss_bbox: 0.4403 d2.loss_cls: 0.5089, d2.loss_bbox: 0.5103 d3.loss_cls: 0.5539, d3.loss_bbox: 0.3581 d4.loss_cls: 0.4937, d4.loss_bbox: 0.4634, loss: 4.1671, grad_norm: 58.8058
2024-03-24 20:30:05,652 - my_logger - INFO - 2024-03-25 20:17:02,000 - mmdet - INFO - Epoch [11][150/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5012, loss_bbox: 0.3443, d0.loss_cls: 0.4156, d0.loss_bbox: 0.3357 d1.loss_cls: 0.4964, d1.loss_bbox: 0.4305 d2.loss_cls: 0.4007, d2.loss_bbox: 0.5888 d3.loss_cls: 0.3860, d3.loss_bbox: 0.3222 d4.loss_cls: 0.3646, d4.loss_bbox: 0.5173, loss: 4.0252, grad_norm: 55.5697
2024-03-24 20:30:05,653 - my_logger - INFO - 2024-03-25 20:19:02,000 - mmdet - INFO - Epoch [11][200/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4957, loss_bbox: 0.4646, d0.loss_cls: 0.5263, d0.loss_bbox: 0.4663 d1.loss_cls: 0.4171, d1.loss_bbox: 0.4469 d2.loss_cls: 0.4641, d2.loss_bbox: 0.5955 d3.loss_cls: 0.5203, d3.loss_bbox: 0.5418 d4.loss_cls: 0.4219, d4.loss_bbox: 0.3662, loss: 4.8000, grad_norm: 59.8025
2024-03-24 20:30:05,653 - my_logger - INFO - 2024-03-25 20:21:02,000 - mmdet - INFO - Epoch [11][250/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3929, loss_bbox: 0.4148, d0.loss_cls: 0.3533, d0.loss_bbox: 0.5541 d1.loss_cls: 0.4374, d1.loss_bbox: 0.3283 d2.loss_cls: 0.5211, d2.loss_bbox: 0.3676 d3.loss_cls: 0.5559, d3.loss_bbox: 0.5515 d4.loss_cls: 0.4650, d4.loss_bbox: 0.3152, loss: 4.3042, grad_norm: 55.5450
2024-03-24 20:30:05,653 - my_logger - INFO - 2024-03-25 20:23:02,000 - mmdet - INFO - Epoch [11][300/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5376, loss_bbox: 0.3518, d0.loss_cls: 0.4124, d0.loss_bbox: 0.3612 d1.loss_cls: 0.3327, d1.loss_bbox: 0.5642 d2.loss_cls: 0.3745, d2.loss_bbox: 0.3529 d3.loss_cls: 0.4408, d3.loss_bbox: 0.4035 d4.loss_cls: 0.5601, d4.loss_bbox: 0.3066, loss: 3.7023, grad_norm: 56.8450
2024-03-24 20:30:05,654 - my_logger - INFO - 2024-03-25 20:25:02,000 - mmdet - INFO - Epoch [11][350/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4242, loss_bbox: 0.4000, d0.loss_cls: 0.3448, d0.loss_bbox: 0.4838 d1.loss_cls: 0.5409, d1.loss_bbox: 0.5922 d2.loss_cls: 0.3438, d2.loss_bbox: 0.5737 d3.loss_cls: 0.5995, d3.loss_bbox: 0.5099 d4.loss_cls: 0.5988, d4.loss_bbox: 0.5431, loss: 4.2535, grad_norm: 50.5351
2024-03-24 20:30:05,654 - my_logger - INFO - 2024-03-25 20:27:02,000 - mmdet - INFO - Epoch [11][400/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4604, loss_bbox: 0.3344, d0.loss_cls: 0.4219, d0.loss_bbox: 0.4274 d1.loss_cls: 0.4847, d1.loss_bbox: 0.5420 d2.loss_cls: 0.4978, d2.loss_bbox: 0.5400 d3.loss_cls: 0.5630, d3.loss_bbox: 0.5569 d4.loss_cls: 0.3603, d4.loss_bbox: 0.3918, loss: 4.7470, grad_norm: 54.3698
2024-03-24 20:30:05,654 - my_logger - INFO - 2024-03-25 20:29:02,000 - mmdet - INFO - Epoch [11][450/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5233, loss_bbox: 0.4821, d0.loss_cls: 0.3185, d0.loss_bbox: 0.3069 d1.loss_cls: 0.4854, d1.loss_bbox: 0.3772 d2.loss_cls: 0.5465, d2.loss_bbox: 0.4853 d3.loss_cls: 0.5039, d3.loss_bbox: 0.5948 d4.loss_cls: 0.5417, d4.loss_bbox: 0.5200, loss: 4.4759, grad_norm: 57.6662
2024-03-24 20:30:05,655 - my_logger - INFO - 2024-03-25 20:31:02,000 - mmdet - INFO - Epoch [11][500/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4342, loss_bbox: 0.5692, d0.loss_cls: 0.3497, d0.loss_bbox: 0.4609 d1.loss_cls: 0.4097, d1.loss_bbox: 0.5574 d2.loss_cls: 0.3323, d2.loss_bbox: 0.3966 d3.loss_cls: 0.5776, d3.loss_bbox: 0.4058 d4.loss_cls: 0.3953, d4.loss_bbox: 0.3679, loss: 4.2717, grad_norm: 50.5451
2024-03-24 20:30:05,655 - my_logger - INFO - 2024-03-25 20:33:02,000 - mmdet - INFO - Epoch [11][550/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2681, loss_bbox: 0.4706, d0.loss_cls: 0.5741, d0.loss_bbox: 0.5043 d1.loss_cls: 0.4059, d1.loss_bbox: 0.4793 d2.loss_cls: 0.4303, d2.loss_bbox: 0.3710 d3.loss_cls: 0.4301, d3.loss_bbox: 0.3707 d4.loss_cls: 0.4557, d4.loss_bbox: 0.5835, loss: 4.2675, grad_norm: 58.8858
2024-03-24 20:30:05,655 - my_logger - INFO - 2024-03-25 20:35:02,000 - mmdet - INFO - Epoch [11][600/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5397, loss_bbox: 0.4941, d0.loss_cls: 0.5076, d0.loss_bbox: 0.3548 d1.loss_cls: 0.4460, d1.loss_bbox: 0.5572 d2.loss_cls: 0.3145, d2.loss_bbox: 0.3100 d3.loss_cls: 0.3437, d3.loss_bbox: 0.5106 d4.loss_cls: 0.4283, d4.loss_bbox: 0.4730, loss: 4.0746, grad_norm: 55.9856
2024-03-24 20:30:05,656 - my_logger - INFO - 2024-03-25 20:37:02,000 - mmdet - INFO - Epoch [11][650/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2675, loss_bbox: 0.3870, d0.loss_cls: 0.5695, d0.loss_bbox: 0.4382 d1.loss_cls: 0.5264, d1.loss_bbox: 0.5746 d2.loss_cls: 0.4518, d2.loss_bbox: 0.4481 d3.loss_cls: 0.4245, d3.loss_bbox: 0.4630 d4.loss_cls: 0.4309, d4.loss_bbox: 0.4463, loss: 3.8405, grad_norm: 53.5611
2024-03-24 20:30:05,656 - my_logger - INFO - 2024-03-25 20:39:02,000 - mmdet - INFO - Epoch [11][700/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3483, loss_bbox: 0.3887, d0.loss_cls: 0.5690, d0.loss_bbox: 0.3329 d1.loss_cls: 0.3488, d1.loss_bbox: 0.5672 d2.loss_cls: 0.5353, d2.loss_bbox: 0.4009 d3.loss_cls: 0.5990, d3.loss_bbox: 0.3395 d4.loss_cls: 0.4583, d4.loss_bbox: 0.4023, loss: 4.1389, grad_norm: 54.6349
2024-03-24 20:30:05,657 - my_logger - INFO - 2024-03-25 20:41:02,000 - mmdet - INFO - Epoch [11][750/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2933, loss_bbox: 0.4328, d0.loss_cls: 0.4863, d0.loss_bbox: 0.3639 d1.loss_cls: 0.4917, d1.loss_bbox: 0.5526 d2.loss_cls: 0.3134, d2.loss_bbox: 0.4353 d3.loss_cls: 0.5992, d3.loss_bbox: 0.5905 d4.loss_cls: 0.4818, d4.loss_bbox: 0.4546, loss: 4.8684, grad_norm: 56.5020
2024-03-24 20:30:05,663 - my_logger - INFO - 2024-03-25 20:43:02,000 - mmdet - INFO - Epoch [11][800/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5820, loss_bbox: 0.5656, d0.loss_cls: 0.3670, d0.loss_bbox: 0.3829 d1.loss_cls: 0.3713, d1.loss_bbox: 0.4599 d2.loss_cls: 0.3755, d2.loss_bbox: 0.3956 d3.loss_cls: 0.4205, d3.loss_bbox: 0.4320 d4.loss_cls: 0.5879, d4.loss_bbox: 0.5541, loss: 3.9849, grad_norm: 54.6495
2024-03-24 20:30:05,664 - my_logger - INFO - 2024-03-25 20:45:02,000 - mmdet - INFO - Epoch [11][850/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3035, loss_bbox: 0.3045, d0.loss_cls: 0.3808, d0.loss_bbox: 0.4703 d1.loss_cls: 0.5683, d1.loss_bbox: 0.4270 d2.loss_cls: 0.5101, d2.loss_bbox: 0.5248 d3.loss_cls: 0.3088, d3.loss_bbox: 0.4707 d4.loss_cls: 0.4254, d4.loss_bbox: 0.4498, loss: 3.5993, grad_norm: 58.7720
2024-03-24 20:30:05,664 - my_logger - INFO - 2024-03-25 20:47:02,000 - mmdet - INFO - Epoch [11][900/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2685, loss_bbox: 0.4084, d0.loss_cls: 0.5270, d0.loss_bbox: 0.5098 d1.loss_cls: 0.5181, d1.loss_bbox: 0.3404 d2.loss_cls: 0.5969, d2.loss_bbox: 0.4882 d3.loss_cls: 0.5850, d3.loss_bbox: 0.5281 d4.loss_cls: 0.5074, d4.loss_bbox: 0.5744, loss: 4.4929, grad_norm: 51.0268
2024-03-24 20:30:05,665 - my_logger - INFO - 2024-03-25 20:49:02,000 - mmdet - INFO - Epoch [11][950/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5386, loss_bbox: 0.5242, d0.loss_cls: 0.5463, d0.loss_bbox: 0.5723 d1.loss_cls: 0.4461, d1.loss_bbox: 0.4318 d2.loss_cls: 0.4309, d2.loss_bbox: 0.5043 d3.loss_cls: 0.3526, d3.loss_bbox: 0.3866 d4.loss_cls: 0.4105, d4.loss_bbox: 0.5894, loss: 3.6282, grad_norm: 56.8126
2024-03-24 20:30:05,665 - my_logger - INFO - 2024-03-25 20:51:02,000 - mmdet - INFO - Epoch [11][1000/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2953, loss_bbox: 0.5340, d0.loss_cls: 0.4412, d0.loss_bbox: 0.3903 d1.loss_cls: 0.4232, d1.loss_bbox: 0.3812 d2.loss_cls: 0.5094, d2.loss_bbox: 0.3014 d3.loss_cls: 0.5641, d3.loss_bbox: 0.5876 d4.loss_cls: 0.5503, d4.loss_bbox: 0.5919, loss: 4.2119, grad_norm: 51.8171
2024-03-24 20:30:05,665 - my_logger - INFO - 2024-03-25 20:53:02,000 - mmdet - INFO - Epoch [11][1050/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5761, loss_bbox: 0.3506, d0.loss_cls: 0.3166, d0.loss_bbox: 0.5811 d1.loss_cls: 0.4764, d1.loss_bbox: 0.3954 d2.loss_cls: 0.5185, d2.loss_bbox: 0.3661 d3.loss_cls: 0.3980, d3.loss_bbox: 0.4698 d4.loss_cls: 0.5305, d4.loss_bbox: 0.3083, loss: 4.6956, grad_norm: 51.4479
2024-03-24 20:30:05,666 - my_logger - INFO - 2024-03-25 20:55:02,000 - mmdet - INFO - Epoch [11][1100/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5976, loss_bbox: 0.4297, d0.loss_cls: 0.4643, d0.loss_bbox: 0.4127 d1.loss_cls: 0.3471, d1.loss_bbox: 0.5639 d2.loss_cls: 0.4304, d2.loss_bbox: 0.5525 d3.loss_cls: 0.4976, d3.loss_bbox: 0.3898 d4.loss_cls: 0.3369, d4.loss_bbox: 0.5967, loss: 4.0370, grad_norm: 57.2608
2024-03-24 20:30:05,666 - my_logger - INFO - 2024-03-25 20:57:02,000 - mmdet - INFO - Epoch [11][1150/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3776, loss_bbox: 0.4829, d0.loss_cls: 0.4046, d0.loss_bbox: 0.5906 d1.loss_cls: 0.3546, d1.loss_bbox: 0.4319 d2.loss_cls: 0.5622, d2.loss_bbox: 0.3220 d3.loss_cls: 0.3716, d3.loss_bbox: 0.4473 d4.loss_cls: 0.5678, d4.loss_bbox: 0.4553, loss: 4.4238, grad_norm: 55.5464
2024-03-24 20:30:05,666 - my_logger - INFO - 2024-03-25 20:59:02,000 - mmdet - INFO - Epoch [11][1200/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4978, loss_bbox: 0.5366, d0.loss_cls: 0.5974, d0.loss_bbox: 0.5156 d1.loss_cls: 0.3219, d1.loss_bbox: 0.5639 d2.loss_cls: 0.5963, d2.loss_bbox: 0.3524 d3.loss_cls: 0.4156, d3.loss_bbox: 0.4408 d4.loss_cls: 0.3209, d4.loss_bbox: 0.3159, loss: 4.8565, grad_norm: 54.0627
2024-03-24 20:30:05,667 - my_logger - INFO - 2024-03-25 21:01:02,000 - mmdet - INFO - Epoch [11][1250/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2761, loss_bbox: 0.3750, d0.loss_cls: 0.3521, d0.loss_bbox: 0.5048 d1.loss_cls: 0.5289, d1.loss_bbox: 0.3717 d2.loss_cls: 0.5518, d2.loss_bbox: 0.5069 d3.loss_cls: 0.3913, d3.loss_bbox: 0.4826 d4.loss_cls: 0.5004, d4.loss_bbox: 0.5826, loss: 4.1203, grad_norm: 52.2251
2024-03-24 20:30:05,667 - my_logger - INFO - 2024-03-25 21:03:02,000 - mmdet - INFO - Epoch [11][1300/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3958, loss_bbox: 0.3927, d0.loss_cls: 0.4755, d0.loss_bbox: 0.4815 d1.loss_cls: 0.5731, d1.loss_bbox: 0.5754 d2.loss_cls: 0.5144, d2.loss_bbox: 0.5008 d3.loss_cls: 0.3251, d3.loss_bbox: 0.4520 d4.loss_cls: 0.5050, d4.loss_bbox: 0.3167, loss: 3.5592, grad_norm: 51.5819
2024-03-24 20:30:05,668 - my_logger - INFO - 2024-03-25 21:05:02,000 - mmdet - INFO - Epoch [11][1350/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2594, loss_bbox: 0.3050, d0.loss_cls: 0.3599, d0.loss_bbox: 0.5574 d1.loss_cls: 0.3336, d1.loss_bbox: 0.4277 d2.loss_cls: 0.5485, d2.loss_bbox: 0.3456 d3.loss_cls: 0.3616, d3.loss_bbox: 0.5917 d4.loss_cls: 0.4195, d4.loss_bbox: 0.3565, loss: 3.5479, grad_norm: 50.1988
2024-03-24 20:30:05,668 - my_logger - INFO - 2024-03-25 21:07:02,000 - mmdet - INFO - Epoch [11][1400/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2702, loss_bbox: 0.5200, d0.loss_cls: 0.4663, d0.loss_bbox: 0.5650 d1.loss_cls: 0.4151, d1.loss_bbox: 0.4707 d2.loss_cls: 0.3277, d2.loss_bbox: 0.5069 d3.loss_cls: 0.5545, d3.loss_bbox: 0.4758 d4.loss_cls: 0.3085, d4.loss_bbox: 0.5268, loss: 3.9318, grad_norm: 55.8218
2024-03-24 20:30:05,668 - my_logger - INFO - 2024-03-25 21:09:02,000 - mmdet - INFO - Epoch [11][1450/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5816, loss_bbox: 0.5888, d0.loss_cls: 0.5395, d0.loss_bbox: 0.3578 d1.loss_cls: 0.3830, d1.loss_bbox: 0.3896 d2.loss_cls: 0.3449, d2.loss_bbox: 0.4085 d3.loss_cls: 0.3010, d3.loss_bbox: 0.4230 d4.loss_cls: 0.3965, d4.loss_bbox: 0.4974, loss: 3.8574, grad_norm: 55.1821
2024-03-24 20:30:05,669 - my_logger - INFO - 2024-03-25 21:11:02,000 - mmdet - INFO - Epoch [11][1500/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5157, loss_bbox: 0.5524, d0.loss_cls: 0.4400, d0.loss_bbox: 0.5666 d1.loss_cls: 0.5209, d1.loss_bbox: 0.3807 d2.loss_cls: 0.5056, d2.loss_bbox: 0.5779 d3.loss_cls: 0.5983, d3.loss_bbox: 0.4729 d4.loss_cls: 0.4770, d4.loss_bbox: 0.4642, loss: 4.7225, grad_norm: 50.1397
2024-03-24 20:30:05,669 - my_logger - INFO - 2024-03-25 21:13:02,000 - mmdet - INFO - Epoch [11][1550/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3739, loss_bbox: 0.3483, d0.loss_cls: 0.4203, d0.loss_bbox: 0.4629 d1.loss_cls: 0.3266, d1.loss_bbox: 0.4402 d2.loss_cls: 0.5923, d2.loss_bbox: 0.4819 d3.loss_cls: 0.3004, d3.loss_bbox: 0.5391 d4.loss_cls: 0.4405, d4.loss_bbox: 0.5543, loss: 4.2255, grad_norm: 54.4745
2024-03-24 20:30:05,669 - my_logger - INFO - 2024-03-25 21:15:02,000 - mmdet - INFO - Epoch [11][1600/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3179, loss_bbox: 0.4928, d0.loss_cls: 0.4940, d0.loss_bbox: 0.4884 d1.loss_cls: 0.4975, d1.loss_bbox: 0.4380 d2.loss_cls: 0.4906, d2.loss_bbox: 0.4667 d3.loss_cls: 0.4480, d3.loss_bbox: 0.3126 d4.loss_cls: 0.3108, d4.loss_bbox: 0.4980, loss: 3.9574, grad_norm: 59.3202
2024-03-24 20:30:05,670 - my_logger - INFO - 2024-03-25 21:17:02,000 - mmdet - INFO - Epoch [11][1650/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4056, loss_bbox: 0.4408, d0.loss_cls: 0.3014, d0.loss_bbox: 0.5438 d1.loss_cls: 0.4273, d1.loss_bbox: 0.4997 d2.loss_cls: 0.3209, d2.loss_bbox: 0.4261 d3.loss_cls: 0.3208, d3.loss_bbox: 0.4875 d4.loss_cls: 0.3508, d4.loss_bbox: 0.5404, loss: 4.2481, grad_norm: 54.1795
2024-03-24 20:30:05,670 - my_logger - INFO - 2024-03-25 21:19:02,000 - mmdet - INFO - Epoch [11][1700/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2717, loss_bbox: 0.4259, d0.loss_cls: 0.3702, d0.loss_bbox: 0.4217 d1.loss_cls: 0.4174, d1.loss_bbox: 0.3573 d2.loss_cls: 0.5145, d2.loss_bbox: 0.3720 d3.loss_cls: 0.5134, d3.loss_bbox: 0.3440 d4.loss_cls: 0.4525, d4.loss_bbox: 0.5941, loss: 3.7730, grad_norm: 56.1483
2024-03-24 20:30:05,671 - my_logger - INFO - 2024-03-25 21:21:02,000 - mmdet - INFO - Epoch [11][1750/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4948, loss_bbox: 0.4926, d0.loss_cls: 0.5651, d0.loss_bbox: 0.4846 d1.loss_cls: 0.4730, d1.loss_bbox: 0.5136 d2.loss_cls: 0.4740, d2.loss_bbox: 0.3221 d3.loss_cls: 0.3593, d3.loss_bbox: 0.5340 d4.loss_cls: 0.5764, d4.loss_bbox: 0.5570, loss: 3.7164, grad_norm: 53.1262
2024-03-24 20:30:05,671 - my_logger - INFO - 2024-03-25 21:23:02,000 - mmdet - INFO - Epoch [11][1800/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3560, loss_bbox: 0.5989, d0.loss_cls: 0.4657, d0.loss_bbox: 0.4342 d1.loss_cls: 0.4918, d1.loss_bbox: 0.5348 d2.loss_cls: 0.3288, d2.loss_bbox: 0.3785 d3.loss_cls: 0.3506, d3.loss_bbox: 0.4895 d4.loss_cls: 0.4244, d4.loss_bbox: 0.3671, loss: 3.6612, grad_norm: 52.3565
2024-03-24 20:30:05,671 - my_logger - INFO - 2024-03-25 21:25:02,000 - mmdet - INFO - Epoch [11][1850/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5235, loss_bbox: 0.4486, d0.loss_cls: 0.3708, d0.loss_bbox: 0.3338 d1.loss_cls: 0.4660, d1.loss_bbox: 0.4707 d2.loss_cls: 0.4919, d2.loss_bbox: 0.5332 d3.loss_cls: 0.4301, d3.loss_bbox: 0.3395 d4.loss_cls: 0.5818, d4.loss_bbox: 0.4498, loss: 4.3028, grad_norm: 56.0113
2024-03-24 20:30:05,672 - my_logger - INFO - 2024-03-25 21:27:02,000 - mmdet - INFO - Epoch [11][1900/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4916, loss_bbox: 0.3265, d0.loss_cls: 0.5835, d0.loss_bbox: 0.4112 d1.loss_cls: 0.3917, d1.loss_bbox: 0.3306 d2.loss_cls: 0.4102, d2.loss_bbox: 0.3329 d3.loss_cls: 0.5258, d3.loss_bbox: 0.3508 d4.loss_cls: 0.3881, d4.loss_bbox: 0.5583, loss: 4.8014, grad_norm: 59.4815
2024-03-24 20:30:05,672 - my_logger - INFO - 2024-03-25 21:29:02,000 - mmdet - INFO - Epoch [11][1950/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3041, loss_bbox: 0.3490, d0.loss_cls: 0.5529, d0.loss_bbox: 0.4515 d1.loss_cls: 0.5831, d1.loss_bbox: 0.5245 d2.loss_cls: 0.3778, d2.loss_bbox: 0.5487 d3.loss_cls: 0.5896, d3.loss_bbox: 0.3125 d4.loss_cls: 0.4615, d4.loss_bbox: 0.3776, loss: 4.7927, grad_norm: 53.9191
2024-03-24 20:30:05,672 - my_logger - INFO - 2024-03-25 21:31:02,000 - mmdet - INFO - Epoch [11][2000/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3810, loss_bbox: 0.5364, d0.loss_cls: 0.4645, d0.loss_bbox: 0.4071 d1.loss_cls: 0.5618, d1.loss_bbox: 0.5271 d2.loss_cls: 0.3377, d2.loss_bbox: 0.3809 d3.loss_cls: 0.4905, d3.loss_bbox: 0.4024 d4.loss_cls: 0.5133, d4.loss_bbox: 0.3486, loss: 4.6869, grad_norm: 57.3043
2024-03-24 20:30:05,673 - my_logger - INFO - 2024-03-25 21:33:02,000 - mmdet - INFO - Epoch [11][2050/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5746, loss_bbox: 0.5917, d0.loss_cls: 0.4346, d0.loss_bbox: 0.4199 d1.loss_cls: 0.3600, d1.loss_bbox: 0.4726 d2.loss_cls: 0.4884, d2.loss_bbox: 0.3113 d3.loss_cls: 0.3114, d3.loss_bbox: 0.4860 d4.loss_cls: 0.5596, d4.loss_bbox: 0.5016, loss: 4.6802, grad_norm: 51.5934
2024-03-24 20:30:05,681 - my_logger - INFO - 2024-03-25 21:35:02,000 - mmdet - INFO - Epoch [11][2100/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2949, loss_bbox: 0.3819, d0.loss_cls: 0.4793, d0.loss_bbox: 0.4769 d1.loss_cls: 0.3078, d1.loss_bbox: 0.3298 d2.loss_cls: 0.3707, d2.loss_bbox: 0.3657 d3.loss_cls: 0.5200, d3.loss_bbox: 0.5654 d4.loss_cls: 0.4678, d4.loss_bbox: 0.4803, loss: 4.2595, grad_norm: 52.7662
2024-03-24 20:30:05,682 - my_logger - INFO - 2024-03-25 21:37:02,000 - mmdet - INFO - Epoch [11][2150/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4282, loss_bbox: 0.5106, d0.loss_cls: 0.5421, d0.loss_bbox: 0.5739 d1.loss_cls: 0.4924, d1.loss_bbox: 0.5712 d2.loss_cls: 0.5328, d2.loss_bbox: 0.4049 d3.loss_cls: 0.4976, d3.loss_bbox: 0.3946 d4.loss_cls: 0.5004, d4.loss_bbox: 0.4995, loss: 3.9505, grad_norm: 59.9033
2024-03-24 20:30:05,684 - my_logger - INFO - 2024-03-25 21:39:02,000 - mmdet - INFO - Epoch [11][2200/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4163, loss_bbox: 0.4727, d0.loss_cls: 0.5418, d0.loss_bbox: 0.3179 d1.loss_cls: 0.4521, d1.loss_bbox: 0.4266 d2.loss_cls: 0.4134, d2.loss_bbox: 0.5270 d3.loss_cls: 0.5107, d3.loss_bbox: 0.3653 d4.loss_cls: 0.3994, d4.loss_bbox: 0.3722, loss: 4.8190, grad_norm: 59.8708
2024-03-24 20:30:05,684 - my_logger - INFO - 2024-03-25 21:41:02,000 - mmdet - INFO - Epoch [11][2250/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3095, loss_bbox: 0.5782, d0.loss_cls: 0.3707, d0.loss_bbox: 0.4483 d1.loss_cls: 0.4010, d1.loss_bbox: 0.5835 d2.loss_cls: 0.3061, d2.loss_bbox: 0.4424 d3.loss_cls: 0.5879, d3.loss_bbox: 0.5596 d4.loss_cls: 0.3458, d4.loss_bbox: 0.3344, loss: 4.2924, grad_norm: 51.4215
2024-03-24 20:30:05,685 - my_logger - INFO - 2024-03-25 21:43:02,000 - mmdet - INFO - Epoch [11][2300/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4261, loss_bbox: 0.4260, d0.loss_cls: 0.3400, d0.loss_bbox: 0.5314 d1.loss_cls: 0.3809, d1.loss_bbox: 0.5476 d2.loss_cls: 0.5437, d2.loss_bbox: 0.5041 d3.loss_cls: 0.3104, d3.loss_bbox: 0.3934 d4.loss_cls: 0.4923, d4.loss_bbox: 0.4238, loss: 4.4741, grad_norm: 51.1369
2024-03-24 20:30:05,685 - my_logger - INFO - 2024-03-25 21:45:02,000 - mmdet - INFO - Epoch [11][2350/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3656, loss_bbox: 0.4330, d0.loss_cls: 0.4136, d0.loss_bbox: 0.5408 d1.loss_cls: 0.3759, d1.loss_bbox: 0.5444 d2.loss_cls: 0.3646, d2.loss_bbox: 0.3469 d3.loss_cls: 0.5254, d3.loss_bbox: 0.4011 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4711, loss: 4.2478, grad_norm: 56.6380
2024-03-24 20:30:05,685 - my_logger - INFO - 2024-03-25 21:47:02,000 - mmdet - INFO - Epoch [11][2400/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2797, loss_bbox: 0.4752, d0.loss_cls: 0.4109, d0.loss_bbox: 0.4234 d1.loss_cls: 0.4512, d1.loss_bbox: 0.4630 d2.loss_cls: 0.3625, d2.loss_bbox: 0.3401 d3.loss_cls: 0.4821, d3.loss_bbox: 0.3800 d4.loss_cls: 0.3844, d4.loss_bbox: 0.5681, loss: 3.7933, grad_norm: 53.3892
2024-03-24 20:30:05,686 - my_logger - INFO - 2024-03-25 21:49:02,000 - mmdet - INFO - Epoch [11][2450/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2583, loss_bbox: 0.5984, d0.loss_cls: 0.5800, d0.loss_bbox: 0.3027 d1.loss_cls: 0.3105, d1.loss_bbox: 0.3545 d2.loss_cls: 0.4206, d2.loss_bbox: 0.4763 d3.loss_cls: 0.3296, d3.loss_bbox: 0.3021 d4.loss_cls: 0.3688, d4.loss_bbox: 0.3182, loss: 4.6771, grad_norm: 56.4562
2024-03-24 20:30:05,686 - my_logger - INFO - 2024-03-25 21:51:02,000 - mmdet - INFO - Epoch [11][2500/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2780, loss_bbox: 0.4744, d0.loss_cls: 0.4964, d0.loss_bbox: 0.5670 d1.loss_cls: 0.5427, d1.loss_bbox: 0.3630 d2.loss_cls: 0.4353, d2.loss_bbox: 0.3851 d3.loss_cls: 0.4756, d3.loss_bbox: 0.4415 d4.loss_cls: 0.3057, d4.loss_bbox: 0.3206, loss: 4.0781, grad_norm: 54.4773
2024-03-24 20:30:05,687 - my_logger - INFO - 2024-03-25 21:53:02,000 - mmdet - INFO - Epoch [11][2550/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5412, loss_bbox: 0.4501, d0.loss_cls: 0.4804, d0.loss_bbox: 0.3920 d1.loss_cls: 0.5174, d1.loss_bbox: 0.3557 d2.loss_cls: 0.4604, d2.loss_bbox: 0.4220 d3.loss_cls: 0.4547, d3.loss_bbox: 0.4004 d4.loss_cls: 0.4239, d4.loss_bbox: 0.5498, loss: 4.2396, grad_norm: 57.6783
2024-03-24 20:30:05,687 - my_logger - INFO - 2024-03-25 21:55:02,000 - mmdet - INFO - Epoch [11][2600/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4917, loss_bbox: 0.5352, d0.loss_cls: 0.5072, d0.loss_bbox: 0.3552 d1.loss_cls: 0.3261, d1.loss_bbox: 0.5269 d2.loss_cls: 0.4906, d2.loss_bbox: 0.4164 d3.loss_cls: 0.4923, d3.loss_bbox: 0.4311 d4.loss_cls: 0.5195, d4.loss_bbox: 0.5316, loss: 4.8686, grad_norm: 56.2967
2024-03-24 20:30:05,687 - my_logger - INFO - 2024-03-25 21:57:02,000 - mmdet - INFO - Epoch [11][2650/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2778, loss_bbox: 0.3259, d0.loss_cls: 0.4800, d0.loss_bbox: 0.4920 d1.loss_cls: 0.3293, d1.loss_bbox: 0.5486 d2.loss_cls: 0.4877, d2.loss_bbox: 0.5190 d3.loss_cls: 0.3922, d3.loss_bbox: 0.4361 d4.loss_cls: 0.5243, d4.loss_bbox: 0.4464, loss: 3.5391, grad_norm: 52.1514
2024-03-24 20:30:05,688 - my_logger - INFO - 2024-03-25 21:59:02,000 - mmdet - INFO - Epoch [11][2700/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4020, loss_bbox: 0.3028, d0.loss_cls: 0.5258, d0.loss_bbox: 0.5956 d1.loss_cls: 0.5380, d1.loss_bbox: 0.3054 d2.loss_cls: 0.5414, d2.loss_bbox: 0.5911 d3.loss_cls: 0.3127, d3.loss_bbox: 0.5024 d4.loss_cls: 0.3371, d4.loss_bbox: 0.5436, loss: 4.3290, grad_norm: 57.9203
2024-03-24 20:30:05,688 - my_logger - INFO - 2024-03-25 22:01:02,000 - mmdet - INFO - Epoch [11][2750/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3506, loss_bbox: 0.5688, d0.loss_cls: 0.3453, d0.loss_bbox: 0.3695 d1.loss_cls: 0.3873, d1.loss_bbox: 0.3866 d2.loss_cls: 0.5202, d2.loss_bbox: 0.5849 d3.loss_cls: 0.4045, d3.loss_bbox: 0.4405 d4.loss_cls: 0.5868, d4.loss_bbox: 0.5504, loss: 3.8370, grad_norm: 54.6506
2024-03-24 20:30:05,688 - my_logger - INFO - 2024-03-25 22:03:02,000 - mmdet - INFO - Epoch [11][2800/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3854, loss_bbox: 0.5882, d0.loss_cls: 0.3698, d0.loss_bbox: 0.5175 d1.loss_cls: 0.3613, d1.loss_bbox: 0.3343 d2.loss_cls: 0.4664, d2.loss_bbox: 0.3039 d3.loss_cls: 0.3243, d3.loss_bbox: 0.5446 d4.loss_cls: 0.4991, d4.loss_bbox: 0.3278, loss: 3.8742, grad_norm: 59.9638
2024-03-24 20:30:05,689 - my_logger - INFO - 2024-03-25 22:05:02,000 - mmdet - INFO - Epoch [11][2850/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3754, loss_bbox: 0.4283, d0.loss_cls: 0.4038, d0.loss_bbox: 0.3931 d1.loss_cls: 0.4954, d1.loss_bbox: 0.5472 d2.loss_cls: 0.5826, d2.loss_bbox: 0.5135 d3.loss_cls: 0.5542, d3.loss_bbox: 0.5464 d4.loss_cls: 0.4202, d4.loss_bbox: 0.3503, loss: 4.6786, grad_norm: 51.4077
2024-03-24 20:30:05,689 - my_logger - INFO - 2024-03-25 22:07:02,000 - mmdet - INFO - Epoch [11][2900/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4976, loss_bbox: 0.3744, d0.loss_cls: 0.3962, d0.loss_bbox: 0.4296 d1.loss_cls: 0.5320, d1.loss_bbox: 0.4785 d2.loss_cls: 0.5628, d2.loss_bbox: 0.3517 d3.loss_cls: 0.4540, d3.loss_bbox: 0.4636 d4.loss_cls: 0.5713, d4.loss_bbox: 0.3854, loss: 4.6076, grad_norm: 59.9533
2024-03-24 20:30:05,690 - my_logger - INFO - 2024-03-25 22:09:02,000 - mmdet - INFO - Epoch [11][2950/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5200, loss_bbox: 0.3493, d0.loss_cls: 0.4182, d0.loss_bbox: 0.3150 d1.loss_cls: 0.5990, d1.loss_bbox: 0.5676 d2.loss_cls: 0.5276, d2.loss_bbox: 0.4721 d3.loss_cls: 0.5742, d3.loss_bbox: 0.3402 d4.loss_cls: 0.5553, d4.loss_bbox: 0.3029, loss: 4.5363, grad_norm: 59.8457
2024-03-24 20:30:05,690 - my_logger - INFO - 2024-03-25 22:11:02,000 - mmdet - INFO - Epoch [11][3000/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3727, loss_bbox: 0.3682, d0.loss_cls: 0.5993, d0.loss_bbox: 0.5675 d1.loss_cls: 0.5139, d1.loss_bbox: 0.3464 d2.loss_cls: 0.4817, d2.loss_bbox: 0.5356 d3.loss_cls: 0.5280, d3.loss_bbox: 0.3017 d4.loss_cls: 0.5204, d4.loss_bbox: 0.5629, loss: 4.6760, grad_norm: 50.3329
2024-03-24 20:30:05,690 - my_logger - INFO - 2024-03-25 22:13:02,000 - mmdet - INFO - Epoch [11][3050/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3012, loss_bbox: 0.4292, d0.loss_cls: 0.3114, d0.loss_bbox: 0.5017 d1.loss_cls: 0.3244, d1.loss_bbox: 0.3680 d2.loss_cls: 0.4224, d2.loss_bbox: 0.5151 d3.loss_cls: 0.4933, d3.loss_bbox: 0.5017 d4.loss_cls: 0.4901, d4.loss_bbox: 0.3012, loss: 3.6302, grad_norm: 57.4725
2024-03-24 20:30:05,691 - my_logger - INFO - 2024-03-25 22:15:02,000 - mmdet - INFO - Epoch [11][3100/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4696, loss_bbox: 0.5827, d0.loss_cls: 0.3883, d0.loss_bbox: 0.4378 d1.loss_cls: 0.4148, d1.loss_bbox: 0.4906 d2.loss_cls: 0.5293, d2.loss_bbox: 0.5924 d3.loss_cls: 0.5321, d3.loss_bbox: 0.5797 d4.loss_cls: 0.4610, d4.loss_bbox: 0.3562, loss: 4.9860, grad_norm: 59.0761
2024-03-24 20:30:05,691 - my_logger - INFO - 2024-03-25 22:17:02,000 - mmdet - INFO - Epoch [11][3150/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4012, loss_bbox: 0.4480, d0.loss_cls: 0.5015, d0.loss_bbox: 0.5781 d1.loss_cls: 0.5776, d1.loss_bbox: 0.5753 d2.loss_cls: 0.3519, d2.loss_bbox: 0.5773 d3.loss_cls: 0.3636, d3.loss_bbox: 0.3285 d4.loss_cls: 0.4070, d4.loss_bbox: 0.3271, loss: 4.3244, grad_norm: 51.2891
2024-03-24 20:30:05,692 - my_logger - INFO - 2024-03-25 22:19:02,000 - mmdet - INFO - Epoch [11][3200/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5948, loss_bbox: 0.3912, d0.loss_cls: 0.4551, d0.loss_bbox: 0.5522 d1.loss_cls: 0.5114, d1.loss_bbox: 0.3132 d2.loss_cls: 0.3750, d2.loss_bbox: 0.4711 d3.loss_cls: 0.3763, d3.loss_bbox: 0.4562 d4.loss_cls: 0.4688, d4.loss_bbox: 0.3696, loss: 4.3937, grad_norm: 59.6792
2024-03-24 20:30:05,692 - my_logger - INFO - 2024-03-25 22:21:02,000 - mmdet - INFO - Epoch [11][3250/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3288, loss_bbox: 0.3457, d0.loss_cls: 0.5444, d0.loss_bbox: 0.4525 d1.loss_cls: 0.4840, d1.loss_bbox: 0.3322 d2.loss_cls: 0.4510, d2.loss_bbox: 0.5254 d3.loss_cls: 0.4428, d3.loss_bbox: 0.3406 d4.loss_cls: 0.4709, d4.loss_bbox: 0.3360, loss: 4.7883, grad_norm: 59.5070
2024-03-24 20:30:05,692 - my_logger - INFO - 2024-03-25 22:23:02,000 - mmdet - INFO - Epoch [11][3300/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2726, loss_bbox: 0.4349, d0.loss_cls: 0.4842, d0.loss_bbox: 0.3637 d1.loss_cls: 0.4768, d1.loss_bbox: 0.4369 d2.loss_cls: 0.4156, d2.loss_bbox: 0.5424 d3.loss_cls: 0.3254, d3.loss_bbox: 0.5521 d4.loss_cls: 0.3275, d4.loss_bbox: 0.5507, loss: 4.5372, grad_norm: 58.1049
2024-03-24 20:30:05,693 - my_logger - INFO - 2024-03-25 22:25:02,000 - mmdet - INFO - Epoch [11][3350/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5717, loss_bbox: 0.5787, d0.loss_cls: 0.4409, d0.loss_bbox: 0.5660 d1.loss_cls: 0.5733, d1.loss_bbox: 0.3253 d2.loss_cls: 0.3253, d2.loss_bbox: 0.3361 d3.loss_cls: 0.4076, d3.loss_bbox: 0.4308 d4.loss_cls: 0.4925, d4.loss_bbox: 0.4092, loss: 3.9945, grad_norm: 57.0985
2024-03-24 20:30:05,693 - my_logger - INFO - 2024-03-25 22:27:02,000 - mmdet - INFO - Epoch [11][3400/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4656, loss_bbox: 0.3712, d0.loss_cls: 0.4547, d0.loss_bbox: 0.4815 d1.loss_cls: 0.5091, d1.loss_bbox: 0.4483 d2.loss_cls: 0.3411, d2.loss_bbox: 0.5916 d3.loss_cls: 0.4530, d3.loss_bbox: 0.4883 d4.loss_cls: 0.3747, d4.loss_bbox: 0.4556, loss: 4.8113, grad_norm: 54.0538
2024-03-24 20:30:05,694 - my_logger - INFO - 2024-03-25 22:29:02,000 - mmdet - INFO - Epoch [11][3450/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4410, loss_bbox: 0.4693, d0.loss_cls: 0.3767, d0.loss_bbox: 0.3961 d1.loss_cls: 0.4255, d1.loss_bbox: 0.4224 d2.loss_cls: 0.5845, d2.loss_bbox: 0.5680 d3.loss_cls: 0.5597, d3.loss_bbox: 0.3833 d4.loss_cls: 0.5367, d4.loss_bbox: 0.5524, loss: 3.6432, grad_norm: 56.6773
2024-03-24 20:30:05,694 - my_logger - INFO - 2024-03-25 22:31:02,000 - mmdet - INFO - Epoch [11][3500/3517][Batch size: 50]	lr: 3.357e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5807, loss_bbox: 0.3826, d0.loss_cls: 0.3092, d0.loss_bbox: 0.4809 d1.loss_cls: 0.4631, d1.loss_bbox: 0.5646 d2.loss_cls: 0.3632, d2.loss_bbox: 0.4578 d3.loss_cls: 0.5491, d3.loss_bbox: 0.5861 d4.loss_cls: 0.3567, d4.loss_bbox: 0.3071, loss: 3.7750, grad_norm: 56.7005
2024-03-24 20:30:05,695 - my_logger - INFO - 2024-03-25 22:33:02,000 - mmdet - INFO - Epoch [12][0/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3558, loss_bbox: 0.4614, d0.loss_cls: 0.4918, d0.loss_bbox: 0.5467 d1.loss_cls: 0.3683, d1.loss_bbox: 0.4634 d2.loss_cls: 0.3716, d2.loss_bbox: 0.5326 d3.loss_cls: 0.5784, d3.loss_bbox: 0.5346 d4.loss_cls: 0.3313, d4.loss_bbox: 0.5370, loss: 3.5385, grad_norm: 53.7124
2024-03-24 20:30:05,695 - my_logger - INFO - 2024-03-25 22:35:02,000 - mmdet - INFO - Epoch [12][50/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3972, loss_bbox: 0.4711, d0.loss_cls: 0.5857, d0.loss_bbox: 0.3458 d1.loss_cls: 0.3956, d1.loss_bbox: 0.5981 d2.loss_cls: 0.5955, d2.loss_bbox: 0.3299 d3.loss_cls: 0.4773, d3.loss_bbox: 0.5100 d4.loss_cls: 0.3719, d4.loss_bbox: 0.3675, loss: 3.6108, grad_norm: 53.9184
2024-03-24 20:30:05,695 - my_logger - INFO - 2024-03-25 22:37:02,000 - mmdet - INFO - Epoch [12][100/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4566, loss_bbox: 0.3841, d0.loss_cls: 0.5561, d0.loss_bbox: 0.4135 d1.loss_cls: 0.3205, d1.loss_bbox: 0.4632 d2.loss_cls: 0.4250, d2.loss_bbox: 0.4878 d3.loss_cls: 0.4945, d3.loss_bbox: 0.5088 d4.loss_cls: 0.4814, d4.loss_bbox: 0.5919, loss: 3.6577, grad_norm: 57.5464
2024-03-24 20:30:05,695 - my_logger - INFO - 2024-03-25 22:39:02,000 - mmdet - INFO - Epoch [12][150/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4869, loss_bbox: 0.4115, d0.loss_cls: 0.4831, d0.loss_bbox: 0.4194 d1.loss_cls: 0.5388, d1.loss_bbox: 0.5175 d2.loss_cls: 0.3354, d2.loss_bbox: 0.4765 d3.loss_cls: 0.3756, d3.loss_bbox: 0.3228 d4.loss_cls: 0.4612, d4.loss_bbox: 0.5161, loss: 4.0092, grad_norm: 56.1199
2024-03-24 20:30:05,695 - my_logger - INFO - 2024-03-25 22:41:02,000 - mmdet - INFO - Epoch [12][200/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5552, loss_bbox: 0.3539, d0.loss_cls: 0.5687, d0.loss_bbox: 0.4706 d1.loss_cls: 0.3551, d1.loss_bbox: 0.5893 d2.loss_cls: 0.4869, d2.loss_bbox: 0.4656 d3.loss_cls: 0.4550, d3.loss_bbox: 0.5434 d4.loss_cls: 0.5540, d4.loss_bbox: 0.5422, loss: 4.1522, grad_norm: 53.6868
2024-03-24 20:30:05,696 - my_logger - INFO - 2024-03-25 22:43:02,000 - mmdet - INFO - Epoch [12][250/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3645, loss_bbox: 0.3382, d0.loss_cls: 0.5526, d0.loss_bbox: 0.3298 d1.loss_cls: 0.5907, d1.loss_bbox: 0.4643 d2.loss_cls: 0.4276, d2.loss_bbox: 0.3729 d3.loss_cls: 0.4737, d3.loss_bbox: 0.5294 d4.loss_cls: 0.4627, d4.loss_bbox: 0.4253, loss: 4.9686, grad_norm: 50.5628
2024-03-24 20:30:05,696 - my_logger - INFO - 2024-03-25 22:45:02,000 - mmdet - INFO - Epoch [12][300/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5673, loss_bbox: 0.3995, d0.loss_cls: 0.3142, d0.loss_bbox: 0.5167 d1.loss_cls: 0.4783, d1.loss_bbox: 0.5935 d2.loss_cls: 0.4752, d2.loss_bbox: 0.3209 d3.loss_cls: 0.4832, d3.loss_bbox: 0.5990 d4.loss_cls: 0.5083, d4.loss_bbox: 0.3953, loss: 3.8732, grad_norm: 51.3051
2024-03-24 20:30:05,696 - my_logger - INFO - 2024-03-25 22:47:02,000 - mmdet - INFO - Epoch [12][350/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2845, loss_bbox: 0.5525, d0.loss_cls: 0.4227, d0.loss_bbox: 0.5217 d1.loss_cls: 0.4461, d1.loss_bbox: 0.3595 d2.loss_cls: 0.4431, d2.loss_bbox: 0.3812 d3.loss_cls: 0.4308, d3.loss_bbox: 0.5904 d4.loss_cls: 0.4728, d4.loss_bbox: 0.4840, loss: 4.3955, grad_norm: 59.1236
2024-03-24 20:30:05,697 - my_logger - INFO - 2024-03-25 22:49:02,000 - mmdet - INFO - Epoch [12][400/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3687, loss_bbox: 0.5636, d0.loss_cls: 0.3714, d0.loss_bbox: 0.3682 d1.loss_cls: 0.5030, d1.loss_bbox: 0.5291 d2.loss_cls: 0.3121, d2.loss_bbox: 0.4732 d3.loss_cls: 0.3977, d3.loss_bbox: 0.5393 d4.loss_cls: 0.5959, d4.loss_bbox: 0.3645, loss: 3.5185, grad_norm: 58.7403
2024-03-24 20:30:05,697 - my_logger - INFO - 2024-03-25 22:51:02,000 - mmdet - INFO - Epoch [12][450/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5125, loss_bbox: 0.3959, d0.loss_cls: 0.4506, d0.loss_bbox: 0.4832 d1.loss_cls: 0.3404, d1.loss_bbox: 0.3678 d2.loss_cls: 0.3645, d2.loss_bbox: 0.5724 d3.loss_cls: 0.3700, d3.loss_bbox: 0.3704 d4.loss_cls: 0.5540, d4.loss_bbox: 0.5821, loss: 4.2857, grad_norm: 50.3640
2024-03-24 20:30:05,698 - my_logger - INFO - 2024-03-25 22:53:02,000 - mmdet - INFO - Epoch [12][500/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3275, loss_bbox: 0.3662, d0.loss_cls: 0.3719, d0.loss_bbox: 0.4856 d1.loss_cls: 0.5150, d1.loss_bbox: 0.5479 d2.loss_cls: 0.5661, d2.loss_bbox: 0.4155 d3.loss_cls: 0.5456, d3.loss_bbox: 0.5520 d4.loss_cls: 0.3747, d4.loss_bbox: 0.5269, loss: 4.1735, grad_norm: 52.2174
2024-03-24 20:30:05,698 - my_logger - INFO - 2024-03-25 22:55:02,000 - mmdet - INFO - Epoch [12][550/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5144, loss_bbox: 0.3574, d0.loss_cls: 0.5459, d0.loss_bbox: 0.5160 d1.loss_cls: 0.5409, d1.loss_bbox: 0.5521 d2.loss_cls: 0.4411, d2.loss_bbox: 0.5559 d3.loss_cls: 0.3219, d3.loss_bbox: 0.4861 d4.loss_cls: 0.5498, d4.loss_bbox: 0.3985, loss: 3.8645, grad_norm: 59.6913
2024-03-24 20:30:05,698 - my_logger - INFO - 2024-03-25 22:57:02,000 - mmdet - INFO - Epoch [12][600/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4725, loss_bbox: 0.3705, d0.loss_cls: 0.4859, d0.loss_bbox: 0.4190 d1.loss_cls: 0.5651, d1.loss_bbox: 0.4642 d2.loss_cls: 0.5561, d2.loss_bbox: 0.3341 d3.loss_cls: 0.3234, d3.loss_bbox: 0.5175 d4.loss_cls: 0.4768, d4.loss_bbox: 0.4198, loss: 4.7752, grad_norm: 53.1137
2024-03-24 20:30:05,699 - my_logger - INFO - 2024-03-25 22:59:02,000 - mmdet - INFO - Epoch [12][650/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2906, loss_bbox: 0.4683, d0.loss_cls: 0.5549, d0.loss_bbox: 0.5786 d1.loss_cls: 0.5269, d1.loss_bbox: 0.4377 d2.loss_cls: 0.5223, d2.loss_bbox: 0.3122 d3.loss_cls: 0.5623, d3.loss_bbox: 0.4162 d4.loss_cls: 0.4386, d4.loss_bbox: 0.4640, loss: 3.9522, grad_norm: 53.6697
2024-03-24 20:30:05,699 - my_logger - INFO - 2024-03-25 23:01:02,000 - mmdet - INFO - Epoch [12][700/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5559, loss_bbox: 0.3996, d0.loss_cls: 0.4629, d0.loss_bbox: 0.5341 d1.loss_cls: 0.4505, d1.loss_bbox: 0.3555 d2.loss_cls: 0.3110, d2.loss_bbox: 0.5908 d3.loss_cls: 0.5699, d3.loss_bbox: 0.4313 d4.loss_cls: 0.4894, d4.loss_bbox: 0.3225, loss: 4.0199, grad_norm: 51.4027
2024-03-24 20:30:05,699 - my_logger - INFO - 2024-03-25 23:03:02,000 - mmdet - INFO - Epoch [12][750/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4291, loss_bbox: 0.3591, d0.loss_cls: 0.3485, d0.loss_bbox: 0.5424 d1.loss_cls: 0.5255, d1.loss_bbox: 0.3068 d2.loss_cls: 0.4324, d2.loss_bbox: 0.4203 d3.loss_cls: 0.4090, d3.loss_bbox: 0.4504 d4.loss_cls: 0.3175, d4.loss_bbox: 0.3531, loss: 3.5967, grad_norm: 56.9813
2024-03-24 20:30:05,700 - my_logger - INFO - 2024-03-25 23:05:02,000 - mmdet - INFO - Epoch [12][800/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2984, loss_bbox: 0.5182, d0.loss_cls: 0.5589, d0.loss_bbox: 0.3990 d1.loss_cls: 0.5675, d1.loss_bbox: 0.5273 d2.loss_cls: 0.4200, d2.loss_bbox: 0.4984 d3.loss_cls: 0.4027, d3.loss_bbox: 0.3006 d4.loss_cls: 0.5281, d4.loss_bbox: 0.5577, loss: 4.0821, grad_norm: 54.7076
2024-03-24 20:30:05,700 - my_logger - INFO - 2024-03-25 23:07:02,000 - mmdet - INFO - Epoch [12][850/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4799, loss_bbox: 0.5355, d0.loss_cls: 0.3059, d0.loss_bbox: 0.4385 d1.loss_cls: 0.5597, d1.loss_bbox: 0.4642 d2.loss_cls: 0.3871, d2.loss_bbox: 0.3794 d3.loss_cls: 0.4258, d3.loss_bbox: 0.3476 d4.loss_cls: 0.4969, d4.loss_bbox: 0.3922, loss: 4.8677, grad_norm: 51.6325
2024-03-24 20:30:05,700 - my_logger - INFO - 2024-03-25 23:09:02,000 - mmdet - INFO - Epoch [12][900/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4770, loss_bbox: 0.5118, d0.loss_cls: 0.3516, d0.loss_bbox: 0.5888 d1.loss_cls: 0.4130, d1.loss_bbox: 0.5193 d2.loss_cls: 0.5874, d2.loss_bbox: 0.5302 d3.loss_cls: 0.5525, d3.loss_bbox: 0.4128 d4.loss_cls: 0.5114, d4.loss_bbox: 0.5192, loss: 3.6677, grad_norm: 53.9046
2024-03-24 20:30:05,701 - my_logger - INFO - 2024-03-25 23:11:02,000 - mmdet - INFO - Epoch [12][950/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5476, loss_bbox: 0.3244, d0.loss_cls: 0.5632, d0.loss_bbox: 0.4485 d1.loss_cls: 0.3431, d1.loss_bbox: 0.5137 d2.loss_cls: 0.3405, d2.loss_bbox: 0.5547 d3.loss_cls: 0.5103, d3.loss_bbox: 0.5193 d4.loss_cls: 0.4830, d4.loss_bbox: 0.3947, loss: 4.0007, grad_norm: 56.1189
2024-03-24 20:30:05,701 - my_logger - INFO - 2024-03-25 23:13:02,000 - mmdet - INFO - Epoch [12][1000/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4010, loss_bbox: 0.5528, d0.loss_cls: 0.5954, d0.loss_bbox: 0.3387 d1.loss_cls: 0.4683, d1.loss_bbox: 0.4210 d2.loss_cls: 0.3073, d2.loss_bbox: 0.5349 d3.loss_cls: 0.5170, d3.loss_bbox: 0.4689 d4.loss_cls: 0.3022, d4.loss_bbox: 0.4657, loss: 3.7803, grad_norm: 50.5735
2024-03-24 20:30:05,701 - my_logger - INFO - 2024-03-25 23:15:02,000 - mmdet - INFO - Epoch [12][1050/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4811, loss_bbox: 0.4577, d0.loss_cls: 0.5297, d0.loss_bbox: 0.4179 d1.loss_cls: 0.4371, d1.loss_bbox: 0.4179 d2.loss_cls: 0.4217, d2.loss_bbox: 0.5745 d3.loss_cls: 0.4729, d3.loss_bbox: 0.4126 d4.loss_cls: 0.4694, d4.loss_bbox: 0.5162, loss: 3.7921, grad_norm: 52.7101
2024-03-24 20:30:05,702 - my_logger - INFO - 2024-03-25 23:17:02,000 - mmdet - INFO - Epoch [12][1100/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4320, loss_bbox: 0.5783, d0.loss_cls: 0.4618, d0.loss_bbox: 0.4168 d1.loss_cls: 0.4610, d1.loss_bbox: 0.4050 d2.loss_cls: 0.5278, d2.loss_bbox: 0.4372 d3.loss_cls: 0.3695, d3.loss_bbox: 0.4517 d4.loss_cls: 0.3003, d4.loss_bbox: 0.3633, loss: 4.9590, grad_norm: 50.1110
2024-03-24 20:30:05,702 - my_logger - INFO - 2024-03-25 23:19:02,000 - mmdet - INFO - Epoch [12][1150/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5815, loss_bbox: 0.3402, d0.loss_cls: 0.4373, d0.loss_bbox: 0.3917 d1.loss_cls: 0.4223, d1.loss_bbox: 0.4262 d2.loss_cls: 0.4089, d2.loss_bbox: 0.4895 d3.loss_cls: 0.5978, d3.loss_bbox: 0.4794 d4.loss_cls: 0.3812, d4.loss_bbox: 0.4517, loss: 4.6337, grad_norm: 56.7415
2024-03-24 20:30:05,703 - my_logger - INFO - 2024-03-25 23:21:02,000 - mmdet - INFO - Epoch [12][1200/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4441, loss_bbox: 0.3417, d0.loss_cls: 0.4227, d0.loss_bbox: 0.3030 d1.loss_cls: 0.4590, d1.loss_bbox: 0.3084 d2.loss_cls: 0.3237, d2.loss_bbox: 0.5375 d3.loss_cls: 0.4871, d3.loss_bbox: 0.4628 d4.loss_cls: 0.5271, d4.loss_bbox: 0.5619, loss: 4.8973, grad_norm: 57.4254
2024-03-24 20:30:05,709 - my_logger - INFO - 2024-03-25 23:23:02,000 - mmdet - INFO - Epoch [12][1250/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4104, loss_bbox: 0.4480, d0.loss_cls: 0.4740, d0.loss_bbox: 0.5508 d1.loss_cls: 0.3874, d1.loss_bbox: 0.3891 d2.loss_cls: 0.4070, d2.loss_bbox: 0.5279 d3.loss_cls: 0.3493, d3.loss_bbox: 0.5664 d4.loss_cls: 0.4382, d4.loss_bbox: 0.5645, loss: 3.5448, grad_norm: 50.3434
2024-03-24 20:30:05,709 - my_logger - INFO - 2024-03-25 23:25:02,000 - mmdet - INFO - Epoch [12][1300/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4375, loss_bbox: 0.4985, d0.loss_cls: 0.4685, d0.loss_bbox: 0.3450 d1.loss_cls: 0.3181, d1.loss_bbox: 0.4480 d2.loss_cls: 0.5140, d2.loss_bbox: 0.3555 d3.loss_cls: 0.5898, d3.loss_bbox: 0.5814 d4.loss_cls: 0.4318, d4.loss_bbox: 0.3693, loss: 4.3576, grad_norm: 50.4555
2024-03-24 20:30:05,710 - my_logger - INFO - 2024-03-25 23:27:02,000 - mmdet - INFO - Epoch [12][1350/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3667, loss_bbox: 0.3139, d0.loss_cls: 0.3472, d0.loss_bbox: 0.3025 d1.loss_cls: 0.4674, d1.loss_bbox: 0.4792 d2.loss_cls: 0.5107, d2.loss_bbox: 0.5457 d3.loss_cls: 0.5940, d3.loss_bbox: 0.5154 d4.loss_cls: 0.3430, d4.loss_bbox: 0.3227, loss: 3.9030, grad_norm: 56.5180
2024-03-24 20:30:05,710 - my_logger - INFO - 2024-03-25 23:29:02,000 - mmdet - INFO - Epoch [12][1400/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4610, loss_bbox: 0.3319, d0.loss_cls: 0.4869, d0.loss_bbox: 0.5195 d1.loss_cls: 0.4002, d1.loss_bbox: 0.5520 d2.loss_cls: 0.3602, d2.loss_bbox: 0.4767 d3.loss_cls: 0.4959, d3.loss_bbox: 0.4890 d4.loss_cls: 0.5130, d4.loss_bbox: 0.5894, loss: 3.7836, grad_norm: 57.8520
2024-03-24 20:30:05,711 - my_logger - INFO - 2024-03-25 23:31:02,000 - mmdet - INFO - Epoch [12][1450/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5695, loss_bbox: 0.5043, d0.loss_cls: 0.3358, d0.loss_bbox: 0.4956 d1.loss_cls: 0.5564, d1.loss_bbox: 0.5445 d2.loss_cls: 0.5579, d2.loss_bbox: 0.5603 d3.loss_cls: 0.5510, d3.loss_bbox: 0.3515 d4.loss_cls: 0.5424, d4.loss_bbox: 0.5912, loss: 3.7595, grad_norm: 54.4770
2024-03-24 20:30:05,711 - my_logger - INFO - 2024-03-25 23:33:02,000 - mmdet - INFO - Epoch [12][1500/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3737, loss_bbox: 0.3929, d0.loss_cls: 0.3077, d0.loss_bbox: 0.3197 d1.loss_cls: 0.4225, d1.loss_bbox: 0.5054 d2.loss_cls: 0.3795, d2.loss_bbox: 0.5492 d3.loss_cls: 0.5262, d3.loss_bbox: 0.3231 d4.loss_cls: 0.3985, d4.loss_bbox: 0.4055, loss: 4.5196, grad_norm: 50.3381
2024-03-24 20:30:05,712 - my_logger - INFO - 2024-03-25 23:35:02,000 - mmdet - INFO - Epoch [12][1550/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5990, loss_bbox: 0.5972, d0.loss_cls: 0.4110, d0.loss_bbox: 0.4926 d1.loss_cls: 0.5755, d1.loss_bbox: 0.4365 d2.loss_cls: 0.5733, d2.loss_bbox: 0.4097 d3.loss_cls: 0.4777, d3.loss_bbox: 0.3314 d4.loss_cls: 0.4048, d4.loss_bbox: 0.3305, loss: 4.8074, grad_norm: 52.2740
2024-03-24 20:30:05,712 - my_logger - INFO - 2024-03-25 23:37:02,000 - mmdet - INFO - Epoch [12][1600/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3364, loss_bbox: 0.4135, d0.loss_cls: 0.3486, d0.loss_bbox: 0.3952 d1.loss_cls: 0.4921, d1.loss_bbox: 0.4478 d2.loss_cls: 0.4579, d2.loss_bbox: 0.5159 d3.loss_cls: 0.3621, d3.loss_bbox: 0.4806 d4.loss_cls: 0.3351, d4.loss_bbox: 0.4690, loss: 3.7739, grad_norm: 55.0323
2024-03-24 20:30:05,713 - my_logger - INFO - 2024-03-25 23:39:02,000 - mmdet - INFO - Epoch [12][1650/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3513, loss_bbox: 0.3287, d0.loss_cls: 0.3978, d0.loss_bbox: 0.5750 d1.loss_cls: 0.5630, d1.loss_bbox: 0.5121 d2.loss_cls: 0.5265, d2.loss_bbox: 0.3094 d3.loss_cls: 0.4466, d3.loss_bbox: 0.3056 d4.loss_cls: 0.3259, d4.loss_bbox: 0.3041, loss: 3.5190, grad_norm: 57.1495
2024-03-24 20:30:05,713 - my_logger - INFO - 2024-03-25 23:41:02,000 - mmdet - INFO - Epoch [12][1700/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4821, loss_bbox: 0.3605, d0.loss_cls: 0.4091, d0.loss_bbox: 0.4741 d1.loss_cls: 0.5681, d1.loss_bbox: 0.5566 d2.loss_cls: 0.5544, d2.loss_bbox: 0.3714 d3.loss_cls: 0.5153, d3.loss_bbox: 0.5957 d4.loss_cls: 0.5671, d4.loss_bbox: 0.5340, loss: 3.8116, grad_norm: 55.4239
2024-03-24 20:30:05,713 - my_logger - INFO - 2024-03-25 23:43:02,000 - mmdet - INFO - Epoch [12][1750/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2858, loss_bbox: 0.4668, d0.loss_cls: 0.4293, d0.loss_bbox: 0.3925 d1.loss_cls: 0.4467, d1.loss_bbox: 0.4983 d2.loss_cls: 0.3138, d2.loss_bbox: 0.4991 d3.loss_cls: 0.5428, d3.loss_bbox: 0.4443 d4.loss_cls: 0.5774, d4.loss_bbox: 0.5763, loss: 4.1415, grad_norm: 54.9769
2024-03-24 20:30:05,714 - my_logger - INFO - 2024-03-25 23:45:02,000 - mmdet - INFO - Epoch [12][1800/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2609, loss_bbox: 0.3587, d0.loss_cls: 0.5054, d0.loss_bbox: 0.4812 d1.loss_cls: 0.3425, d1.loss_bbox: 0.5106 d2.loss_cls: 0.4009, d2.loss_bbox: 0.4102 d3.loss_cls: 0.5770, d3.loss_bbox: 0.5505 d4.loss_cls: 0.4154, d4.loss_bbox: 0.4773, loss: 3.8250, grad_norm: 58.4784
2024-03-24 20:30:05,714 - my_logger - INFO - 2024-03-25 23:47:02,000 - mmdet - INFO - Epoch [12][1850/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4570, loss_bbox: 0.4966, d0.loss_cls: 0.4667, d0.loss_bbox: 0.3210 d1.loss_cls: 0.3375, d1.loss_bbox: 0.4147 d2.loss_cls: 0.3630, d2.loss_bbox: 0.4438 d3.loss_cls: 0.3243, d3.loss_bbox: 0.3360 d4.loss_cls: 0.4355, d4.loss_bbox: 0.3948, loss: 3.6982, grad_norm: 50.6333
2024-03-24 20:30:05,715 - my_logger - INFO - 2024-03-25 23:49:02,000 - mmdet - INFO - Epoch [12][1900/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3946, loss_bbox: 0.5585, d0.loss_cls: 0.4371, d0.loss_bbox: 0.3413 d1.loss_cls: 0.5682, d1.loss_bbox: 0.4269 d2.loss_cls: 0.3321, d2.loss_bbox: 0.5922 d3.loss_cls: 0.5597, d3.loss_bbox: 0.3367 d4.loss_cls: 0.5445, d4.loss_bbox: 0.3409, loss: 3.7553, grad_norm: 53.9298
2024-03-24 20:30:05,715 - my_logger - INFO - 2024-03-25 23:51:02,000 - mmdet - INFO - Epoch [12][1950/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3667, loss_bbox: 0.4410, d0.loss_cls: 0.4521, d0.loss_bbox: 0.5937 d1.loss_cls: 0.4175, d1.loss_bbox: 0.4987 d2.loss_cls: 0.5724, d2.loss_bbox: 0.5120 d3.loss_cls: 0.3032, d3.loss_bbox: 0.5727 d4.loss_cls: 0.4864, d4.loss_bbox: 0.5779, loss: 3.6183, grad_norm: 59.3952
2024-03-24 20:30:05,715 - my_logger - INFO - 2024-03-25 23:53:02,000 - mmdet - INFO - Epoch [12][2000/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3567, loss_bbox: 0.5373, d0.loss_cls: 0.3240, d0.loss_bbox: 0.5038 d1.loss_cls: 0.4160, d1.loss_bbox: 0.4085 d2.loss_cls: 0.4699, d2.loss_bbox: 0.5724 d3.loss_cls: 0.3925, d3.loss_bbox: 0.5847 d4.loss_cls: 0.4312, d4.loss_bbox: 0.4041, loss: 4.6421, grad_norm: 58.0266
2024-03-24 20:30:05,716 - my_logger - INFO - 2024-03-25 23:55:02,000 - mmdet - INFO - Epoch [12][2050/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5898, loss_bbox: 0.3351, d0.loss_cls: 0.3234, d0.loss_bbox: 0.5089 d1.loss_cls: 0.5863, d1.loss_bbox: 0.5057 d2.loss_cls: 0.5160, d2.loss_bbox: 0.3523 d3.loss_cls: 0.4128, d3.loss_bbox: 0.5685 d4.loss_cls: 0.5657, d4.loss_bbox: 0.5622, loss: 3.9053, grad_norm: 56.8034
2024-03-24 20:30:05,716 - my_logger - INFO - 2024-03-25 23:57:02,000 - mmdet - INFO - Epoch [12][2100/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4017, loss_bbox: 0.3807, d0.loss_cls: 0.4362, d0.loss_bbox: 0.5550 d1.loss_cls: 0.4762, d1.loss_bbox: 0.4030 d2.loss_cls: 0.4751, d2.loss_bbox: 0.3213 d3.loss_cls: 0.4861, d3.loss_bbox: 0.5736 d4.loss_cls: 0.4822, d4.loss_bbox: 0.3272, loss: 4.2472, grad_norm: 50.7843
2024-03-24 20:30:05,717 - my_logger - INFO - 2024-03-25 23:59:02,000 - mmdet - INFO - Epoch [12][2150/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4572, loss_bbox: 0.5880, d0.loss_cls: 0.3911, d0.loss_bbox: 0.3189 d1.loss_cls: 0.4405, d1.loss_bbox: 0.5619 d2.loss_cls: 0.4084, d2.loss_bbox: 0.3290 d3.loss_cls: 0.4215, d3.loss_bbox: 0.4457 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4517, loss: 3.5018, grad_norm: 55.2031
2024-03-24 20:30:05,717 - my_logger - INFO - 2024-03-26 00:01:02,000 - mmdet - INFO - Epoch [12][2200/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5344, loss_bbox: 0.5257, d0.loss_cls: 0.5822, d0.loss_bbox: 0.5509 d1.loss_cls: 0.5748, d1.loss_bbox: 0.4680 d2.loss_cls: 0.3564, d2.loss_bbox: 0.5096 d3.loss_cls: 0.5996, d3.loss_bbox: 0.4172 d4.loss_cls: 0.4036, d4.loss_bbox: 0.4266, loss: 3.6997, grad_norm: 55.0031
2024-03-24 20:30:05,717 - my_logger - INFO - 2024-03-26 00:03:02,000 - mmdet - INFO - Epoch [12][2250/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3549, loss_bbox: 0.4056, d0.loss_cls: 0.5021, d0.loss_bbox: 0.4548 d1.loss_cls: 0.3740, d1.loss_bbox: 0.4088 d2.loss_cls: 0.3430, d2.loss_bbox: 0.3934 d3.loss_cls: 0.4190, d3.loss_bbox: 0.4778 d4.loss_cls: 0.4504, d4.loss_bbox: 0.5714, loss: 4.9021, grad_norm: 51.6046
2024-03-24 20:30:05,718 - my_logger - INFO - 2024-03-26 00:05:02,000 - mmdet - INFO - Epoch [12][2300/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3059, loss_bbox: 0.5500, d0.loss_cls: 0.3014, d0.loss_bbox: 0.5534 d1.loss_cls: 0.3792, d1.loss_bbox: 0.4496 d2.loss_cls: 0.3540, d2.loss_bbox: 0.4707 d3.loss_cls: 0.3047, d3.loss_bbox: 0.5588 d4.loss_cls: 0.3280, d4.loss_bbox: 0.5794, loss: 4.2736, grad_norm: 56.0560
2024-03-24 20:30:05,718 - my_logger - INFO - 2024-03-26 00:07:02,000 - mmdet - INFO - Epoch [12][2350/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5208, loss_bbox: 0.3095, d0.loss_cls: 0.5819, d0.loss_bbox: 0.3179 d1.loss_cls: 0.5643, d1.loss_bbox: 0.5687 d2.loss_cls: 0.3910, d2.loss_bbox: 0.3223 d3.loss_cls: 0.5813, d3.loss_bbox: 0.3976 d4.loss_cls: 0.5677, d4.loss_bbox: 0.3141, loss: 3.6880, grad_norm: 59.1011
2024-03-24 20:30:05,719 - my_logger - INFO - 2024-03-26 00:09:02,000 - mmdet - INFO - Epoch [12][2400/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4330, loss_bbox: 0.4390, d0.loss_cls: 0.5906, d0.loss_bbox: 0.3867 d1.loss_cls: 0.3384, d1.loss_bbox: 0.3587 d2.loss_cls: 0.4117, d2.loss_bbox: 0.3998 d3.loss_cls: 0.3476, d3.loss_bbox: 0.5478 d4.loss_cls: 0.3066, d4.loss_bbox: 0.3674, loss: 4.8457, grad_norm: 55.7235
2024-03-24 20:30:05,727 - my_logger - INFO - 2024-03-26 00:11:02,000 - mmdet - INFO - Epoch [12][2450/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5614, loss_bbox: 0.3669, d0.loss_cls: 0.3918, d0.loss_bbox: 0.3180 d1.loss_cls: 0.4846, d1.loss_bbox: 0.5899 d2.loss_cls: 0.5344, d2.loss_bbox: 0.5619 d3.loss_cls: 0.4874, d3.loss_bbox: 0.4919 d4.loss_cls: 0.5325, d4.loss_bbox: 0.5093, loss: 4.9734, grad_norm: 54.8725
2024-03-24 20:30:05,729 - my_logger - INFO - 2024-03-26 00:13:02,000 - mmdet - INFO - Epoch [12][2500/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4819, loss_bbox: 0.4581, d0.loss_cls: 0.5313, d0.loss_bbox: 0.4157 d1.loss_cls: 0.4659, d1.loss_bbox: 0.4160 d2.loss_cls: 0.5041, d2.loss_bbox: 0.5528 d3.loss_cls: 0.5218, d3.loss_bbox: 0.5504 d4.loss_cls: 0.5618, d4.loss_bbox: 0.3804, loss: 4.0389, grad_norm: 57.6844
2024-03-24 20:30:05,729 - my_logger - INFO - 2024-03-26 00:15:02,000 - mmdet - INFO - Epoch [12][2550/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4195, loss_bbox: 0.5846, d0.loss_cls: 0.3598, d0.loss_bbox: 0.4207 d1.loss_cls: 0.3847, d1.loss_bbox: 0.3377 d2.loss_cls: 0.4776, d2.loss_bbox: 0.3702 d3.loss_cls: 0.3784, d3.loss_bbox: 0.5887 d4.loss_cls: 0.4631, d4.loss_bbox: 0.3607, loss: 4.4633, grad_norm: 59.6585
2024-03-24 20:30:05,730 - my_logger - INFO - 2024-03-26 00:17:02,000 - mmdet - INFO - Epoch [12][2600/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4629, loss_bbox: 0.4788, d0.loss_cls: 0.3047, d0.loss_bbox: 0.5403 d1.loss_cls: 0.5023, d1.loss_bbox: 0.4339 d2.loss_cls: 0.4964, d2.loss_bbox: 0.3443 d3.loss_cls: 0.3898, d3.loss_bbox: 0.4463 d4.loss_cls: 0.5693, d4.loss_bbox: 0.3790, loss: 3.6564, grad_norm: 54.5519
2024-03-24 20:30:05,730 - my_logger - INFO - 2024-03-26 00:19:02,000 - mmdet - INFO - Epoch [12][2650/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2716, loss_bbox: 0.3622, d0.loss_cls: 0.3394, d0.loss_bbox: 0.4068 d1.loss_cls: 0.5024, d1.loss_bbox: 0.3633 d2.loss_cls: 0.3525, d2.loss_bbox: 0.5440 d3.loss_cls: 0.4148, d3.loss_bbox: 0.3214 d4.loss_cls: 0.3738, d4.loss_bbox: 0.3213, loss: 3.8422, grad_norm: 55.0462
2024-03-24 20:30:05,730 - my_logger - INFO - 2024-03-26 00:21:02,000 - mmdet - INFO - Epoch [12][2700/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4516, loss_bbox: 0.5963, d0.loss_cls: 0.5423, d0.loss_bbox: 0.3442 d1.loss_cls: 0.4252, d1.loss_bbox: 0.3373 d2.loss_cls: 0.5280, d2.loss_bbox: 0.4743 d3.loss_cls: 0.4510, d3.loss_bbox: 0.4828 d4.loss_cls: 0.4865, d4.loss_bbox: 0.3061, loss: 3.5648, grad_norm: 51.3872
2024-03-24 20:30:05,731 - my_logger - INFO - 2024-03-26 00:23:02,000 - mmdet - INFO - Epoch [12][2750/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2920, loss_bbox: 0.4697, d0.loss_cls: 0.5401, d0.loss_bbox: 0.3251 d1.loss_cls: 0.3019, d1.loss_bbox: 0.5750 d2.loss_cls: 0.4272, d2.loss_bbox: 0.3964 d3.loss_cls: 0.3230, d3.loss_bbox: 0.4356 d4.loss_cls: 0.3998, d4.loss_bbox: 0.4910, loss: 4.5183, grad_norm: 55.2485
2024-03-24 20:30:05,731 - my_logger - INFO - 2024-03-26 00:25:02,000 - mmdet - INFO - Epoch [12][2800/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5391, loss_bbox: 0.5968, d0.loss_cls: 0.5982, d0.loss_bbox: 0.5788 d1.loss_cls: 0.5017, d1.loss_bbox: 0.3939 d2.loss_cls: 0.3446, d2.loss_bbox: 0.4755 d3.loss_cls: 0.3843, d3.loss_bbox: 0.5933 d4.loss_cls: 0.4603, d4.loss_bbox: 0.3152, loss: 4.5021, grad_norm: 57.2243
2024-03-24 20:30:05,732 - my_logger - INFO - 2024-03-26 00:27:02,000 - mmdet - INFO - Epoch [12][2850/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3245, loss_bbox: 0.5316, d0.loss_cls: 0.4262, d0.loss_bbox: 0.4689 d1.loss_cls: 0.5339, d1.loss_bbox: 0.4596 d2.loss_cls: 0.3276, d2.loss_bbox: 0.4425 d3.loss_cls: 0.5197, d3.loss_bbox: 0.4508 d4.loss_cls: 0.5116, d4.loss_bbox: 0.4382, loss: 4.1256, grad_norm: 53.4337
2024-03-24 20:30:05,732 - my_logger - INFO - 2024-03-26 00:29:02,000 - mmdet - INFO - Epoch [12][2900/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3127, loss_bbox: 0.3367, d0.loss_cls: 0.3255, d0.loss_bbox: 0.3412 d1.loss_cls: 0.3990, d1.loss_bbox: 0.5799 d2.loss_cls: 0.5652, d2.loss_bbox: 0.5566 d3.loss_cls: 0.5726, d3.loss_bbox: 0.4006 d4.loss_cls: 0.5482, d4.loss_bbox: 0.3772, loss: 3.9614, grad_norm: 57.7481
2024-03-24 20:30:05,732 - my_logger - INFO - 2024-03-26 00:31:02,000 - mmdet - INFO - Epoch [12][2950/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5308, loss_bbox: 0.4134, d0.loss_cls: 0.4731, d0.loss_bbox: 0.5811 d1.loss_cls: 0.4316, d1.loss_bbox: 0.4307 d2.loss_cls: 0.3344, d2.loss_bbox: 0.4699 d3.loss_cls: 0.3925, d3.loss_bbox: 0.4752 d4.loss_cls: 0.5455, d4.loss_bbox: 0.4996, loss: 4.3009, grad_norm: 53.2433
2024-03-24 20:30:05,733 - my_logger - INFO - 2024-03-26 00:33:02,000 - mmdet - INFO - Epoch [12][3000/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4231, loss_bbox: 0.5186, d0.loss_cls: 0.4475, d0.loss_bbox: 0.3411 d1.loss_cls: 0.4439, d1.loss_bbox: 0.3453 d2.loss_cls: 0.4909, d2.loss_bbox: 0.3136 d3.loss_cls: 0.4747, d3.loss_bbox: 0.3402 d4.loss_cls: 0.3288, d4.loss_bbox: 0.4332, loss: 4.0848, grad_norm: 59.9052
2024-03-24 20:30:05,733 - my_logger - INFO - 2024-03-26 00:35:02,000 - mmdet - INFO - Epoch [12][3050/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3702, loss_bbox: 0.3993, d0.loss_cls: 0.3036, d0.loss_bbox: 0.3400 d1.loss_cls: 0.3484, d1.loss_bbox: 0.4019 d2.loss_cls: 0.4395, d2.loss_bbox: 0.3290 d3.loss_cls: 0.3810, d3.loss_bbox: 0.5683 d4.loss_cls: 0.4756, d4.loss_bbox: 0.4393, loss: 3.9393, grad_norm: 50.2777
2024-03-24 20:30:05,733 - my_logger - INFO - 2024-03-26 00:37:02,000 - mmdet - INFO - Epoch [12][3100/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3332, loss_bbox: 0.4362, d0.loss_cls: 0.4757, d0.loss_bbox: 0.3999 d1.loss_cls: 0.4578, d1.loss_bbox: 0.5991 d2.loss_cls: 0.5558, d2.loss_bbox: 0.5527 d3.loss_cls: 0.3010, d3.loss_bbox: 0.4815 d4.loss_cls: 0.4414, d4.loss_bbox: 0.5107, loss: 4.7919, grad_norm: 52.7355
2024-03-24 20:30:05,734 - my_logger - INFO - 2024-03-26 00:39:02,000 - mmdet - INFO - Epoch [12][3150/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5147, loss_bbox: 0.5130, d0.loss_cls: 0.3898, d0.loss_bbox: 0.5983 d1.loss_cls: 0.4370, d1.loss_bbox: 0.4655 d2.loss_cls: 0.3594, d2.loss_bbox: 0.4942 d3.loss_cls: 0.5546, d3.loss_bbox: 0.3583 d4.loss_cls: 0.3929, d4.loss_bbox: 0.3854, loss: 4.4579, grad_norm: 51.4731
2024-03-24 20:30:05,735 - my_logger - INFO - 2024-03-26 00:41:02,000 - mmdet - INFO - Epoch [12][3200/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2578, loss_bbox: 0.5584, d0.loss_cls: 0.3213, d0.loss_bbox: 0.4459 d1.loss_cls: 0.5677, d1.loss_bbox: 0.5989 d2.loss_cls: 0.3016, d2.loss_bbox: 0.5012 d3.loss_cls: 0.5303, d3.loss_bbox: 0.4262 d4.loss_cls: 0.3754, d4.loss_bbox: 0.4225, loss: 4.0331, grad_norm: 53.0989
2024-03-24 20:30:05,742 - my_logger - INFO - 2024-03-26 00:43:02,000 - mmdet - INFO - Epoch [12][3250/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2524, loss_bbox: 0.3218, d0.loss_cls: 0.4035, d0.loss_bbox: 0.5133 d1.loss_cls: 0.4439, d1.loss_bbox: 0.4327 d2.loss_cls: 0.3703, d2.loss_bbox: 0.5134 d3.loss_cls: 0.3682, d3.loss_bbox: 0.5355 d4.loss_cls: 0.4479, d4.loss_bbox: 0.3160, loss: 4.0384, grad_norm: 58.7263
2024-03-24 20:30:05,743 - my_logger - INFO - 2024-03-26 00:45:02,000 - mmdet - INFO - Epoch [12][3300/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3171, loss_bbox: 0.5549, d0.loss_cls: 0.3320, d0.loss_bbox: 0.4978 d1.loss_cls: 0.3690, d1.loss_bbox: 0.3948 d2.loss_cls: 0.4489, d2.loss_bbox: 0.5563 d3.loss_cls: 0.3505, d3.loss_bbox: 0.4802 d4.loss_cls: 0.4795, d4.loss_bbox: 0.3343, loss: 3.8151, grad_norm: 55.9563
2024-03-24 20:30:05,743 - my_logger - INFO - 2024-03-26 00:47:02,000 - mmdet - INFO - Epoch [12][3350/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4934, loss_bbox: 0.3977, d0.loss_cls: 0.4646, d0.loss_bbox: 0.5606 d1.loss_cls: 0.5418, d1.loss_bbox: 0.3035 d2.loss_cls: 0.3950, d2.loss_bbox: 0.5827 d3.loss_cls: 0.4096, d3.loss_bbox: 0.5151 d4.loss_cls: 0.3275, d4.loss_bbox: 0.3394, loss: 4.1191, grad_norm: 56.7916
2024-03-24 20:30:05,744 - my_logger - INFO - 2024-03-26 00:49:02,000 - mmdet - INFO - Epoch [12][3400/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3803, loss_bbox: 0.4477, d0.loss_cls: 0.5973, d0.loss_bbox: 0.4964 d1.loss_cls: 0.3810, d1.loss_bbox: 0.3426 d2.loss_cls: 0.3601, d2.loss_bbox: 0.4056 d3.loss_cls: 0.3142, d3.loss_bbox: 0.3512 d4.loss_cls: 0.5762, d4.loss_bbox: 0.4816, loss: 3.6279, grad_norm: 56.9426
2024-03-24 20:30:05,744 - my_logger - INFO - 2024-03-26 00:51:02,000 - mmdet - INFO - Epoch [12][3450/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4314, loss_bbox: 0.5394, d0.loss_cls: 0.3515, d0.loss_bbox: 0.5939 d1.loss_cls: 0.5851, d1.loss_bbox: 0.4009 d2.loss_cls: 0.3968, d2.loss_bbox: 0.3025 d3.loss_cls: 0.3611, d3.loss_bbox: 0.5825 d4.loss_cls: 0.4838, d4.loss_bbox: 0.5406, loss: 3.9766, grad_norm: 50.4061
2024-03-24 20:30:05,744 - my_logger - INFO - 2024-03-26 00:53:02,000 - mmdet - INFO - Epoch [12][3500/3517][Batch size: 50]	lr: 3.189e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4021, loss_bbox: 0.4603, d0.loss_cls: 0.3865, d0.loss_bbox: 0.5827 d1.loss_cls: 0.3126, d1.loss_bbox: 0.5396 d2.loss_cls: 0.4725, d2.loss_bbox: 0.4462 d3.loss_cls: 0.5925, d3.loss_bbox: 0.3296 d4.loss_cls: 0.5593, d4.loss_bbox: 0.5522, loss: 3.7031, grad_norm: 50.6767
2024-03-24 20:30:05,745 - my_logger - INFO - 2024-03-26 00:55:02,000 - mmdet - INFO - Epoch [13][0/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3144, loss_bbox: 0.4512, d0.loss_cls: 0.3855, d0.loss_bbox: 0.3683 d1.loss_cls: 0.3568, d1.loss_bbox: 0.5122 d2.loss_cls: 0.5194, d2.loss_bbox: 0.5915 d3.loss_cls: 0.4479, d3.loss_bbox: 0.4626 d4.loss_cls: 0.3095, d4.loss_bbox: 0.3197, loss: 4.8477, grad_norm: 56.6219
2024-03-24 20:30:05,745 - my_logger - INFO - 2024-03-26 00:57:02,000 - mmdet - INFO - Epoch [13][50/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3182, loss_bbox: 0.5609, d0.loss_cls: 0.3143, d0.loss_bbox: 0.4671 d1.loss_cls: 0.3319, d1.loss_bbox: 0.5546 d2.loss_cls: 0.5484, d2.loss_bbox: 0.3479 d3.loss_cls: 0.3243, d3.loss_bbox: 0.4941 d4.loss_cls: 0.3081, d4.loss_bbox: 0.5534, loss: 4.3093, grad_norm: 53.8455
2024-03-24 20:30:05,746 - my_logger - INFO - 2024-03-26 00:59:02,000 - mmdet - INFO - Epoch [13][100/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3144, loss_bbox: 0.3853, d0.loss_cls: 0.4959, d0.loss_bbox: 0.3347 d1.loss_cls: 0.4827, d1.loss_bbox: 0.3369 d2.loss_cls: 0.3167, d2.loss_bbox: 0.3890 d3.loss_cls: 0.5643, d3.loss_bbox: 0.5627 d4.loss_cls: 0.3674, d4.loss_bbox: 0.4178, loss: 3.7984, grad_norm: 59.8660
2024-03-24 20:30:05,746 - my_logger - INFO - 2024-03-26 01:01:02,000 - mmdet - INFO - Epoch [13][150/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5172, loss_bbox: 0.3334, d0.loss_cls: 0.3121, d0.loss_bbox: 0.3824 d1.loss_cls: 0.3661, d1.loss_bbox: 0.5055 d2.loss_cls: 0.4204, d2.loss_bbox: 0.5520 d3.loss_cls: 0.4351, d3.loss_bbox: 0.3601 d4.loss_cls: 0.3494, d4.loss_bbox: 0.4381, loss: 4.8264, grad_norm: 54.3065
2024-03-24 20:30:05,747 - my_logger - INFO - 2024-03-26 01:03:02,000 - mmdet - INFO - Epoch [13][200/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4099, loss_bbox: 0.4994, d0.loss_cls: 0.3379, d0.loss_bbox: 0.3554 d1.loss_cls: 0.5925, d1.loss_bbox: 0.4676 d2.loss_cls: 0.3476, d2.loss_bbox: 0.5715 d3.loss_cls: 0.5224, d3.loss_bbox: 0.3109 d4.loss_cls: 0.5277, d4.loss_bbox: 0.5736, loss: 4.8169, grad_norm: 55.5024
2024-03-24 20:30:05,747 - my_logger - INFO - 2024-03-26 01:05:02,000 - mmdet - INFO - Epoch [13][250/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3843, loss_bbox: 0.5755, d0.loss_cls: 0.3816, d0.loss_bbox: 0.4513 d1.loss_cls: 0.5651, d1.loss_bbox: 0.3623 d2.loss_cls: 0.3182, d2.loss_bbox: 0.5290 d3.loss_cls: 0.4488, d3.loss_bbox: 0.3665 d4.loss_cls: 0.4674, d4.loss_bbox: 0.4996, loss: 4.9072, grad_norm: 51.3172
2024-03-24 20:30:05,747 - my_logger - INFO - 2024-03-26 01:07:02,000 - mmdet - INFO - Epoch [13][300/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4000, loss_bbox: 0.3053, d0.loss_cls: 0.5669, d0.loss_bbox: 0.4043 d1.loss_cls: 0.4758, d1.loss_bbox: 0.4229 d2.loss_cls: 0.5946, d2.loss_bbox: 0.4807 d3.loss_cls: 0.3366, d3.loss_bbox: 0.4955 d4.loss_cls: 0.3284, d4.loss_bbox: 0.3415, loss: 4.8227, grad_norm: 50.9339
2024-03-24 20:30:05,748 - my_logger - INFO - 2024-03-26 01:09:02,000 - mmdet - INFO - Epoch [13][350/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2977, loss_bbox: 0.5172, d0.loss_cls: 0.3920, d0.loss_bbox: 0.3143 d1.loss_cls: 0.3748, d1.loss_bbox: 0.4631 d2.loss_cls: 0.4502, d2.loss_bbox: 0.3927 d3.loss_cls: 0.4831, d3.loss_bbox: 0.3124 d4.loss_cls: 0.5614, d4.loss_bbox: 0.4825, loss: 3.8853, grad_norm: 52.2387
2024-03-24 20:30:05,748 - my_logger - INFO - 2024-03-26 01:11:02,000 - mmdet - INFO - Epoch [13][400/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2527, loss_bbox: 0.4787, d0.loss_cls: 0.3642, d0.loss_bbox: 0.5120 d1.loss_cls: 0.3160, d1.loss_bbox: 0.4796 d2.loss_cls: 0.5904, d2.loss_bbox: 0.5564 d3.loss_cls: 0.4509, d3.loss_bbox: 0.4396 d4.loss_cls: 0.3551, d4.loss_bbox: 0.5169, loss: 3.9300, grad_norm: 59.7175
2024-03-24 20:30:05,748 - my_logger - INFO - 2024-03-26 01:13:02,000 - mmdet - INFO - Epoch [13][450/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4203, loss_bbox: 0.4820, d0.loss_cls: 0.5544, d0.loss_bbox: 0.3439 d1.loss_cls: 0.3126, d1.loss_bbox: 0.3189 d2.loss_cls: 0.4291, d2.loss_bbox: 0.4289 d3.loss_cls: 0.3988, d3.loss_bbox: 0.4429 d4.loss_cls: 0.4669, d4.loss_bbox: 0.3280, loss: 3.6953, grad_norm: 51.9544
2024-03-24 20:30:05,749 - my_logger - INFO - 2024-03-26 01:15:02,000 - mmdet - INFO - Epoch [13][500/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2711, loss_bbox: 0.3391, d0.loss_cls: 0.5788, d0.loss_bbox: 0.5515 d1.loss_cls: 0.3288, d1.loss_bbox: 0.5792 d2.loss_cls: 0.5531, d2.loss_bbox: 0.3236 d3.loss_cls: 0.4739, d3.loss_bbox: 0.5107 d4.loss_cls: 0.5231, d4.loss_bbox: 0.4275, loss: 4.0303, grad_norm: 52.0687
2024-03-24 20:30:05,749 - my_logger - INFO - 2024-03-26 01:17:02,000 - mmdet - INFO - Epoch [13][550/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5434, loss_bbox: 0.5092, d0.loss_cls: 0.4336, d0.loss_bbox: 0.5031 d1.loss_cls: 0.3506, d1.loss_bbox: 0.5651 d2.loss_cls: 0.5732, d2.loss_bbox: 0.5565 d3.loss_cls: 0.4390, d3.loss_bbox: 0.4387 d4.loss_cls: 0.5294, d4.loss_bbox: 0.4516, loss: 3.5473, grad_norm: 56.8171
2024-03-24 20:30:05,749 - my_logger - INFO - 2024-03-26 01:19:02,000 - mmdet - INFO - Epoch [13][600/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5925, loss_bbox: 0.4199, d0.loss_cls: 0.4440, d0.loss_bbox: 0.3515 d1.loss_cls: 0.3396, d1.loss_bbox: 0.3549 d2.loss_cls: 0.4320, d2.loss_bbox: 0.3101 d3.loss_cls: 0.3237, d3.loss_bbox: 0.5066 d4.loss_cls: 0.3008, d4.loss_bbox: 0.3915, loss: 3.9895, grad_norm: 57.0943
2024-03-24 20:30:05,750 - my_logger - INFO - 2024-03-26 01:21:02,000 - mmdet - INFO - Epoch [13][650/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2654, loss_bbox: 0.4267, d0.loss_cls: 0.4614, d0.loss_bbox: 0.3349 d1.loss_cls: 0.3351, d1.loss_bbox: 0.4986 d2.loss_cls: 0.4962, d2.loss_bbox: 0.5842 d3.loss_cls: 0.4603, d3.loss_bbox: 0.3440 d4.loss_cls: 0.5435, d4.loss_bbox: 0.5416, loss: 4.4808, grad_norm: 56.8888
2024-03-24 20:30:05,750 - my_logger - INFO - 2024-03-26 01:23:02,000 - mmdet - INFO - Epoch [13][700/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4261, loss_bbox: 0.4364, d0.loss_cls: 0.5374, d0.loss_bbox: 0.3728 d1.loss_cls: 0.5068, d1.loss_bbox: 0.4167 d2.loss_cls: 0.3597, d2.loss_bbox: 0.5352 d3.loss_cls: 0.3075, d3.loss_bbox: 0.4783 d4.loss_cls: 0.5452, d4.loss_bbox: 0.3927, loss: 4.0701, grad_norm: 58.1277
2024-03-24 20:30:05,751 - my_logger - INFO - 2024-03-26 01:25:02,000 - mmdet - INFO - Epoch [13][750/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3140, loss_bbox: 0.5095, d0.loss_cls: 0.4369, d0.loss_bbox: 0.5845 d1.loss_cls: 0.3094, d1.loss_bbox: 0.4371 d2.loss_cls: 0.3436, d2.loss_bbox: 0.5366 d3.loss_cls: 0.3517, d3.loss_bbox: 0.5561 d4.loss_cls: 0.5683, d4.loss_bbox: 0.5454, loss: 4.5800, grad_norm: 59.8788
2024-03-24 20:30:05,757 - my_logger - INFO - 2024-03-26 01:27:02,000 - mmdet - INFO - Epoch [13][800/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3624, loss_bbox: 0.4196, d0.loss_cls: 0.4990, d0.loss_bbox: 0.3719 d1.loss_cls: 0.3156, d1.loss_bbox: 0.4897 d2.loss_cls: 0.4373, d2.loss_bbox: 0.5033 d3.loss_cls: 0.5635, d3.loss_bbox: 0.3449 d4.loss_cls: 0.4872, d4.loss_bbox: 0.4219, loss: 4.7123, grad_norm: 57.0444
2024-03-24 20:30:05,757 - my_logger - INFO - 2024-03-26 01:29:02,000 - mmdet - INFO - Epoch [13][850/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3743, loss_bbox: 0.5263, d0.loss_cls: 0.3634, d0.loss_bbox: 0.3205 d1.loss_cls: 0.5582, d1.loss_bbox: 0.4641 d2.loss_cls: 0.4616, d2.loss_bbox: 0.4388 d3.loss_cls: 0.4164, d3.loss_bbox: 0.5201 d4.loss_cls: 0.5242, d4.loss_bbox: 0.5864, loss: 3.6944, grad_norm: 53.3908
2024-03-24 20:30:05,757 - my_logger - INFO - 2024-03-26 01:31:02,000 - mmdet - INFO - Epoch [13][900/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5392, loss_bbox: 0.3981, d0.loss_cls: 0.4673, d0.loss_bbox: 0.4532 d1.loss_cls: 0.3708, d1.loss_bbox: 0.5914 d2.loss_cls: 0.5353, d2.loss_bbox: 0.5670 d3.loss_cls: 0.5490, d3.loss_bbox: 0.3455 d4.loss_cls: 0.5580, d4.loss_bbox: 0.3653, loss: 3.9618, grad_norm: 59.3636
2024-03-24 20:30:05,758 - my_logger - INFO - 2024-03-26 01:33:02,000 - mmdet - INFO - Epoch [13][950/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3025, loss_bbox: 0.4634, d0.loss_cls: 0.3083, d0.loss_bbox: 0.4789 d1.loss_cls: 0.4119, d1.loss_bbox: 0.5027 d2.loss_cls: 0.5127, d2.loss_bbox: 0.4439 d3.loss_cls: 0.5731, d3.loss_bbox: 0.5485 d4.loss_cls: 0.4830, d4.loss_bbox: 0.5748, loss: 3.5308, grad_norm: 58.9550
2024-03-24 20:30:05,758 - my_logger - INFO - 2024-03-26 01:35:02,000 - mmdet - INFO - Epoch [13][1000/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4417, loss_bbox: 0.5345, d0.loss_cls: 0.5223, d0.loss_bbox: 0.5301 d1.loss_cls: 0.3527, d1.loss_bbox: 0.3713 d2.loss_cls: 0.4435, d2.loss_bbox: 0.4969 d3.loss_cls: 0.4393, d3.loss_bbox: 0.3655 d4.loss_cls: 0.5876, d4.loss_bbox: 0.5690, loss: 4.5719, grad_norm: 51.9312
2024-03-24 20:30:05,758 - my_logger - INFO - 2024-03-26 01:37:02,000 - mmdet - INFO - Epoch [13][1050/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4600, loss_bbox: 0.3716, d0.loss_cls: 0.5634, d0.loss_bbox: 0.5380 d1.loss_cls: 0.5796, d1.loss_bbox: 0.4062 d2.loss_cls: 0.5441, d2.loss_bbox: 0.3412 d3.loss_cls: 0.4503, d3.loss_bbox: 0.3973 d4.loss_cls: 0.5246, d4.loss_bbox: 0.4437, loss: 4.9183, grad_norm: 56.3088
2024-03-24 20:30:05,759 - my_logger - INFO - 2024-03-26 01:39:02,000 - mmdet - INFO - Epoch [13][1100/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2680, loss_bbox: 0.3420, d0.loss_cls: 0.5004, d0.loss_bbox: 0.4077 d1.loss_cls: 0.3090, d1.loss_bbox: 0.5191 d2.loss_cls: 0.5859, d2.loss_bbox: 0.3524 d3.loss_cls: 0.3152, d3.loss_bbox: 0.4309 d4.loss_cls: 0.5603, d4.loss_bbox: 0.5392, loss: 3.8050, grad_norm: 53.0811
2024-03-24 20:30:05,759 - my_logger - INFO - 2024-03-26 01:41:02,000 - mmdet - INFO - Epoch [13][1150/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4641, loss_bbox: 0.3115, d0.loss_cls: 0.3465, d0.loss_bbox: 0.4476 d1.loss_cls: 0.5317, d1.loss_bbox: 0.4698 d2.loss_cls: 0.3804, d2.loss_bbox: 0.5768 d3.loss_cls: 0.5319, d3.loss_bbox: 0.5487 d4.loss_cls: 0.5539, d4.loss_bbox: 0.3366, loss: 4.6685, grad_norm: 52.0934
2024-03-24 20:30:05,760 - my_logger - INFO - 2024-03-26 01:43:02,000 - mmdet - INFO - Epoch [13][1200/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5741, loss_bbox: 0.5516, d0.loss_cls: 0.5348, d0.loss_bbox: 0.5566 d1.loss_cls: 0.4980, d1.loss_bbox: 0.5349 d2.loss_cls: 0.5150, d2.loss_bbox: 0.5336 d3.loss_cls: 0.5315, d3.loss_bbox: 0.3676 d4.loss_cls: 0.3215, d4.loss_bbox: 0.3071, loss: 4.9669, grad_norm: 57.0562
2024-03-24 20:30:05,760 - my_logger - INFO - 2024-03-26 01:45:02,000 - mmdet - INFO - Epoch [13][1250/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2715, loss_bbox: 0.5373, d0.loss_cls: 0.5235, d0.loss_bbox: 0.5168 d1.loss_cls: 0.4684, d1.loss_bbox: 0.3250 d2.loss_cls: 0.4916, d2.loss_bbox: 0.3894 d3.loss_cls: 0.4613, d3.loss_bbox: 0.5384 d4.loss_cls: 0.5421, d4.loss_bbox: 0.3151, loss: 4.4526, grad_norm: 53.6886
2024-03-24 20:30:05,760 - my_logger - INFO - 2024-03-26 01:47:02,000 - mmdet - INFO - Epoch [13][1300/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5009, loss_bbox: 0.3896, d0.loss_cls: 0.3408, d0.loss_bbox: 0.3693 d1.loss_cls: 0.4375, d1.loss_bbox: 0.5884 d2.loss_cls: 0.5977, d2.loss_bbox: 0.4722 d3.loss_cls: 0.5216, d3.loss_bbox: 0.3559 d4.loss_cls: 0.4228, d4.loss_bbox: 0.5652, loss: 4.9799, grad_norm: 52.5541
2024-03-24 20:30:05,761 - my_logger - INFO - 2024-03-26 01:49:02,000 - mmdet - INFO - Epoch [13][1350/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4659, loss_bbox: 0.3238, d0.loss_cls: 0.5522, d0.loss_bbox: 0.5111 d1.loss_cls: 0.4800, d1.loss_bbox: 0.4086 d2.loss_cls: 0.4715, d2.loss_bbox: 0.3263 d3.loss_cls: 0.4335, d3.loss_bbox: 0.5341 d4.loss_cls: 0.4812, d4.loss_bbox: 0.5880, loss: 3.7200, grad_norm: 57.6581
2024-03-24 20:30:05,761 - my_logger - INFO - 2024-03-26 01:51:02,000 - mmdet - INFO - Epoch [13][1400/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3030, loss_bbox: 0.3928, d0.loss_cls: 0.5638, d0.loss_bbox: 0.5525 d1.loss_cls: 0.4246, d1.loss_bbox: 0.3742 d2.loss_cls: 0.5922, d2.loss_bbox: 0.3485 d3.loss_cls: 0.3213, d3.loss_bbox: 0.5179 d4.loss_cls: 0.3971, d4.loss_bbox: 0.4347, loss: 4.3532, grad_norm: 57.7982
2024-03-24 20:30:05,762 - my_logger - INFO - 2024-03-26 01:53:02,000 - mmdet - INFO - Epoch [13][1450/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4018, loss_bbox: 0.3800, d0.loss_cls: 0.4197, d0.loss_bbox: 0.5785 d1.loss_cls: 0.4192, d1.loss_bbox: 0.3771 d2.loss_cls: 0.3918, d2.loss_bbox: 0.5971 d3.loss_cls: 0.5664, d3.loss_bbox: 0.4024 d4.loss_cls: 0.3641, d4.loss_bbox: 0.4157, loss: 4.6117, grad_norm: 57.0515
2024-03-24 20:30:05,762 - my_logger - INFO - 2024-03-26 01:55:02,000 - mmdet - INFO - Epoch [13][1500/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4683, loss_bbox: 0.4534, d0.loss_cls: 0.5753, d0.loss_bbox: 0.5003 d1.loss_cls: 0.3347, d1.loss_bbox: 0.3115 d2.loss_cls: 0.5762, d2.loss_bbox: 0.5709 d3.loss_cls: 0.3081, d3.loss_bbox: 0.4286 d4.loss_cls: 0.4009, d4.loss_bbox: 0.5606, loss: 4.3005, grad_norm: 54.3895
2024-03-24 20:30:05,763 - my_logger - INFO - 2024-03-26 01:57:02,000 - mmdet - INFO - Epoch [13][1550/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4912, loss_bbox: 0.3132, d0.loss_cls: 0.3032, d0.loss_bbox: 0.5501 d1.loss_cls: 0.5140, d1.loss_bbox: 0.5444 d2.loss_cls: 0.3959, d2.loss_bbox: 0.4077 d3.loss_cls: 0.3237, d3.loss_bbox: 0.4189 d4.loss_cls: 0.3146, d4.loss_bbox: 0.5765, loss: 4.7140, grad_norm: 54.4374
2024-03-24 20:30:05,763 - my_logger - INFO - 2024-03-26 01:59:02,000 - mmdet - INFO - Epoch [13][1600/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3181, loss_bbox: 0.5715, d0.loss_cls: 0.5733, d0.loss_bbox: 0.3614 d1.loss_cls: 0.3293, d1.loss_bbox: 0.4736 d2.loss_cls: 0.4300, d2.loss_bbox: 0.4182 d3.loss_cls: 0.4497, d3.loss_bbox: 0.5508 d4.loss_cls: 0.3820, d4.loss_bbox: 0.3847, loss: 3.8037, grad_norm: 50.1661
2024-03-24 20:30:05,763 - my_logger - INFO - 2024-03-26 02:01:02,000 - mmdet - INFO - Epoch [13][1650/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3926, loss_bbox: 0.3288, d0.loss_cls: 0.5930, d0.loss_bbox: 0.4172 d1.loss_cls: 0.3090, d1.loss_bbox: 0.5965 d2.loss_cls: 0.4646, d2.loss_bbox: 0.3240 d3.loss_cls: 0.4674, d3.loss_bbox: 0.3031 d4.loss_cls: 0.5985, d4.loss_bbox: 0.5280, loss: 4.8289, grad_norm: 52.6865
2024-03-24 20:30:05,764 - my_logger - INFO - 2024-03-26 02:03:02,000 - mmdet - INFO - Epoch [13][1700/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3699, loss_bbox: 0.4797, d0.loss_cls: 0.3353, d0.loss_bbox: 0.4900 d1.loss_cls: 0.3233, d1.loss_bbox: 0.4042 d2.loss_cls: 0.3035, d2.loss_bbox: 0.5725 d3.loss_cls: 0.4596, d3.loss_bbox: 0.5585 d4.loss_cls: 0.5420, d4.loss_bbox: 0.3240, loss: 4.0442, grad_norm: 50.7250
2024-03-24 20:30:05,764 - my_logger - INFO - 2024-03-26 02:05:02,000 - mmdet - INFO - Epoch [13][1750/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4897, loss_bbox: 0.4514, d0.loss_cls: 0.5599, d0.loss_bbox: 0.4268 d1.loss_cls: 0.5427, d1.loss_bbox: 0.5686 d2.loss_cls: 0.4882, d2.loss_bbox: 0.5932 d3.loss_cls: 0.3182, d3.loss_bbox: 0.4515 d4.loss_cls: 0.3970, d4.loss_bbox: 0.4717, loss: 4.2513, grad_norm: 56.7781
2024-03-24 20:30:05,764 - my_logger - INFO - 2024-03-26 02:07:02,000 - mmdet - INFO - Epoch [13][1800/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3411, loss_bbox: 0.4252, d0.loss_cls: 0.4889, d0.loss_bbox: 0.3400 d1.loss_cls: 0.5943, d1.loss_bbox: 0.3371 d2.loss_cls: 0.5591, d2.loss_bbox: 0.4487 d3.loss_cls: 0.3269, d3.loss_bbox: 0.4064 d4.loss_cls: 0.5746, d4.loss_bbox: 0.4959, loss: 4.1199, grad_norm: 51.9148
2024-03-24 20:30:05,765 - my_logger - INFO - 2024-03-26 02:09:02,000 - mmdet - INFO - Epoch [13][1850/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5867, loss_bbox: 0.5222, d0.loss_cls: 0.5772, d0.loss_bbox: 0.5263 d1.loss_cls: 0.3504, d1.loss_bbox: 0.5838 d2.loss_cls: 0.5175, d2.loss_bbox: 0.3315 d3.loss_cls: 0.5707, d3.loss_bbox: 0.5740 d4.loss_cls: 0.3903, d4.loss_bbox: 0.4614, loss: 3.6229, grad_norm: 50.4622
2024-03-24 20:30:05,765 - my_logger - INFO - 2024-03-26 02:11:02,000 - mmdet - INFO - Epoch [13][1900/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5084, loss_bbox: 0.4974, d0.loss_cls: 0.5720, d0.loss_bbox: 0.4961 d1.loss_cls: 0.3257, d1.loss_bbox: 0.3011 d2.loss_cls: 0.3194, d2.loss_bbox: 0.3348 d3.loss_cls: 0.4622, d3.loss_bbox: 0.5154 d4.loss_cls: 0.3869, d4.loss_bbox: 0.4958, loss: 4.2064, grad_norm: 59.1374
2024-03-24 20:30:05,765 - my_logger - INFO - 2024-03-26 02:13:02,000 - mmdet - INFO - Epoch [13][1950/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2735, loss_bbox: 0.4547, d0.loss_cls: 0.5316, d0.loss_bbox: 0.3279 d1.loss_cls: 0.4387, d1.loss_bbox: 0.3968 d2.loss_cls: 0.3971, d2.loss_bbox: 0.3807 d3.loss_cls: 0.4462, d3.loss_bbox: 0.3990 d4.loss_cls: 0.4157, d4.loss_bbox: 0.3686, loss: 4.4714, grad_norm: 52.2318
2024-03-24 20:30:05,766 - my_logger - INFO - 2024-03-26 02:15:02,000 - mmdet - INFO - Epoch [13][2000/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4014, loss_bbox: 0.3924, d0.loss_cls: 0.4740, d0.loss_bbox: 0.5776 d1.loss_cls: 0.3508, d1.loss_bbox: 0.3079 d2.loss_cls: 0.5099, d2.loss_bbox: 0.3963 d3.loss_cls: 0.4330, d3.loss_bbox: 0.5407 d4.loss_cls: 0.5714, d4.loss_bbox: 0.5765, loss: 4.6049, grad_norm: 51.7456
2024-03-24 20:30:05,773 - my_logger - INFO - 2024-03-26 02:17:02,000 - mmdet - INFO - Epoch [13][2050/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5253, loss_bbox: 0.5568, d0.loss_cls: 0.5837, d0.loss_bbox: 0.3243 d1.loss_cls: 0.3250, d1.loss_bbox: 0.4733 d2.loss_cls: 0.4832, d2.loss_bbox: 0.5833 d3.loss_cls: 0.3334, d3.loss_bbox: 0.3734 d4.loss_cls: 0.3424, d4.loss_bbox: 0.3482, loss: 3.8890, grad_norm: 53.1917
2024-03-24 20:30:05,775 - my_logger - INFO - 2024-03-26 02:19:02,000 - mmdet - INFO - Epoch [13][2100/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4462, loss_bbox: 0.4515, d0.loss_cls: 0.3900, d0.loss_bbox: 0.3758 d1.loss_cls: 0.3497, d1.loss_bbox: 0.5295 d2.loss_cls: 0.5005, d2.loss_bbox: 0.5638 d3.loss_cls: 0.3889, d3.loss_bbox: 0.3348 d4.loss_cls: 0.5912, d4.loss_bbox: 0.5089, loss: 3.6115, grad_norm: 56.8625
2024-03-24 20:30:05,775 - my_logger - INFO - 2024-03-26 02:21:02,000 - mmdet - INFO - Epoch [13][2150/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3480, loss_bbox: 0.5767, d0.loss_cls: 0.4579, d0.loss_bbox: 0.4171 d1.loss_cls: 0.3791, d1.loss_bbox: 0.5555 d2.loss_cls: 0.3147, d2.loss_bbox: 0.5234 d3.loss_cls: 0.3433, d3.loss_bbox: 0.5171 d4.loss_cls: 0.3146, d4.loss_bbox: 0.5095, loss: 3.7381, grad_norm: 56.6834
2024-03-24 20:30:05,776 - my_logger - INFO - 2024-03-26 02:23:02,000 - mmdet - INFO - Epoch [13][2200/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3542, loss_bbox: 0.3187, d0.loss_cls: 0.3729, d0.loss_bbox: 0.5335 d1.loss_cls: 0.5053, d1.loss_bbox: 0.5862 d2.loss_cls: 0.5798, d2.loss_bbox: 0.4470 d3.loss_cls: 0.4192, d3.loss_bbox: 0.4075 d4.loss_cls: 0.3011, d4.loss_bbox: 0.4399, loss: 4.8156, grad_norm: 53.5036
2024-03-24 20:30:05,776 - my_logger - INFO - 2024-03-26 02:25:02,000 - mmdet - INFO - Epoch [13][2250/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5360, loss_bbox: 0.3484, d0.loss_cls: 0.4425, d0.loss_bbox: 0.5035 d1.loss_cls: 0.5243, d1.loss_bbox: 0.3529 d2.loss_cls: 0.3846, d2.loss_bbox: 0.3771 d3.loss_cls: 0.3482, d3.loss_bbox: 0.5044 d4.loss_cls: 0.4424, d4.loss_bbox: 0.4445, loss: 3.7576, grad_norm: 56.9881
2024-03-24 20:30:05,777 - my_logger - INFO - 2024-03-26 02:27:02,000 - mmdet - INFO - Epoch [13][2300/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4457, loss_bbox: 0.3800, d0.loss_cls: 0.4178, d0.loss_bbox: 0.4011 d1.loss_cls: 0.4096, d1.loss_bbox: 0.4541 d2.loss_cls: 0.4955, d2.loss_bbox: 0.4771 d3.loss_cls: 0.4477, d3.loss_bbox: 0.4642 d4.loss_cls: 0.3718, d4.loss_bbox: 0.3595, loss: 4.7332, grad_norm: 53.5756
2024-03-24 20:30:05,777 - my_logger - INFO - 2024-03-26 02:29:02,000 - mmdet - INFO - Epoch [13][2350/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4253, loss_bbox: 0.4487, d0.loss_cls: 0.3220, d0.loss_bbox: 0.3581 d1.loss_cls: 0.5021, d1.loss_bbox: 0.3460 d2.loss_cls: 0.4986, d2.loss_bbox: 0.4369 d3.loss_cls: 0.5878, d3.loss_bbox: 0.4199 d4.loss_cls: 0.3179, d4.loss_bbox: 0.5005, loss: 4.9250, grad_norm: 51.0414
2024-03-24 20:30:05,778 - my_logger - INFO - 2024-03-26 02:31:02,000 - mmdet - INFO - Epoch [13][2400/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4592, loss_bbox: 0.4510, d0.loss_cls: 0.3122, d0.loss_bbox: 0.3778 d1.loss_cls: 0.5911, d1.loss_bbox: 0.4841 d2.loss_cls: 0.5142, d2.loss_bbox: 0.3673 d3.loss_cls: 0.5427, d3.loss_bbox: 0.4145 d4.loss_cls: 0.3146, d4.loss_bbox: 0.5836, loss: 4.1589, grad_norm: 53.2650
2024-03-24 20:30:05,778 - my_logger - INFO - 2024-03-26 02:33:02,000 - mmdet - INFO - Epoch [13][2450/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4235, loss_bbox: 0.4839, d0.loss_cls: 0.5705, d0.loss_bbox: 0.4913 d1.loss_cls: 0.3678, d1.loss_bbox: 0.5768 d2.loss_cls: 0.3839, d2.loss_bbox: 0.4354 d3.loss_cls: 0.5837, d3.loss_bbox: 0.5006 d4.loss_cls: 0.5122, d4.loss_bbox: 0.4258, loss: 4.5819, grad_norm: 59.5495
2024-03-24 20:30:05,779 - my_logger - INFO - 2024-03-26 02:35:02,000 - mmdet - INFO - Epoch [13][2500/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5154, loss_bbox: 0.3752, d0.loss_cls: 0.4170, d0.loss_bbox: 0.5265 d1.loss_cls: 0.5265, d1.loss_bbox: 0.4213 d2.loss_cls: 0.4659, d2.loss_bbox: 0.3784 d3.loss_cls: 0.5806, d3.loss_bbox: 0.5855 d4.loss_cls: 0.4727, d4.loss_bbox: 0.5460, loss: 3.5347, grad_norm: 55.5770
2024-03-24 20:30:05,779 - my_logger - INFO - 2024-03-26 02:37:02,000 - mmdet - INFO - Epoch [13][2550/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3729, loss_bbox: 0.5183, d0.loss_cls: 0.5487, d0.loss_bbox: 0.3826 d1.loss_cls: 0.5156, d1.loss_bbox: 0.3308 d2.loss_cls: 0.4288, d2.loss_bbox: 0.5947 d3.loss_cls: 0.3024, d3.loss_bbox: 0.5594 d4.loss_cls: 0.5290, d4.loss_bbox: 0.5055, loss: 3.5060, grad_norm: 54.1224
2024-03-24 20:30:05,779 - my_logger - INFO - 2024-03-26 02:39:02,000 - mmdet - INFO - Epoch [13][2600/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5423, loss_bbox: 0.4232, d0.loss_cls: 0.5926, d0.loss_bbox: 0.3435 d1.loss_cls: 0.5166, d1.loss_bbox: 0.5738 d2.loss_cls: 0.3074, d2.loss_bbox: 0.4508 d3.loss_cls: 0.4748, d3.loss_bbox: 0.4038 d4.loss_cls: 0.4723, d4.loss_bbox: 0.3839, loss: 3.8700, grad_norm: 52.3049
2024-03-24 20:30:05,780 - my_logger - INFO - 2024-03-26 02:41:02,000 - mmdet - INFO - Epoch [13][2650/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4875, loss_bbox: 0.5835, d0.loss_cls: 0.4501, d0.loss_bbox: 0.4003 d1.loss_cls: 0.3833, d1.loss_bbox: 0.5077 d2.loss_cls: 0.5298, d2.loss_bbox: 0.3708 d3.loss_cls: 0.5710, d3.loss_bbox: 0.5477 d4.loss_cls: 0.3741, d4.loss_bbox: 0.5143, loss: 4.0854, grad_norm: 56.9779
2024-03-24 20:30:05,780 - my_logger - INFO - 2024-03-26 02:43:02,000 - mmdet - INFO - Epoch [13][2700/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4337, loss_bbox: 0.3630, d0.loss_cls: 0.5409, d0.loss_bbox: 0.4929 d1.loss_cls: 0.5789, d1.loss_bbox: 0.5780 d2.loss_cls: 0.3594, d2.loss_bbox: 0.5138 d3.loss_cls: 0.4103, d3.loss_bbox: 0.3126 d4.loss_cls: 0.3172, d4.loss_bbox: 0.4434, loss: 3.8475, grad_norm: 51.9788
2024-03-24 20:30:05,781 - my_logger - INFO - 2024-03-26 02:45:02,000 - mmdet - INFO - Epoch [13][2750/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4563, loss_bbox: 0.5316, d0.loss_cls: 0.5167, d0.loss_bbox: 0.5241 d1.loss_cls: 0.3962, d1.loss_bbox: 0.4771 d2.loss_cls: 0.5557, d2.loss_bbox: 0.4456 d3.loss_cls: 0.4008, d3.loss_bbox: 0.5228 d4.loss_cls: 0.5189, d4.loss_bbox: 0.4673, loss: 4.1894, grad_norm: 58.4934
2024-03-24 20:30:05,781 - my_logger - INFO - 2024-03-26 02:47:02,000 - mmdet - INFO - Epoch [13][2800/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3750, loss_bbox: 0.4778, d0.loss_cls: 0.3144, d0.loss_bbox: 0.5610 d1.loss_cls: 0.3507, d1.loss_bbox: 0.3641 d2.loss_cls: 0.3370, d2.loss_bbox: 0.4998 d3.loss_cls: 0.4281, d3.loss_bbox: 0.3496 d4.loss_cls: 0.3361, d4.loss_bbox: 0.5450, loss: 4.8285, grad_norm: 53.8416
2024-03-24 20:30:05,781 - my_logger - INFO - 2024-03-26 02:49:02,000 - mmdet - INFO - Epoch [13][2850/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5135, loss_bbox: 0.3142, d0.loss_cls: 0.5326, d0.loss_bbox: 0.5363 d1.loss_cls: 0.5932, d1.loss_bbox: 0.5431 d2.loss_cls: 0.3246, d2.loss_bbox: 0.5242 d3.loss_cls: 0.3122, d3.loss_bbox: 0.4550 d4.loss_cls: 0.3954, d4.loss_bbox: 0.5308, loss: 4.9581, grad_norm: 58.2029
2024-03-24 20:30:05,782 - my_logger - INFO - 2024-03-26 02:51:02,000 - mmdet - INFO - Epoch [13][2900/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5756, loss_bbox: 0.5407, d0.loss_cls: 0.3056, d0.loss_bbox: 0.4487 d1.loss_cls: 0.4880, d1.loss_bbox: 0.5799 d2.loss_cls: 0.5121, d2.loss_bbox: 0.4017 d3.loss_cls: 0.4373, d3.loss_bbox: 0.3060 d4.loss_cls: 0.4032, d4.loss_bbox: 0.3982, loss: 3.5404, grad_norm: 51.9244
2024-03-24 20:30:05,788 - my_logger - INFO - 2024-03-26 02:53:02,000 - mmdet - INFO - Epoch [13][2950/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4300, loss_bbox: 0.5610, d0.loss_cls: 0.3525, d0.loss_bbox: 0.5768 d1.loss_cls: 0.3116, d1.loss_bbox: 0.5352 d2.loss_cls: 0.4547, d2.loss_bbox: 0.4537 d3.loss_cls: 0.3075, d3.loss_bbox: 0.4837 d4.loss_cls: 0.3464, d4.loss_bbox: 0.3639, loss: 4.7099, grad_norm: 55.3652
2024-03-24 20:30:05,788 - my_logger - INFO - 2024-03-26 02:55:02,000 - mmdet - INFO - Epoch [13][3000/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5547, loss_bbox: 0.4765, d0.loss_cls: 0.5390, d0.loss_bbox: 0.4600 d1.loss_cls: 0.3637, d1.loss_bbox: 0.3797 d2.loss_cls: 0.5390, d2.loss_bbox: 0.5176 d3.loss_cls: 0.4269, d3.loss_bbox: 0.4424 d4.loss_cls: 0.4461, d4.loss_bbox: 0.3972, loss: 4.3212, grad_norm: 50.4861
2024-03-24 20:30:05,789 - my_logger - INFO - 2024-03-26 02:57:02,000 - mmdet - INFO - Epoch [13][3050/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3793, loss_bbox: 0.4785, d0.loss_cls: 0.3348, d0.loss_bbox: 0.4909 d1.loss_cls: 0.5881, d1.loss_bbox: 0.3272 d2.loss_cls: 0.4312, d2.loss_bbox: 0.3134 d3.loss_cls: 0.4712, d3.loss_bbox: 0.4295 d4.loss_cls: 0.5716, d4.loss_bbox: 0.5748, loss: 4.3431, grad_norm: 58.7253
2024-03-24 20:30:05,789 - my_logger - INFO - 2024-03-26 02:59:02,000 - mmdet - INFO - Epoch [13][3100/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4281, loss_bbox: 0.5712, d0.loss_cls: 0.5428, d0.loss_bbox: 0.3586 d1.loss_cls: 0.4307, d1.loss_bbox: 0.4968 d2.loss_cls: 0.5371, d2.loss_bbox: 0.4675 d3.loss_cls: 0.4716, d3.loss_bbox: 0.4884 d4.loss_cls: 0.4322, d4.loss_bbox: 0.5961, loss: 3.7519, grad_norm: 50.0308
2024-03-24 20:30:05,789 - my_logger - INFO - 2024-03-26 03:01:02,000 - mmdet - INFO - Epoch [13][3150/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4762, loss_bbox: 0.4627, d0.loss_cls: 0.5508, d0.loss_bbox: 0.3609 d1.loss_cls: 0.5130, d1.loss_bbox: 0.5849 d2.loss_cls: 0.5971, d2.loss_bbox: 0.3345 d3.loss_cls: 0.3331, d3.loss_bbox: 0.3543 d4.loss_cls: 0.4022, d4.loss_bbox: 0.5062, loss: 4.5305, grad_norm: 50.9217
2024-03-24 20:30:05,790 - my_logger - INFO - 2024-03-26 03:03:02,000 - mmdet - INFO - Epoch [13][3200/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2564, loss_bbox: 0.3781, d0.loss_cls: 0.3670, d0.loss_bbox: 0.3830 d1.loss_cls: 0.3751, d1.loss_bbox: 0.4133 d2.loss_cls: 0.3788, d2.loss_bbox: 0.4389 d3.loss_cls: 0.5057, d3.loss_bbox: 0.4960 d4.loss_cls: 0.3108, d4.loss_bbox: 0.4501, loss: 3.6206, grad_norm: 55.4822
2024-03-24 20:30:05,790 - my_logger - INFO - 2024-03-26 03:05:02,000 - mmdet - INFO - Epoch [13][3250/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2612, loss_bbox: 0.3325, d0.loss_cls: 0.4537, d0.loss_bbox: 0.3346 d1.loss_cls: 0.4349, d1.loss_bbox: 0.4309 d2.loss_cls: 0.5986, d2.loss_bbox: 0.5350 d3.loss_cls: 0.3275, d3.loss_bbox: 0.4727 d4.loss_cls: 0.5882, d4.loss_bbox: 0.4804, loss: 4.2832, grad_norm: 57.5025
2024-03-24 20:30:05,791 - my_logger - INFO - 2024-03-26 03:07:02,000 - mmdet - INFO - Epoch [13][3300/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5520, loss_bbox: 0.3238, d0.loss_cls: 0.3835, d0.loss_bbox: 0.5747 d1.loss_cls: 0.4511, d1.loss_bbox: 0.5397 d2.loss_cls: 0.3650, d2.loss_bbox: 0.5491 d3.loss_cls: 0.4112, d3.loss_bbox: 0.3855 d4.loss_cls: 0.5751, d4.loss_bbox: 0.4042, loss: 3.9438, grad_norm: 51.5301
2024-03-24 20:30:05,791 - my_logger - INFO - 2024-03-26 03:09:02,000 - mmdet - INFO - Epoch [13][3350/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4015, loss_bbox: 0.3346, d0.loss_cls: 0.3346, d0.loss_bbox: 0.5079 d1.loss_cls: 0.3054, d1.loss_bbox: 0.5190 d2.loss_cls: 0.3831, d2.loss_bbox: 0.4873 d3.loss_cls: 0.4763, d3.loss_bbox: 0.3783 d4.loss_cls: 0.4148, d4.loss_bbox: 0.4315, loss: 4.1496, grad_norm: 57.0851
2024-03-24 20:30:05,791 - my_logger - INFO - 2024-03-26 03:11:02,000 - mmdet - INFO - Epoch [13][3400/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5613, loss_bbox: 0.3348, d0.loss_cls: 0.3966, d0.loss_bbox: 0.5303 d1.loss_cls: 0.3521, d1.loss_bbox: 0.5243 d2.loss_cls: 0.5938, d2.loss_bbox: 0.4987 d3.loss_cls: 0.3891, d3.loss_bbox: 0.4888 d4.loss_cls: 0.5885, d4.loss_bbox: 0.3064, loss: 4.2700, grad_norm: 56.0607
2024-03-24 20:30:05,792 - my_logger - INFO - 2024-03-26 03:13:02,000 - mmdet - INFO - Epoch [13][3450/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3243, loss_bbox: 0.3898, d0.loss_cls: 0.4817, d0.loss_bbox: 0.5404 d1.loss_cls: 0.3314, d1.loss_bbox: 0.4511 d2.loss_cls: 0.4506, d2.loss_bbox: 0.5182 d3.loss_cls: 0.5097, d3.loss_bbox: 0.5815 d4.loss_cls: 0.4871, d4.loss_bbox: 0.3387, loss: 3.5274, grad_norm: 51.6649
2024-03-24 20:30:05,792 - my_logger - INFO - 2024-03-26 03:15:02,000 - mmdet - INFO - Epoch [13][3500/3517][Batch size: 50]	lr: 3.029e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4557, loss_bbox: 0.5049, d0.loss_cls: 0.4039, d0.loss_bbox: 0.5766 d1.loss_cls: 0.4542, d1.loss_bbox: 0.4181 d2.loss_cls: 0.5721, d2.loss_bbox: 0.5060 d3.loss_cls: 0.5621, d3.loss_bbox: 0.4174 d4.loss_cls: 0.5424, d4.loss_bbox: 0.4248, loss: 3.5731, grad_norm: 56.8039
2024-03-24 20:30:05,793 - my_logger - INFO - 2024-03-26 03:17:02,000 - mmdet - INFO - Epoch [14][0/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3067, loss_bbox: 0.3831, d0.loss_cls: 0.4335, d0.loss_bbox: 0.4136 d1.loss_cls: 0.5022, d1.loss_bbox: 0.4055 d2.loss_cls: 0.4560, d2.loss_bbox: 0.3417 d3.loss_cls: 0.3883, d3.loss_bbox: 0.3643 d4.loss_cls: 0.4286, d4.loss_bbox: 0.4104, loss: 3.6673, grad_norm: 58.4247
2024-03-24 20:30:05,793 - my_logger - INFO - 2024-03-26 03:19:02,000 - mmdet - INFO - Epoch [14][50/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2774, loss_bbox: 0.4978, d0.loss_cls: 0.4288, d0.loss_bbox: 0.5064 d1.loss_cls: 0.3179, d1.loss_bbox: 0.3649 d2.loss_cls: 0.3000, d2.loss_bbox: 0.5231 d3.loss_cls: 0.3984, d3.loss_bbox: 0.5904 d4.loss_cls: 0.4396, d4.loss_bbox: 0.4162, loss: 4.6714, grad_norm: 52.3446
2024-03-24 20:30:05,794 - my_logger - INFO - 2024-03-26 03:21:02,000 - mmdet - INFO - Epoch [14][100/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2635, loss_bbox: 0.5708, d0.loss_cls: 0.5801, d0.loss_bbox: 0.3153 d1.loss_cls: 0.4317, d1.loss_bbox: 0.3689 d2.loss_cls: 0.3742, d2.loss_bbox: 0.4707 d3.loss_cls: 0.3643, d3.loss_bbox: 0.5007 d4.loss_cls: 0.4880, d4.loss_bbox: 0.3827, loss: 3.6472, grad_norm: 52.6510
2024-03-24 20:30:05,794 - my_logger - INFO - 2024-03-26 03:23:02,000 - mmdet - INFO - Epoch [14][150/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5321, loss_bbox: 0.5622, d0.loss_cls: 0.4324, d0.loss_bbox: 0.3158 d1.loss_cls: 0.5463, d1.loss_bbox: 0.4608 d2.loss_cls: 0.5941, d2.loss_bbox: 0.3458 d3.loss_cls: 0.5702, d3.loss_bbox: 0.4391 d4.loss_cls: 0.5384, d4.loss_bbox: 0.4357, loss: 4.6903, grad_norm: 58.7918
2024-03-24 20:30:05,795 - my_logger - INFO - 2024-03-26 03:25:02,000 - mmdet - INFO - Epoch [14][200/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2599, loss_bbox: 0.4632, d0.loss_cls: 0.3067, d0.loss_bbox: 0.5629 d1.loss_cls: 0.5904, d1.loss_bbox: 0.5752 d2.loss_cls: 0.5837, d2.loss_bbox: 0.5630 d3.loss_cls: 0.5816, d3.loss_bbox: 0.4853 d4.loss_cls: 0.5106, d4.loss_bbox: 0.3033, loss: 4.9504, grad_norm: 53.6059
2024-03-24 20:30:05,795 - my_logger - INFO - 2024-03-26 03:27:02,000 - mmdet - INFO - Epoch [14][250/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4944, loss_bbox: 0.5651, d0.loss_cls: 0.4130, d0.loss_bbox: 0.5368 d1.loss_cls: 0.4404, d1.loss_bbox: 0.5612 d2.loss_cls: 0.4719, d2.loss_bbox: 0.5336 d3.loss_cls: 0.3814, d3.loss_bbox: 0.4567 d4.loss_cls: 0.3130, d4.loss_bbox: 0.3839, loss: 4.1435, grad_norm: 56.1680
2024-03-24 20:30:05,795 - my_logger - INFO - 2024-03-26 03:29:02,000 - mmdet - INFO - Epoch [14][300/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4221, loss_bbox: 0.4652, d0.loss_cls: 0.4873, d0.loss_bbox: 0.3164 d1.loss_cls: 0.5470, d1.loss_bbox: 0.5596 d2.loss_cls: 0.4528, d2.loss_bbox: 0.3807 d3.loss_cls: 0.5639, d3.loss_bbox: 0.5161 d4.loss_cls: 0.5725, d4.loss_bbox: 0.5140, loss: 4.5881, grad_norm: 53.4828
2024-03-24 20:30:05,796 - my_logger - INFO - 2024-03-26 03:31:02,000 - mmdet - INFO - Epoch [14][350/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5433, loss_bbox: 0.3757, d0.loss_cls: 0.3044, d0.loss_bbox: 0.4046 d1.loss_cls: 0.3957, d1.loss_bbox: 0.4252 d2.loss_cls: 0.5467, d2.loss_bbox: 0.3116 d3.loss_cls: 0.3052, d3.loss_bbox: 0.5230 d4.loss_cls: 0.4606, d4.loss_bbox: 0.5098, loss: 3.8600, grad_norm: 58.3099
2024-03-24 20:30:05,796 - my_logger - INFO - 2024-03-26 03:33:02,000 - mmdet - INFO - Epoch [14][400/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4410, loss_bbox: 0.5801, d0.loss_cls: 0.3256, d0.loss_bbox: 0.4891 d1.loss_cls: 0.5257, d1.loss_bbox: 0.4346 d2.loss_cls: 0.5680, d2.loss_bbox: 0.4496 d3.loss_cls: 0.3145, d3.loss_bbox: 0.4001 d4.loss_cls: 0.5069, d4.loss_bbox: 0.5620, loss: 4.3821, grad_norm: 55.7099
2024-03-24 20:30:05,797 - my_logger - INFO - 2024-03-26 03:35:02,000 - mmdet - INFO - Epoch [14][450/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4787, loss_bbox: 0.3647, d0.loss_cls: 0.4448, d0.loss_bbox: 0.4062 d1.loss_cls: 0.3089, d1.loss_bbox: 0.3579 d2.loss_cls: 0.3046, d2.loss_bbox: 0.3188 d3.loss_cls: 0.5184, d3.loss_bbox: 0.4071 d4.loss_cls: 0.4534, d4.loss_bbox: 0.3226, loss: 4.8455, grad_norm: 51.4759
2024-03-24 20:30:05,797 - my_logger - INFO - 2024-03-26 03:37:02,000 - mmdet - INFO - Epoch [14][500/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3579, loss_bbox: 0.3053, d0.loss_cls: 0.5642, d0.loss_bbox: 0.4180 d1.loss_cls: 0.5597, d1.loss_bbox: 0.4038 d2.loss_cls: 0.5262, d2.loss_bbox: 0.4607 d3.loss_cls: 0.4328, d3.loss_bbox: 0.3369 d4.loss_cls: 0.4738, d4.loss_bbox: 0.3327, loss: 3.5060, grad_norm: 51.2726
2024-03-24 20:30:05,797 - my_logger - INFO - 2024-03-26 03:39:02,000 - mmdet - INFO - Epoch [14][550/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4098, loss_bbox: 0.5264, d0.loss_cls: 0.5705, d0.loss_bbox: 0.3650 d1.loss_cls: 0.5437, d1.loss_bbox: 0.4541 d2.loss_cls: 0.3925, d2.loss_bbox: 0.5812 d3.loss_cls: 0.4305, d3.loss_bbox: 0.4928 d4.loss_cls: 0.5998, d4.loss_bbox: 0.4735, loss: 3.8222, grad_norm: 55.2417
2024-03-24 20:30:05,798 - my_logger - INFO - 2024-03-26 03:41:02,000 - mmdet - INFO - Epoch [14][600/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5679, loss_bbox: 0.4947, d0.loss_cls: 0.4955, d0.loss_bbox: 0.4822 d1.loss_cls: 0.5396, d1.loss_bbox: 0.4019 d2.loss_cls: 0.3397, d2.loss_bbox: 0.4995 d3.loss_cls: 0.4371, d3.loss_bbox: 0.3361 d4.loss_cls: 0.4779, d4.loss_bbox: 0.4495, loss: 4.6405, grad_norm: 54.0992
2024-03-24 20:30:05,804 - my_logger - INFO - 2024-03-26 03:43:02,000 - mmdet - INFO - Epoch [14][650/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4017, loss_bbox: 0.5827, d0.loss_cls: 0.4961, d0.loss_bbox: 0.5130 d1.loss_cls: 0.4948, d1.loss_bbox: 0.3011 d2.loss_cls: 0.4718, d2.loss_bbox: 0.5403 d3.loss_cls: 0.5473, d3.loss_bbox: 0.3226 d4.loss_cls: 0.5192, d4.loss_bbox: 0.4914, loss: 4.5000, grad_norm: 57.1591
2024-03-24 20:30:05,804 - my_logger - INFO - 2024-03-26 03:45:02,000 - mmdet - INFO - Epoch [14][700/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4788, loss_bbox: 0.5342, d0.loss_cls: 0.4114, d0.loss_bbox: 0.4309 d1.loss_cls: 0.5115, d1.loss_bbox: 0.4630 d2.loss_cls: 0.5323, d2.loss_bbox: 0.5189 d3.loss_cls: 0.3145, d3.loss_bbox: 0.5147 d4.loss_cls: 0.3353, d4.loss_bbox: 0.3179, loss: 4.3942, grad_norm: 53.7186
2024-03-24 20:30:05,805 - my_logger - INFO - 2024-03-26 03:47:02,000 - mmdet - INFO - Epoch [14][750/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5921, loss_bbox: 0.4520, d0.loss_cls: 0.4572, d0.loss_bbox: 0.3693 d1.loss_cls: 0.4229, d1.loss_bbox: 0.4676 d2.loss_cls: 0.3189, d2.loss_bbox: 0.3667 d3.loss_cls: 0.4280, d3.loss_bbox: 0.3113 d4.loss_cls: 0.5026, d4.loss_bbox: 0.5459, loss: 4.7208, grad_norm: 59.5698
2024-03-24 20:30:05,805 - my_logger - INFO - 2024-03-26 03:49:02,000 - mmdet - INFO - Epoch [14][800/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3833, loss_bbox: 0.4028, d0.loss_cls: 0.5677, d0.loss_bbox: 0.5171 d1.loss_cls: 0.3417, d1.loss_bbox: 0.4881 d2.loss_cls: 0.3593, d2.loss_bbox: 0.3746 d3.loss_cls: 0.4379, d3.loss_bbox: 0.5701 d4.loss_cls: 0.4924, d4.loss_bbox: 0.4689, loss: 4.2048, grad_norm: 51.5754
2024-03-24 20:30:05,806 - my_logger - INFO - 2024-03-26 03:51:02,000 - mmdet - INFO - Epoch [14][850/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5893, loss_bbox: 0.5144, d0.loss_cls: 0.3045, d0.loss_bbox: 0.3642 d1.loss_cls: 0.3790, d1.loss_bbox: 0.5635 d2.loss_cls: 0.3526, d2.loss_bbox: 0.5867 d3.loss_cls: 0.4099, d3.loss_bbox: 0.5339 d4.loss_cls: 0.5269, d4.loss_bbox: 0.4490, loss: 4.8934, grad_norm: 58.3106
2024-03-24 20:30:05,806 - my_logger - INFO - 2024-03-26 03:53:02,000 - mmdet - INFO - Epoch [14][900/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5992, loss_bbox: 0.4035, d0.loss_cls: 0.3121, d0.loss_bbox: 0.3835 d1.loss_cls: 0.3648, d1.loss_bbox: 0.3641 d2.loss_cls: 0.3327, d2.loss_bbox: 0.3093 d3.loss_cls: 0.5906, d3.loss_bbox: 0.4339 d4.loss_cls: 0.3410, d4.loss_bbox: 0.4130, loss: 4.5942, grad_norm: 53.1847
2024-03-24 20:30:05,806 - my_logger - INFO - 2024-03-26 03:55:02,000 - mmdet - INFO - Epoch [14][950/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3804, loss_bbox: 0.4168, d0.loss_cls: 0.4787, d0.loss_bbox: 0.4191 d1.loss_cls: 0.4764, d1.loss_bbox: 0.3085 d2.loss_cls: 0.3904, d2.loss_bbox: 0.3471 d3.loss_cls: 0.5174, d3.loss_bbox: 0.3198 d4.loss_cls: 0.4798, d4.loss_bbox: 0.3734, loss: 3.8900, grad_norm: 52.9459
2024-03-24 20:30:05,807 - my_logger - INFO - 2024-03-26 03:57:02,000 - mmdet - INFO - Epoch [14][1000/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4040, loss_bbox: 0.5635, d0.loss_cls: 0.5405, d0.loss_bbox: 0.5556 d1.loss_cls: 0.4492, d1.loss_bbox: 0.4307 d2.loss_cls: 0.5086, d2.loss_bbox: 0.5113 d3.loss_cls: 0.3253, d3.loss_bbox: 0.5466 d4.loss_cls: 0.4083, d4.loss_bbox: 0.5698, loss: 4.1700, grad_norm: 58.9307
2024-03-24 20:30:05,807 - my_logger - INFO - 2024-03-26 03:59:02,000 - mmdet - INFO - Epoch [14][1050/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5192, loss_bbox: 0.5805, d0.loss_cls: 0.5133, d0.loss_bbox: 0.3390 d1.loss_cls: 0.4950, d1.loss_bbox: 0.4207 d2.loss_cls: 0.5846, d2.loss_bbox: 0.3921 d3.loss_cls: 0.5159, d3.loss_bbox: 0.3958 d4.loss_cls: 0.4980, d4.loss_bbox: 0.3230, loss: 4.2119, grad_norm: 56.7161
2024-03-24 20:30:05,808 - my_logger - INFO - 2024-03-26 04:01:02,000 - mmdet - INFO - Epoch [14][1100/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2687, loss_bbox: 0.5629, d0.loss_cls: 0.3804, d0.loss_bbox: 0.3372 d1.loss_cls: 0.5019, d1.loss_bbox: 0.4604 d2.loss_cls: 0.3942, d2.loss_bbox: 0.4687 d3.loss_cls: 0.5268, d3.loss_bbox: 0.5874 d4.loss_cls: 0.3744, d4.loss_bbox: 0.3427, loss: 4.0908, grad_norm: 57.7715
2024-03-24 20:30:05,808 - my_logger - INFO - 2024-03-26 04:03:02,000 - mmdet - INFO - Epoch [14][1150/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2548, loss_bbox: 0.3679, d0.loss_cls: 0.5381, d0.loss_bbox: 0.5949 d1.loss_cls: 0.5384, d1.loss_bbox: 0.4868 d2.loss_cls: 0.5309, d2.loss_bbox: 0.3460 d3.loss_cls: 0.3184, d3.loss_bbox: 0.4452 d4.loss_cls: 0.4946, d4.loss_bbox: 0.4010, loss: 3.9292, grad_norm: 58.5427
2024-03-24 20:30:05,808 - my_logger - INFO - 2024-03-26 04:05:02,000 - mmdet - INFO - Epoch [14][1200/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4179, loss_bbox: 0.4053, d0.loss_cls: 0.5864, d0.loss_bbox: 0.3590 d1.loss_cls: 0.5107, d1.loss_bbox: 0.4554 d2.loss_cls: 0.5392, d2.loss_bbox: 0.4825 d3.loss_cls: 0.4866, d3.loss_bbox: 0.3725 d4.loss_cls: 0.5952, d4.loss_bbox: 0.3084, loss: 3.6151, grad_norm: 57.9186
2024-03-24 20:30:05,809 - my_logger - INFO - 2024-03-26 04:07:02,000 - mmdet - INFO - Epoch [14][1250/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3470, loss_bbox: 0.5868, d0.loss_cls: 0.4455, d0.loss_bbox: 0.3501 d1.loss_cls: 0.3761, d1.loss_bbox: 0.3342 d2.loss_cls: 0.4552, d2.loss_bbox: 0.5476 d3.loss_cls: 0.3108, d3.loss_bbox: 0.3903 d4.loss_cls: 0.4943, d4.loss_bbox: 0.5338, loss: 4.4904, grad_norm: 56.4531
2024-03-24 20:30:05,809 - my_logger - INFO - 2024-03-26 04:09:02,000 - mmdet - INFO - Epoch [14][1300/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2679, loss_bbox: 0.4093, d0.loss_cls: 0.4734, d0.loss_bbox: 0.5986 d1.loss_cls: 0.5842, d1.loss_bbox: 0.5068 d2.loss_cls: 0.3036, d2.loss_bbox: 0.5497 d3.loss_cls: 0.5498, d3.loss_bbox: 0.5616 d4.loss_cls: 0.4679, d4.loss_bbox: 0.4716, loss: 4.2115, grad_norm: 58.0587
2024-03-24 20:30:05,810 - my_logger - INFO - 2024-03-26 04:11:02,000 - mmdet - INFO - Epoch [14][1350/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2991, loss_bbox: 0.4927, d0.loss_cls: 0.3851, d0.loss_bbox: 0.5035 d1.loss_cls: 0.5037, d1.loss_bbox: 0.4539 d2.loss_cls: 0.3744, d2.loss_bbox: 0.3664 d3.loss_cls: 0.4714, d3.loss_bbox: 0.5755 d4.loss_cls: 0.3776, d4.loss_bbox: 0.3478, loss: 4.0204, grad_norm: 50.1155
2024-03-24 20:30:05,810 - my_logger - INFO - 2024-03-26 04:13:02,000 - mmdet - INFO - Epoch [14][1400/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5362, loss_bbox: 0.4257, d0.loss_cls: 0.3071, d0.loss_bbox: 0.4525 d1.loss_cls: 0.5322, d1.loss_bbox: 0.3797 d2.loss_cls: 0.3895, d2.loss_bbox: 0.4492 d3.loss_cls: 0.5542, d3.loss_bbox: 0.4379 d4.loss_cls: 0.3580, d4.loss_bbox: 0.5906, loss: 4.2655, grad_norm: 59.5229
2024-03-24 20:30:05,811 - my_logger - INFO - 2024-03-26 04:15:02,000 - mmdet - INFO - Epoch [14][1450/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4577, loss_bbox: 0.4349, d0.loss_cls: 0.3313, d0.loss_bbox: 0.5035 d1.loss_cls: 0.3477, d1.loss_bbox: 0.3094 d2.loss_cls: 0.5391, d2.loss_bbox: 0.3675 d3.loss_cls: 0.3539, d3.loss_bbox: 0.3900 d4.loss_cls: 0.5473, d4.loss_bbox: 0.3789, loss: 3.7455, grad_norm: 54.2168
2024-03-24 20:30:05,811 - my_logger - INFO - 2024-03-26 04:17:02,000 - mmdet - INFO - Epoch [14][1500/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2770, loss_bbox: 0.4443, d0.loss_cls: 0.5529, d0.loss_bbox: 0.4640 d1.loss_cls: 0.3401, d1.loss_bbox: 0.4784 d2.loss_cls: 0.4889, d2.loss_bbox: 0.3662 d3.loss_cls: 0.4670, d3.loss_bbox: 0.4083 d4.loss_cls: 0.5027, d4.loss_bbox: 0.4235, loss: 4.5520, grad_norm: 56.7643
2024-03-24 20:30:05,812 - my_logger - INFO - 2024-03-26 04:19:02,000 - mmdet - INFO - Epoch [14][1550/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3167, loss_bbox: 0.3682, d0.loss_cls: 0.3132, d0.loss_bbox: 0.4735 d1.loss_cls: 0.5770, d1.loss_bbox: 0.4773 d2.loss_cls: 0.5068, d2.loss_bbox: 0.3771 d3.loss_cls: 0.3399, d3.loss_bbox: 0.3322 d4.loss_cls: 0.5081, d4.loss_bbox: 0.5325, loss: 4.8272, grad_norm: 55.2972
2024-03-24 20:30:05,812 - my_logger - INFO - 2024-03-26 04:21:02,000 - mmdet - INFO - Epoch [14][1600/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2548, loss_bbox: 0.3698, d0.loss_cls: 0.4619, d0.loss_bbox: 0.3088 d1.loss_cls: 0.3633, d1.loss_bbox: 0.4428 d2.loss_cls: 0.4218, d2.loss_bbox: 0.5155 d3.loss_cls: 0.5536, d3.loss_bbox: 0.4794 d4.loss_cls: 0.5792, d4.loss_bbox: 0.5843, loss: 3.9007, grad_norm: 52.3134
2024-03-24 20:30:05,812 - my_logger - INFO - 2024-03-26 04:23:02,000 - mmdet - INFO - Epoch [14][1650/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5818, loss_bbox: 0.4541, d0.loss_cls: 0.4973, d0.loss_bbox: 0.5989 d1.loss_cls: 0.5294, d1.loss_bbox: 0.3516 d2.loss_cls: 0.3576, d2.loss_bbox: 0.3157 d3.loss_cls: 0.4973, d3.loss_bbox: 0.4637 d4.loss_cls: 0.4764, d4.loss_bbox: 0.4116, loss: 4.4442, grad_norm: 53.2059
2024-03-24 20:30:05,813 - my_logger - INFO - 2024-03-26 04:25:02,000 - mmdet - INFO - Epoch [14][1700/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5764, loss_bbox: 0.4706, d0.loss_cls: 0.4558, d0.loss_bbox: 0.5985 d1.loss_cls: 0.4344, d1.loss_bbox: 0.4100 d2.loss_cls: 0.4621, d2.loss_bbox: 0.3600 d3.loss_cls: 0.3838, d3.loss_bbox: 0.3759 d4.loss_cls: 0.3772, d4.loss_bbox: 0.5625, loss: 4.1337, grad_norm: 54.9673
2024-03-24 20:30:05,813 - my_logger - INFO - 2024-03-26 04:27:02,000 - mmdet - INFO - Epoch [14][1750/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3935, loss_bbox: 0.5711, d0.loss_cls: 0.4099, d0.loss_bbox: 0.4408 d1.loss_cls: 0.3624, d1.loss_bbox: 0.4971 d2.loss_cls: 0.3543, d2.loss_bbox: 0.3776 d3.loss_cls: 0.3618, d3.loss_bbox: 0.3419 d4.loss_cls: 0.4860, d4.loss_bbox: 0.5279, loss: 4.7798, grad_norm: 59.1242
2024-03-24 20:30:05,814 - my_logger - INFO - 2024-03-26 04:29:02,000 - mmdet - INFO - Epoch [14][1800/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5859, loss_bbox: 0.5258, d0.loss_cls: 0.3244, d0.loss_bbox: 0.4532 d1.loss_cls: 0.3364, d1.loss_bbox: 0.3456 d2.loss_cls: 0.4735, d2.loss_bbox: 0.5235 d3.loss_cls: 0.3884, d3.loss_bbox: 0.5756 d4.loss_cls: 0.3344, d4.loss_bbox: 0.5074, loss: 4.7712, grad_norm: 54.8747
2024-03-24 20:30:05,821 - my_logger - INFO - 2024-03-26 04:31:02,000 - mmdet - INFO - Epoch [14][1850/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5817, loss_bbox: 0.5684, d0.loss_cls: 0.3311, d0.loss_bbox: 0.4416 d1.loss_cls: 0.4840, d1.loss_bbox: 0.3427 d2.loss_cls: 0.4287, d2.loss_bbox: 0.3941 d3.loss_cls: 0.5321, d3.loss_bbox: 0.4977 d4.loss_cls: 0.3131, d4.loss_bbox: 0.3619, loss: 4.1230, grad_norm: 56.7349
2024-03-24 20:30:05,823 - my_logger - INFO - 2024-03-26 04:33:02,000 - mmdet - INFO - Epoch [14][1900/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5459, loss_bbox: 0.5118, d0.loss_cls: 0.5887, d0.loss_bbox: 0.4070 d1.loss_cls: 0.4797, d1.loss_bbox: 0.5593 d2.loss_cls: 0.3655, d2.loss_bbox: 0.4871 d3.loss_cls: 0.4742, d3.loss_bbox: 0.4490 d4.loss_cls: 0.3489, d4.loss_bbox: 0.5713, loss: 4.1713, grad_norm: 53.4288
2024-03-24 20:30:05,823 - my_logger - INFO - 2024-03-26 04:35:02,000 - mmdet - INFO - Epoch [14][1950/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4704, loss_bbox: 0.3630, d0.loss_cls: 0.5585, d0.loss_bbox: 0.5272 d1.loss_cls: 0.5462, d1.loss_bbox: 0.4832 d2.loss_cls: 0.5845, d2.loss_bbox: 0.5354 d3.loss_cls: 0.5199, d3.loss_bbox: 0.4648 d4.loss_cls: 0.5463, d4.loss_bbox: 0.4930, loss: 3.9729, grad_norm: 58.4562
2024-03-24 20:30:05,824 - my_logger - INFO - 2024-03-26 04:37:02,000 - mmdet - INFO - Epoch [14][2000/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2816, loss_bbox: 0.5402, d0.loss_cls: 0.5987, d0.loss_bbox: 0.3025 d1.loss_cls: 0.3731, d1.loss_bbox: 0.5085 d2.loss_cls: 0.3960, d2.loss_bbox: 0.3343 d3.loss_cls: 0.5124, d3.loss_bbox: 0.3943 d4.loss_cls: 0.3089, d4.loss_bbox: 0.5544, loss: 4.8567, grad_norm: 50.2358
2024-03-24 20:30:05,824 - my_logger - INFO - 2024-03-26 04:39:02,000 - mmdet - INFO - Epoch [14][2050/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3825, loss_bbox: 0.5105, d0.loss_cls: 0.3281, d0.loss_bbox: 0.4004 d1.loss_cls: 0.5269, d1.loss_bbox: 0.4577 d2.loss_cls: 0.3662, d2.loss_bbox: 0.4527 d3.loss_cls: 0.5998, d3.loss_bbox: 0.3692 d4.loss_cls: 0.5911, d4.loss_bbox: 0.3516, loss: 4.2543, grad_norm: 51.9395
2024-03-24 20:30:05,825 - my_logger - INFO - 2024-03-26 04:41:02,000 - mmdet - INFO - Epoch [14][2100/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5365, loss_bbox: 0.3742, d0.loss_cls: 0.4983, d0.loss_bbox: 0.3863 d1.loss_cls: 0.4585, d1.loss_bbox: 0.5040 d2.loss_cls: 0.3381, d2.loss_bbox: 0.5898 d3.loss_cls: 0.5881, d3.loss_bbox: 0.3042 d4.loss_cls: 0.5624, d4.loss_bbox: 0.5224, loss: 3.6657, grad_norm: 56.1475
2024-03-24 20:30:05,825 - my_logger - INFO - 2024-03-26 04:43:02,000 - mmdet - INFO - Epoch [14][2150/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5955, loss_bbox: 0.5688, d0.loss_cls: 0.4524, d0.loss_bbox: 0.5870 d1.loss_cls: 0.4957, d1.loss_bbox: 0.4254 d2.loss_cls: 0.5612, d2.loss_bbox: 0.3929 d3.loss_cls: 0.4954, d3.loss_bbox: 0.3086 d4.loss_cls: 0.5466, d4.loss_bbox: 0.3693, loss: 3.8901, grad_norm: 56.0633
2024-03-24 20:30:05,825 - my_logger - INFO - 2024-03-26 04:45:02,000 - mmdet - INFO - Epoch [14][2200/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5443, loss_bbox: 0.3231, d0.loss_cls: 0.3103, d0.loss_bbox: 0.4395 d1.loss_cls: 0.4779, d1.loss_bbox: 0.5996 d2.loss_cls: 0.5072, d2.loss_bbox: 0.5868 d3.loss_cls: 0.3801, d3.loss_bbox: 0.3747 d4.loss_cls: 0.3769, d4.loss_bbox: 0.4744, loss: 4.6391, grad_norm: 55.6068
2024-03-24 20:30:05,826 - my_logger - INFO - 2024-03-26 04:47:02,000 - mmdet - INFO - Epoch [14][2250/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4275, loss_bbox: 0.3836, d0.loss_cls: 0.4743, d0.loss_bbox: 0.4159 d1.loss_cls: 0.5916, d1.loss_bbox: 0.5280 d2.loss_cls: 0.5104, d2.loss_bbox: 0.4722 d3.loss_cls: 0.5945, d3.loss_bbox: 0.3994 d4.loss_cls: 0.4830, d4.loss_bbox: 0.4047, loss: 4.5390, grad_norm: 50.0497
2024-03-24 20:30:05,826 - my_logger - INFO - 2024-03-26 04:49:02,000 - mmdet - INFO - Epoch [14][2300/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5223, loss_bbox: 0.3050, d0.loss_cls: 0.3625, d0.loss_bbox: 0.3907 d1.loss_cls: 0.3306, d1.loss_bbox: 0.3478 d2.loss_cls: 0.5184, d2.loss_bbox: 0.3048 d3.loss_cls: 0.5075, d3.loss_bbox: 0.5698 d4.loss_cls: 0.3854, d4.loss_bbox: 0.5921, loss: 4.5317, grad_norm: 56.3293
2024-03-24 20:30:05,827 - my_logger - INFO - 2024-03-26 04:51:02,000 - mmdet - INFO - Epoch [14][2350/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4960, loss_bbox: 0.4505, d0.loss_cls: 0.3691, d0.loss_bbox: 0.3854 d1.loss_cls: 0.4909, d1.loss_bbox: 0.5614 d2.loss_cls: 0.3537, d2.loss_bbox: 0.5981 d3.loss_cls: 0.4977, d3.loss_bbox: 0.3241 d4.loss_cls: 0.4009, d4.loss_bbox: 0.3653, loss: 4.3575, grad_norm: 54.4844
2024-03-24 20:30:05,827 - my_logger - INFO - 2024-03-26 04:53:02,000 - mmdet - INFO - Epoch [14][2400/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2619, loss_bbox: 0.3902, d0.loss_cls: 0.5388, d0.loss_bbox: 0.3141 d1.loss_cls: 0.4427, d1.loss_bbox: 0.3489 d2.loss_cls: 0.4155, d2.loss_bbox: 0.4849 d3.loss_cls: 0.5928, d3.loss_bbox: 0.5054 d4.loss_cls: 0.4130, d4.loss_bbox: 0.3522, loss: 3.5602, grad_norm: 52.6849
2024-03-24 20:30:05,828 - my_logger - INFO - 2024-03-26 04:55:02,000 - mmdet - INFO - Epoch [14][2450/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3319, loss_bbox: 0.3281, d0.loss_cls: 0.5672, d0.loss_bbox: 0.5768 d1.loss_cls: 0.5046, d1.loss_bbox: 0.3311 d2.loss_cls: 0.5894, d2.loss_bbox: 0.5050 d3.loss_cls: 0.4823, d3.loss_bbox: 0.3724 d4.loss_cls: 0.5622, d4.loss_bbox: 0.4673, loss: 3.6325, grad_norm: 51.8361
2024-03-24 20:30:05,828 - my_logger - INFO - 2024-03-26 04:57:02,000 - mmdet - INFO - Epoch [14][2500/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4215, loss_bbox: 0.4662, d0.loss_cls: 0.4153, d0.loss_bbox: 0.5190 d1.loss_cls: 0.4612, d1.loss_bbox: 0.4607 d2.loss_cls: 0.4060, d2.loss_bbox: 0.3360 d3.loss_cls: 0.3894, d3.loss_bbox: 0.3647 d4.loss_cls: 0.3473, d4.loss_bbox: 0.4207, loss: 4.7212, grad_norm: 59.2857
2024-03-24 20:30:05,829 - my_logger - INFO - 2024-03-26 04:59:02,000 - mmdet - INFO - Epoch [14][2550/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4751, loss_bbox: 0.4340, d0.loss_cls: 0.3510, d0.loss_bbox: 0.3384 d1.loss_cls: 0.3416, d1.loss_bbox: 0.5167 d2.loss_cls: 0.5340, d2.loss_bbox: 0.5314 d3.loss_cls: 0.3161, d3.loss_bbox: 0.3360 d4.loss_cls: 0.4728, d4.loss_bbox: 0.5765, loss: 4.5328, grad_norm: 50.2863
2024-03-24 20:30:05,829 - my_logger - INFO - 2024-03-26 05:01:02,000 - mmdet - INFO - Epoch [14][2600/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3687, loss_bbox: 0.3296, d0.loss_cls: 0.5466, d0.loss_bbox: 0.4235 d1.loss_cls: 0.3861, d1.loss_bbox: 0.3379 d2.loss_cls: 0.4701, d2.loss_bbox: 0.5063 d3.loss_cls: 0.4858, d3.loss_bbox: 0.5120 d4.loss_cls: 0.5406, d4.loss_bbox: 0.5676, loss: 3.9434, grad_norm: 51.3369
2024-03-24 20:30:05,829 - my_logger - INFO - 2024-03-26 05:03:02,000 - mmdet - INFO - Epoch [14][2650/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5458, loss_bbox: 0.4985, d0.loss_cls: 0.5367, d0.loss_bbox: 0.4882 d1.loss_cls: 0.5639, d1.loss_bbox: 0.5195 d2.loss_cls: 0.3909, d2.loss_bbox: 0.4612 d3.loss_cls: 0.5999, d3.loss_bbox: 0.5629 d4.loss_cls: 0.5158, d4.loss_bbox: 0.4232, loss: 4.1777, grad_norm: 57.7690
2024-03-24 20:30:05,830 - my_logger - INFO - 2024-03-26 05:05:02,000 - mmdet - INFO - Epoch [14][2700/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3870, loss_bbox: 0.5461, d0.loss_cls: 0.5892, d0.loss_bbox: 0.3365 d1.loss_cls: 0.4200, d1.loss_bbox: 0.5500 d2.loss_cls: 0.4982, d2.loss_bbox: 0.3324 d3.loss_cls: 0.5099, d3.loss_bbox: 0.4467 d4.loss_cls: 0.4889, d4.loss_bbox: 0.4736, loss: 4.8474, grad_norm: 56.6700
2024-03-24 20:30:05,836 - my_logger - INFO - 2024-03-26 05:07:02,000 - mmdet - INFO - Epoch [14][2750/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3873, loss_bbox: 0.4574, d0.loss_cls: 0.3686, d0.loss_bbox: 0.3014 d1.loss_cls: 0.4215, d1.loss_bbox: 0.3288 d2.loss_cls: 0.3488, d2.loss_bbox: 0.3633 d3.loss_cls: 0.3606, d3.loss_bbox: 0.4759 d4.loss_cls: 0.4328, d4.loss_bbox: 0.4470, loss: 4.0002, grad_norm: 50.1631
2024-03-24 20:30:05,836 - my_logger - INFO - 2024-03-26 05:09:02,000 - mmdet - INFO - Epoch [14][2800/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5534, loss_bbox: 0.5727, d0.loss_cls: 0.5569, d0.loss_bbox: 0.4817 d1.loss_cls: 0.4682, d1.loss_bbox: 0.3916 d2.loss_cls: 0.4870, d2.loss_bbox: 0.5173 d3.loss_cls: 0.4943, d3.loss_bbox: 0.4062 d4.loss_cls: 0.4396, d4.loss_bbox: 0.3971, loss: 4.6346, grad_norm: 58.9844
2024-03-24 20:30:05,837 - my_logger - INFO - 2024-03-26 05:11:02,000 - mmdet - INFO - Epoch [14][2850/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4306, loss_bbox: 0.5731, d0.loss_cls: 0.5536, d0.loss_bbox: 0.5959 d1.loss_cls: 0.5900, d1.loss_bbox: 0.5558 d2.loss_cls: 0.5113, d2.loss_bbox: 0.3086 d3.loss_cls: 0.3199, d3.loss_bbox: 0.4135 d4.loss_cls: 0.4516, d4.loss_bbox: 0.4332, loss: 4.0797, grad_norm: 57.2637
2024-03-24 20:30:05,837 - my_logger - INFO - 2024-03-26 05:13:02,000 - mmdet - INFO - Epoch [14][2900/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3613, loss_bbox: 0.3299, d0.loss_cls: 0.3162, d0.loss_bbox: 0.3283 d1.loss_cls: 0.5443, d1.loss_bbox: 0.3609 d2.loss_cls: 0.5371, d2.loss_bbox: 0.3665 d3.loss_cls: 0.4419, d3.loss_bbox: 0.4899 d4.loss_cls: 0.5554, d4.loss_bbox: 0.3515, loss: 4.1473, grad_norm: 56.0752
2024-03-24 20:30:05,838 - my_logger - INFO - 2024-03-26 05:15:02,000 - mmdet - INFO - Epoch [14][2950/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2975, loss_bbox: 0.3896, d0.loss_cls: 0.3587, d0.loss_bbox: 0.4512 d1.loss_cls: 0.5346, d1.loss_bbox: 0.5110 d2.loss_cls: 0.4235, d2.loss_bbox: 0.3435 d3.loss_cls: 0.3664, d3.loss_bbox: 0.3987 d4.loss_cls: 0.4343, d4.loss_bbox: 0.3081, loss: 4.2946, grad_norm: 59.1922
2024-03-24 20:30:05,838 - my_logger - INFO - 2024-03-26 05:17:02,000 - mmdet - INFO - Epoch [14][3000/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4230, loss_bbox: 0.3298, d0.loss_cls: 0.5971, d0.loss_bbox: 0.4707 d1.loss_cls: 0.4482, d1.loss_bbox: 0.5998 d2.loss_cls: 0.4510, d2.loss_bbox: 0.5632 d3.loss_cls: 0.5382, d3.loss_bbox: 0.3108 d4.loss_cls: 0.5502, d4.loss_bbox: 0.4620, loss: 3.8612, grad_norm: 56.9839
2024-03-24 20:30:05,838 - my_logger - INFO - 2024-03-26 05:19:02,000 - mmdet - INFO - Epoch [14][3050/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4279, loss_bbox: 0.5308, d0.loss_cls: 0.4488, d0.loss_bbox: 0.3825 d1.loss_cls: 0.3745, d1.loss_bbox: 0.3362 d2.loss_cls: 0.3956, d2.loss_bbox: 0.3252 d3.loss_cls: 0.3886, d3.loss_bbox: 0.4433 d4.loss_cls: 0.4350, d4.loss_bbox: 0.5846, loss: 3.9619, grad_norm: 50.9035
2024-03-24 20:30:05,839 - my_logger - INFO - 2024-03-26 05:21:02,000 - mmdet - INFO - Epoch [14][3100/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4801, loss_bbox: 0.3604, d0.loss_cls: 0.3800, d0.loss_bbox: 0.4654 d1.loss_cls: 0.4919, d1.loss_bbox: 0.5554 d2.loss_cls: 0.4310, d2.loss_bbox: 0.3438 d3.loss_cls: 0.4919, d3.loss_bbox: 0.4793 d4.loss_cls: 0.5178, d4.loss_bbox: 0.3345, loss: 4.9476, grad_norm: 56.5582
2024-03-24 20:30:05,839 - my_logger - INFO - 2024-03-26 05:23:02,000 - mmdet - INFO - Epoch [14][3150/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5340, loss_bbox: 0.3820, d0.loss_cls: 0.3082, d0.loss_bbox: 0.5881 d1.loss_cls: 0.4690, d1.loss_bbox: 0.5249 d2.loss_cls: 0.5375, d2.loss_bbox: 0.4783 d3.loss_cls: 0.4430, d3.loss_bbox: 0.4134 d4.loss_cls: 0.3194, d4.loss_bbox: 0.3099, loss: 4.4340, grad_norm: 58.8017
2024-03-24 20:30:05,840 - my_logger - INFO - 2024-03-26 05:25:02,000 - mmdet - INFO - Epoch [14][3200/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2742, loss_bbox: 0.4438, d0.loss_cls: 0.4621, d0.loss_bbox: 0.3290 d1.loss_cls: 0.5261, d1.loss_bbox: 0.4006 d2.loss_cls: 0.5250, d2.loss_bbox: 0.3452 d3.loss_cls: 0.5744, d3.loss_bbox: 0.5991 d4.loss_cls: 0.4771, d4.loss_bbox: 0.5746, loss: 4.0075, grad_norm: 58.4124
2024-03-24 20:30:05,840 - my_logger - INFO - 2024-03-26 05:27:02,000 - mmdet - INFO - Epoch [14][3250/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3539, loss_bbox: 0.5012, d0.loss_cls: 0.4162, d0.loss_bbox: 0.5050 d1.loss_cls: 0.4375, d1.loss_bbox: 0.5045 d2.loss_cls: 0.4111, d2.loss_bbox: 0.3646 d3.loss_cls: 0.5939, d3.loss_bbox: 0.5097 d4.loss_cls: 0.4155, d4.loss_bbox: 0.4527, loss: 4.7922, grad_norm: 55.5343
2024-03-24 20:30:05,840 - my_logger - INFO - 2024-03-26 05:29:02,000 - mmdet - INFO - Epoch [14][3300/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3754, loss_bbox: 0.3266, d0.loss_cls: 0.4882, d0.loss_bbox: 0.5710 d1.loss_cls: 0.4692, d1.loss_bbox: 0.5657 d2.loss_cls: 0.5780, d2.loss_bbox: 0.4256 d3.loss_cls: 0.3070, d3.loss_bbox: 0.3651 d4.loss_cls: 0.4527, d4.loss_bbox: 0.3591, loss: 4.0807, grad_norm: 52.1876
2024-03-24 20:30:05,841 - my_logger - INFO - 2024-03-26 05:31:02,000 - mmdet - INFO - Epoch [14][3350/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5400, loss_bbox: 0.3671, d0.loss_cls: 0.4573, d0.loss_bbox: 0.5473 d1.loss_cls: 0.4177, d1.loss_bbox: 0.4886 d2.loss_cls: 0.4089, d2.loss_bbox: 0.5228 d3.loss_cls: 0.4989, d3.loss_bbox: 0.3318 d4.loss_cls: 0.4917, d4.loss_bbox: 0.3095, loss: 3.8422, grad_norm: 59.0815
2024-03-24 20:30:05,841 - my_logger - INFO - 2024-03-26 05:33:02,000 - mmdet - INFO - Epoch [14][3400/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3477, loss_bbox: 0.4925, d0.loss_cls: 0.3433, d0.loss_bbox: 0.3006 d1.loss_cls: 0.4896, d1.loss_bbox: 0.3077 d2.loss_cls: 0.3866, d2.loss_bbox: 0.3869 d3.loss_cls: 0.5367, d3.loss_bbox: 0.5607 d4.loss_cls: 0.3657, d4.loss_bbox: 0.5867, loss: 4.9577, grad_norm: 56.8348
2024-03-24 20:30:05,841 - my_logger - INFO - 2024-03-26 05:35:02,000 - mmdet - INFO - Epoch [14][3450/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4004, loss_bbox: 0.3390, d0.loss_cls: 0.5605, d0.loss_bbox: 0.5630 d1.loss_cls: 0.3505, d1.loss_bbox: 0.3846 d2.loss_cls: 0.3026, d2.loss_bbox: 0.5836 d3.loss_cls: 0.4542, d3.loss_bbox: 0.3653 d4.loss_cls: 0.3891, d4.loss_bbox: 0.3868, loss: 4.7905, grad_norm: 58.5390
2024-03-24 20:30:05,842 - my_logger - INFO - 2024-03-26 05:37:02,000 - mmdet - INFO - Epoch [14][3500/3517][Batch size: 50]	lr: 2.878e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2613, loss_bbox: 0.5827, d0.loss_cls: 0.4191, d0.loss_bbox: 0.5626 d1.loss_cls: 0.4226, d1.loss_bbox: 0.5717 d2.loss_cls: 0.5877, d2.loss_bbox: 0.3351 d3.loss_cls: 0.4932, d3.loss_bbox: 0.3927 d4.loss_cls: 0.3441, d4.loss_bbox: 0.4761, loss: 3.8804, grad_norm: 50.5174
2024-03-24 20:30:05,842 - my_logger - INFO - 2024-03-26 05:39:02,000 - mmdet - INFO - Epoch [15][0/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5858, loss_bbox: 0.3336, d0.loss_cls: 0.4333, d0.loss_bbox: 0.4691 d1.loss_cls: 0.3538, d1.loss_bbox: 0.3404 d2.loss_cls: 0.5073, d2.loss_bbox: 0.4290 d3.loss_cls: 0.4421, d3.loss_bbox: 0.3530 d4.loss_cls: 0.3929, d4.loss_bbox: 0.3669, loss: 3.6000, grad_norm: 51.3420
2024-03-24 20:30:05,843 - my_logger - INFO - 2024-03-26 05:41:02,000 - mmdet - INFO - Epoch [15][50/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5911, loss_bbox: 0.3134, d0.loss_cls: 0.5395, d0.loss_bbox: 0.3692 d1.loss_cls: 0.3511, d1.loss_bbox: 0.4612 d2.loss_cls: 0.5070, d2.loss_bbox: 0.3544 d3.loss_cls: 0.3002, d3.loss_bbox: 0.3310 d4.loss_cls: 0.3082, d4.loss_bbox: 0.5226, loss: 3.7566, grad_norm: 55.6648
2024-03-24 20:30:05,843 - my_logger - INFO - 2024-03-26 05:43:02,000 - mmdet - INFO - Epoch [15][100/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2951, loss_bbox: 0.5494, d0.loss_cls: 0.4662, d0.loss_bbox: 0.3229 d1.loss_cls: 0.3013, d1.loss_bbox: 0.4704 d2.loss_cls: 0.4310, d2.loss_bbox: 0.3737 d3.loss_cls: 0.5849, d3.loss_bbox: 0.4167 d4.loss_cls: 0.3286, d4.loss_bbox: 0.3599, loss: 3.9892, grad_norm: 53.1864
2024-03-24 20:30:05,844 - my_logger - INFO - 2024-03-26 05:45:02,000 - mmdet - INFO - Epoch [15][150/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4382, loss_bbox: 0.5511, d0.loss_cls: 0.3241, d0.loss_bbox: 0.5676 d1.loss_cls: 0.4756, d1.loss_bbox: 0.5923 d2.loss_cls: 0.5821, d2.loss_bbox: 0.3179 d3.loss_cls: 0.3310, d3.loss_bbox: 0.5746 d4.loss_cls: 0.3002, d4.loss_bbox: 0.3091, loss: 4.2761, grad_norm: 57.4670
2024-03-24 20:30:05,844 - my_logger - INFO - 2024-03-26 05:47:02,000 - mmdet - INFO - Epoch [15][200/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5745, loss_bbox: 0.3587, d0.loss_cls: 0.5459, d0.loss_bbox: 0.4077 d1.loss_cls: 0.4770, d1.loss_bbox: 0.5503 d2.loss_cls: 0.5526, d2.loss_bbox: 0.3160 d3.loss_cls: 0.3222, d3.loss_bbox: 0.5236 d4.loss_cls: 0.3450, d4.loss_bbox: 0.5708, loss: 4.6878, grad_norm: 59.9896
2024-03-24 20:30:05,845 - my_logger - INFO - 2024-03-26 05:49:02,000 - mmdet - INFO - Epoch [15][250/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2716, loss_bbox: 0.5452, d0.loss_cls: 0.5782, d0.loss_bbox: 0.4912 d1.loss_cls: 0.5404, d1.loss_bbox: 0.4847 d2.loss_cls: 0.5759, d2.loss_bbox: 0.3881 d3.loss_cls: 0.4014, d3.loss_bbox: 0.4538 d4.loss_cls: 0.5929, d4.loss_bbox: 0.5444, loss: 3.7883, grad_norm: 55.0413
2024-03-24 20:30:05,845 - my_logger - INFO - 2024-03-26 05:51:02,000 - mmdet - INFO - Epoch [15][300/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2569, loss_bbox: 0.4765, d0.loss_cls: 0.5575, d0.loss_bbox: 0.4157 d1.loss_cls: 0.5794, d1.loss_bbox: 0.5262 d2.loss_cls: 0.5621, d2.loss_bbox: 0.5136 d3.loss_cls: 0.5343, d3.loss_bbox: 0.3853 d4.loss_cls: 0.5338, d4.loss_bbox: 0.4297, loss: 4.9107, grad_norm: 50.5252
2024-03-24 20:30:05,846 - my_logger - INFO - 2024-03-26 05:53:02,000 - mmdet - INFO - Epoch [15][350/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5883, loss_bbox: 0.5146, d0.loss_cls: 0.5054, d0.loss_bbox: 0.5365 d1.loss_cls: 0.3346, d1.loss_bbox: 0.3005 d2.loss_cls: 0.4428, d2.loss_bbox: 0.5466 d3.loss_cls: 0.5460, d3.loss_bbox: 0.4911 d4.loss_cls: 0.3539, d4.loss_bbox: 0.5798, loss: 3.5388, grad_norm: 51.1810
2024-03-24 20:30:05,852 - my_logger - INFO - 2024-03-26 05:55:02,000 - mmdet - INFO - Epoch [15][400/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3701, loss_bbox: 0.5102, d0.loss_cls: 0.4854, d0.loss_bbox: 0.3082 d1.loss_cls: 0.5734, d1.loss_bbox: 0.4237 d2.loss_cls: 0.3860, d2.loss_bbox: 0.5763 d3.loss_cls: 0.4979, d3.loss_bbox: 0.5060 d4.loss_cls: 0.4930, d4.loss_bbox: 0.5080, loss: 4.7024, grad_norm: 50.4377
2024-03-24 20:30:05,852 - my_logger - INFO - 2024-03-26 05:57:02,000 - mmdet - INFO - Epoch [15][450/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5069, loss_bbox: 0.5032, d0.loss_cls: 0.5674, d0.loss_bbox: 0.4405 d1.loss_cls: 0.4073, d1.loss_bbox: 0.3933 d2.loss_cls: 0.3044, d2.loss_bbox: 0.3023 d3.loss_cls: 0.5679, d3.loss_bbox: 0.4948 d4.loss_cls: 0.5268, d4.loss_bbox: 0.3803, loss: 4.8891, grad_norm: 53.8068
2024-03-24 20:30:05,853 - my_logger - INFO - 2024-03-26 05:59:02,000 - mmdet - INFO - Epoch [15][500/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4268, loss_bbox: 0.5037, d0.loss_cls: 0.5945, d0.loss_bbox: 0.3644 d1.loss_cls: 0.3831, d1.loss_bbox: 0.5566 d2.loss_cls: 0.4799, d2.loss_bbox: 0.5673 d3.loss_cls: 0.4257, d3.loss_bbox: 0.5473 d4.loss_cls: 0.5404, d4.loss_bbox: 0.3275, loss: 4.8331, grad_norm: 52.6286
2024-03-24 20:30:05,853 - my_logger - INFO - 2024-03-26 06:01:02,000 - mmdet - INFO - Epoch [15][550/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3474, loss_bbox: 0.5375, d0.loss_cls: 0.4106, d0.loss_bbox: 0.4978 d1.loss_cls: 0.4778, d1.loss_bbox: 0.5591 d2.loss_cls: 0.3555, d2.loss_bbox: 0.5628 d3.loss_cls: 0.3695, d3.loss_bbox: 0.5016 d4.loss_cls: 0.5738, d4.loss_bbox: 0.4404, loss: 4.2681, grad_norm: 54.9883
2024-03-24 20:30:05,854 - my_logger - INFO - 2024-03-26 06:03:02,000 - mmdet - INFO - Epoch [15][600/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5075, loss_bbox: 0.5446, d0.loss_cls: 0.4188, d0.loss_bbox: 0.3676 d1.loss_cls: 0.4453, d1.loss_bbox: 0.3335 d2.loss_cls: 0.3842, d2.loss_bbox: 0.5362 d3.loss_cls: 0.4869, d3.loss_bbox: 0.3707 d4.loss_cls: 0.5423, d4.loss_bbox: 0.3968, loss: 4.0217, grad_norm: 52.6860
2024-03-24 20:30:05,854 - my_logger - INFO - 2024-03-26 06:05:02,000 - mmdet - INFO - Epoch [15][650/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3099, loss_bbox: 0.4169, d0.loss_cls: 0.3500, d0.loss_bbox: 0.5370 d1.loss_cls: 0.4118, d1.loss_bbox: 0.5253 d2.loss_cls: 0.5919, d2.loss_bbox: 0.3374 d3.loss_cls: 0.3421, d3.loss_bbox: 0.4282 d4.loss_cls: 0.5667, d4.loss_bbox: 0.3657, loss: 3.5324, grad_norm: 53.7574
2024-03-24 20:30:05,854 - my_logger - INFO - 2024-03-26 06:07:02,000 - mmdet - INFO - Epoch [15][700/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5825, loss_bbox: 0.3223, d0.loss_cls: 0.5637, d0.loss_bbox: 0.3829 d1.loss_cls: 0.4896, d1.loss_bbox: 0.4775 d2.loss_cls: 0.3236, d2.loss_bbox: 0.5400 d3.loss_cls: 0.4826, d3.loss_bbox: 0.3948 d4.loss_cls: 0.5014, d4.loss_bbox: 0.3349, loss: 4.5946, grad_norm: 50.3338
2024-03-24 20:30:05,855 - my_logger - INFO - 2024-03-26 06:09:02,000 - mmdet - INFO - Epoch [15][750/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2766, loss_bbox: 0.3100, d0.loss_cls: 0.5053, d0.loss_bbox: 0.3226 d1.loss_cls: 0.4325, d1.loss_bbox: 0.3470 d2.loss_cls: 0.4297, d2.loss_bbox: 0.4635 d3.loss_cls: 0.3510, d3.loss_bbox: 0.5174 d4.loss_cls: 0.5713, d4.loss_bbox: 0.4501, loss: 4.4509, grad_norm: 52.7687
2024-03-24 20:30:05,855 - my_logger - INFO - 2024-03-26 06:11:02,000 - mmdet - INFO - Epoch [15][800/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5088, loss_bbox: 0.5982, d0.loss_cls: 0.3501, d0.loss_bbox: 0.5744 d1.loss_cls: 0.5436, d1.loss_bbox: 0.5262 d2.loss_cls: 0.3199, d2.loss_bbox: 0.5758 d3.loss_cls: 0.4295, d3.loss_bbox: 0.4869 d4.loss_cls: 0.5225, d4.loss_bbox: 0.5542, loss: 3.6759, grad_norm: 50.4243
2024-03-24 20:30:05,856 - my_logger - INFO - 2024-03-26 06:13:02,000 - mmdet - INFO - Epoch [15][850/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2839, loss_bbox: 0.5715, d0.loss_cls: 0.4062, d0.loss_bbox: 0.4411 d1.loss_cls: 0.4603, d1.loss_bbox: 0.5140 d2.loss_cls: 0.4993, d2.loss_bbox: 0.3798 d3.loss_cls: 0.3436, d3.loss_bbox: 0.3926 d4.loss_cls: 0.5615, d4.loss_bbox: 0.5157, loss: 4.4846, grad_norm: 51.4599
2024-03-24 20:30:05,856 - my_logger - INFO - 2024-03-26 06:15:02,000 - mmdet - INFO - Epoch [15][900/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5847, loss_bbox: 0.5886, d0.loss_cls: 0.3063, d0.loss_bbox: 0.4094 d1.loss_cls: 0.3354, d1.loss_bbox: 0.4011 d2.loss_cls: 0.5685, d2.loss_bbox: 0.3963 d3.loss_cls: 0.3594, d3.loss_bbox: 0.4268 d4.loss_cls: 0.4983, d4.loss_bbox: 0.3484, loss: 3.8546, grad_norm: 51.9417
2024-03-24 20:30:05,856 - my_logger - INFO - 2024-03-26 06:17:02,000 - mmdet - INFO - Epoch [15][950/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2897, loss_bbox: 0.5661, d0.loss_cls: 0.3951, d0.loss_bbox: 0.3738 d1.loss_cls: 0.5848, d1.loss_bbox: 0.4321 d2.loss_cls: 0.4146, d2.loss_bbox: 0.4566 d3.loss_cls: 0.5603, d3.loss_bbox: 0.5408 d4.loss_cls: 0.5446, d4.loss_bbox: 0.3757, loss: 4.9354, grad_norm: 54.9130
2024-03-24 20:30:05,857 - my_logger - INFO - 2024-03-26 06:19:02,000 - mmdet - INFO - Epoch [15][1000/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4279, loss_bbox: 0.5049, d0.loss_cls: 0.4281, d0.loss_bbox: 0.3862 d1.loss_cls: 0.4244, d1.loss_bbox: 0.3957 d2.loss_cls: 0.3809, d2.loss_bbox: 0.5456 d3.loss_cls: 0.5855, d3.loss_bbox: 0.4722 d4.loss_cls: 0.5209, d4.loss_bbox: 0.3766, loss: 4.0404, grad_norm: 53.1273
2024-03-24 20:30:05,857 - my_logger - INFO - 2024-03-26 06:21:02,000 - mmdet - INFO - Epoch [15][1050/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4324, loss_bbox: 0.5160, d0.loss_cls: 0.3680, d0.loss_bbox: 0.3696 d1.loss_cls: 0.5676, d1.loss_bbox: 0.5989 d2.loss_cls: 0.3287, d2.loss_bbox: 0.3765 d3.loss_cls: 0.4028, d3.loss_bbox: 0.3151 d4.loss_cls: 0.3179, d4.loss_bbox: 0.4678, loss: 4.4100, grad_norm: 53.1700
2024-03-24 20:30:05,858 - my_logger - INFO - 2024-03-26 06:23:02,000 - mmdet - INFO - Epoch [15][1100/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5993, loss_bbox: 0.5220, d0.loss_cls: 0.3417, d0.loss_bbox: 0.4172 d1.loss_cls: 0.3408, d1.loss_bbox: 0.3720 d2.loss_cls: 0.3131, d2.loss_bbox: 0.3727 d3.loss_cls: 0.5973, d3.loss_bbox: 0.5997 d4.loss_cls: 0.5571, d4.loss_bbox: 0.5528, loss: 3.6309, grad_norm: 54.4840
2024-03-24 20:30:05,858 - my_logger - INFO - 2024-03-26 06:25:02,000 - mmdet - INFO - Epoch [15][1150/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5271, loss_bbox: 0.5634, d0.loss_cls: 0.4033, d0.loss_bbox: 0.5734 d1.loss_cls: 0.5292, d1.loss_bbox: 0.4153 d2.loss_cls: 0.3593, d2.loss_bbox: 0.3145 d3.loss_cls: 0.4499, d3.loss_bbox: 0.5356 d4.loss_cls: 0.5861, d4.loss_bbox: 0.3284, loss: 3.5710, grad_norm: 54.4492
2024-03-24 20:30:05,858 - my_logger - INFO - 2024-03-26 06:27:02,000 - mmdet - INFO - Epoch [15][1200/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4453, loss_bbox: 0.3793, d0.loss_cls: 0.5383, d0.loss_bbox: 0.4108 d1.loss_cls: 0.4674, d1.loss_bbox: 0.4360 d2.loss_cls: 0.4469, d2.loss_bbox: 0.3178 d3.loss_cls: 0.3734, d3.loss_bbox: 0.4600 d4.loss_cls: 0.5181, d4.loss_bbox: 0.4433, loss: 3.9148, grad_norm: 55.7426
2024-03-24 20:30:05,859 - my_logger - INFO - 2024-03-26 06:29:02,000 - mmdet - INFO - Epoch [15][1250/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5343, loss_bbox: 0.4499, d0.loss_cls: 0.3538, d0.loss_bbox: 0.4860 d1.loss_cls: 0.5249, d1.loss_bbox: 0.3207 d2.loss_cls: 0.5741, d2.loss_bbox: 0.5930 d3.loss_cls: 0.3044, d3.loss_bbox: 0.3625 d4.loss_cls: 0.3302, d4.loss_bbox: 0.3104, loss: 4.8290, grad_norm: 59.7877
2024-03-24 20:30:05,859 - my_logger - INFO - 2024-03-26 06:31:02,000 - mmdet - INFO - Epoch [15][1300/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5617, loss_bbox: 0.5404, d0.loss_cls: 0.4526, d0.loss_bbox: 0.4164 d1.loss_cls: 0.4739, d1.loss_bbox: 0.3393 d2.loss_cls: 0.3699, d2.loss_bbox: 0.5963 d3.loss_cls: 0.4989, d3.loss_bbox: 0.4089 d4.loss_cls: 0.3627, d4.loss_bbox: 0.5196, loss: 4.1435, grad_norm: 58.9677
2024-03-24 20:30:05,859 - my_logger - INFO - 2024-03-26 06:33:02,000 - mmdet - INFO - Epoch [15][1350/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3104, loss_bbox: 0.4759, d0.loss_cls: 0.5380, d0.loss_bbox: 0.4210 d1.loss_cls: 0.4515, d1.loss_bbox: 0.4709 d2.loss_cls: 0.4094, d2.loss_bbox: 0.5168 d3.loss_cls: 0.4261, d3.loss_bbox: 0.3101 d4.loss_cls: 0.3778, d4.loss_bbox: 0.4103, loss: 3.5004, grad_norm: 56.6236
2024-03-24 20:30:05,860 - my_logger - INFO - 2024-03-26 06:35:02,000 - mmdet - INFO - Epoch [15][1400/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5099, loss_bbox: 0.3095, d0.loss_cls: 0.5548, d0.loss_bbox: 0.5200 d1.loss_cls: 0.5970, d1.loss_bbox: 0.3364 d2.loss_cls: 0.4469, d2.loss_bbox: 0.3723 d3.loss_cls: 0.4709, d3.loss_bbox: 0.4323 d4.loss_cls: 0.5376, d4.loss_bbox: 0.4532, loss: 3.9702, grad_norm: 51.4237
2024-03-24 20:30:05,860 - my_logger - INFO - 2024-03-26 06:37:02,000 - mmdet - INFO - Epoch [15][1450/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4173, loss_bbox: 0.4760, d0.loss_cls: 0.3447, d0.loss_bbox: 0.4108 d1.loss_cls: 0.3089, d1.loss_bbox: 0.5774 d2.loss_cls: 0.5669, d2.loss_bbox: 0.4170 d3.loss_cls: 0.3987, d3.loss_bbox: 0.3959 d4.loss_cls: 0.4594, d4.loss_bbox: 0.4373, loss: 3.6324, grad_norm: 53.7383
2024-03-24 20:30:05,861 - my_logger - INFO - 2024-03-26 06:39:02,000 - mmdet - INFO - Epoch [15][1500/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3864, loss_bbox: 0.4072, d0.loss_cls: 0.4911, d0.loss_bbox: 0.4905 d1.loss_cls: 0.3099, d1.loss_bbox: 0.4782 d2.loss_cls: 0.4894, d2.loss_bbox: 0.5260 d3.loss_cls: 0.5463, d3.loss_bbox: 0.3111 d4.loss_cls: 0.5586, d4.loss_bbox: 0.5499, loss: 3.5957, grad_norm: 59.1334
2024-03-24 20:30:05,871 - my_logger - INFO - 2024-03-26 06:41:02,000 - mmdet - INFO - Epoch [15][1550/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3619, loss_bbox: 0.5826, d0.loss_cls: 0.3043, d0.loss_bbox: 0.3971 d1.loss_cls: 0.5108, d1.loss_bbox: 0.5024 d2.loss_cls: 0.3954, d2.loss_bbox: 0.5152 d3.loss_cls: 0.4355, d3.loss_bbox: 0.5869 d4.loss_cls: 0.3596, d4.loss_bbox: 0.5634, loss: 3.7585, grad_norm: 50.5115
2024-03-24 20:30:05,871 - my_logger - INFO - 2024-03-26 06:43:02,000 - mmdet - INFO - Epoch [15][1600/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4283, loss_bbox: 0.4674, d0.loss_cls: 0.5493, d0.loss_bbox: 0.4436 d1.loss_cls: 0.4658, d1.loss_bbox: 0.4569 d2.loss_cls: 0.4459, d2.loss_bbox: 0.4727 d3.loss_cls: 0.5215, d3.loss_bbox: 0.4080 d4.loss_cls: 0.4600, d4.loss_bbox: 0.3882, loss: 4.2046, grad_norm: 53.3408
2024-03-24 20:30:05,871 - my_logger - INFO - 2024-03-26 06:45:02,000 - mmdet - INFO - Epoch [15][1650/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5730, loss_bbox: 0.3317, d0.loss_cls: 0.5332, d0.loss_bbox: 0.5143 d1.loss_cls: 0.5289, d1.loss_bbox: 0.3834 d2.loss_cls: 0.5342, d2.loss_bbox: 0.3531 d3.loss_cls: 0.4788, d3.loss_bbox: 0.5598 d4.loss_cls: 0.3476, d4.loss_bbox: 0.5320, loss: 4.5268, grad_norm: 59.9618
2024-03-24 20:30:05,872 - my_logger - INFO - 2024-03-26 06:47:02,000 - mmdet - INFO - Epoch [15][1700/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4361, loss_bbox: 0.3010, d0.loss_cls: 0.4846, d0.loss_bbox: 0.4826 d1.loss_cls: 0.5479, d1.loss_bbox: 0.4393 d2.loss_cls: 0.5685, d2.loss_bbox: 0.5468 d3.loss_cls: 0.3448, d3.loss_bbox: 0.3668 d4.loss_cls: 0.3026, d4.loss_bbox: 0.4180, loss: 3.6031, grad_norm: 56.9638
2024-03-24 20:30:05,872 - my_logger - INFO - 2024-03-26 06:49:02,000 - mmdet - INFO - Epoch [15][1750/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5396, loss_bbox: 0.3147, d0.loss_cls: 0.5369, d0.loss_bbox: 0.5667 d1.loss_cls: 0.3723, d1.loss_bbox: 0.3629 d2.loss_cls: 0.3191, d2.loss_bbox: 0.4165 d3.loss_cls: 0.4807, d3.loss_bbox: 0.5857 d4.loss_cls: 0.3675, d4.loss_bbox: 0.3438, loss: 4.5314, grad_norm: 54.8002
2024-03-24 20:30:05,873 - my_logger - INFO - 2024-03-26 06:51:02,000 - mmdet - INFO - Epoch [15][1800/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5665, loss_bbox: 0.4053, d0.loss_cls: 0.3762, d0.loss_bbox: 0.3147 d1.loss_cls: 0.3360, d1.loss_bbox: 0.4550 d2.loss_cls: 0.3622, d2.loss_bbox: 0.4318 d3.loss_cls: 0.4195, d3.loss_bbox: 0.5865 d4.loss_cls: 0.3582, d4.loss_bbox: 0.4512, loss: 3.9934, grad_norm: 52.8169
2024-03-24 20:30:05,873 - my_logger - INFO - 2024-03-26 06:53:02,000 - mmdet - INFO - Epoch [15][1850/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4352, loss_bbox: 0.3503, d0.loss_cls: 0.5521, d0.loss_bbox: 0.4400 d1.loss_cls: 0.3065, d1.loss_bbox: 0.5868 d2.loss_cls: 0.3147, d2.loss_bbox: 0.3894 d3.loss_cls: 0.3155, d3.loss_bbox: 0.5717 d4.loss_cls: 0.5094, d4.loss_bbox: 0.3858, loss: 4.8220, grad_norm: 52.3578
2024-03-24 20:30:05,873 - my_logger - INFO - 2024-03-26 06:55:02,000 - mmdet - INFO - Epoch [15][1900/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5343, loss_bbox: 0.5026, d0.loss_cls: 0.5454, d0.loss_bbox: 0.3424 d1.loss_cls: 0.3300, d1.loss_bbox: 0.5947 d2.loss_cls: 0.5395, d2.loss_bbox: 0.4346 d3.loss_cls: 0.4130, d3.loss_bbox: 0.5702 d4.loss_cls: 0.3195, d4.loss_bbox: 0.4576, loss: 4.4799, grad_norm: 50.6794
2024-03-24 20:30:05,874 - my_logger - INFO - 2024-03-26 06:57:02,000 - mmdet - INFO - Epoch [15][1950/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4393, loss_bbox: 0.4833, d0.loss_cls: 0.5762, d0.loss_bbox: 0.4779 d1.loss_cls: 0.5612, d1.loss_bbox: 0.5201 d2.loss_cls: 0.3529, d2.loss_bbox: 0.4915 d3.loss_cls: 0.5962, d3.loss_bbox: 0.4766 d4.loss_cls: 0.3299, d4.loss_bbox: 0.3987, loss: 4.1238, grad_norm: 52.3996
2024-03-24 20:30:05,874 - my_logger - INFO - 2024-03-26 06:59:02,000 - mmdet - INFO - Epoch [15][2000/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4779, loss_bbox: 0.4253, d0.loss_cls: 0.5142, d0.loss_bbox: 0.3777 d1.loss_cls: 0.4601, d1.loss_bbox: 0.3378 d2.loss_cls: 0.3766, d2.loss_bbox: 0.5919 d3.loss_cls: 0.3708, d3.loss_bbox: 0.4500 d4.loss_cls: 0.5193, d4.loss_bbox: 0.5392, loss: 4.7311, grad_norm: 55.6293
2024-03-24 20:30:05,874 - my_logger - INFO - 2024-03-26 07:01:02,000 - mmdet - INFO - Epoch [15][2050/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4342, loss_bbox: 0.3915, d0.loss_cls: 0.5807, d0.loss_bbox: 0.3199 d1.loss_cls: 0.3734, d1.loss_bbox: 0.4469 d2.loss_cls: 0.5255, d2.loss_bbox: 0.4924 d3.loss_cls: 0.5240, d3.loss_bbox: 0.5366 d4.loss_cls: 0.5042, d4.loss_bbox: 0.5593, loss: 4.9732, grad_norm: 51.1372
2024-03-24 20:30:05,875 - my_logger - INFO - 2024-03-26 07:03:02,000 - mmdet - INFO - Epoch [15][2100/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2533, loss_bbox: 0.3019, d0.loss_cls: 0.5214, d0.loss_bbox: 0.4753 d1.loss_cls: 0.5292, d1.loss_bbox: 0.4138 d2.loss_cls: 0.3331, d2.loss_bbox: 0.3896 d3.loss_cls: 0.3868, d3.loss_bbox: 0.5509 d4.loss_cls: 0.4403, d4.loss_bbox: 0.4923, loss: 4.0986, grad_norm: 53.9438
2024-03-24 20:30:05,875 - my_logger - INFO - 2024-03-26 07:05:02,000 - mmdet - INFO - Epoch [15][2150/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4623, loss_bbox: 0.3209, d0.loss_cls: 0.5623, d0.loss_bbox: 0.4649 d1.loss_cls: 0.4537, d1.loss_bbox: 0.5333 d2.loss_cls: 0.4903, d2.loss_bbox: 0.3072 d3.loss_cls: 0.5209, d3.loss_bbox: 0.4446 d4.loss_cls: 0.5059, d4.loss_bbox: 0.4694, loss: 3.9585, grad_norm: 59.1067
2024-03-24 20:30:05,876 - my_logger - INFO - 2024-03-26 07:07:02,000 - mmdet - INFO - Epoch [15][2200/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4192, loss_bbox: 0.4581, d0.loss_cls: 0.5205, d0.loss_bbox: 0.5459 d1.loss_cls: 0.3250, d1.loss_bbox: 0.3858 d2.loss_cls: 0.3571, d2.loss_bbox: 0.3254 d3.loss_cls: 0.3021, d3.loss_bbox: 0.5243 d4.loss_cls: 0.5706, d4.loss_bbox: 0.4016, loss: 4.6075, grad_norm: 53.2123
2024-03-24 20:30:05,876 - my_logger - INFO - 2024-03-26 07:09:02,000 - mmdet - INFO - Epoch [15][2250/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3352, loss_bbox: 0.3247, d0.loss_cls: 0.5192, d0.loss_bbox: 0.4861 d1.loss_cls: 0.5744, d1.loss_bbox: 0.5832 d2.loss_cls: 0.5842, d2.loss_bbox: 0.5667 d3.loss_cls: 0.3190, d3.loss_bbox: 0.3519 d4.loss_cls: 0.4974, d4.loss_bbox: 0.5021, loss: 4.0841, grad_norm: 56.1469
2024-03-24 20:30:05,876 - my_logger - INFO - 2024-03-26 07:11:02,000 - mmdet - INFO - Epoch [15][2300/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5762, loss_bbox: 0.3393, d0.loss_cls: 0.3986, d0.loss_bbox: 0.4136 d1.loss_cls: 0.4760, d1.loss_bbox: 0.5351 d2.loss_cls: 0.3096, d2.loss_bbox: 0.3191 d3.loss_cls: 0.4617, d3.loss_bbox: 0.4608 d4.loss_cls: 0.5302, d4.loss_bbox: 0.4429, loss: 3.5728, grad_norm: 56.0160
2024-03-24 20:30:05,877 - my_logger - INFO - 2024-03-26 07:13:02,000 - mmdet - INFO - Epoch [15][2350/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3623, loss_bbox: 0.4505, d0.loss_cls: 0.4884, d0.loss_bbox: 0.5292 d1.loss_cls: 0.4724, d1.loss_bbox: 0.4752 d2.loss_cls: 0.3319, d2.loss_bbox: 0.3303 d3.loss_cls: 0.3850, d3.loss_bbox: 0.5638 d4.loss_cls: 0.5091, d4.loss_bbox: 0.3611, loss: 4.8745, grad_norm: 58.1350
2024-03-24 20:30:05,878 - my_logger - INFO - 2024-03-26 07:15:02,000 - mmdet - INFO - Epoch [15][2400/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3221, loss_bbox: 0.3784, d0.loss_cls: 0.4207, d0.loss_bbox: 0.5286 d1.loss_cls: 0.4766, d1.loss_bbox: 0.5133 d2.loss_cls: 0.3883, d2.loss_bbox: 0.5445 d3.loss_cls: 0.4041, d3.loss_bbox: 0.4562 d4.loss_cls: 0.5680, d4.loss_bbox: 0.3660, loss: 4.9834, grad_norm: 53.8675
2024-03-24 20:30:05,878 - my_logger - INFO - 2024-03-26 07:17:02,000 - mmdet - INFO - Epoch [15][2450/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4799, loss_bbox: 0.3142, d0.loss_cls: 0.3611, d0.loss_bbox: 0.4661 d1.loss_cls: 0.4616, d1.loss_bbox: 0.5479 d2.loss_cls: 0.3922, d2.loss_bbox: 0.4522 d3.loss_cls: 0.5074, d3.loss_bbox: 0.4051 d4.loss_cls: 0.4882, d4.loss_bbox: 0.4805, loss: 4.8854, grad_norm: 50.5384
2024-03-24 20:30:05,879 - my_logger - INFO - 2024-03-26 07:19:02,000 - mmdet - INFO - Epoch [15][2500/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2902, loss_bbox: 0.3049, d0.loss_cls: 0.5465, d0.loss_bbox: 0.4315 d1.loss_cls: 0.3847, d1.loss_bbox: 0.4880 d2.loss_cls: 0.3742, d2.loss_bbox: 0.4062 d3.loss_cls: 0.4809, d3.loss_bbox: 0.4260 d4.loss_cls: 0.5422, d4.loss_bbox: 0.3737, loss: 3.9075, grad_norm: 59.5036
2024-03-24 20:30:05,879 - my_logger - INFO - 2024-03-26 07:21:02,000 - mmdet - INFO - Epoch [15][2550/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2783, loss_bbox: 0.4439, d0.loss_cls: 0.4719, d0.loss_bbox: 0.4564 d1.loss_cls: 0.5296, d1.loss_bbox: 0.4731 d2.loss_cls: 0.5186, d2.loss_bbox: 0.5398 d3.loss_cls: 0.5134, d3.loss_bbox: 0.5794 d4.loss_cls: 0.4217, d4.loss_bbox: 0.4542, loss: 4.5422, grad_norm: 59.4344
2024-03-24 20:30:05,879 - my_logger - INFO - 2024-03-26 07:23:02,000 - mmdet - INFO - Epoch [15][2600/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4375, loss_bbox: 0.4552, d0.loss_cls: 0.4173, d0.loss_bbox: 0.3139 d1.loss_cls: 0.3983, d1.loss_bbox: 0.3343 d2.loss_cls: 0.3562, d2.loss_bbox: 0.5724 d3.loss_cls: 0.3727, d3.loss_bbox: 0.3773 d4.loss_cls: 0.5118, d4.loss_bbox: 0.4274, loss: 4.8855, grad_norm: 52.9964
2024-03-24 20:30:05,880 - my_logger - INFO - 2024-03-26 07:25:02,000 - mmdet - INFO - Epoch [15][2650/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2976, loss_bbox: 0.3377, d0.loss_cls: 0.5881, d0.loss_bbox: 0.4122 d1.loss_cls: 0.4979, d1.loss_bbox: 0.5722 d2.loss_cls: 0.3188, d2.loss_bbox: 0.4897 d3.loss_cls: 0.3580, d3.loss_bbox: 0.5938 d4.loss_cls: 0.4944, d4.loss_bbox: 0.3521, loss: 3.6811, grad_norm: 59.2220
2024-03-24 20:30:05,880 - my_logger - INFO - 2024-03-26 07:27:02,000 - mmdet - INFO - Epoch [15][2700/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4643, loss_bbox: 0.3114, d0.loss_cls: 0.5335, d0.loss_bbox: 0.5969 d1.loss_cls: 0.5507, d1.loss_bbox: 0.3306 d2.loss_cls: 0.3257, d2.loss_bbox: 0.3209 d3.loss_cls: 0.3015, d3.loss_bbox: 0.5633 d4.loss_cls: 0.5145, d4.loss_bbox: 0.5846, loss: 4.3728, grad_norm: 55.4957
2024-03-24 20:30:05,880 - my_logger - INFO - 2024-03-26 07:29:02,000 - mmdet - INFO - Epoch [15][2750/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2982, loss_bbox: 0.5032, d0.loss_cls: 0.3340, d0.loss_bbox: 0.5206 d1.loss_cls: 0.4105, d1.loss_bbox: 0.3856 d2.loss_cls: 0.3308, d2.loss_bbox: 0.4104 d3.loss_cls: 0.5675, d3.loss_bbox: 0.4908 d4.loss_cls: 0.4146, d4.loss_bbox: 0.5163, loss: 4.2191, grad_norm: 55.7235
2024-03-24 20:30:05,881 - my_logger - INFO - 2024-03-26 07:31:02,000 - mmdet - INFO - Epoch [15][2800/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5773, loss_bbox: 0.4388, d0.loss_cls: 0.4277, d0.loss_bbox: 0.3385 d1.loss_cls: 0.3784, d1.loss_bbox: 0.5364 d2.loss_cls: 0.5834, d2.loss_bbox: 0.4601 d3.loss_cls: 0.4004, d3.loss_bbox: 0.4818 d4.loss_cls: 0.4189, d4.loss_bbox: 0.3391, loss: 4.1964, grad_norm: 56.8693
2024-03-24 20:30:05,881 - my_logger - INFO - 2024-03-26 07:33:02,000 - mmdet - INFO - Epoch [15][2850/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4789, loss_bbox: 0.5104, d0.loss_cls: 0.3241, d0.loss_bbox: 0.3030 d1.loss_cls: 0.4873, d1.loss_bbox: 0.3283 d2.loss_cls: 0.5120, d2.loss_bbox: 0.5017 d3.loss_cls: 0.4684, d3.loss_bbox: 0.4840 d4.loss_cls: 0.3491, d4.loss_bbox: 0.5384, loss: 3.9847, grad_norm: 51.3169
2024-03-24 20:30:05,881 - my_logger - INFO - 2024-03-26 07:35:02,000 - mmdet - INFO - Epoch [15][2900/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5158, loss_bbox: 0.3757, d0.loss_cls: 0.5399, d0.loss_bbox: 0.3260 d1.loss_cls: 0.4125, d1.loss_bbox: 0.5445 d2.loss_cls: 0.5022, d2.loss_bbox: 0.4312 d3.loss_cls: 0.4966, d3.loss_bbox: 0.5025 d4.loss_cls: 0.4840, d4.loss_bbox: 0.3169, loss: 4.0994, grad_norm: 58.1060
2024-03-24 20:30:05,882 - my_logger - INFO - 2024-03-26 07:37:02,000 - mmdet - INFO - Epoch [15][2950/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3180, loss_bbox: 0.4476, d0.loss_cls: 0.3201, d0.loss_bbox: 0.4835 d1.loss_cls: 0.4970, d1.loss_bbox: 0.3948 d2.loss_cls: 0.4359, d2.loss_bbox: 0.5736 d3.loss_cls: 0.5105, d3.loss_bbox: 0.3001 d4.loss_cls: 0.3167, d4.loss_bbox: 0.3922, loss: 4.6719, grad_norm: 54.0111
2024-03-24 20:30:05,882 - my_logger - INFO - 2024-03-26 07:39:02,000 - mmdet - INFO - Epoch [15][3000/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5361, loss_bbox: 0.5178, d0.loss_cls: 0.5810, d0.loss_bbox: 0.5465 d1.loss_cls: 0.4425, d1.loss_bbox: 0.5230 d2.loss_cls: 0.4138, d2.loss_bbox: 0.4323 d3.loss_cls: 0.3158, d3.loss_bbox: 0.5303 d4.loss_cls: 0.5757, d4.loss_bbox: 0.4977, loss: 3.6060, grad_norm: 55.3729
2024-03-24 20:30:05,883 - my_logger - INFO - 2024-03-26 07:41:02,000 - mmdet - INFO - Epoch [15][3050/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5187, loss_bbox: 0.4990, d0.loss_cls: 0.5872, d0.loss_bbox: 0.3002 d1.loss_cls: 0.3848, d1.loss_bbox: 0.3526 d2.loss_cls: 0.3386, d2.loss_bbox: 0.5397 d3.loss_cls: 0.4315, d3.loss_bbox: 0.5615 d4.loss_cls: 0.3332, d4.loss_bbox: 0.3789, loss: 4.4792, grad_norm: 52.0433
2024-03-24 20:30:05,883 - my_logger - INFO - 2024-03-26 07:43:02,000 - mmdet - INFO - Epoch [15][3100/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4115, loss_bbox: 0.5245, d0.loss_cls: 0.3856, d0.loss_bbox: 0.5324 d1.loss_cls: 0.5360, d1.loss_bbox: 0.4628 d2.loss_cls: 0.4711, d2.loss_bbox: 0.5200 d3.loss_cls: 0.3468, d3.loss_bbox: 0.5461 d4.loss_cls: 0.5932, d4.loss_bbox: 0.3984, loss: 4.8486, grad_norm: 57.3395
2024-03-24 20:30:05,883 - my_logger - INFO - 2024-03-26 07:45:02,000 - mmdet - INFO - Epoch [15][3150/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4975, loss_bbox: 0.3535, d0.loss_cls: 0.4446, d0.loss_bbox: 0.3207 d1.loss_cls: 0.5657, d1.loss_bbox: 0.5504 d2.loss_cls: 0.3492, d2.loss_bbox: 0.4900 d3.loss_cls: 0.4331, d3.loss_bbox: 0.3104 d4.loss_cls: 0.3311, d4.loss_bbox: 0.4852, loss: 3.6327, grad_norm: 53.9740
2024-03-24 20:30:05,884 - my_logger - INFO - 2024-03-26 07:47:02,000 - mmdet - INFO - Epoch [15][3200/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4823, loss_bbox: 0.3786, d0.loss_cls: 0.3186, d0.loss_bbox: 0.4313 d1.loss_cls: 0.5291, d1.loss_bbox: 0.5563 d2.loss_cls: 0.3977, d2.loss_bbox: 0.5293 d3.loss_cls: 0.3679, d3.loss_bbox: 0.3062 d4.loss_cls: 0.4199, d4.loss_bbox: 0.4857, loss: 4.0255, grad_norm: 55.2305
2024-03-24 20:30:05,884 - my_logger - INFO - 2024-03-26 07:49:02,000 - mmdet - INFO - Epoch [15][3250/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4732, loss_bbox: 0.3131, d0.loss_cls: 0.4499, d0.loss_bbox: 0.3045 d1.loss_cls: 0.3737, d1.loss_bbox: 0.4208 d2.loss_cls: 0.3720, d2.loss_bbox: 0.4277 d3.loss_cls: 0.4792, d3.loss_bbox: 0.3487 d4.loss_cls: 0.3251, d4.loss_bbox: 0.3822, loss: 3.6766, grad_norm: 54.4255
2024-03-24 20:30:05,884 - my_logger - INFO - 2024-03-26 07:51:02,000 - mmdet - INFO - Epoch [15][3300/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4151, loss_bbox: 0.3202, d0.loss_cls: 0.4089, d0.loss_bbox: 0.3675 d1.loss_cls: 0.5993, d1.loss_bbox: 0.4069 d2.loss_cls: 0.3609, d2.loss_bbox: 0.3254 d3.loss_cls: 0.5767, d3.loss_bbox: 0.5089 d4.loss_cls: 0.4013, d4.loss_bbox: 0.5124, loss: 3.8353, grad_norm: 51.8862
2024-03-24 20:30:05,885 - my_logger - INFO - 2024-03-26 07:53:02,000 - mmdet - INFO - Epoch [15][3350/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2559, loss_bbox: 0.5741, d0.loss_cls: 0.3953, d0.loss_bbox: 0.3513 d1.loss_cls: 0.3248, d1.loss_bbox: 0.4544 d2.loss_cls: 0.4273, d2.loss_bbox: 0.5118 d3.loss_cls: 0.4280, d3.loss_bbox: 0.3069 d4.loss_cls: 0.4756, d4.loss_bbox: 0.3390, loss: 3.8171, grad_norm: 50.9638
2024-03-24 20:30:05,885 - my_logger - INFO - 2024-03-26 07:55:02,000 - mmdet - INFO - Epoch [15][3400/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4474, loss_bbox: 0.5657, d0.loss_cls: 0.3179, d0.loss_bbox: 0.3462 d1.loss_cls: 0.4180, d1.loss_bbox: 0.4751 d2.loss_cls: 0.3512, d2.loss_bbox: 0.4297 d3.loss_cls: 0.5880, d3.loss_bbox: 0.5557 d4.loss_cls: 0.4966, d4.loss_bbox: 0.3503, loss: 4.7420, grad_norm: 50.5455
2024-03-24 20:30:05,885 - my_logger - INFO - 2024-03-26 07:57:02,000 - mmdet - INFO - Epoch [15][3450/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3615, loss_bbox: 0.4691, d0.loss_cls: 0.5715, d0.loss_bbox: 0.4984 d1.loss_cls: 0.5285, d1.loss_bbox: 0.3233 d2.loss_cls: 0.4195, d2.loss_bbox: 0.5111 d3.loss_cls: 0.4832, d3.loss_bbox: 0.3410 d4.loss_cls: 0.4521, d4.loss_bbox: 0.5286, loss: 3.5881, grad_norm: 59.0626
2024-03-24 20:30:05,886 - my_logger - INFO - 2024-03-26 07:59:02,000 - mmdet - INFO - Epoch [15][3500/3517][Batch size: 50]	lr: 2.734e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5486, loss_bbox: 0.5455, d0.loss_cls: 0.3890, d0.loss_bbox: 0.5007 d1.loss_cls: 0.5094, d1.loss_bbox: 0.3784 d2.loss_cls: 0.5031, d2.loss_bbox: 0.3355 d3.loss_cls: 0.3665, d3.loss_bbox: 0.5569 d4.loss_cls: 0.3917, d4.loss_bbox: 0.4900, loss: 4.3461, grad_norm: 51.3070
2024-03-24 20:30:05,886 - my_logger - INFO - Saving checkpoint at 15 epochs
2024-03-24 20:30:05,886 - my_logger - INFO - Metric NDS: 52.7023
2024-03-24 20:30:05,886 - my_logger - INFO - Metric mAP: 34.4851
2024-03-24 20:30:05,887 - my_logger - INFO - Metric mATE: 0.7580
2024-03-24 20:30:05,887 - my_logger - INFO - Metric mASE: 0.3893
2024-03-24 20:30:05,887 - my_logger - INFO - Metric mAOE: 0.4643
2024-03-24 20:30:05,887 - my_logger - INFO - Metric mAVE: 0.3947
2024-03-24 20:30:05,887 - my_logger - INFO - Metric mAAE: 0.2486
2024-03-24 20:30:05,887 - my_logger - INFO - 2024-03-26 08:01:02,000 - mmdet - INFO - Epoch [16][0/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4406, loss_bbox: 0.4146, d0.loss_cls: 0.5250, d0.loss_bbox: 0.5558 d1.loss_cls: 0.4331, d1.loss_bbox: 0.3588 d2.loss_cls: 0.5516, d2.loss_bbox: 0.5547 d3.loss_cls: 0.3291, d3.loss_bbox: 0.3040 d4.loss_cls: 0.3703, d4.loss_bbox: 0.4522, loss: 4.3045, grad_norm: 54.8021
2024-03-24 20:30:05,888 - my_logger - INFO - 2024-03-26 08:03:02,000 - mmdet - INFO - Epoch [16][50/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2907, loss_bbox: 0.3439, d0.loss_cls: 0.5725, d0.loss_bbox: 0.4863 d1.loss_cls: 0.5326, d1.loss_bbox: 0.4612 d2.loss_cls: 0.3097, d2.loss_bbox: 0.5275 d3.loss_cls: 0.4844, d3.loss_bbox: 0.3993 d4.loss_cls: 0.3343, d4.loss_bbox: 0.4058, loss: 4.1449, grad_norm: 57.0328
2024-03-24 20:30:05,888 - my_logger - INFO - 2024-03-26 08:05:02,000 - mmdet - INFO - Epoch [16][100/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2698, loss_bbox: 0.3541, d0.loss_cls: 0.3160, d0.loss_bbox: 0.3763 d1.loss_cls: 0.4599, d1.loss_bbox: 0.4274 d2.loss_cls: 0.5567, d2.loss_bbox: 0.3005 d3.loss_cls: 0.4081, d3.loss_bbox: 0.5771 d4.loss_cls: 0.4091, d4.loss_bbox: 0.5514, loss: 4.7025, grad_norm: 56.8594
2024-03-24 20:30:05,888 - my_logger - INFO - 2024-03-26 08:07:02,000 - mmdet - INFO - Epoch [16][150/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3089, loss_bbox: 0.3626, d0.loss_cls: 0.3764, d0.loss_bbox: 0.3108 d1.loss_cls: 0.5123, d1.loss_bbox: 0.4701 d2.loss_cls: 0.4171, d2.loss_bbox: 0.4592 d3.loss_cls: 0.3217, d3.loss_bbox: 0.5573 d4.loss_cls: 0.4232, d4.loss_bbox: 0.4007, loss: 3.9935, grad_norm: 59.1611
2024-03-24 20:30:05,889 - my_logger - INFO - 2024-03-26 08:09:02,000 - mmdet - INFO - Epoch [16][200/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2551, loss_bbox: 0.3254, d0.loss_cls: 0.4729, d0.loss_bbox: 0.5977 d1.loss_cls: 0.5625, d1.loss_bbox: 0.5584 d2.loss_cls: 0.3469, d2.loss_bbox: 0.3864 d3.loss_cls: 0.4474, d3.loss_bbox: 0.5404 d4.loss_cls: 0.3560, d4.loss_bbox: 0.4536, loss: 4.3284, grad_norm: 53.2328
2024-03-24 20:30:05,889 - my_logger - INFO - 2024-03-26 08:11:02,000 - mmdet - INFO - Epoch [16][250/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3852, loss_bbox: 0.5338, d0.loss_cls: 0.5973, d0.loss_bbox: 0.5766 d1.loss_cls: 0.5540, d1.loss_bbox: 0.3745 d2.loss_cls: 0.4434, d2.loss_bbox: 0.3015 d3.loss_cls: 0.3462, d3.loss_bbox: 0.4754 d4.loss_cls: 0.4925, d4.loss_bbox: 0.5148, loss: 4.0450, grad_norm: 55.5872
2024-03-24 20:30:05,890 - my_logger - INFO - 2024-03-26 08:13:02,000 - mmdet - INFO - Epoch [16][300/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3171, loss_bbox: 0.4214, d0.loss_cls: 0.5825, d0.loss_bbox: 0.4504 d1.loss_cls: 0.5034, d1.loss_bbox: 0.4544 d2.loss_cls: 0.3347, d2.loss_bbox: 0.4943 d3.loss_cls: 0.4212, d3.loss_bbox: 0.4171 d4.loss_cls: 0.5764, d4.loss_bbox: 0.5342, loss: 4.6076, grad_norm: 52.8467
2024-03-24 20:30:05,890 - my_logger - INFO - 2024-03-26 08:15:02,000 - mmdet - INFO - Epoch [16][350/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4103, loss_bbox: 0.3623, d0.loss_cls: 0.4699, d0.loss_bbox: 0.5816 d1.loss_cls: 0.4416, d1.loss_bbox: 0.5780 d2.loss_cls: 0.5046, d2.loss_bbox: 0.4677 d3.loss_cls: 0.4582, d3.loss_bbox: 0.5849 d4.loss_cls: 0.5074, d4.loss_bbox: 0.3698, loss: 4.4287, grad_norm: 59.6778
2024-03-24 20:30:05,890 - my_logger - INFO - 2024-03-26 08:17:02,000 - mmdet - INFO - Epoch [16][400/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4703, loss_bbox: 0.5415, d0.loss_cls: 0.3245, d0.loss_bbox: 0.5814 d1.loss_cls: 0.4375, d1.loss_bbox: 0.5021 d2.loss_cls: 0.3866, d2.loss_bbox: 0.3453 d3.loss_cls: 0.4367, d3.loss_bbox: 0.4450 d4.loss_cls: 0.5731, d4.loss_bbox: 0.5505, loss: 4.3111, grad_norm: 51.4469
2024-03-24 20:30:05,891 - my_logger - INFO - 2024-03-26 08:19:02,000 - mmdet - INFO - Epoch [16][450/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4214, loss_bbox: 0.5947, d0.loss_cls: 0.5152, d0.loss_bbox: 0.5523 d1.loss_cls: 0.3728, d1.loss_bbox: 0.3514 d2.loss_cls: 0.5560, d2.loss_bbox: 0.4975 d3.loss_cls: 0.3939, d3.loss_bbox: 0.5280 d4.loss_cls: 0.3413, d4.loss_bbox: 0.3909, loss: 3.5551, grad_norm: 57.0311
2024-03-24 20:30:05,891 - my_logger - INFO - 2024-03-26 08:21:02,000 - mmdet - INFO - Epoch [16][500/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5194, loss_bbox: 0.5749, d0.loss_cls: 0.3550, d0.loss_bbox: 0.5840 d1.loss_cls: 0.3533, d1.loss_bbox: 0.3305 d2.loss_cls: 0.3475, d2.loss_bbox: 0.4187 d3.loss_cls: 0.5669, d3.loss_bbox: 0.4203 d4.loss_cls: 0.3933, d4.loss_bbox: 0.5957, loss: 4.8538, grad_norm: 56.4639
2024-03-24 20:30:05,891 - my_logger - INFO - 2024-03-26 08:23:02,000 - mmdet - INFO - Epoch [16][550/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4576, loss_bbox: 0.3267, d0.loss_cls: 0.5183, d0.loss_bbox: 0.4316 d1.loss_cls: 0.4129, d1.loss_bbox: 0.4471 d2.loss_cls: 0.4235, d2.loss_bbox: 0.4965 d3.loss_cls: 0.5777, d3.loss_bbox: 0.4464 d4.loss_cls: 0.4299, d4.loss_bbox: 0.3235, loss: 3.5029, grad_norm: 50.5006
2024-03-24 20:30:05,892 - my_logger - INFO - 2024-03-26 08:25:02,000 - mmdet - INFO - Epoch [16][600/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2672, loss_bbox: 0.3908, d0.loss_cls: 0.4759, d0.loss_bbox: 0.3901 d1.loss_cls: 0.5645, d1.loss_bbox: 0.3297 d2.loss_cls: 0.4104, d2.loss_bbox: 0.3606 d3.loss_cls: 0.3579, d3.loss_bbox: 0.5466 d4.loss_cls: 0.3541, d4.loss_bbox: 0.5834, loss: 4.5968, grad_norm: 52.5860
2024-03-24 20:30:05,892 - my_logger - INFO - 2024-03-26 08:27:02,000 - mmdet - INFO - Epoch [16][650/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4372, loss_bbox: 0.3340, d0.loss_cls: 0.4788, d0.loss_bbox: 0.5533 d1.loss_cls: 0.5561, d1.loss_bbox: 0.4432 d2.loss_cls: 0.5215, d2.loss_bbox: 0.5729 d3.loss_cls: 0.4616, d3.loss_bbox: 0.4266 d4.loss_cls: 0.3847, d4.loss_bbox: 0.3783, loss: 4.6901, grad_norm: 51.0460
2024-03-24 20:30:05,893 - my_logger - INFO - 2024-03-26 08:29:02,000 - mmdet - INFO - Epoch [16][700/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5947, loss_bbox: 0.4868, d0.loss_cls: 0.5952, d0.loss_bbox: 0.3833 d1.loss_cls: 0.3942, d1.loss_bbox: 0.4814 d2.loss_cls: 0.4351, d2.loss_bbox: 0.5365 d3.loss_cls: 0.4846, d3.loss_bbox: 0.3185 d4.loss_cls: 0.3838, d4.loss_bbox: 0.5222, loss: 4.9886, grad_norm: 54.8296
2024-03-24 20:30:05,900 - my_logger - INFO - 2024-03-26 08:31:02,000 - mmdet - INFO - Epoch [16][750/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5868, loss_bbox: 0.4123, d0.loss_cls: 0.3423, d0.loss_bbox: 0.3634 d1.loss_cls: 0.3774, d1.loss_bbox: 0.3598 d2.loss_cls: 0.5277, d2.loss_bbox: 0.3162 d3.loss_cls: 0.3338, d3.loss_bbox: 0.3817 d4.loss_cls: 0.3478, d4.loss_bbox: 0.5431, loss: 4.5363, grad_norm: 53.4169
2024-03-24 20:30:05,900 - my_logger - INFO - 2024-03-26 08:33:02,000 - mmdet - INFO - Epoch [16][800/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5396, loss_bbox: 0.5138, d0.loss_cls: 0.3191, d0.loss_bbox: 0.5833 d1.loss_cls: 0.4922, d1.loss_bbox: 0.3359 d2.loss_cls: 0.4273, d2.loss_bbox: 0.4318 d3.loss_cls: 0.3045, d3.loss_bbox: 0.3442 d4.loss_cls: 0.5457, d4.loss_bbox: 0.4202, loss: 4.9300, grad_norm: 58.7553
2024-03-24 20:30:05,901 - my_logger - INFO - 2024-03-26 08:35:02,000 - mmdet - INFO - Epoch [16][850/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2515, loss_bbox: 0.3998, d0.loss_cls: 0.5225, d0.loss_bbox: 0.5529 d1.loss_cls: 0.4299, d1.loss_bbox: 0.5210 d2.loss_cls: 0.4677, d2.loss_bbox: 0.3315 d3.loss_cls: 0.3924, d3.loss_bbox: 0.3573 d4.loss_cls: 0.4214, d4.loss_bbox: 0.5372, loss: 3.8587, grad_norm: 57.5020
2024-03-24 20:30:05,901 - my_logger - INFO - 2024-03-26 08:37:02,000 - mmdet - INFO - Epoch [16][900/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2947, loss_bbox: 0.3660, d0.loss_cls: 0.3031, d0.loss_bbox: 0.4222 d1.loss_cls: 0.5242, d1.loss_bbox: 0.5319 d2.loss_cls: 0.3863, d2.loss_bbox: 0.5464 d3.loss_cls: 0.5679, d3.loss_bbox: 0.4876 d4.loss_cls: 0.3154, d4.loss_bbox: 0.4809, loss: 4.2417, grad_norm: 54.8250
2024-03-24 20:30:05,901 - my_logger - INFO - 2024-03-26 08:39:02,000 - mmdet - INFO - Epoch [16][950/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5299, loss_bbox: 0.4432, d0.loss_cls: 0.3131, d0.loss_bbox: 0.4763 d1.loss_cls: 0.3834, d1.loss_bbox: 0.3350 d2.loss_cls: 0.5061, d2.loss_bbox: 0.4219 d3.loss_cls: 0.5047, d3.loss_bbox: 0.3446 d4.loss_cls: 0.4077, d4.loss_bbox: 0.3762, loss: 3.6002, grad_norm: 57.0374
2024-03-24 20:30:05,902 - my_logger - INFO - 2024-03-26 08:41:02,000 - mmdet - INFO - Epoch [16][1000/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4099, loss_bbox: 0.4447, d0.loss_cls: 0.4538, d0.loss_bbox: 0.4727 d1.loss_cls: 0.3334, d1.loss_bbox: 0.5337 d2.loss_cls: 0.5158, d2.loss_bbox: 0.3996 d3.loss_cls: 0.3602, d3.loss_bbox: 0.3506 d4.loss_cls: 0.5485, d4.loss_bbox: 0.5761, loss: 4.6323, grad_norm: 56.4494
2024-03-24 20:30:05,902 - my_logger - INFO - 2024-03-26 08:43:02,000 - mmdet - INFO - Epoch [16][1050/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3391, loss_bbox: 0.4398, d0.loss_cls: 0.4223, d0.loss_bbox: 0.3008 d1.loss_cls: 0.3187, d1.loss_bbox: 0.5569 d2.loss_cls: 0.5884, d2.loss_bbox: 0.3246 d3.loss_cls: 0.3872, d3.loss_bbox: 0.4079 d4.loss_cls: 0.3968, d4.loss_bbox: 0.4030, loss: 4.4668, grad_norm: 54.4880
2024-03-24 20:30:05,902 - my_logger - INFO - 2024-03-26 08:45:02,000 - mmdet - INFO - Epoch [16][1100/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4995, loss_bbox: 0.4065, d0.loss_cls: 0.3360, d0.loss_bbox: 0.3854 d1.loss_cls: 0.5543, d1.loss_bbox: 0.5947 d2.loss_cls: 0.5028, d2.loss_bbox: 0.4675 d3.loss_cls: 0.3988, d3.loss_bbox: 0.5664 d4.loss_cls: 0.3490, d4.loss_bbox: 0.5431, loss: 3.7720, grad_norm: 57.4944
2024-03-24 20:30:05,903 - my_logger - INFO - 2024-03-26 08:47:02,000 - mmdet - INFO - Epoch [16][1150/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5443, loss_bbox: 0.3765, d0.loss_cls: 0.3481, d0.loss_bbox: 0.5421 d1.loss_cls: 0.5124, d1.loss_bbox: 0.5668 d2.loss_cls: 0.3980, d2.loss_bbox: 0.5455 d3.loss_cls: 0.3199, d3.loss_bbox: 0.5123 d4.loss_cls: 0.4434, d4.loss_bbox: 0.5810, loss: 4.7560, grad_norm: 54.8040
2024-03-24 20:30:05,903 - my_logger - INFO - 2024-03-26 08:49:02,000 - mmdet - INFO - Epoch [16][1200/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5242, loss_bbox: 0.4385, d0.loss_cls: 0.4179, d0.loss_bbox: 0.3750 d1.loss_cls: 0.4949, d1.loss_bbox: 0.4230 d2.loss_cls: 0.5500, d2.loss_bbox: 0.4495 d3.loss_cls: 0.4224, d3.loss_bbox: 0.5338 d4.loss_cls: 0.4803, d4.loss_bbox: 0.5631, loss: 3.9860, grad_norm: 58.9009
2024-03-24 20:30:05,904 - my_logger - INFO - 2024-03-26 08:51:02,000 - mmdet - INFO - Epoch [16][1250/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5403, loss_bbox: 0.4972, d0.loss_cls: 0.3308, d0.loss_bbox: 0.4912 d1.loss_cls: 0.4839, d1.loss_bbox: 0.4510 d2.loss_cls: 0.4860, d2.loss_bbox: 0.5933 d3.loss_cls: 0.4347, d3.loss_bbox: 0.3379 d4.loss_cls: 0.4729, d4.loss_bbox: 0.5156, loss: 4.8240, grad_norm: 55.8149
2024-03-24 20:30:05,904 - my_logger - INFO - 2024-03-26 08:53:02,000 - mmdet - INFO - Epoch [16][1300/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4531, loss_bbox: 0.5809, d0.loss_cls: 0.3837, d0.loss_bbox: 0.3782 d1.loss_cls: 0.3342, d1.loss_bbox: 0.3667 d2.loss_cls: 0.3226, d2.loss_bbox: 0.4837 d3.loss_cls: 0.5224, d3.loss_bbox: 0.3940 d4.loss_cls: 0.4930, d4.loss_bbox: 0.4273, loss: 4.8813, grad_norm: 57.6265
2024-03-24 20:30:05,904 - my_logger - INFO - 2024-03-26 08:55:02,000 - mmdet - INFO - Epoch [16][1350/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5647, loss_bbox: 0.4082, d0.loss_cls: 0.3572, d0.loss_bbox: 0.5017 d1.loss_cls: 0.4702, d1.loss_bbox: 0.4355 d2.loss_cls: 0.5298, d2.loss_bbox: 0.4342 d3.loss_cls: 0.5894, d3.loss_bbox: 0.4466 d4.loss_cls: 0.3262, d4.loss_bbox: 0.4447, loss: 4.7972, grad_norm: 59.5800
2024-03-24 20:30:05,905 - my_logger - INFO - 2024-03-26 08:57:02,000 - mmdet - INFO - Epoch [16][1400/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4442, loss_bbox: 0.5730, d0.loss_cls: 0.3262, d0.loss_bbox: 0.4920 d1.loss_cls: 0.3962, d1.loss_bbox: 0.5694 d2.loss_cls: 0.5004, d2.loss_bbox: 0.3846 d3.loss_cls: 0.3718, d3.loss_bbox: 0.5592 d4.loss_cls: 0.3948, d4.loss_bbox: 0.3711, loss: 4.4007, grad_norm: 58.4315
2024-03-24 20:30:05,905 - my_logger - INFO - 2024-03-26 08:59:02,000 - mmdet - INFO - Epoch [16][1450/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3649, loss_bbox: 0.4106, d0.loss_cls: 0.5121, d0.loss_bbox: 0.4672 d1.loss_cls: 0.5471, d1.loss_bbox: 0.5736 d2.loss_cls: 0.3231, d2.loss_bbox: 0.3061 d3.loss_cls: 0.5795, d3.loss_bbox: 0.5812 d4.loss_cls: 0.3660, d4.loss_bbox: 0.4289, loss: 4.0728, grad_norm: 52.3324
2024-03-24 20:30:05,905 - my_logger - INFO - 2024-03-26 09:01:02,000 - mmdet - INFO - Epoch [16][1500/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5095, loss_bbox: 0.4161, d0.loss_cls: 0.3937, d0.loss_bbox: 0.5212 d1.loss_cls: 0.3308, d1.loss_bbox: 0.4999 d2.loss_cls: 0.4623, d2.loss_bbox: 0.4134 d3.loss_cls: 0.5119, d3.loss_bbox: 0.4443 d4.loss_cls: 0.5940, d4.loss_bbox: 0.5702, loss: 3.8203, grad_norm: 55.4662
2024-03-24 20:30:05,906 - my_logger - INFO - 2024-03-26 09:03:02,000 - mmdet - INFO - Epoch [16][1550/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4777, loss_bbox: 0.5885, d0.loss_cls: 0.4090, d0.loss_bbox: 0.5468 d1.loss_cls: 0.3409, d1.loss_bbox: 0.5705 d2.loss_cls: 0.4077, d2.loss_bbox: 0.5967 d3.loss_cls: 0.3705, d3.loss_bbox: 0.5967 d4.loss_cls: 0.3606, d4.loss_bbox: 0.4984, loss: 3.6402, grad_norm: 50.8808
2024-03-24 20:30:05,906 - my_logger - INFO - 2024-03-26 09:05:02,000 - mmdet - INFO - Epoch [16][1600/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3715, loss_bbox: 0.3774, d0.loss_cls: 0.5910, d0.loss_bbox: 0.5451 d1.loss_cls: 0.5981, d1.loss_bbox: 0.4054 d2.loss_cls: 0.3108, d2.loss_bbox: 0.4585 d3.loss_cls: 0.5722, d3.loss_bbox: 0.3800 d4.loss_cls: 0.3986, d4.loss_bbox: 0.4413, loss: 3.5249, grad_norm: 53.4190
2024-03-24 20:30:05,906 - my_logger - INFO - 2024-03-26 09:07:02,000 - mmdet - INFO - Epoch [16][1650/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4961, loss_bbox: 0.5489, d0.loss_cls: 0.4451, d0.loss_bbox: 0.3488 d1.loss_cls: 0.5040, d1.loss_bbox: 0.3904 d2.loss_cls: 0.4308, d2.loss_bbox: 0.4509 d3.loss_cls: 0.3806, d3.loss_bbox: 0.3782 d4.loss_cls: 0.5401, d4.loss_bbox: 0.5836, loss: 4.8314, grad_norm: 50.9594
2024-03-24 20:30:05,907 - my_logger - INFO - 2024-03-26 09:09:02,000 - mmdet - INFO - Epoch [16][1700/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3430, loss_bbox: 0.5227, d0.loss_cls: 0.5232, d0.loss_bbox: 0.4553 d1.loss_cls: 0.5000, d1.loss_bbox: 0.3398 d2.loss_cls: 0.5184, d2.loss_bbox: 0.3626 d3.loss_cls: 0.3342, d3.loss_bbox: 0.3383 d4.loss_cls: 0.3751, d4.loss_bbox: 0.3081, loss: 3.7985, grad_norm: 52.7002
2024-03-24 20:30:05,907 - my_logger - INFO - 2024-03-26 09:11:02,000 - mmdet - INFO - Epoch [16][1750/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5162, loss_bbox: 0.5428, d0.loss_cls: 0.3242, d0.loss_bbox: 0.4326 d1.loss_cls: 0.5930, d1.loss_bbox: 0.4611 d2.loss_cls: 0.5381, d2.loss_bbox: 0.3743 d3.loss_cls: 0.3508, d3.loss_bbox: 0.4291 d4.loss_cls: 0.4822, d4.loss_bbox: 0.5938, loss: 4.5724, grad_norm: 57.8957
2024-03-24 20:30:05,907 - my_logger - INFO - 2024-03-26 09:13:02,000 - mmdet - INFO - Epoch [16][1800/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5029, loss_bbox: 0.5429, d0.loss_cls: 0.3544, d0.loss_bbox: 0.3097 d1.loss_cls: 0.5109, d1.loss_bbox: 0.5878 d2.loss_cls: 0.5038, d2.loss_bbox: 0.5854 d3.loss_cls: 0.5565, d3.loss_bbox: 0.3498 d4.loss_cls: 0.3563, d4.loss_bbox: 0.5005, loss: 4.9851, grad_norm: 56.0059
2024-03-24 20:30:05,908 - my_logger - INFO - 2024-03-26 09:15:02,000 - mmdet - INFO - Epoch [16][1850/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4980, loss_bbox: 0.4073, d0.loss_cls: 0.3387, d0.loss_bbox: 0.5534 d1.loss_cls: 0.3717, d1.loss_bbox: 0.3101 d2.loss_cls: 0.5375, d2.loss_bbox: 0.4816 d3.loss_cls: 0.3113, d3.loss_bbox: 0.4553 d4.loss_cls: 0.3697, d4.loss_bbox: 0.4848, loss: 4.8221, grad_norm: 59.5690
2024-03-24 20:30:05,908 - my_logger - INFO - 2024-03-26 09:17:02,000 - mmdet - INFO - Epoch [16][1900/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5370, loss_bbox: 0.4924, d0.loss_cls: 0.5930, d0.loss_bbox: 0.4220 d1.loss_cls: 0.3609, d1.loss_bbox: 0.3432 d2.loss_cls: 0.4976, d2.loss_bbox: 0.3640 d3.loss_cls: 0.5535, d3.loss_bbox: 0.4937 d4.loss_cls: 0.4099, d4.loss_bbox: 0.4495, loss: 4.6068, grad_norm: 55.4845
2024-03-24 20:30:05,909 - my_logger - INFO - 2024-03-26 09:19:02,000 - mmdet - INFO - Epoch [16][1950/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5321, loss_bbox: 0.5306, d0.loss_cls: 0.5095, d0.loss_bbox: 0.5890 d1.loss_cls: 0.3923, d1.loss_bbox: 0.3579 d2.loss_cls: 0.4072, d2.loss_bbox: 0.5682 d3.loss_cls: 0.3214, d3.loss_bbox: 0.4192 d4.loss_cls: 0.4121, d4.loss_bbox: 0.5030, loss: 4.1399, grad_norm: 53.6640
2024-03-24 20:30:05,917 - my_logger - INFO - 2024-03-26 09:21:02,000 - mmdet - INFO - Epoch [16][2000/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3458, loss_bbox: 0.4275, d0.loss_cls: 0.5629, d0.loss_bbox: 0.3205 d1.loss_cls: 0.5784, d1.loss_bbox: 0.4108 d2.loss_cls: 0.5415, d2.loss_bbox: 0.5448 d3.loss_cls: 0.5896, d3.loss_bbox: 0.5709 d4.loss_cls: 0.5459, d4.loss_bbox: 0.5526, loss: 3.8815, grad_norm: 52.4232
2024-03-24 20:30:05,919 - my_logger - INFO - 2024-03-26 09:23:02,000 - mmdet - INFO - Epoch [16][2050/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4829, loss_bbox: 0.5382, d0.loss_cls: 0.5321, d0.loss_bbox: 0.5434 d1.loss_cls: 0.5372, d1.loss_bbox: 0.5658 d2.loss_cls: 0.4648, d2.loss_bbox: 0.5818 d3.loss_cls: 0.4610, d3.loss_bbox: 0.3778 d4.loss_cls: 0.5090, d4.loss_bbox: 0.3230, loss: 4.9037, grad_norm: 55.3643
2024-03-24 20:30:05,919 - my_logger - INFO - 2024-03-26 09:25:02,000 - mmdet - INFO - Epoch [16][2100/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5982, loss_bbox: 0.4860, d0.loss_cls: 0.4925, d0.loss_bbox: 0.5545 d1.loss_cls: 0.5537, d1.loss_bbox: 0.3122 d2.loss_cls: 0.5428, d2.loss_bbox: 0.5282 d3.loss_cls: 0.4162, d3.loss_bbox: 0.4068 d4.loss_cls: 0.4306, d4.loss_bbox: 0.5898, loss: 4.9239, grad_norm: 52.2733
2024-03-24 20:30:05,920 - my_logger - INFO - 2024-03-26 09:27:02,000 - mmdet - INFO - Epoch [16][2150/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4518, loss_bbox: 0.3723, d0.loss_cls: 0.5361, d0.loss_bbox: 0.5681 d1.loss_cls: 0.3926, d1.loss_bbox: 0.5181 d2.loss_cls: 0.4427, d2.loss_bbox: 0.4378 d3.loss_cls: 0.5999, d3.loss_bbox: 0.3364 d4.loss_cls: 0.3794, d4.loss_bbox: 0.5880, loss: 3.6800, grad_norm: 50.9151
2024-03-24 20:30:05,920 - my_logger - INFO - 2024-03-26 09:29:02,000 - mmdet - INFO - Epoch [16][2200/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3265, loss_bbox: 0.4715, d0.loss_cls: 0.4040, d0.loss_bbox: 0.4156 d1.loss_cls: 0.4833, d1.loss_bbox: 0.3250 d2.loss_cls: 0.4944, d2.loss_bbox: 0.4628 d3.loss_cls: 0.3613, d3.loss_bbox: 0.5213 d4.loss_cls: 0.3550, d4.loss_bbox: 0.5113, loss: 4.5055, grad_norm: 58.6677
2024-03-24 20:30:05,921 - my_logger - INFO - 2024-03-26 09:31:02,000 - mmdet - INFO - Epoch [16][2250/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5414, loss_bbox: 0.3512, d0.loss_cls: 0.5490, d0.loss_bbox: 0.3610 d1.loss_cls: 0.3754, d1.loss_bbox: 0.5946 d2.loss_cls: 0.5832, d2.loss_bbox: 0.4463 d3.loss_cls: 0.5615, d3.loss_bbox: 0.5278 d4.loss_cls: 0.4665, d4.loss_bbox: 0.5935, loss: 4.6746, grad_norm: 52.7720
2024-03-24 20:30:05,921 - my_logger - INFO - 2024-03-26 09:33:02,000 - mmdet - INFO - Epoch [16][2300/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5444, loss_bbox: 0.3845, d0.loss_cls: 0.4191, d0.loss_bbox: 0.4395 d1.loss_cls: 0.3692, d1.loss_bbox: 0.5536 d2.loss_cls: 0.3075, d2.loss_bbox: 0.4706 d3.loss_cls: 0.5819, d3.loss_bbox: 0.3051 d4.loss_cls: 0.5854, d4.loss_bbox: 0.3218, loss: 4.3657, grad_norm: 56.2385
2024-03-24 20:30:05,921 - my_logger - INFO - 2024-03-26 09:35:02,000 - mmdet - INFO - Epoch [16][2350/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2606, loss_bbox: 0.5846, d0.loss_cls: 0.4387, d0.loss_bbox: 0.4745 d1.loss_cls: 0.5349, d1.loss_bbox: 0.4428 d2.loss_cls: 0.3299, d2.loss_bbox: 0.4343 d3.loss_cls: 0.4179, d3.loss_bbox: 0.4669 d4.loss_cls: 0.4714, d4.loss_bbox: 0.4122, loss: 4.2966, grad_norm: 57.0426
2024-03-24 20:30:05,922 - my_logger - INFO - 2024-03-26 09:37:02,000 - mmdet - INFO - Epoch [16][2400/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3223, loss_bbox: 0.3989, d0.loss_cls: 0.3373, d0.loss_bbox: 0.4881 d1.loss_cls: 0.4576, d1.loss_bbox: 0.3320 d2.loss_cls: 0.3269, d2.loss_bbox: 0.5881 d3.loss_cls: 0.5598, d3.loss_bbox: 0.4270 d4.loss_cls: 0.5792, d4.loss_bbox: 0.4399, loss: 3.6260, grad_norm: 57.9617
2024-03-24 20:30:05,922 - my_logger - INFO - 2024-03-26 09:39:02,000 - mmdet - INFO - Epoch [16][2450/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3548, loss_bbox: 0.3880, d0.loss_cls: 0.5962, d0.loss_bbox: 0.5288 d1.loss_cls: 0.5272, d1.loss_bbox: 0.5238 d2.loss_cls: 0.3705, d2.loss_bbox: 0.4584 d3.loss_cls: 0.4152, d3.loss_bbox: 0.4112 d4.loss_cls: 0.5126, d4.loss_bbox: 0.5404, loss: 4.1538, grad_norm: 55.9271
2024-03-24 20:30:05,922 - my_logger - INFO - 2024-03-26 09:41:02,000 - mmdet - INFO - Epoch [16][2500/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3248, loss_bbox: 0.5806, d0.loss_cls: 0.5132, d0.loss_bbox: 0.3564 d1.loss_cls: 0.4356, d1.loss_bbox: 0.3870 d2.loss_cls: 0.4106, d2.loss_bbox: 0.4708 d3.loss_cls: 0.3757, d3.loss_bbox: 0.4408 d4.loss_cls: 0.3693, d4.loss_bbox: 0.5302, loss: 4.4021, grad_norm: 59.1487
2024-03-24 20:30:05,923 - my_logger - INFO - 2024-03-26 09:43:02,000 - mmdet - INFO - Epoch [16][2550/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5514, loss_bbox: 0.4983, d0.loss_cls: 0.5346, d0.loss_bbox: 0.5929 d1.loss_cls: 0.4057, d1.loss_bbox: 0.4637 d2.loss_cls: 0.3437, d2.loss_bbox: 0.5314 d3.loss_cls: 0.5705, d3.loss_bbox: 0.3158 d4.loss_cls: 0.3726, d4.loss_bbox: 0.5955, loss: 4.1570, grad_norm: 52.9626
2024-03-24 20:30:05,923 - my_logger - INFO - 2024-03-26 09:45:02,000 - mmdet - INFO - Epoch [16][2600/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5673, loss_bbox: 0.4552, d0.loss_cls: 0.3039, d0.loss_bbox: 0.4001 d1.loss_cls: 0.4284, d1.loss_bbox: 0.4997 d2.loss_cls: 0.3851, d2.loss_bbox: 0.4452 d3.loss_cls: 0.5952, d3.loss_bbox: 0.4617 d4.loss_cls: 0.3199, d4.loss_bbox: 0.3877, loss: 3.8980, grad_norm: 51.9841
2024-03-24 20:30:05,924 - my_logger - INFO - 2024-03-26 09:47:02,000 - mmdet - INFO - Epoch [16][2650/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3039, loss_bbox: 0.3778, d0.loss_cls: 0.4183, d0.loss_bbox: 0.4855 d1.loss_cls: 0.4985, d1.loss_bbox: 0.4609 d2.loss_cls: 0.3410, d2.loss_bbox: 0.3789 d3.loss_cls: 0.3572, d3.loss_bbox: 0.3144 d4.loss_cls: 0.4303, d4.loss_bbox: 0.3902, loss: 3.5383, grad_norm: 59.9016
2024-03-24 20:30:05,924 - my_logger - INFO - 2024-03-26 09:49:02,000 - mmdet - INFO - Epoch [16][2700/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4877, loss_bbox: 0.4861, d0.loss_cls: 0.4509, d0.loss_bbox: 0.3950 d1.loss_cls: 0.3223, d1.loss_bbox: 0.5462 d2.loss_cls: 0.5562, d2.loss_bbox: 0.3723 d3.loss_cls: 0.5187, d3.loss_bbox: 0.3291 d4.loss_cls: 0.5717, d4.loss_bbox: 0.4224, loss: 4.2562, grad_norm: 57.2777
2024-03-24 20:30:05,924 - my_logger - INFO - 2024-03-26 09:51:02,000 - mmdet - INFO - Epoch [16][2750/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4086, loss_bbox: 0.4055, d0.loss_cls: 0.3473, d0.loss_bbox: 0.5102 d1.loss_cls: 0.4941, d1.loss_bbox: 0.4798 d2.loss_cls: 0.5189, d2.loss_bbox: 0.5993 d3.loss_cls: 0.3720, d3.loss_bbox: 0.4680 d4.loss_cls: 0.4279, d4.loss_bbox: 0.4773, loss: 3.7137, grad_norm: 54.2344
2024-03-24 20:30:05,925 - my_logger - INFO - 2024-03-26 09:53:02,000 - mmdet - INFO - Epoch [16][2800/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2716, loss_bbox: 0.4729, d0.loss_cls: 0.3207, d0.loss_bbox: 0.5075 d1.loss_cls: 0.4691, d1.loss_bbox: 0.3324 d2.loss_cls: 0.3853, d2.loss_bbox: 0.3850 d3.loss_cls: 0.3006, d3.loss_bbox: 0.5688 d4.loss_cls: 0.3843, d4.loss_bbox: 0.5008, loss: 3.9346, grad_norm: 51.9440
2024-03-24 20:30:05,925 - my_logger - INFO - 2024-03-26 09:55:02,000 - mmdet - INFO - Epoch [16][2850/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3495, loss_bbox: 0.5443, d0.loss_cls: 0.4589, d0.loss_bbox: 0.5209 d1.loss_cls: 0.5364, d1.loss_bbox: 0.4564 d2.loss_cls: 0.3517, d2.loss_bbox: 0.5920 d3.loss_cls: 0.3857, d3.loss_bbox: 0.4438 d4.loss_cls: 0.5298, d4.loss_bbox: 0.3338, loss: 3.6600, grad_norm: 51.9714
2024-03-24 20:30:05,925 - my_logger - INFO - 2024-03-26 09:57:02,000 - mmdet - INFO - Epoch [16][2900/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5534, loss_bbox: 0.5301, d0.loss_cls: 0.5940, d0.loss_bbox: 0.3657 d1.loss_cls: 0.5257, d1.loss_bbox: 0.3458 d2.loss_cls: 0.3150, d2.loss_bbox: 0.4288 d3.loss_cls: 0.3096, d3.loss_bbox: 0.3255 d4.loss_cls: 0.5967, d4.loss_bbox: 0.3244, loss: 4.0090, grad_norm: 58.7054
2024-03-24 20:30:05,926 - my_logger - INFO - 2024-03-26 09:59:02,000 - mmdet - INFO - Epoch [16][2950/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5570, loss_bbox: 0.5247, d0.loss_cls: 0.4884, d0.loss_bbox: 0.5003 d1.loss_cls: 0.4511, d1.loss_bbox: 0.3224 d2.loss_cls: 0.5915, d2.loss_bbox: 0.3529 d3.loss_cls: 0.3859, d3.loss_bbox: 0.4674 d4.loss_cls: 0.3499, d4.loss_bbox: 0.3379, loss: 4.7711, grad_norm: 54.2036
2024-03-24 20:30:05,926 - my_logger - INFO - 2024-03-26 10:01:02,000 - mmdet - INFO - Epoch [16][3000/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5847, loss_bbox: 0.3725, d0.loss_cls: 0.5136, d0.loss_bbox: 0.3719 d1.loss_cls: 0.4572, d1.loss_bbox: 0.3182 d2.loss_cls: 0.3102, d2.loss_bbox: 0.5649 d3.loss_cls: 0.3912, d3.loss_bbox: 0.4890 d4.loss_cls: 0.3826, d4.loss_bbox: 0.5105, loss: 4.3670, grad_norm: 54.5014
2024-03-24 20:30:05,927 - my_logger - INFO - 2024-03-26 10:03:02,000 - mmdet - INFO - Epoch [16][3050/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3425, loss_bbox: 0.3480, d0.loss_cls: 0.4301, d0.loss_bbox: 0.4747 d1.loss_cls: 0.3583, d1.loss_bbox: 0.4662 d2.loss_cls: 0.5219, d2.loss_bbox: 0.5980 d3.loss_cls: 0.5779, d3.loss_bbox: 0.3047 d4.loss_cls: 0.4306, d4.loss_bbox: 0.3352, loss: 4.1342, grad_norm: 58.9885
2024-03-24 20:30:05,927 - my_logger - INFO - 2024-03-26 10:05:02,000 - mmdet - INFO - Epoch [16][3100/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5850, loss_bbox: 0.3530, d0.loss_cls: 0.3737, d0.loss_bbox: 0.4827 d1.loss_cls: 0.4243, d1.loss_bbox: 0.3923 d2.loss_cls: 0.5192, d2.loss_bbox: 0.5582 d3.loss_cls: 0.3694, d3.loss_bbox: 0.4119 d4.loss_cls: 0.4792, d4.loss_bbox: 0.5423, loss: 4.2995, grad_norm: 58.6223
2024-03-24 20:30:05,928 - my_logger - INFO - 2024-03-26 10:07:02,000 - mmdet - INFO - Epoch [16][3150/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4001, loss_bbox: 0.5593, d0.loss_cls: 0.4745, d0.loss_bbox: 0.4421 d1.loss_cls: 0.3276, d1.loss_bbox: 0.3278 d2.loss_cls: 0.3542, d2.loss_bbox: 0.5891 d3.loss_cls: 0.3853, d3.loss_bbox: 0.3514 d4.loss_cls: 0.3123, d4.loss_bbox: 0.3662, loss: 4.4952, grad_norm: 57.3782
2024-03-24 20:30:05,928 - my_logger - INFO - 2024-03-26 10:09:02,000 - mmdet - INFO - Epoch [16][3200/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5051, loss_bbox: 0.3721, d0.loss_cls: 0.3991, d0.loss_bbox: 0.5457 d1.loss_cls: 0.3485, d1.loss_bbox: 0.4180 d2.loss_cls: 0.4530, d2.loss_bbox: 0.3484 d3.loss_cls: 0.5100, d3.loss_bbox: 0.5501 d4.loss_cls: 0.3730, d4.loss_bbox: 0.5110, loss: 4.7649, grad_norm: 55.3946
2024-03-24 20:30:05,928 - my_logger - INFO - 2024-03-26 10:11:02,000 - mmdet - INFO - Epoch [16][3250/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4816, loss_bbox: 0.4029, d0.loss_cls: 0.5871, d0.loss_bbox: 0.4324 d1.loss_cls: 0.5867, d1.loss_bbox: 0.5526 d2.loss_cls: 0.5774, d2.loss_bbox: 0.5433 d3.loss_cls: 0.3068, d3.loss_bbox: 0.4109 d4.loss_cls: 0.3778, d4.loss_bbox: 0.4672, loss: 4.1099, grad_norm: 53.0641
2024-03-24 20:30:05,929 - my_logger - INFO - 2024-03-26 10:13:02,000 - mmdet - INFO - Epoch [16][3300/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5502, loss_bbox: 0.3071, d0.loss_cls: 0.3903, d0.loss_bbox: 0.5828 d1.loss_cls: 0.4200, d1.loss_bbox: 0.3950 d2.loss_cls: 0.3144, d2.loss_bbox: 0.3408 d3.loss_cls: 0.5165, d3.loss_bbox: 0.3383 d4.loss_cls: 0.3258, d4.loss_bbox: 0.4692, loss: 4.0745, grad_norm: 54.7471
2024-03-24 20:30:05,929 - my_logger - INFO - 2024-03-26 10:15:02,000 - mmdet - INFO - Epoch [16][3350/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3078, loss_bbox: 0.4745, d0.loss_cls: 0.3975, d0.loss_bbox: 0.4734 d1.loss_cls: 0.3477, d1.loss_bbox: 0.3193 d2.loss_cls: 0.5948, d2.loss_bbox: 0.3144 d3.loss_cls: 0.4428, d3.loss_bbox: 0.3136 d4.loss_cls: 0.4552, d4.loss_bbox: 0.3193, loss: 4.5408, grad_norm: 53.5894
2024-03-24 20:30:05,929 - my_logger - INFO - 2024-03-26 10:17:02,000 - mmdet - INFO - Epoch [16][3400/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5354, loss_bbox: 0.3691, d0.loss_cls: 0.3178, d0.loss_bbox: 0.5525 d1.loss_cls: 0.4460, d1.loss_bbox: 0.3210 d2.loss_cls: 0.3808, d2.loss_bbox: 0.4831 d3.loss_cls: 0.4673, d3.loss_bbox: 0.3074 d4.loss_cls: 0.3743, d4.loss_bbox: 0.3614, loss: 4.7223, grad_norm: 57.2622
2024-03-24 20:30:05,930 - my_logger - INFO - 2024-03-26 10:19:02,000 - mmdet - INFO - Epoch [16][3450/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4454, loss_bbox: 0.5828, d0.loss_cls: 0.3486, d0.loss_bbox: 0.5204 d1.loss_cls: 0.4738, d1.loss_bbox: 0.4324 d2.loss_cls: 0.4140, d2.loss_bbox: 0.3019 d3.loss_cls: 0.3164, d3.loss_bbox: 0.5608 d4.loss_cls: 0.5955, d4.loss_bbox: 0.5526, loss: 4.2909, grad_norm: 56.7436
2024-03-24 20:30:05,930 - my_logger - INFO - 2024-03-26 10:21:02,000 - mmdet - INFO - Epoch [16][3500/3517][Batch size: 50]	lr: 2.597e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3388, loss_bbox: 0.3008, d0.loss_cls: 0.3244, d0.loss_bbox: 0.4082 d1.loss_cls: 0.3248, d1.loss_bbox: 0.4417 d2.loss_cls: 0.5426, d2.loss_bbox: 0.5858 d3.loss_cls: 0.5742, d3.loss_bbox: 0.5429 d4.loss_cls: 0.3174, d4.loss_bbox: 0.4655, loss: 4.5144, grad_norm: 53.9847
2024-03-24 20:30:05,931 - my_logger - INFO - 2024-03-26 10:23:02,000 - mmdet - INFO - Epoch [17][0/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5196, loss_bbox: 0.5073, d0.loss_cls: 0.4719, d0.loss_bbox: 0.4066 d1.loss_cls: 0.3763, d1.loss_bbox: 0.4029 d2.loss_cls: 0.4070, d2.loss_bbox: 0.4539 d3.loss_cls: 0.3300, d3.loss_bbox: 0.5655 d4.loss_cls: 0.5405, d4.loss_bbox: 0.4981, loss: 3.8367, grad_norm: 59.9506
2024-03-24 20:30:05,931 - my_logger - INFO - 2024-03-26 10:25:02,000 - mmdet - INFO - Epoch [17][50/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4459, loss_bbox: 0.3670, d0.loss_cls: 0.3566, d0.loss_bbox: 0.3297 d1.loss_cls: 0.3249, d1.loss_bbox: 0.4701 d2.loss_cls: 0.5702, d2.loss_bbox: 0.4838 d3.loss_cls: 0.5076, d3.loss_bbox: 0.4043 d4.loss_cls: 0.5054, d4.loss_bbox: 0.3011, loss: 3.9016, grad_norm: 56.6411
2024-03-24 20:30:05,931 - my_logger - INFO - 2024-03-26 10:27:02,000 - mmdet - INFO - Epoch [17][100/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3416, loss_bbox: 0.5235, d0.loss_cls: 0.5222, d0.loss_bbox: 0.3796 d1.loss_cls: 0.4662, d1.loss_bbox: 0.3872 d2.loss_cls: 0.5476, d2.loss_bbox: 0.4495 d3.loss_cls: 0.4278, d3.loss_bbox: 0.4811 d4.loss_cls: 0.3765, d4.loss_bbox: 0.5005, loss: 4.1478, grad_norm: 59.5808
2024-03-24 20:30:05,932 - my_logger - INFO - 2024-03-26 10:29:02,000 - mmdet - INFO - Epoch [17][150/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4398, loss_bbox: 0.5648, d0.loss_cls: 0.4346, d0.loss_bbox: 0.4890 d1.loss_cls: 0.3923, d1.loss_bbox: 0.3118 d2.loss_cls: 0.4339, d2.loss_bbox: 0.4633 d3.loss_cls: 0.5913, d3.loss_bbox: 0.4828 d4.loss_cls: 0.4200, d4.loss_bbox: 0.4927, loss: 4.6318, grad_norm: 56.8984
2024-03-24 20:30:05,932 - my_logger - INFO - 2024-03-26 10:31:02,000 - mmdet - INFO - Epoch [17][200/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4308, loss_bbox: 0.4903, d0.loss_cls: 0.5770, d0.loss_bbox: 0.4246 d1.loss_cls: 0.5564, d1.loss_bbox: 0.4146 d2.loss_cls: 0.3693, d2.loss_bbox: 0.4352 d3.loss_cls: 0.3598, d3.loss_bbox: 0.5846 d4.loss_cls: 0.4219, d4.loss_bbox: 0.4075, loss: 3.6211, grad_norm: 54.1095
2024-03-24 20:30:05,932 - my_logger - INFO - 2024-03-26 10:33:02,000 - mmdet - INFO - Epoch [17][250/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5428, loss_bbox: 0.3205, d0.loss_cls: 0.5730, d0.loss_bbox: 0.5511 d1.loss_cls: 0.5034, d1.loss_bbox: 0.3229 d2.loss_cls: 0.4742, d2.loss_bbox: 0.5417 d3.loss_cls: 0.4252, d3.loss_bbox: 0.5852 d4.loss_cls: 0.3341, d4.loss_bbox: 0.3689, loss: 3.6608, grad_norm: 53.0620
2024-03-24 20:30:05,933 - my_logger - INFO - 2024-03-26 10:35:02,000 - mmdet - INFO - Epoch [17][300/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3674, loss_bbox: 0.4663, d0.loss_cls: 0.4260, d0.loss_bbox: 0.4615 d1.loss_cls: 0.4392, d1.loss_bbox: 0.4362 d2.loss_cls: 0.3657, d2.loss_bbox: 0.4810 d3.loss_cls: 0.5663, d3.loss_bbox: 0.5804 d4.loss_cls: 0.3520, d4.loss_bbox: 0.5724, loss: 4.7581, grad_norm: 51.1469
2024-03-24 20:30:05,933 - my_logger - INFO - 2024-03-26 10:37:02,000 - mmdet - INFO - Epoch [17][350/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5159, loss_bbox: 0.5043, d0.loss_cls: 0.3811, d0.loss_bbox: 0.4107 d1.loss_cls: 0.3043, d1.loss_bbox: 0.5292 d2.loss_cls: 0.4500, d2.loss_bbox: 0.4936 d3.loss_cls: 0.4899, d3.loss_bbox: 0.5330 d4.loss_cls: 0.4434, d4.loss_bbox: 0.4324, loss: 3.9516, grad_norm: 50.9457
2024-03-24 20:30:05,933 - my_logger - INFO - 2024-03-26 10:39:02,000 - mmdet - INFO - Epoch [17][400/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3619, loss_bbox: 0.3241, d0.loss_cls: 0.4857, d0.loss_bbox: 0.4401 d1.loss_cls: 0.5985, d1.loss_bbox: 0.3391 d2.loss_cls: 0.3416, d2.loss_bbox: 0.5662 d3.loss_cls: 0.4164, d3.loss_bbox: 0.5190 d4.loss_cls: 0.4621, d4.loss_bbox: 0.5670, loss: 3.9819, grad_norm: 59.3533
2024-03-24 20:30:05,934 - my_logger - INFO - 2024-03-26 10:41:02,000 - mmdet - INFO - Epoch [17][450/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3049, loss_bbox: 0.3816, d0.loss_cls: 0.5346, d0.loss_bbox: 0.4715 d1.loss_cls: 0.3755, d1.loss_bbox: 0.5780 d2.loss_cls: 0.4504, d2.loss_bbox: 0.4769 d3.loss_cls: 0.4821, d3.loss_bbox: 0.4763 d4.loss_cls: 0.4899, d4.loss_bbox: 0.3715, loss: 3.9911, grad_norm: 57.8702
2024-03-24 20:30:05,934 - my_logger - INFO - 2024-03-26 10:43:02,000 - mmdet - INFO - Epoch [17][500/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4021, loss_bbox: 0.5942, d0.loss_cls: 0.3322, d0.loss_bbox: 0.4183 d1.loss_cls: 0.4901, d1.loss_bbox: 0.3092 d2.loss_cls: 0.5331, d2.loss_bbox: 0.3138 d3.loss_cls: 0.3272, d3.loss_bbox: 0.4677 d4.loss_cls: 0.5310, d4.loss_bbox: 0.4205, loss: 3.6707, grad_norm: 57.0442
2024-03-24 20:30:05,934 - my_logger - INFO - 2024-03-26 10:45:02,000 - mmdet - INFO - Epoch [17][550/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3388, loss_bbox: 0.4363, d0.loss_cls: 0.4855, d0.loss_bbox: 0.5085 d1.loss_cls: 0.5360, d1.loss_bbox: 0.5881 d2.loss_cls: 0.3014, d2.loss_bbox: 0.4173 d3.loss_cls: 0.5644, d3.loss_bbox: 0.4667 d4.loss_cls: 0.3209, d4.loss_bbox: 0.5957, loss: 3.8851, grad_norm: 59.1026
2024-03-24 20:30:05,935 - my_logger - INFO - 2024-03-26 10:47:02,000 - mmdet - INFO - Epoch [17][600/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4303, loss_bbox: 0.3474, d0.loss_cls: 0.5584, d0.loss_bbox: 0.3189 d1.loss_cls: 0.3149, d1.loss_bbox: 0.5495 d2.loss_cls: 0.4220, d2.loss_bbox: 0.5795 d3.loss_cls: 0.4829, d3.loss_bbox: 0.3486 d4.loss_cls: 0.5772, d4.loss_bbox: 0.5099, loss: 4.3162, grad_norm: 50.9805
2024-03-24 20:30:05,935 - my_logger - INFO - 2024-03-26 10:49:02,000 - mmdet - INFO - Epoch [17][650/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2889, loss_bbox: 0.5987, d0.loss_cls: 0.3176, d0.loss_bbox: 0.4052 d1.loss_cls: 0.5466, d1.loss_bbox: 0.5377 d2.loss_cls: 0.5261, d2.loss_bbox: 0.3849 d3.loss_cls: 0.3392, d3.loss_bbox: 0.4845 d4.loss_cls: 0.3805, d4.loss_bbox: 0.4613, loss: 4.6801, grad_norm: 57.4626
2024-03-24 20:30:05,935 - my_logger - INFO - 2024-03-26 10:51:02,000 - mmdet - INFO - Epoch [17][700/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4722, loss_bbox: 0.5788, d0.loss_cls: 0.5615, d0.loss_bbox: 0.4892 d1.loss_cls: 0.3388, d1.loss_bbox: 0.3802 d2.loss_cls: 0.4522, d2.loss_bbox: 0.5904 d3.loss_cls: 0.4150, d3.loss_bbox: 0.3595 d4.loss_cls: 0.3496, d4.loss_bbox: 0.5278, loss: 3.6705, grad_norm: 50.7621
2024-03-24 20:30:05,936 - my_logger - INFO - 2024-03-26 10:53:02,000 - mmdet - INFO - Epoch [17][750/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3377, loss_bbox: 0.3939, d0.loss_cls: 0.5924, d0.loss_bbox: 0.3709 d1.loss_cls: 0.4099, d1.loss_bbox: 0.4389 d2.loss_cls: 0.5599, d2.loss_bbox: 0.3950 d3.loss_cls: 0.5468, d3.loss_bbox: 0.4141 d4.loss_cls: 0.4428, d4.loss_bbox: 0.5856, loss: 4.5171, grad_norm: 56.0249
2024-03-24 20:30:05,936 - my_logger - INFO - 2024-03-26 10:55:02,000 - mmdet - INFO - Epoch [17][800/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4228, loss_bbox: 0.4852, d0.loss_cls: 0.5231, d0.loss_bbox: 0.4425 d1.loss_cls: 0.3747, d1.loss_bbox: 0.5014 d2.loss_cls: 0.3181, d2.loss_bbox: 0.4724 d3.loss_cls: 0.4903, d3.loss_bbox: 0.3870 d4.loss_cls: 0.5738, d4.loss_bbox: 0.5210, loss: 3.8500, grad_norm: 51.7375
2024-03-24 20:30:05,936 - my_logger - INFO - 2024-03-26 10:57:02,000 - mmdet - INFO - Epoch [17][850/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4377, loss_bbox: 0.4979, d0.loss_cls: 0.4950, d0.loss_bbox: 0.3439 d1.loss_cls: 0.3657, d1.loss_bbox: 0.5498 d2.loss_cls: 0.4019, d2.loss_bbox: 0.5782 d3.loss_cls: 0.3063, d3.loss_bbox: 0.3193 d4.loss_cls: 0.3844, d4.loss_bbox: 0.3448, loss: 4.1348, grad_norm: 53.8643
2024-03-24 20:30:05,937 - my_logger - INFO - 2024-03-26 10:59:02,000 - mmdet - INFO - Epoch [17][900/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4360, loss_bbox: 0.4053, d0.loss_cls: 0.4710, d0.loss_bbox: 0.5844 d1.loss_cls: 0.3649, d1.loss_bbox: 0.5866 d2.loss_cls: 0.5954, d2.loss_bbox: 0.4801 d3.loss_cls: 0.3869, d3.loss_bbox: 0.5036 d4.loss_cls: 0.4474, d4.loss_bbox: 0.4489, loss: 4.6122, grad_norm: 50.5475
2024-03-24 20:30:05,937 - my_logger - INFO - 2024-03-26 11:01:02,000 - mmdet - INFO - Epoch [17][950/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5352, loss_bbox: 0.3941, d0.loss_cls: 0.5035, d0.loss_bbox: 0.4340 d1.loss_cls: 0.3639, d1.loss_bbox: 0.3713 d2.loss_cls: 0.3153, d2.loss_bbox: 0.4912 d3.loss_cls: 0.3492, d3.loss_bbox: 0.5325 d4.loss_cls: 0.3862, d4.loss_bbox: 0.3770, loss: 4.2938, grad_norm: 59.2478
2024-03-24 20:30:05,938 - my_logger - INFO - 2024-03-26 11:03:02,000 - mmdet - INFO - Epoch [17][1000/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4922, loss_bbox: 0.3010, d0.loss_cls: 0.5121, d0.loss_bbox: 0.5308 d1.loss_cls: 0.4160, d1.loss_bbox: 0.3274 d2.loss_cls: 0.3171, d2.loss_bbox: 0.3712 d3.loss_cls: 0.4371, d3.loss_bbox: 0.5532 d4.loss_cls: 0.3135, d4.loss_bbox: 0.4168, loss: 3.8683, grad_norm: 55.6290
2024-03-24 20:30:05,938 - my_logger - INFO - 2024-03-26 11:05:02,000 - mmdet - INFO - Epoch [17][1050/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5127, loss_bbox: 0.3819, d0.loss_cls: 0.5917, d0.loss_bbox: 0.5334 d1.loss_cls: 0.4161, d1.loss_bbox: 0.4937 d2.loss_cls: 0.5340, d2.loss_bbox: 0.3203 d3.loss_cls: 0.5262, d3.loss_bbox: 0.5156 d4.loss_cls: 0.3977, d4.loss_bbox: 0.5357, loss: 4.4798, grad_norm: 52.2990
2024-03-24 20:30:05,938 - my_logger - INFO - 2024-03-26 11:07:02,000 - mmdet - INFO - Epoch [17][1100/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5394, loss_bbox: 0.3177, d0.loss_cls: 0.4554, d0.loss_bbox: 0.3306 d1.loss_cls: 0.5014, d1.loss_bbox: 0.3125 d2.loss_cls: 0.5982, d2.loss_bbox: 0.5905 d3.loss_cls: 0.3110, d3.loss_bbox: 0.3824 d4.loss_cls: 0.3018, d4.loss_bbox: 0.4842, loss: 3.7551, grad_norm: 56.3560
2024-03-24 20:30:05,939 - my_logger - INFO - 2024-03-26 11:09:02,000 - mmdet - INFO - Epoch [17][1150/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5563, loss_bbox: 0.4221, d0.loss_cls: 0.4531, d0.loss_bbox: 0.3876 d1.loss_cls: 0.5614, d1.loss_bbox: 0.4887 d2.loss_cls: 0.5122, d2.loss_bbox: 0.5097 d3.loss_cls: 0.5493, d3.loss_bbox: 0.3631 d4.loss_cls: 0.3297, d4.loss_bbox: 0.5811, loss: 4.8233, grad_norm: 57.6689
2024-03-24 20:30:05,946 - my_logger - INFO - 2024-03-26 11:11:02,000 - mmdet - INFO - Epoch [17][1200/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4183, loss_bbox: 0.3549, d0.loss_cls: 0.5516, d0.loss_bbox: 0.5384 d1.loss_cls: 0.5036, d1.loss_bbox: 0.5839 d2.loss_cls: 0.3336, d2.loss_bbox: 0.5655 d3.loss_cls: 0.4300, d3.loss_bbox: 0.4861 d4.loss_cls: 0.3495, d4.loss_bbox: 0.5698, loss: 4.3941, grad_norm: 59.3595
2024-03-24 20:30:05,946 - my_logger - INFO - 2024-03-26 11:13:02,000 - mmdet - INFO - Epoch [17][1250/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5922, loss_bbox: 0.5873, d0.loss_cls: 0.5251, d0.loss_bbox: 0.3800 d1.loss_cls: 0.3292, d1.loss_bbox: 0.5373 d2.loss_cls: 0.4721, d2.loss_bbox: 0.4600 d3.loss_cls: 0.4285, d3.loss_bbox: 0.5641 d4.loss_cls: 0.3304, d4.loss_bbox: 0.4071, loss: 4.8572, grad_norm: 58.6899
2024-03-24 20:30:05,946 - my_logger - INFO - 2024-03-26 11:15:02,000 - mmdet - INFO - Epoch [17][1300/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3396, loss_bbox: 0.3503, d0.loss_cls: 0.4160, d0.loss_bbox: 0.5769 d1.loss_cls: 0.5758, d1.loss_bbox: 0.5023 d2.loss_cls: 0.4932, d2.loss_bbox: 0.5527 d3.loss_cls: 0.5970, d3.loss_bbox: 0.3153 d4.loss_cls: 0.4039, d4.loss_bbox: 0.3744, loss: 4.3523, grad_norm: 53.8722
2024-03-24 20:30:05,947 - my_logger - INFO - 2024-03-26 11:17:02,000 - mmdet - INFO - Epoch [17][1350/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4477, loss_bbox: 0.5883, d0.loss_cls: 0.4465, d0.loss_bbox: 0.3365 d1.loss_cls: 0.3086, d1.loss_bbox: 0.4157 d2.loss_cls: 0.4365, d2.loss_bbox: 0.4769 d3.loss_cls: 0.5493, d3.loss_bbox: 0.5297 d4.loss_cls: 0.3660, d4.loss_bbox: 0.4266, loss: 4.1559, grad_norm: 57.9788
2024-03-24 20:30:05,947 - my_logger - INFO - 2024-03-26 11:19:02,000 - mmdet - INFO - Epoch [17][1400/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3109, loss_bbox: 0.4980, d0.loss_cls: 0.4258, d0.loss_bbox: 0.3820 d1.loss_cls: 0.4134, d1.loss_bbox: 0.4892 d2.loss_cls: 0.4195, d2.loss_bbox: 0.3757 d3.loss_cls: 0.3823, d3.loss_bbox: 0.3692 d4.loss_cls: 0.4087, d4.loss_bbox: 0.4246, loss: 4.9307, grad_norm: 59.7956
2024-03-24 20:30:05,948 - my_logger - INFO - 2024-03-26 11:21:02,000 - mmdet - INFO - Epoch [17][1450/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2694, loss_bbox: 0.4091, d0.loss_cls: 0.5410, d0.loss_bbox: 0.4977 d1.loss_cls: 0.4804, d1.loss_bbox: 0.5834 d2.loss_cls: 0.3441, d2.loss_bbox: 0.5459 d3.loss_cls: 0.3695, d3.loss_bbox: 0.4790 d4.loss_cls: 0.4560, d4.loss_bbox: 0.5987, loss: 4.3453, grad_norm: 55.7396
2024-03-24 20:30:05,948 - my_logger - INFO - 2024-03-26 11:23:02,000 - mmdet - INFO - Epoch [17][1500/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3640, loss_bbox: 0.5866, d0.loss_cls: 0.5963, d0.loss_bbox: 0.3376 d1.loss_cls: 0.3446, d1.loss_bbox: 0.3729 d2.loss_cls: 0.5813, d2.loss_bbox: 0.4281 d3.loss_cls: 0.5120, d3.loss_bbox: 0.5942 d4.loss_cls: 0.4959, d4.loss_bbox: 0.5484, loss: 3.5595, grad_norm: 53.5451
2024-03-24 20:30:05,948 - my_logger - INFO - 2024-03-26 11:25:02,000 - mmdet - INFO - Epoch [17][1550/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5668, loss_bbox: 0.3981, d0.loss_cls: 0.3496, d0.loss_bbox: 0.5187 d1.loss_cls: 0.4250, d1.loss_bbox: 0.5078 d2.loss_cls: 0.3925, d2.loss_bbox: 0.4488 d3.loss_cls: 0.4765, d3.loss_bbox: 0.5189 d4.loss_cls: 0.5040, d4.loss_bbox: 0.5004, loss: 4.7598, grad_norm: 54.9263
2024-03-24 20:30:05,949 - my_logger - INFO - 2024-03-26 11:27:02,000 - mmdet - INFO - Epoch [17][1600/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3938, loss_bbox: 0.3295, d0.loss_cls: 0.4710, d0.loss_bbox: 0.5742 d1.loss_cls: 0.4472, d1.loss_bbox: 0.5317 d2.loss_cls: 0.5481, d2.loss_bbox: 0.4602 d3.loss_cls: 0.3500, d3.loss_bbox: 0.4473 d4.loss_cls: 0.5096, d4.loss_bbox: 0.4351, loss: 4.5631, grad_norm: 55.0427
2024-03-24 20:30:05,949 - my_logger - INFO - 2024-03-26 11:29:02,000 - mmdet - INFO - Epoch [17][1650/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4937, loss_bbox: 0.5638, d0.loss_cls: 0.4941, d0.loss_bbox: 0.3284 d1.loss_cls: 0.5799, d1.loss_bbox: 0.3655 d2.loss_cls: 0.3394, d2.loss_bbox: 0.3197 d3.loss_cls: 0.5029, d3.loss_bbox: 0.4761 d4.loss_cls: 0.4424, d4.loss_bbox: 0.4970, loss: 3.9498, grad_norm: 52.8597
2024-03-24 20:30:05,949 - my_logger - INFO - 2024-03-26 11:31:02,000 - mmdet - INFO - Epoch [17][1700/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3779, loss_bbox: 0.4228, d0.loss_cls: 0.3694, d0.loss_bbox: 0.4633 d1.loss_cls: 0.4470, d1.loss_bbox: 0.5130 d2.loss_cls: 0.3455, d2.loss_bbox: 0.3422 d3.loss_cls: 0.4954, d3.loss_bbox: 0.4110 d4.loss_cls: 0.4786, d4.loss_bbox: 0.3597, loss: 4.5814, grad_norm: 56.8914
2024-03-24 20:30:05,950 - my_logger - INFO - 2024-03-26 11:33:02,000 - mmdet - INFO - Epoch [17][1750/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5727, loss_bbox: 0.5692, d0.loss_cls: 0.3317, d0.loss_bbox: 0.4957 d1.loss_cls: 0.4713, d1.loss_bbox: 0.5139 d2.loss_cls: 0.5602, d2.loss_bbox: 0.3582 d3.loss_cls: 0.3763, d3.loss_bbox: 0.3333 d4.loss_cls: 0.3176, d4.loss_bbox: 0.4073, loss: 3.8434, grad_norm: 56.8231
2024-03-24 20:30:05,950 - my_logger - INFO - 2024-03-26 11:35:02,000 - mmdet - INFO - Epoch [17][1800/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3741, loss_bbox: 0.5815, d0.loss_cls: 0.4196, d0.loss_bbox: 0.4086 d1.loss_cls: 0.5344, d1.loss_bbox: 0.4775 d2.loss_cls: 0.5822, d2.loss_bbox: 0.4673 d3.loss_cls: 0.4778, d3.loss_bbox: 0.3321 d4.loss_cls: 0.3747, d4.loss_bbox: 0.3895, loss: 3.5179, grad_norm: 53.3105
2024-03-24 20:30:05,951 - my_logger - INFO - 2024-03-26 11:37:02,000 - mmdet - INFO - Epoch [17][1850/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5052, loss_bbox: 0.4170, d0.loss_cls: 0.3467, d0.loss_bbox: 0.3845 d1.loss_cls: 0.5181, d1.loss_bbox: 0.4552 d2.loss_cls: 0.4967, d2.loss_bbox: 0.4700 d3.loss_cls: 0.5654, d3.loss_bbox: 0.3375 d4.loss_cls: 0.3416, d4.loss_bbox: 0.3910, loss: 3.7848, grad_norm: 55.9082
2024-03-24 20:30:05,951 - my_logger - INFO - 2024-03-26 11:39:02,000 - mmdet - INFO - Epoch [17][1900/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5465, loss_bbox: 0.4072, d0.loss_cls: 0.4385, d0.loss_bbox: 0.4737 d1.loss_cls: 0.5776, d1.loss_bbox: 0.3319 d2.loss_cls: 0.3277, d2.loss_bbox: 0.4967 d3.loss_cls: 0.4607, d3.loss_bbox: 0.3034 d4.loss_cls: 0.4156, d4.loss_bbox: 0.5011, loss: 3.6962, grad_norm: 52.3738
2024-03-24 20:30:05,951 - my_logger - INFO - 2024-03-26 11:41:02,000 - mmdet - INFO - Epoch [17][1950/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3960, loss_bbox: 0.3413, d0.loss_cls: 0.3272, d0.loss_bbox: 0.5563 d1.loss_cls: 0.4546, d1.loss_bbox: 0.5811 d2.loss_cls: 0.5014, d2.loss_bbox: 0.3032 d3.loss_cls: 0.4490, d3.loss_bbox: 0.4986 d4.loss_cls: 0.3126, d4.loss_bbox: 0.4559, loss: 4.5802, grad_norm: 51.2164
2024-03-24 20:30:05,952 - my_logger - INFO - 2024-03-26 11:43:02,000 - mmdet - INFO - Epoch [17][2000/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5358, loss_bbox: 0.3949, d0.loss_cls: 0.3593, d0.loss_bbox: 0.5021 d1.loss_cls: 0.5289, d1.loss_bbox: 0.4868 d2.loss_cls: 0.5132, d2.loss_bbox: 0.3750 d3.loss_cls: 0.3871, d3.loss_bbox: 0.4861 d4.loss_cls: 0.3679, d4.loss_bbox: 0.5801, loss: 4.9481, grad_norm: 54.0056
2024-03-24 20:30:05,952 - my_logger - INFO - 2024-03-26 11:45:02,000 - mmdet - INFO - Epoch [17][2050/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5488, loss_bbox: 0.3677, d0.loss_cls: 0.3638, d0.loss_bbox: 0.4052 d1.loss_cls: 0.4325, d1.loss_bbox: 0.3788 d2.loss_cls: 0.4581, d2.loss_bbox: 0.4144 d3.loss_cls: 0.5143, d3.loss_bbox: 0.3196 d4.loss_cls: 0.5074, d4.loss_bbox: 0.3350, loss: 4.8443, grad_norm: 51.7752
2024-03-24 20:30:05,952 - my_logger - INFO - 2024-03-26 11:47:02,000 - mmdet - INFO - Epoch [17][2100/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5421, loss_bbox: 0.5069, d0.loss_cls: 0.3900, d0.loss_bbox: 0.5956 d1.loss_cls: 0.3809, d1.loss_bbox: 0.4680 d2.loss_cls: 0.5573, d2.loss_bbox: 0.3720 d3.loss_cls: 0.5399, d3.loss_bbox: 0.5219 d4.loss_cls: 0.5872, d4.loss_bbox: 0.3235, loss: 3.6484, grad_norm: 54.1233
2024-03-24 20:30:05,953 - my_logger - INFO - 2024-03-26 11:49:02,000 - mmdet - INFO - Epoch [17][2150/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4764, loss_bbox: 0.4437, d0.loss_cls: 0.5855, d0.loss_bbox: 0.4559 d1.loss_cls: 0.3678, d1.loss_bbox: 0.3351 d2.loss_cls: 0.4749, d2.loss_bbox: 0.5875 d3.loss_cls: 0.3935, d3.loss_bbox: 0.3604 d4.loss_cls: 0.5335, d4.loss_bbox: 0.5745, loss: 3.6483, grad_norm: 50.7656
2024-03-24 20:30:05,953 - my_logger - INFO - 2024-03-26 11:51:02,000 - mmdet - INFO - Epoch [17][2200/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5597, loss_bbox: 0.4200, d0.loss_cls: 0.5756, d0.loss_bbox: 0.4768 d1.loss_cls: 0.4728, d1.loss_bbox: 0.3349 d2.loss_cls: 0.5479, d2.loss_bbox: 0.3998 d3.loss_cls: 0.3572, d3.loss_bbox: 0.3100 d4.loss_cls: 0.4046, d4.loss_bbox: 0.4988, loss: 3.5114, grad_norm: 52.2192
2024-03-24 20:30:05,953 - my_logger - INFO - 2024-03-26 11:53:02,000 - mmdet - INFO - Epoch [17][2250/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5857, loss_bbox: 0.4169, d0.loss_cls: 0.3037, d0.loss_bbox: 0.3686 d1.loss_cls: 0.5514, d1.loss_bbox: 0.4499 d2.loss_cls: 0.5213, d2.loss_bbox: 0.3152 d3.loss_cls: 0.3702, d3.loss_bbox: 0.4494 d4.loss_cls: 0.4903, d4.loss_bbox: 0.5888, loss: 3.9531, grad_norm: 50.9945
2024-03-24 20:30:05,954 - my_logger - INFO - 2024-03-26 11:55:02,000 - mmdet - INFO - Epoch [17][2300/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4099, loss_bbox: 0.5942, d0.loss_cls: 0.5103, d0.loss_bbox: 0.4671 d1.loss_cls: 0.3353, d1.loss_bbox: 0.5757 d2.loss_cls: 0.4563, d2.loss_bbox: 0.4606 d3.loss_cls: 0.4895, d3.loss_bbox: 0.3835 d4.loss_cls: 0.5519, d4.loss_bbox: 0.5795, loss: 4.8849, grad_norm: 59.4389
2024-03-24 20:30:05,954 - my_logger - INFO - 2024-03-26 11:57:02,000 - mmdet - INFO - Epoch [17][2350/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2937, loss_bbox: 0.3222, d0.loss_cls: 0.5916, d0.loss_bbox: 0.5341 d1.loss_cls: 0.5902, d1.loss_bbox: 0.4222 d2.loss_cls: 0.3253, d2.loss_bbox: 0.4459 d3.loss_cls: 0.4839, d3.loss_bbox: 0.3802 d4.loss_cls: 0.4176, d4.loss_bbox: 0.3382, loss: 3.8571, grad_norm: 56.2540
2024-03-24 20:30:05,954 - my_logger - INFO - 2024-03-26 11:59:02,000 - mmdet - INFO - Epoch [17][2400/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3797, loss_bbox: 0.3820, d0.loss_cls: 0.3827, d0.loss_bbox: 0.3055 d1.loss_cls: 0.3326, d1.loss_bbox: 0.5527 d2.loss_cls: 0.3845, d2.loss_bbox: 0.5809 d3.loss_cls: 0.3620, d3.loss_bbox: 0.5116 d4.loss_cls: 0.4400, d4.loss_bbox: 0.3784, loss: 3.7112, grad_norm: 58.2006
2024-03-24 20:30:05,954 - my_logger - INFO - 2024-03-26 12:01:02,000 - mmdet - INFO - Epoch [17][2450/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3726, loss_bbox: 0.3762, d0.loss_cls: 0.3913, d0.loss_bbox: 0.3901 d1.loss_cls: 0.5080, d1.loss_bbox: 0.5794 d2.loss_cls: 0.3976, d2.loss_bbox: 0.3167 d3.loss_cls: 0.4177, d3.loss_bbox: 0.5888 d4.loss_cls: 0.4071, d4.loss_bbox: 0.5099, loss: 4.3747, grad_norm: 52.8443
2024-03-24 20:30:05,964 - my_logger - INFO - 2024-03-26 12:03:02,000 - mmdet - INFO - Epoch [17][2500/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3849, loss_bbox: 0.3347, d0.loss_cls: 0.3759, d0.loss_bbox: 0.4934 d1.loss_cls: 0.3606, d1.loss_bbox: 0.3725 d2.loss_cls: 0.3917, d2.loss_bbox: 0.3683 d3.loss_cls: 0.3558, d3.loss_bbox: 0.3039 d4.loss_cls: 0.5137, d4.loss_bbox: 0.3445, loss: 3.9965, grad_norm: 58.0991
2024-03-24 20:30:05,964 - my_logger - INFO - 2024-03-26 12:05:02,000 - mmdet - INFO - Epoch [17][2550/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2714, loss_bbox: 0.4116, d0.loss_cls: 0.3311, d0.loss_bbox: 0.4700 d1.loss_cls: 0.5841, d1.loss_bbox: 0.4492 d2.loss_cls: 0.3240, d2.loss_bbox: 0.5160 d3.loss_cls: 0.5123, d3.loss_bbox: 0.3469 d4.loss_cls: 0.4291, d4.loss_bbox: 0.5195, loss: 4.1942, grad_norm: 50.4483
2024-03-24 20:30:05,964 - my_logger - INFO - 2024-03-26 12:07:02,000 - mmdet - INFO - Epoch [17][2600/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2515, loss_bbox: 0.3596, d0.loss_cls: 0.4224, d0.loss_bbox: 0.5935 d1.loss_cls: 0.3522, d1.loss_bbox: 0.4878 d2.loss_cls: 0.4766, d2.loss_bbox: 0.5761 d3.loss_cls: 0.5118, d3.loss_bbox: 0.3056 d4.loss_cls: 0.4969, d4.loss_bbox: 0.3070, loss: 4.5806, grad_norm: 57.5445
2024-03-24 20:30:05,965 - my_logger - INFO - 2024-03-26 12:09:02,000 - mmdet - INFO - Epoch [17][2650/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4481, loss_bbox: 0.5253, d0.loss_cls: 0.3461, d0.loss_bbox: 0.4141 d1.loss_cls: 0.5740, d1.loss_bbox: 0.5295 d2.loss_cls: 0.4299, d2.loss_bbox: 0.4534 d3.loss_cls: 0.3159, d3.loss_bbox: 0.3600 d4.loss_cls: 0.3629, d4.loss_bbox: 0.5293, loss: 4.2652, grad_norm: 51.9688
2024-03-24 20:30:05,965 - my_logger - INFO - 2024-03-26 12:11:02,000 - mmdet - INFO - Epoch [17][2700/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2757, loss_bbox: 0.3036, d0.loss_cls: 0.4884, d0.loss_bbox: 0.5315 d1.loss_cls: 0.3829, d1.loss_bbox: 0.5931 d2.loss_cls: 0.3912, d2.loss_bbox: 0.4135 d3.loss_cls: 0.5468, d3.loss_bbox: 0.5941 d4.loss_cls: 0.3759, d4.loss_bbox: 0.3572, loss: 4.0688, grad_norm: 50.5009
2024-03-24 20:30:05,965 - my_logger - INFO - 2024-03-26 12:13:02,000 - mmdet - INFO - Epoch [17][2750/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4299, loss_bbox: 0.3151, d0.loss_cls: 0.4007, d0.loss_bbox: 0.4189 d1.loss_cls: 0.5179, d1.loss_bbox: 0.4216 d2.loss_cls: 0.3361, d2.loss_bbox: 0.4369 d3.loss_cls: 0.5721, d3.loss_bbox: 0.5744 d4.loss_cls: 0.5309, d4.loss_bbox: 0.5639, loss: 4.0595, grad_norm: 52.0588
2024-03-24 20:30:05,966 - my_logger - INFO - 2024-03-26 12:15:02,000 - mmdet - INFO - Epoch [17][2800/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4289, loss_bbox: 0.3396, d0.loss_cls: 0.4754, d0.loss_bbox: 0.5252 d1.loss_cls: 0.3587, d1.loss_bbox: 0.5111 d2.loss_cls: 0.3297, d2.loss_bbox: 0.4365 d3.loss_cls: 0.4247, d3.loss_bbox: 0.5617 d4.loss_cls: 0.3107, d4.loss_bbox: 0.3867, loss: 4.3584, grad_norm: 57.7838
2024-03-24 20:30:05,966 - my_logger - INFO - 2024-03-26 12:17:02,000 - mmdet - INFO - Epoch [17][2850/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2915, loss_bbox: 0.3743, d0.loss_cls: 0.3554, d0.loss_bbox: 0.5503 d1.loss_cls: 0.4319, d1.loss_bbox: 0.3570 d2.loss_cls: 0.3434, d2.loss_bbox: 0.3790 d3.loss_cls: 0.3677, d3.loss_bbox: 0.5535 d4.loss_cls: 0.3898, d4.loss_bbox: 0.4430, loss: 4.7459, grad_norm: 58.1763
2024-03-24 20:30:05,967 - my_logger - INFO - 2024-03-26 12:19:02,000 - mmdet - INFO - Epoch [17][2900/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2989, loss_bbox: 0.3681, d0.loss_cls: 0.5683, d0.loss_bbox: 0.4323 d1.loss_cls: 0.3271, d1.loss_bbox: 0.4767 d2.loss_cls: 0.5858, d2.loss_bbox: 0.5604 d3.loss_cls: 0.5540, d3.loss_bbox: 0.3263 d4.loss_cls: 0.5759, d4.loss_bbox: 0.3587, loss: 4.2394, grad_norm: 55.2404
2024-03-24 20:30:05,967 - my_logger - INFO - 2024-03-26 12:21:02,000 - mmdet - INFO - Epoch [17][2950/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3876, loss_bbox: 0.5420, d0.loss_cls: 0.3871, d0.loss_bbox: 0.5342 d1.loss_cls: 0.5071, d1.loss_bbox: 0.4094 d2.loss_cls: 0.3284, d2.loss_bbox: 0.5446 d3.loss_cls: 0.4175, d3.loss_bbox: 0.4951 d4.loss_cls: 0.5498, d4.loss_bbox: 0.4885, loss: 3.8767, grad_norm: 50.4816
2024-03-24 20:30:05,967 - my_logger - INFO - 2024-03-26 12:23:02,000 - mmdet - INFO - Epoch [17][3000/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5672, loss_bbox: 0.4038, d0.loss_cls: 0.3690, d0.loss_bbox: 0.4310 d1.loss_cls: 0.3544, d1.loss_bbox: 0.5153 d2.loss_cls: 0.3128, d2.loss_bbox: 0.3445 d3.loss_cls: 0.4598, d3.loss_bbox: 0.5021 d4.loss_cls: 0.3318, d4.loss_bbox: 0.5365, loss: 3.5039, grad_norm: 56.9111
2024-03-24 20:30:05,968 - my_logger - INFO - 2024-03-26 12:25:02,000 - mmdet - INFO - Epoch [17][3050/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2779, loss_bbox: 0.3094, d0.loss_cls: 0.5671, d0.loss_bbox: 0.4257 d1.loss_cls: 0.3280, d1.loss_bbox: 0.3871 d2.loss_cls: 0.4513, d2.loss_bbox: 0.5007 d3.loss_cls: 0.4243, d3.loss_bbox: 0.3967 d4.loss_cls: 0.3088, d4.loss_bbox: 0.3274, loss: 4.9393, grad_norm: 52.7619
2024-03-24 20:30:05,968 - my_logger - INFO - 2024-03-26 12:27:02,000 - mmdet - INFO - Epoch [17][3100/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3224, loss_bbox: 0.4624, d0.loss_cls: 0.4758, d0.loss_bbox: 0.4959 d1.loss_cls: 0.4194, d1.loss_bbox: 0.5434 d2.loss_cls: 0.5489, d2.loss_bbox: 0.4426 d3.loss_cls: 0.4691, d3.loss_bbox: 0.5091 d4.loss_cls: 0.4621, d4.loss_bbox: 0.4818, loss: 4.2714, grad_norm: 55.5716
2024-03-24 20:30:05,968 - my_logger - INFO - 2024-03-26 12:29:02,000 - mmdet - INFO - Epoch [17][3150/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4006, loss_bbox: 0.4247, d0.loss_cls: 0.4106, d0.loss_bbox: 0.4846 d1.loss_cls: 0.5601, d1.loss_bbox: 0.5581 d2.loss_cls: 0.3320, d2.loss_bbox: 0.5791 d3.loss_cls: 0.3745, d3.loss_bbox: 0.5149 d4.loss_cls: 0.3660, d4.loss_bbox: 0.3337, loss: 3.5767, grad_norm: 52.6676
2024-03-24 20:30:05,969 - my_logger - INFO - 2024-03-26 12:31:02,000 - mmdet - INFO - Epoch [17][3200/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3960, loss_bbox: 0.4198, d0.loss_cls: 0.5295, d0.loss_bbox: 0.4320 d1.loss_cls: 0.5038, d1.loss_bbox: 0.3377 d2.loss_cls: 0.5888, d2.loss_bbox: 0.4029 d3.loss_cls: 0.5187, d3.loss_bbox: 0.3265 d4.loss_cls: 0.5193, d4.loss_bbox: 0.3435, loss: 3.9753, grad_norm: 50.6241
2024-03-24 20:30:05,969 - my_logger - INFO - 2024-03-26 12:33:02,000 - mmdet - INFO - Epoch [17][3250/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5695, loss_bbox: 0.4809, d0.loss_cls: 0.4414, d0.loss_bbox: 0.4572 d1.loss_cls: 0.4093, d1.loss_bbox: 0.3867 d2.loss_cls: 0.3594, d2.loss_bbox: 0.4262 d3.loss_cls: 0.4266, d3.loss_bbox: 0.4690 d4.loss_cls: 0.5821, d4.loss_bbox: 0.5700, loss: 4.1129, grad_norm: 52.1111
2024-03-24 20:30:05,969 - my_logger - INFO - 2024-03-26 12:35:02,000 - mmdet - INFO - Epoch [17][3300/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5543, loss_bbox: 0.4460, d0.loss_cls: 0.5480, d0.loss_bbox: 0.4024 d1.loss_cls: 0.3690, d1.loss_bbox: 0.4103 d2.loss_cls: 0.5196, d2.loss_bbox: 0.5880 d3.loss_cls: 0.3591, d3.loss_bbox: 0.3205 d4.loss_cls: 0.4845, d4.loss_bbox: 0.3253, loss: 4.6185, grad_norm: 53.1847
2024-03-24 20:30:05,970 - my_logger - INFO - 2024-03-26 12:37:02,000 - mmdet - INFO - Epoch [17][3350/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3946, loss_bbox: 0.4250, d0.loss_cls: 0.5332, d0.loss_bbox: 0.5501 d1.loss_cls: 0.5433, d1.loss_bbox: 0.4239 d2.loss_cls: 0.5199, d2.loss_bbox: 0.4293 d3.loss_cls: 0.3280, d3.loss_bbox: 0.3444 d4.loss_cls: 0.3787, d4.loss_bbox: 0.4836, loss: 4.8005, grad_norm: 59.7249
2024-03-24 20:30:05,970 - my_logger - INFO - 2024-03-26 12:39:02,000 - mmdet - INFO - Epoch [17][3400/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3135, loss_bbox: 0.5516, d0.loss_cls: 0.3673, d0.loss_bbox: 0.5750 d1.loss_cls: 0.5569, d1.loss_bbox: 0.4033 d2.loss_cls: 0.3186, d2.loss_bbox: 0.4386 d3.loss_cls: 0.5463, d3.loss_bbox: 0.4997 d4.loss_cls: 0.4744, d4.loss_bbox: 0.3591, loss: 3.7369, grad_norm: 55.4396
2024-03-24 20:30:05,971 - my_logger - INFO - 2024-03-26 12:41:02,000 - mmdet - INFO - Epoch [17][3450/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5539, loss_bbox: 0.5159, d0.loss_cls: 0.4475, d0.loss_bbox: 0.3489 d1.loss_cls: 0.3792, d1.loss_bbox: 0.4807 d2.loss_cls: 0.5057, d2.loss_bbox: 0.4005 d3.loss_cls: 0.4717, d3.loss_bbox: 0.3809 d4.loss_cls: 0.3983, d4.loss_bbox: 0.4466, loss: 4.6622, grad_norm: 59.7457
2024-03-24 20:30:05,971 - my_logger - INFO - 2024-03-26 12:43:02,000 - mmdet - INFO - Epoch [17][3500/3517][Batch size: 50]	lr: 2.467e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3287, loss_bbox: 0.3612, d0.loss_cls: 0.5746, d0.loss_bbox: 0.4776 d1.loss_cls: 0.4034, d1.loss_bbox: 0.5427 d2.loss_cls: 0.3703, d2.loss_bbox: 0.3322 d3.loss_cls: 0.5395, d3.loss_bbox: 0.4806 d4.loss_cls: 0.3173, d4.loss_bbox: 0.4593, loss: 3.5215, grad_norm: 52.5274
2024-03-24 20:30:05,971 - my_logger - INFO - 2024-03-26 12:45:02,000 - mmdet - INFO - Epoch [18][0/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2837, loss_bbox: 0.4521, d0.loss_cls: 0.3990, d0.loss_bbox: 0.3361 d1.loss_cls: 0.3243, d1.loss_bbox: 0.5001 d2.loss_cls: 0.3879, d2.loss_bbox: 0.3697 d3.loss_cls: 0.3999, d3.loss_bbox: 0.5588 d4.loss_cls: 0.5327, d4.loss_bbox: 0.5120, loss: 4.1761, grad_norm: 57.9891
2024-03-24 20:30:05,972 - my_logger - INFO - 2024-03-26 12:47:02,000 - mmdet - INFO - Epoch [18][50/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5553, loss_bbox: 0.3131, d0.loss_cls: 0.3836, d0.loss_bbox: 0.5147 d1.loss_cls: 0.3020, d1.loss_bbox: 0.4797 d2.loss_cls: 0.3858, d2.loss_bbox: 0.3710 d3.loss_cls: 0.3737, d3.loss_bbox: 0.4175 d4.loss_cls: 0.3799, d4.loss_bbox: 0.3495, loss: 3.6553, grad_norm: 54.7468
2024-03-24 20:30:05,972 - my_logger - INFO - 2024-03-26 12:49:02,000 - mmdet - INFO - Epoch [18][100/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5260, loss_bbox: 0.3569, d0.loss_cls: 0.5772, d0.loss_bbox: 0.5331 d1.loss_cls: 0.3790, d1.loss_bbox: 0.4502 d2.loss_cls: 0.4822, d2.loss_bbox: 0.5913 d3.loss_cls: 0.4812, d3.loss_bbox: 0.3519 d4.loss_cls: 0.5193, d4.loss_bbox: 0.5010, loss: 4.3199, grad_norm: 59.5939
2024-03-24 20:30:05,973 - my_logger - INFO - 2024-03-26 12:51:02,000 - mmdet - INFO - Epoch [18][150/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3722, loss_bbox: 0.4760, d0.loss_cls: 0.3661, d0.loss_bbox: 0.4561 d1.loss_cls: 0.4548, d1.loss_bbox: 0.5193 d2.loss_cls: 0.4696, d2.loss_bbox: 0.4666 d3.loss_cls: 0.5867, d3.loss_bbox: 0.3791 d4.loss_cls: 0.5926, d4.loss_bbox: 0.4953, loss: 4.5381, grad_norm: 51.6974
2024-03-24 20:30:05,973 - my_logger - INFO - 2024-03-26 12:53:02,000 - mmdet - INFO - Epoch [18][200/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3798, loss_bbox: 0.3366, d0.loss_cls: 0.5278, d0.loss_bbox: 0.5764 d1.loss_cls: 0.4448, d1.loss_bbox: 0.3630 d2.loss_cls: 0.5653, d2.loss_bbox: 0.3676 d3.loss_cls: 0.4604, d3.loss_bbox: 0.5196 d4.loss_cls: 0.3020, d4.loss_bbox: 0.5582, loss: 3.8210, grad_norm: 50.3759
2024-03-24 20:30:05,973 - my_logger - INFO - 2024-03-26 12:55:02,000 - mmdet - INFO - Epoch [18][250/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5142, loss_bbox: 0.5860, d0.loss_cls: 0.5206, d0.loss_bbox: 0.4027 d1.loss_cls: 0.5626, d1.loss_bbox: 0.4125 d2.loss_cls: 0.3094, d2.loss_bbox: 0.4783 d3.loss_cls: 0.4333, d3.loss_bbox: 0.3915 d4.loss_cls: 0.4472, d4.loss_bbox: 0.5858, loss: 4.2440, grad_norm: 56.1328
2024-03-24 20:30:05,974 - my_logger - INFO - 2024-03-26 12:57:02,000 - mmdet - INFO - Epoch [18][300/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2577, loss_bbox: 0.3706, d0.loss_cls: 0.4481, d0.loss_bbox: 0.3004 d1.loss_cls: 0.4423, d1.loss_bbox: 0.3157 d2.loss_cls: 0.3224, d2.loss_bbox: 0.3604 d3.loss_cls: 0.4029, d3.loss_bbox: 0.5724 d4.loss_cls: 0.3722, d4.loss_bbox: 0.3444, loss: 4.3320, grad_norm: 55.1393
2024-03-24 20:30:05,974 - my_logger - INFO - 2024-03-26 12:59:02,000 - mmdet - INFO - Epoch [18][350/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4299, loss_bbox: 0.4715, d0.loss_cls: 0.5501, d0.loss_bbox: 0.3380 d1.loss_cls: 0.3988, d1.loss_bbox: 0.5502 d2.loss_cls: 0.4963, d2.loss_bbox: 0.5195 d3.loss_cls: 0.5334, d3.loss_bbox: 0.4489 d4.loss_cls: 0.4251, d4.loss_bbox: 0.5063, loss: 4.3859, grad_norm: 51.4771
2024-03-24 20:30:05,974 - my_logger - INFO - 2024-03-26 13:01:02,000 - mmdet - INFO - Epoch [18][400/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3542, loss_bbox: 0.3663, d0.loss_cls: 0.4420, d0.loss_bbox: 0.3801 d1.loss_cls: 0.4781, d1.loss_bbox: 0.4698 d2.loss_cls: 0.5987, d2.loss_bbox: 0.3653 d3.loss_cls: 0.5438, d3.loss_bbox: 0.3693 d4.loss_cls: 0.4457, d4.loss_bbox: 0.5061, loss: 3.5960, grad_norm: 52.5062
2024-03-24 20:30:05,975 - my_logger - INFO - 2024-03-26 13:03:02,000 - mmdet - INFO - Epoch [18][450/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3396, loss_bbox: 0.4279, d0.loss_cls: 0.3420, d0.loss_bbox: 0.3711 d1.loss_cls: 0.5386, d1.loss_bbox: 0.4228 d2.loss_cls: 0.3453, d2.loss_bbox: 0.4354 d3.loss_cls: 0.4522, d3.loss_bbox: 0.5783 d4.loss_cls: 0.4462, d4.loss_bbox: 0.3369, loss: 4.1747, grad_norm: 55.2126
2024-03-24 20:30:05,975 - my_logger - INFO - 2024-03-26 13:05:02,000 - mmdet - INFO - Epoch [18][500/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4601, loss_bbox: 0.5069, d0.loss_cls: 0.3729, d0.loss_bbox: 0.4002 d1.loss_cls: 0.5040, d1.loss_bbox: 0.4882 d2.loss_cls: 0.4604, d2.loss_bbox: 0.4880 d3.loss_cls: 0.3817, d3.loss_bbox: 0.5910 d4.loss_cls: 0.3952, d4.loss_bbox: 0.5730, loss: 3.6647, grad_norm: 51.8463
2024-03-24 20:30:05,975 - my_logger - INFO - 2024-03-26 13:07:02,000 - mmdet - INFO - Epoch [18][550/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2590, loss_bbox: 0.5531, d0.loss_cls: 0.4714, d0.loss_bbox: 0.3216 d1.loss_cls: 0.5858, d1.loss_bbox: 0.4479 d2.loss_cls: 0.5216, d2.loss_bbox: 0.5472 d3.loss_cls: 0.5222, d3.loss_bbox: 0.4028 d4.loss_cls: 0.4388, d4.loss_bbox: 0.3933, loss: 4.0560, grad_norm: 57.9039
2024-03-24 20:30:05,976 - my_logger - INFO - 2024-03-26 13:09:02,000 - mmdet - INFO - Epoch [18][600/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2788, loss_bbox: 0.4637, d0.loss_cls: 0.5926, d0.loss_bbox: 0.5970 d1.loss_cls: 0.4007, d1.loss_bbox: 0.3307 d2.loss_cls: 0.4375, d2.loss_bbox: 0.3077 d3.loss_cls: 0.5691, d3.loss_bbox: 0.3228 d4.loss_cls: 0.3733, d4.loss_bbox: 0.3973, loss: 3.5014, grad_norm: 59.7798
2024-03-24 20:30:05,976 - my_logger - INFO - 2024-03-26 13:11:02,000 - mmdet - INFO - Epoch [18][650/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5371, loss_bbox: 0.3397, d0.loss_cls: 0.3736, d0.loss_bbox: 0.5009 d1.loss_cls: 0.5675, d1.loss_bbox: 0.5486 d2.loss_cls: 0.4531, d2.loss_bbox: 0.5256 d3.loss_cls: 0.3024, d3.loss_bbox: 0.5100 d4.loss_cls: 0.4508, d4.loss_bbox: 0.4914, loss: 4.2785, grad_norm: 55.0733
2024-03-24 20:30:05,977 - my_logger - INFO - 2024-03-26 13:13:02,000 - mmdet - INFO - Epoch [18][700/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5583, loss_bbox: 0.5823, d0.loss_cls: 0.5669, d0.loss_bbox: 0.5898 d1.loss_cls: 0.4551, d1.loss_bbox: 0.4155 d2.loss_cls: 0.5572, d2.loss_bbox: 0.5509 d3.loss_cls: 0.3444, d3.loss_bbox: 0.5332 d4.loss_cls: 0.5720, d4.loss_bbox: 0.5947, loss: 4.0502, grad_norm: 50.9055
2024-03-24 20:30:05,977 - my_logger - INFO - 2024-03-26 13:15:02,000 - mmdet - INFO - Epoch [18][750/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4013, loss_bbox: 0.3962, d0.loss_cls: 0.5661, d0.loss_bbox: 0.4786 d1.loss_cls: 0.4063, d1.loss_bbox: 0.3849 d2.loss_cls: 0.3587, d2.loss_bbox: 0.3861 d3.loss_cls: 0.3957, d3.loss_bbox: 0.4828 d4.loss_cls: 0.5996, d4.loss_bbox: 0.4974, loss: 4.3676, grad_norm: 53.8234
2024-03-24 20:30:05,977 - my_logger - INFO - 2024-03-26 13:17:02,000 - mmdet - INFO - Epoch [18][800/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2677, loss_bbox: 0.3222, d0.loss_cls: 0.4392, d0.loss_bbox: 0.3658 d1.loss_cls: 0.4002, d1.loss_bbox: 0.4785 d2.loss_cls: 0.4183, d2.loss_bbox: 0.4634 d3.loss_cls: 0.3825, d3.loss_bbox: 0.4127 d4.loss_cls: 0.5790, d4.loss_bbox: 0.5117, loss: 3.6721, grad_norm: 52.2409
2024-03-24 20:30:05,978 - my_logger - INFO - 2024-03-26 13:19:02,000 - mmdet - INFO - Epoch [18][850/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2669, loss_bbox: 0.5449, d0.loss_cls: 0.3090, d0.loss_bbox: 0.3152 d1.loss_cls: 0.4827, d1.loss_bbox: 0.4714 d2.loss_cls: 0.5917, d2.loss_bbox: 0.5470 d3.loss_cls: 0.4681, d3.loss_bbox: 0.5278 d4.loss_cls: 0.5205, d4.loss_bbox: 0.3032, loss: 3.6272, grad_norm: 58.2635
2024-03-24 20:30:05,978 - my_logger - INFO - 2024-03-26 13:21:02,000 - mmdet - INFO - Epoch [18][900/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3483, loss_bbox: 0.5498, d0.loss_cls: 0.4793, d0.loss_bbox: 0.3253 d1.loss_cls: 0.4404, d1.loss_bbox: 0.3092 d2.loss_cls: 0.5304, d2.loss_bbox: 0.3111 d3.loss_cls: 0.5920, d3.loss_bbox: 0.4210 d4.loss_cls: 0.4948, d4.loss_bbox: 0.5517, loss: 4.7509, grad_norm: 56.3617
2024-03-24 20:30:05,979 - my_logger - INFO - 2024-03-26 13:23:02,000 - mmdet - INFO - Epoch [18][950/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3604, loss_bbox: 0.3810, d0.loss_cls: 0.5927, d0.loss_bbox: 0.5424 d1.loss_cls: 0.4838, d1.loss_bbox: 0.5128 d2.loss_cls: 0.4030, d2.loss_bbox: 0.5531 d3.loss_cls: 0.5568, d3.loss_bbox: 0.3512 d4.loss_cls: 0.5752, d4.loss_bbox: 0.3243, loss: 3.9303, grad_norm: 54.6980
2024-03-24 20:30:05,979 - my_logger - INFO - 2024-03-26 13:25:02,000 - mmdet - INFO - Epoch [18][1000/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4035, loss_bbox: 0.5929, d0.loss_cls: 0.4490, d0.loss_bbox: 0.3791 d1.loss_cls: 0.3891, d1.loss_bbox: 0.5316 d2.loss_cls: 0.4901, d2.loss_bbox: 0.4106 d3.loss_cls: 0.5627, d3.loss_bbox: 0.5383 d4.loss_cls: 0.3620, d4.loss_bbox: 0.3194, loss: 4.5125, grad_norm: 55.3638
2024-03-24 20:30:05,979 - my_logger - INFO - 2024-03-26 13:27:02,000 - mmdet - INFO - Epoch [18][1050/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5693, loss_bbox: 0.5234, d0.loss_cls: 0.3012, d0.loss_bbox: 0.4631 d1.loss_cls: 0.4773, d1.loss_bbox: 0.4872 d2.loss_cls: 0.4609, d2.loss_bbox: 0.3463 d3.loss_cls: 0.4464, d3.loss_bbox: 0.4959 d4.loss_cls: 0.5160, d4.loss_bbox: 0.4200, loss: 4.6191, grad_norm: 51.7845
2024-03-24 20:30:05,980 - my_logger - INFO - 2024-03-26 13:29:02,000 - mmdet - INFO - Epoch [18][1100/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3494, loss_bbox: 0.4019, d0.loss_cls: 0.3941, d0.loss_bbox: 0.5447 d1.loss_cls: 0.3027, d1.loss_bbox: 0.3203 d2.loss_cls: 0.4919, d2.loss_bbox: 0.3910 d3.loss_cls: 0.4179, d3.loss_bbox: 0.3541 d4.loss_cls: 0.4320, d4.loss_bbox: 0.5311, loss: 3.6726, grad_norm: 55.1592
2024-03-24 20:30:05,980 - my_logger - INFO - 2024-03-26 13:31:02,000 - mmdet - INFO - Epoch [18][1150/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4989, loss_bbox: 0.5919, d0.loss_cls: 0.3876, d0.loss_bbox: 0.3826 d1.loss_cls: 0.5092, d1.loss_bbox: 0.3978 d2.loss_cls: 0.4626, d2.loss_bbox: 0.5337 d3.loss_cls: 0.4828, d3.loss_bbox: 0.5755 d4.loss_cls: 0.5062, d4.loss_bbox: 0.4118, loss: 4.1411, grad_norm: 54.2336
2024-03-24 20:30:05,980 - my_logger - INFO - 2024-03-26 13:33:02,000 - mmdet - INFO - Epoch [18][1200/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2827, loss_bbox: 0.3141, d0.loss_cls: 0.4883, d0.loss_bbox: 0.4909 d1.loss_cls: 0.4809, d1.loss_bbox: 0.5837 d2.loss_cls: 0.3518, d2.loss_bbox: 0.5405 d3.loss_cls: 0.5697, d3.loss_bbox: 0.3950 d4.loss_cls: 0.4687, d4.loss_bbox: 0.4378, loss: 3.5407, grad_norm: 58.1688
2024-03-24 20:30:05,981 - my_logger - INFO - 2024-03-26 13:35:02,000 - mmdet - INFO - Epoch [18][1250/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3985, loss_bbox: 0.5947, d0.loss_cls: 0.3061, d0.loss_bbox: 0.5464 d1.loss_cls: 0.5734, d1.loss_bbox: 0.4817 d2.loss_cls: 0.4920, d2.loss_bbox: 0.5033 d3.loss_cls: 0.3229, d3.loss_bbox: 0.4224 d4.loss_cls: 0.5841, d4.loss_bbox: 0.5125, loss: 4.3440, grad_norm: 51.5835
2024-03-24 20:30:05,981 - my_logger - INFO - 2024-03-26 13:37:02,000 - mmdet - INFO - Epoch [18][1300/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3731, loss_bbox: 0.5385, d0.loss_cls: 0.5883, d0.loss_bbox: 0.5265 d1.loss_cls: 0.3504, d1.loss_bbox: 0.4200 d2.loss_cls: 0.3467, d2.loss_bbox: 0.3092 d3.loss_cls: 0.5741, d3.loss_bbox: 0.3173 d4.loss_cls: 0.4046, d4.loss_bbox: 0.3244, loss: 3.8062, grad_norm: 52.1944
2024-03-24 20:30:05,981 - my_logger - INFO - 2024-03-26 13:39:02,000 - mmdet - INFO - Epoch [18][1350/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5391, loss_bbox: 0.4630, d0.loss_cls: 0.3754, d0.loss_bbox: 0.3829 d1.loss_cls: 0.3873, d1.loss_bbox: 0.4476 d2.loss_cls: 0.4511, d2.loss_bbox: 0.4088 d3.loss_cls: 0.3378, d3.loss_bbox: 0.5383 d4.loss_cls: 0.3822, d4.loss_bbox: 0.3984, loss: 4.9542, grad_norm: 51.9711
2024-03-24 20:30:05,982 - my_logger - INFO - 2024-03-26 13:41:02,000 - mmdet - INFO - Epoch [18][1400/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3747, loss_bbox: 0.4242, d0.loss_cls: 0.5960, d0.loss_bbox: 0.5256 d1.loss_cls: 0.4441, d1.loss_bbox: 0.4472 d2.loss_cls: 0.3772, d2.loss_bbox: 0.3823 d3.loss_cls: 0.4701, d3.loss_bbox: 0.5858 d4.loss_cls: 0.5865, d4.loss_bbox: 0.5827, loss: 4.5808, grad_norm: 57.1144
2024-03-24 20:30:05,982 - my_logger - INFO - 2024-03-26 13:43:02,000 - mmdet - INFO - Epoch [18][1450/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4534, loss_bbox: 0.3336, d0.loss_cls: 0.5615, d0.loss_bbox: 0.3393 d1.loss_cls: 0.4814, d1.loss_bbox: 0.4822 d2.loss_cls: 0.4096, d2.loss_bbox: 0.5117 d3.loss_cls: 0.3161, d3.loss_bbox: 0.4334 d4.loss_cls: 0.4575, d4.loss_bbox: 0.4409, loss: 4.6429, grad_norm: 50.1433
2024-03-24 20:30:05,983 - my_logger - INFO - 2024-03-26 13:45:02,000 - mmdet - INFO - Epoch [18][1500/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5818, loss_bbox: 0.4765, d0.loss_cls: 0.3564, d0.loss_bbox: 0.4119 d1.loss_cls: 0.5458, d1.loss_bbox: 0.3181 d2.loss_cls: 0.3422, d2.loss_bbox: 0.5200 d3.loss_cls: 0.4664, d3.loss_bbox: 0.4347 d4.loss_cls: 0.3345, d4.loss_bbox: 0.4004, loss: 3.6189, grad_norm: 58.8149
2024-03-24 20:30:05,983 - my_logger - INFO - 2024-03-26 13:47:02,000 - mmdet - INFO - Epoch [18][1550/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4266, loss_bbox: 0.3196, d0.loss_cls: 0.5107, d0.loss_bbox: 0.5181 d1.loss_cls: 0.5386, d1.loss_bbox: 0.5572 d2.loss_cls: 0.3706, d2.loss_bbox: 0.3703 d3.loss_cls: 0.3839, d3.loss_bbox: 0.3211 d4.loss_cls: 0.3274, d4.loss_bbox: 0.3706, loss: 4.6509, grad_norm: 57.4636
2024-03-24 20:30:05,983 - my_logger - INFO - 2024-03-26 13:49:02,000 - mmdet - INFO - Epoch [18][1600/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4902, loss_bbox: 0.3118, d0.loss_cls: 0.3413, d0.loss_bbox: 0.5180 d1.loss_cls: 0.5090, d1.loss_bbox: 0.5599 d2.loss_cls: 0.3653, d2.loss_bbox: 0.5195 d3.loss_cls: 0.3815, d3.loss_bbox: 0.4928 d4.loss_cls: 0.3543, d4.loss_bbox: 0.5273, loss: 3.8505, grad_norm: 55.1559
2024-03-24 20:30:05,984 - my_logger - INFO - 2024-03-26 13:51:02,000 - mmdet - INFO - Epoch [18][1650/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5281, loss_bbox: 0.5811, d0.loss_cls: 0.5439, d0.loss_bbox: 0.5634 d1.loss_cls: 0.4379, d1.loss_bbox: 0.3070 d2.loss_cls: 0.5606, d2.loss_bbox: 0.5927 d3.loss_cls: 0.3155, d3.loss_bbox: 0.4425 d4.loss_cls: 0.3125, d4.loss_bbox: 0.3234, loss: 3.8161, grad_norm: 56.6596
2024-03-24 20:30:05,984 - my_logger - INFO - 2024-03-26 13:53:02,000 - mmdet - INFO - Epoch [18][1700/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5740, loss_bbox: 0.4028, d0.loss_cls: 0.4686, d0.loss_bbox: 0.4353 d1.loss_cls: 0.3055, d1.loss_bbox: 0.4434 d2.loss_cls: 0.3978, d2.loss_bbox: 0.4522 d3.loss_cls: 0.3560, d3.loss_bbox: 0.5928 d4.loss_cls: 0.4993, d4.loss_bbox: 0.5687, loss: 4.8391, grad_norm: 52.6633
2024-03-24 20:30:05,985 - my_logger - INFO - 2024-03-26 13:55:02,000 - mmdet - INFO - Epoch [18][1750/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3901, loss_bbox: 0.5753, d0.loss_cls: 0.4919, d0.loss_bbox: 0.4577 d1.loss_cls: 0.3731, d1.loss_bbox: 0.5914 d2.loss_cls: 0.5718, d2.loss_bbox: 0.3231 d3.loss_cls: 0.4324, d3.loss_bbox: 0.4899 d4.loss_cls: 0.5286, d4.loss_bbox: 0.5455, loss: 3.5578, grad_norm: 56.6675
2024-03-24 20:30:05,985 - my_logger - INFO - 2024-03-26 13:57:02,000 - mmdet - INFO - Epoch [18][1800/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4420, loss_bbox: 0.5460, d0.loss_cls: 0.3986, d0.loss_bbox: 0.3686 d1.loss_cls: 0.3516, d1.loss_bbox: 0.4438 d2.loss_cls: 0.3731, d2.loss_bbox: 0.5214 d3.loss_cls: 0.3574, d3.loss_bbox: 0.3997 d4.loss_cls: 0.3970, d4.loss_bbox: 0.5936, loss: 4.7311, grad_norm: 59.1585
2024-03-24 20:30:05,985 - my_logger - INFO - 2024-03-26 13:59:02,000 - mmdet - INFO - Epoch [18][1850/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2601, loss_bbox: 0.5435, d0.loss_cls: 0.3136, d0.loss_bbox: 0.4752 d1.loss_cls: 0.4763, d1.loss_bbox: 0.3436 d2.loss_cls: 0.5088, d2.loss_bbox: 0.5837 d3.loss_cls: 0.4239, d3.loss_bbox: 0.4929 d4.loss_cls: 0.5531, d4.loss_bbox: 0.5904, loss: 4.4423, grad_norm: 59.8570
2024-03-24 20:30:05,986 - my_logger - INFO - 2024-03-26 14:01:02,000 - mmdet - INFO - Epoch [18][1900/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5561, loss_bbox: 0.4065, d0.loss_cls: 0.3913, d0.loss_bbox: 0.5652 d1.loss_cls: 0.4559, d1.loss_bbox: 0.5275 d2.loss_cls: 0.5686, d2.loss_bbox: 0.5449 d3.loss_cls: 0.3303, d3.loss_bbox: 0.5823 d4.loss_cls: 0.3590, d4.loss_bbox: 0.5564, loss: 4.8945, grad_norm: 57.7077
2024-03-24 20:30:05,991 - my_logger - INFO - 2024-03-26 14:03:02,000 - mmdet - INFO - Epoch [18][1950/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3422, loss_bbox: 0.4838, d0.loss_cls: 0.4621, d0.loss_bbox: 0.5863 d1.loss_cls: 0.5971, d1.loss_bbox: 0.3361 d2.loss_cls: 0.5485, d2.loss_bbox: 0.4677 d3.loss_cls: 0.4137, d3.loss_bbox: 0.3839 d4.loss_cls: 0.3715, d4.loss_bbox: 0.5462, loss: 3.7885, grad_norm: 54.3294
2024-03-24 20:30:05,992 - my_logger - INFO - 2024-03-26 14:05:02,000 - mmdet - INFO - Epoch [18][2000/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5973, loss_bbox: 0.4790, d0.loss_cls: 0.4183, d0.loss_bbox: 0.4692 d1.loss_cls: 0.3295, d1.loss_bbox: 0.5116 d2.loss_cls: 0.4850, d2.loss_bbox: 0.4681 d3.loss_cls: 0.3197, d3.loss_bbox: 0.5861 d4.loss_cls: 0.5128, d4.loss_bbox: 0.3239, loss: 4.7200, grad_norm: 54.7712
2024-03-24 20:30:05,992 - my_logger - INFO - 2024-03-26 14:07:02,000 - mmdet - INFO - Epoch [18][2050/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4678, loss_bbox: 0.5562, d0.loss_cls: 0.3060, d0.loss_bbox: 0.3448 d1.loss_cls: 0.4056, d1.loss_bbox: 0.5027 d2.loss_cls: 0.4141, d2.loss_bbox: 0.4316 d3.loss_cls: 0.4840, d3.loss_bbox: 0.5451 d4.loss_cls: 0.4655, d4.loss_bbox: 0.3327, loss: 4.3635, grad_norm: 56.2343
2024-03-24 20:30:05,993 - my_logger - INFO - 2024-03-26 14:09:02,000 - mmdet - INFO - Epoch [18][2100/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3540, loss_bbox: 0.5124, d0.loss_cls: 0.3225, d0.loss_bbox: 0.4833 d1.loss_cls: 0.4229, d1.loss_bbox: 0.5364 d2.loss_cls: 0.4015, d2.loss_bbox: 0.5181 d3.loss_cls: 0.3947, d3.loss_bbox: 0.4219 d4.loss_cls: 0.5584, d4.loss_bbox: 0.5933, loss: 3.7400, grad_norm: 56.5420
2024-03-24 20:30:05,993 - my_logger - INFO - 2024-03-26 14:11:02,000 - mmdet - INFO - Epoch [18][2150/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5541, loss_bbox: 0.5695, d0.loss_cls: 0.3761, d0.loss_bbox: 0.3851 d1.loss_cls: 0.4709, d1.loss_bbox: 0.5482 d2.loss_cls: 0.3792, d2.loss_bbox: 0.3833 d3.loss_cls: 0.4078, d3.loss_bbox: 0.5062 d4.loss_cls: 0.4611, d4.loss_bbox: 0.5074, loss: 3.6439, grad_norm: 55.4775
2024-03-24 20:30:05,993 - my_logger - INFO - 2024-03-26 14:13:02,000 - mmdet - INFO - Epoch [18][2200/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3083, loss_bbox: 0.3668, d0.loss_cls: 0.3698, d0.loss_bbox: 0.4785 d1.loss_cls: 0.3883, d1.loss_bbox: 0.4668 d2.loss_cls: 0.5136, d2.loss_bbox: 0.3916 d3.loss_cls: 0.5221, d3.loss_bbox: 0.5613 d4.loss_cls: 0.4432, d4.loss_bbox: 0.3741, loss: 4.1543, grad_norm: 56.0693
2024-03-24 20:30:05,994 - my_logger - INFO - 2024-03-26 14:15:02,000 - mmdet - INFO - Epoch [18][2250/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3320, loss_bbox: 0.5477, d0.loss_cls: 0.4115, d0.loss_bbox: 0.3697 d1.loss_cls: 0.3476, d1.loss_bbox: 0.3679 d2.loss_cls: 0.5920, d2.loss_bbox: 0.4590 d3.loss_cls: 0.5337, d3.loss_bbox: 0.4838 d4.loss_cls: 0.3312, d4.loss_bbox: 0.4935, loss: 4.5286, grad_norm: 54.5343
2024-03-24 20:30:05,994 - my_logger - INFO - 2024-03-26 14:17:02,000 - mmdet - INFO - Epoch [18][2300/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3202, loss_bbox: 0.4707, d0.loss_cls: 0.5223, d0.loss_bbox: 0.4407 d1.loss_cls: 0.4670, d1.loss_bbox: 0.5944 d2.loss_cls: 0.5021, d2.loss_bbox: 0.5716 d3.loss_cls: 0.4322, d3.loss_bbox: 0.3853 d4.loss_cls: 0.3901, d4.loss_bbox: 0.3099, loss: 4.7751, grad_norm: 57.1890
2024-03-24 20:30:05,995 - my_logger - INFO - 2024-03-26 14:19:02,000 - mmdet - INFO - Epoch [18][2350/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3435, loss_bbox: 0.3311, d0.loss_cls: 0.5719, d0.loss_bbox: 0.4020 d1.loss_cls: 0.4631, d1.loss_bbox: 0.4044 d2.loss_cls: 0.5848, d2.loss_bbox: 0.5066 d3.loss_cls: 0.5920, d3.loss_bbox: 0.5504 d4.loss_cls: 0.4885, d4.loss_bbox: 0.3543, loss: 3.9022, grad_norm: 52.3298
2024-03-24 20:30:05,995 - my_logger - INFO - 2024-03-26 14:21:02,000 - mmdet - INFO - Epoch [18][2400/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2711, loss_bbox: 0.5263, d0.loss_cls: 0.3610, d0.loss_bbox: 0.3966 d1.loss_cls: 0.3352, d1.loss_bbox: 0.4198 d2.loss_cls: 0.5426, d2.loss_bbox: 0.5518 d3.loss_cls: 0.5398, d3.loss_bbox: 0.4093 d4.loss_cls: 0.4697, d4.loss_bbox: 0.3892, loss: 4.3771, grad_norm: 59.2874
2024-03-24 20:30:05,996 - my_logger - INFO - 2024-03-26 14:23:02,000 - mmdet - INFO - Epoch [18][2450/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3785, loss_bbox: 0.3042, d0.loss_cls: 0.5948, d0.loss_bbox: 0.3572 d1.loss_cls: 0.3764, d1.loss_bbox: 0.5934 d2.loss_cls: 0.4460, d2.loss_bbox: 0.4539 d3.loss_cls: 0.4871, d3.loss_bbox: 0.3505 d4.loss_cls: 0.5652, d4.loss_bbox: 0.5756, loss: 4.0920, grad_norm: 58.9969
2024-03-24 20:30:05,996 - my_logger - INFO - 2024-03-26 14:25:02,000 - mmdet - INFO - Epoch [18][2500/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4362, loss_bbox: 0.3949, d0.loss_cls: 0.3287, d0.loss_bbox: 0.5105 d1.loss_cls: 0.3753, d1.loss_bbox: 0.3904 d2.loss_cls: 0.3561, d2.loss_bbox: 0.4827 d3.loss_cls: 0.3718, d3.loss_bbox: 0.5991 d4.loss_cls: 0.5919, d4.loss_bbox: 0.4514, loss: 4.8561, grad_norm: 57.0784
2024-03-24 20:30:05,996 - my_logger - INFO - 2024-03-26 14:27:02,000 - mmdet - INFO - Epoch [18][2550/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4237, loss_bbox: 0.5393, d0.loss_cls: 0.3045, d0.loss_bbox: 0.4354 d1.loss_cls: 0.3693, d1.loss_bbox: 0.5477 d2.loss_cls: 0.3923, d2.loss_bbox: 0.5943 d3.loss_cls: 0.5698, d3.loss_bbox: 0.3970 d4.loss_cls: 0.3206, d4.loss_bbox: 0.5899, loss: 4.3175, grad_norm: 52.1982
2024-03-24 20:30:05,997 - my_logger - INFO - 2024-03-26 14:29:02,000 - mmdet - INFO - Epoch [18][2600/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5849, loss_bbox: 0.5028, d0.loss_cls: 0.3041, d0.loss_bbox: 0.4926 d1.loss_cls: 0.5298, d1.loss_bbox: 0.5328 d2.loss_cls: 0.3498, d2.loss_bbox: 0.3569 d3.loss_cls: 0.4674, d3.loss_bbox: 0.3739 d4.loss_cls: 0.3137, d4.loss_bbox: 0.3226, loss: 3.9161, grad_norm: 54.2905
2024-03-24 20:30:05,997 - my_logger - INFO - 2024-03-26 14:31:02,000 - mmdet - INFO - Epoch [18][2650/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4164, loss_bbox: 0.3543, d0.loss_cls: 0.4379, d0.loss_bbox: 0.3379 d1.loss_cls: 0.5894, d1.loss_bbox: 0.4739 d2.loss_cls: 0.4791, d2.loss_bbox: 0.5649 d3.loss_cls: 0.4691, d3.loss_bbox: 0.3135 d4.loss_cls: 0.3352, d4.loss_bbox: 0.4855, loss: 3.9956, grad_norm: 57.9165
2024-03-24 20:30:05,997 - my_logger - INFO - 2024-03-26 14:33:02,000 - mmdet - INFO - Epoch [18][2700/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4171, loss_bbox: 0.4255, d0.loss_cls: 0.5428, d0.loss_bbox: 0.3501 d1.loss_cls: 0.4403, d1.loss_bbox: 0.3152 d2.loss_cls: 0.5548, d2.loss_bbox: 0.4555 d3.loss_cls: 0.5967, d3.loss_bbox: 0.3054 d4.loss_cls: 0.3944, d4.loss_bbox: 0.5535, loss: 4.4931, grad_norm: 57.5725
2024-03-24 20:30:05,998 - my_logger - INFO - 2024-03-26 14:35:02,000 - mmdet - INFO - Epoch [18][2750/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2688, loss_bbox: 0.5437, d0.loss_cls: 0.3595, d0.loss_bbox: 0.4470 d1.loss_cls: 0.4915, d1.loss_bbox: 0.4126 d2.loss_cls: 0.4577, d2.loss_bbox: 0.5151 d3.loss_cls: 0.4945, d3.loss_bbox: 0.5725 d4.loss_cls: 0.5545, d4.loss_bbox: 0.3438, loss: 4.5189, grad_norm: 51.9072
2024-03-24 20:30:05,998 - my_logger - INFO - 2024-03-26 14:37:02,000 - mmdet - INFO - Epoch [18][2800/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5296, loss_bbox: 0.5403, d0.loss_cls: 0.3743, d0.loss_bbox: 0.3679 d1.loss_cls: 0.5433, d1.loss_bbox: 0.3838 d2.loss_cls: 0.4668, d2.loss_bbox: 0.5935 d3.loss_cls: 0.3279, d3.loss_bbox: 0.5901 d4.loss_cls: 0.4334, d4.loss_bbox: 0.5799, loss: 4.8768, grad_norm: 59.3346
2024-03-24 20:30:05,999 - my_logger - INFO - 2024-03-26 14:39:02,000 - mmdet - INFO - Epoch [18][2850/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4810, loss_bbox: 0.3482, d0.loss_cls: 0.5495, d0.loss_bbox: 0.5956 d1.loss_cls: 0.3996, d1.loss_bbox: 0.4157 d2.loss_cls: 0.4199, d2.loss_bbox: 0.4786 d3.loss_cls: 0.4578, d3.loss_bbox: 0.4645 d4.loss_cls: 0.4101, d4.loss_bbox: 0.3946, loss: 4.5035, grad_norm: 56.1478
2024-03-24 20:30:05,999 - my_logger - INFO - 2024-03-26 14:41:02,000 - mmdet - INFO - Epoch [18][2900/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3028, loss_bbox: 0.4139, d0.loss_cls: 0.5349, d0.loss_bbox: 0.3968 d1.loss_cls: 0.5527, d1.loss_bbox: 0.3152 d2.loss_cls: 0.5754, d2.loss_bbox: 0.3777 d3.loss_cls: 0.4615, d3.loss_bbox: 0.4655 d4.loss_cls: 0.3890, d4.loss_bbox: 0.5731, loss: 3.8196, grad_norm: 58.1330
2024-03-24 20:30:05,999 - my_logger - INFO - 2024-03-26 14:43:02,000 - mmdet - INFO - Epoch [18][2950/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4348, loss_bbox: 0.3199, d0.loss_cls: 0.5122, d0.loss_bbox: 0.4887 d1.loss_cls: 0.3480, d1.loss_bbox: 0.3409 d2.loss_cls: 0.5931, d2.loss_bbox: 0.5550 d3.loss_cls: 0.5025, d3.loss_bbox: 0.4464 d4.loss_cls: 0.5223, d4.loss_bbox: 0.4084, loss: 3.7271, grad_norm: 51.1882
2024-03-24 20:30:06,000 - my_logger - INFO - 2024-03-26 14:45:02,000 - mmdet - INFO - Epoch [18][3000/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4595, loss_bbox: 0.4029, d0.loss_cls: 0.4622, d0.loss_bbox: 0.5879 d1.loss_cls: 0.4810, d1.loss_bbox: 0.3902 d2.loss_cls: 0.4292, d2.loss_bbox: 0.4832 d3.loss_cls: 0.4594, d3.loss_bbox: 0.3522 d4.loss_cls: 0.5978, d4.loss_bbox: 0.5236, loss: 4.9279, grad_norm: 58.1805
2024-03-24 20:30:06,000 - my_logger - INFO - 2024-03-26 14:47:02,000 - mmdet - INFO - Epoch [18][3050/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2890, loss_bbox: 0.3030, d0.loss_cls: 0.4924, d0.loss_bbox: 0.3557 d1.loss_cls: 0.3150, d1.loss_bbox: 0.4671 d2.loss_cls: 0.4879, d2.loss_bbox: 0.4740 d3.loss_cls: 0.4139, d3.loss_bbox: 0.3979 d4.loss_cls: 0.5828, d4.loss_bbox: 0.5469, loss: 4.0535, grad_norm: 58.9700
2024-03-24 20:30:06,000 - my_logger - INFO - 2024-03-26 14:49:02,000 - mmdet - INFO - Epoch [18][3100/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3005, loss_bbox: 0.4131, d0.loss_cls: 0.4047, d0.loss_bbox: 0.3340 d1.loss_cls: 0.5065, d1.loss_bbox: 0.5250 d2.loss_cls: 0.3589, d2.loss_bbox: 0.5010 d3.loss_cls: 0.4197, d3.loss_bbox: 0.3871 d4.loss_cls: 0.4182, d4.loss_bbox: 0.5905, loss: 3.8512, grad_norm: 58.7480
2024-03-24 20:30:06,001 - my_logger - INFO - 2024-03-26 14:51:02,000 - mmdet - INFO - Epoch [18][3150/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5014, loss_bbox: 0.4690, d0.loss_cls: 0.4483, d0.loss_bbox: 0.5674 d1.loss_cls: 0.3682, d1.loss_bbox: 0.4849 d2.loss_cls: 0.5910, d2.loss_bbox: 0.3911 d3.loss_cls: 0.4916, d3.loss_bbox: 0.4500 d4.loss_cls: 0.5468, d4.loss_bbox: 0.5254, loss: 4.0703, grad_norm: 57.8763
2024-03-24 20:30:06,001 - my_logger - INFO - 2024-03-26 14:53:02,000 - mmdet - INFO - Epoch [18][3200/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5260, loss_bbox: 0.5149, d0.loss_cls: 0.5043, d0.loss_bbox: 0.5504 d1.loss_cls: 0.3859, d1.loss_bbox: 0.5151 d2.loss_cls: 0.3974, d2.loss_bbox: 0.3138 d3.loss_cls: 0.4575, d3.loss_bbox: 0.5839 d4.loss_cls: 0.5961, d4.loss_bbox: 0.4908, loss: 3.7848, grad_norm: 58.7094
2024-03-24 20:30:06,001 - my_logger - INFO - 2024-03-26 14:55:02,000 - mmdet - INFO - Epoch [18][3250/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2986, loss_bbox: 0.4578, d0.loss_cls: 0.3257, d0.loss_bbox: 0.4779 d1.loss_cls: 0.4543, d1.loss_bbox: 0.3974 d2.loss_cls: 0.5095, d2.loss_bbox: 0.4019 d3.loss_cls: 0.5390, d3.loss_bbox: 0.3202 d4.loss_cls: 0.5433, d4.loss_bbox: 0.3197, loss: 4.8836, grad_norm: 59.4237
2024-03-24 20:30:06,002 - my_logger - INFO - 2024-03-26 14:57:02,000 - mmdet - INFO - Epoch [18][3300/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5983, loss_bbox: 0.4653, d0.loss_cls: 0.4536, d0.loss_bbox: 0.4189 d1.loss_cls: 0.4479, d1.loss_bbox: 0.4425 d2.loss_cls: 0.4662, d2.loss_bbox: 0.3845 d3.loss_cls: 0.3028, d3.loss_bbox: 0.3539 d4.loss_cls: 0.3817, d4.loss_bbox: 0.5692, loss: 4.2345, grad_norm: 52.6259
2024-03-24 20:30:06,009 - my_logger - INFO - 2024-03-26 14:59:02,000 - mmdet - INFO - Epoch [18][3350/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4119, loss_bbox: 0.5195, d0.loss_cls: 0.5742, d0.loss_bbox: 0.3823 d1.loss_cls: 0.5616, d1.loss_bbox: 0.3538 d2.loss_cls: 0.5289, d2.loss_bbox: 0.3708 d3.loss_cls: 0.4083, d3.loss_bbox: 0.4782 d4.loss_cls: 0.5288, d4.loss_bbox: 0.5941, loss: 4.0826, grad_norm: 56.5953
2024-03-24 20:30:06,013 - my_logger - INFO - 2024-03-26 15:01:02,000 - mmdet - INFO - Epoch [18][3400/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4419, loss_bbox: 0.4554, d0.loss_cls: 0.4777, d0.loss_bbox: 0.4132 d1.loss_cls: 0.5416, d1.loss_bbox: 0.5029 d2.loss_cls: 0.5414, d2.loss_bbox: 0.4314 d3.loss_cls: 0.3415, d3.loss_bbox: 0.3393 d4.loss_cls: 0.4279, d4.loss_bbox: 0.3932, loss: 4.3258, grad_norm: 51.5097
2024-03-24 20:30:06,014 - my_logger - INFO - 2024-03-26 15:03:02,000 - mmdet - INFO - Epoch [18][3450/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5035, loss_bbox: 0.5793, d0.loss_cls: 0.5023, d0.loss_bbox: 0.4955 d1.loss_cls: 0.5734, d1.loss_bbox: 0.3914 d2.loss_cls: 0.4476, d2.loss_bbox: 0.3973 d3.loss_cls: 0.3050, d3.loss_bbox: 0.3001 d4.loss_cls: 0.4016, d4.loss_bbox: 0.5032, loss: 4.7853, grad_norm: 54.1125
2024-03-24 20:30:06,014 - my_logger - INFO - 2024-03-26 15:05:02,000 - mmdet - INFO - Epoch [18][3500/3517][Batch size: 50]	lr: 2.344e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5565, loss_bbox: 0.3073, d0.loss_cls: 0.4021, d0.loss_bbox: 0.4603 d1.loss_cls: 0.4391, d1.loss_bbox: 0.5413 d2.loss_cls: 0.3381, d2.loss_bbox: 0.3551 d3.loss_cls: 0.4814, d3.loss_bbox: 0.5955 d4.loss_cls: 0.4529, d4.loss_bbox: 0.5166, loss: 3.8991, grad_norm: 59.4395
2024-03-24 20:30:06,014 - my_logger - INFO - 2024-03-26 15:07:02,000 - mmdet - INFO - Epoch [19][0/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3523, loss_bbox: 0.5409, d0.loss_cls: 0.4239, d0.loss_bbox: 0.5049 d1.loss_cls: 0.4222, d1.loss_bbox: 0.3542 d2.loss_cls: 0.5549, d2.loss_bbox: 0.3772 d3.loss_cls: 0.3319, d3.loss_bbox: 0.5572 d4.loss_cls: 0.4130, d4.loss_bbox: 0.5564, loss: 3.8779, grad_norm: 55.4430
2024-03-24 20:30:06,015 - my_logger - INFO - 2024-03-26 15:09:02,000 - mmdet - INFO - Epoch [19][50/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5640, loss_bbox: 0.4013, d0.loss_cls: 0.4630, d0.loss_bbox: 0.4286 d1.loss_cls: 0.3082, d1.loss_bbox: 0.3917 d2.loss_cls: 0.5118, d2.loss_bbox: 0.5735 d3.loss_cls: 0.3991, d3.loss_bbox: 0.3242 d4.loss_cls: 0.5187, d4.loss_bbox: 0.5199, loss: 3.9041, grad_norm: 58.0257
2024-03-24 20:30:06,015 - my_logger - INFO - 2024-03-26 15:11:02,000 - mmdet - INFO - Epoch [19][100/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4533, loss_bbox: 0.3796, d0.loss_cls: 0.5108, d0.loss_bbox: 0.4279 d1.loss_cls: 0.5510, d1.loss_bbox: 0.4385 d2.loss_cls: 0.5664, d2.loss_bbox: 0.3757 d3.loss_cls: 0.5595, d3.loss_bbox: 0.3421 d4.loss_cls: 0.3174, d4.loss_bbox: 0.4874, loss: 3.7776, grad_norm: 53.1112
2024-03-24 20:30:06,015 - my_logger - INFO - 2024-03-26 15:13:02,000 - mmdet - INFO - Epoch [19][150/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3203, loss_bbox: 0.4073, d0.loss_cls: 0.4084, d0.loss_bbox: 0.5032 d1.loss_cls: 0.3379, d1.loss_bbox: 0.4694 d2.loss_cls: 0.4429, d2.loss_bbox: 0.5935 d3.loss_cls: 0.4444, d3.loss_bbox: 0.3894 d4.loss_cls: 0.3296, d4.loss_bbox: 0.3519, loss: 3.5073, grad_norm: 50.0174
2024-03-24 20:30:06,016 - my_logger - INFO - 2024-03-26 15:15:02,000 - mmdet - INFO - Epoch [19][200/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5911, loss_bbox: 0.5450, d0.loss_cls: 0.3364, d0.loss_bbox: 0.4241 d1.loss_cls: 0.5842, d1.loss_bbox: 0.4973 d2.loss_cls: 0.3905, d2.loss_bbox: 0.4261 d3.loss_cls: 0.3974, d3.loss_bbox: 0.5995 d4.loss_cls: 0.5964, d4.loss_bbox: 0.3800, loss: 4.0495, grad_norm: 58.8651
2024-03-24 20:30:06,016 - my_logger - INFO - 2024-03-26 15:17:02,000 - mmdet - INFO - Epoch [19][250/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3675, loss_bbox: 0.5817, d0.loss_cls: 0.4251, d0.loss_bbox: 0.5677 d1.loss_cls: 0.4929, d1.loss_bbox: 0.3812 d2.loss_cls: 0.4674, d2.loss_bbox: 0.3316 d3.loss_cls: 0.5993, d3.loss_bbox: 0.3601 d4.loss_cls: 0.5876, d4.loss_bbox: 0.5102, loss: 3.9339, grad_norm: 51.2651
2024-03-24 20:30:06,016 - my_logger - INFO - 2024-03-26 15:19:02,000 - mmdet - INFO - Epoch [19][300/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3055, loss_bbox: 0.5245, d0.loss_cls: 0.5488, d0.loss_bbox: 0.4571 d1.loss_cls: 0.5619, d1.loss_bbox: 0.4149 d2.loss_cls: 0.5694, d2.loss_bbox: 0.5786 d3.loss_cls: 0.5602, d3.loss_bbox: 0.4607 d4.loss_cls: 0.4769, d4.loss_bbox: 0.5176, loss: 4.5775, grad_norm: 52.5476
2024-03-24 20:30:06,017 - my_logger - INFO - 2024-03-26 15:21:02,000 - mmdet - INFO - Epoch [19][350/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5310, loss_bbox: 0.4255, d0.loss_cls: 0.5613, d0.loss_bbox: 0.5953 d1.loss_cls: 0.4719, d1.loss_bbox: 0.4912 d2.loss_cls: 0.5050, d2.loss_bbox: 0.4216 d3.loss_cls: 0.4744, d3.loss_bbox: 0.5371 d4.loss_cls: 0.4212, d4.loss_bbox: 0.4770, loss: 3.7643, grad_norm: 53.6296
2024-03-24 20:30:06,022 - my_logger - INFO - 2024-03-26 15:23:02,000 - mmdet - INFO - Epoch [19][400/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2589, loss_bbox: 0.4628, d0.loss_cls: 0.3034, d0.loss_bbox: 0.4207 d1.loss_cls: 0.3735, d1.loss_bbox: 0.4084 d2.loss_cls: 0.5985, d2.loss_bbox: 0.4506 d3.loss_cls: 0.3486, d3.loss_bbox: 0.5231 d4.loss_cls: 0.4725, d4.loss_bbox: 0.5699, loss: 4.7294, grad_norm: 56.9058
2024-03-24 20:30:06,023 - my_logger - INFO - 2024-03-26 15:25:02,000 - mmdet - INFO - Epoch [19][450/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4660, loss_bbox: 0.5758, d0.loss_cls: 0.5619, d0.loss_bbox: 0.5118 d1.loss_cls: 0.5846, d1.loss_bbox: 0.4757 d2.loss_cls: 0.4236, d2.loss_bbox: 0.5671 d3.loss_cls: 0.4140, d3.loss_bbox: 0.3487 d4.loss_cls: 0.5590, d4.loss_bbox: 0.5249, loss: 4.0773, grad_norm: 59.0002
2024-03-24 20:30:06,023 - my_logger - INFO - 2024-03-26 15:27:02,000 - mmdet - INFO - Epoch [19][500/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5050, loss_bbox: 0.3013, d0.loss_cls: 0.3780, d0.loss_bbox: 0.5585 d1.loss_cls: 0.4502, d1.loss_bbox: 0.5272 d2.loss_cls: 0.5567, d2.loss_bbox: 0.3297 d3.loss_cls: 0.4406, d3.loss_bbox: 0.5604 d4.loss_cls: 0.5410, d4.loss_bbox: 0.5618, loss: 4.4273, grad_norm: 56.1224
2024-03-24 20:30:06,024 - my_logger - INFO - 2024-03-26 15:29:02,000 - mmdet - INFO - Epoch [19][550/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5959, loss_bbox: 0.3303, d0.loss_cls: 0.4942, d0.loss_bbox: 0.3350 d1.loss_cls: 0.5787, d1.loss_bbox: 0.3300 d2.loss_cls: 0.4676, d2.loss_bbox: 0.4798 d3.loss_cls: 0.4370, d3.loss_bbox: 0.5088 d4.loss_cls: 0.3821, d4.loss_bbox: 0.5451, loss: 4.3351, grad_norm: 58.0853
2024-03-24 20:30:06,024 - my_logger - INFO - 2024-03-26 15:31:02,000 - mmdet - INFO - Epoch [19][600/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3216, loss_bbox: 0.3987, d0.loss_cls: 0.3428, d0.loss_bbox: 0.5106 d1.loss_cls: 0.4582, d1.loss_bbox: 0.5106 d2.loss_cls: 0.4136, d2.loss_bbox: 0.5554 d3.loss_cls: 0.3876, d3.loss_bbox: 0.5059 d4.loss_cls: 0.3044, d4.loss_bbox: 0.3626, loss: 4.4293, grad_norm: 55.9026
2024-03-24 20:30:06,024 - my_logger - INFO - 2024-03-26 15:33:02,000 - mmdet - INFO - Epoch [19][650/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2681, loss_bbox: 0.5330, d0.loss_cls: 0.3895, d0.loss_bbox: 0.3552 d1.loss_cls: 0.3409, d1.loss_bbox: 0.4673 d2.loss_cls: 0.5430, d2.loss_bbox: 0.5386 d3.loss_cls: 0.3897, d3.loss_bbox: 0.4609 d4.loss_cls: 0.3284, d4.loss_bbox: 0.5370, loss: 4.1029, grad_norm: 55.2909
2024-03-24 20:30:06,024 - my_logger - INFO - 2024-03-26 15:35:02,000 - mmdet - INFO - Epoch [19][700/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5684, loss_bbox: 0.4412, d0.loss_cls: 0.4500, d0.loss_bbox: 0.3949 d1.loss_cls: 0.3540, d1.loss_bbox: 0.5633 d2.loss_cls: 0.5381, d2.loss_bbox: 0.3139 d3.loss_cls: 0.5471, d3.loss_bbox: 0.5771 d4.loss_cls: 0.4802, d4.loss_bbox: 0.4931, loss: 4.9164, grad_norm: 56.2304
2024-03-24 20:30:06,025 - my_logger - INFO - 2024-03-26 15:37:02,000 - mmdet - INFO - Epoch [19][750/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3039, loss_bbox: 0.3019, d0.loss_cls: 0.5674, d0.loss_bbox: 0.4500 d1.loss_cls: 0.3374, d1.loss_bbox: 0.3899 d2.loss_cls: 0.5167, d2.loss_bbox: 0.3562 d3.loss_cls: 0.5091, d3.loss_bbox: 0.3168 d4.loss_cls: 0.3596, d4.loss_bbox: 0.3101, loss: 3.9126, grad_norm: 59.7863
2024-03-24 20:30:06,025 - my_logger - INFO - 2024-03-26 15:39:02,000 - mmdet - INFO - Epoch [19][800/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5918, loss_bbox: 0.5924, d0.loss_cls: 0.3378, d0.loss_bbox: 0.3972 d1.loss_cls: 0.3876, d1.loss_bbox: 0.5397 d2.loss_cls: 0.4195, d2.loss_bbox: 0.5631 d3.loss_cls: 0.3934, d3.loss_bbox: 0.3356 d4.loss_cls: 0.3608, d4.loss_bbox: 0.4045, loss: 4.6729, grad_norm: 59.2517
2024-03-24 20:30:06,026 - my_logger - INFO - 2024-03-26 15:41:02,000 - mmdet - INFO - Epoch [19][850/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4299, loss_bbox: 0.3228, d0.loss_cls: 0.4236, d0.loss_bbox: 0.4173 d1.loss_cls: 0.3528, d1.loss_bbox: 0.5407 d2.loss_cls: 0.5326, d2.loss_bbox: 0.4884 d3.loss_cls: 0.3382, d3.loss_bbox: 0.4276 d4.loss_cls: 0.5324, d4.loss_bbox: 0.3505, loss: 4.8021, grad_norm: 56.3896
2024-03-24 20:30:06,026 - my_logger - INFO - 2024-03-26 15:43:02,000 - mmdet - INFO - Epoch [19][900/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2901, loss_bbox: 0.5647, d0.loss_cls: 0.3218, d0.loss_bbox: 0.4027 d1.loss_cls: 0.3248, d1.loss_bbox: 0.5812 d2.loss_cls: 0.3922, d2.loss_bbox: 0.5265 d3.loss_cls: 0.3843, d3.loss_bbox: 0.3415 d4.loss_cls: 0.5800, d4.loss_bbox: 0.3082, loss: 4.1112, grad_norm: 53.5178
2024-03-24 20:30:06,027 - my_logger - INFO - 2024-03-26 15:45:02,000 - mmdet - INFO - Epoch [19][950/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4506, loss_bbox: 0.3473, d0.loss_cls: 0.3937, d0.loss_bbox: 0.5827 d1.loss_cls: 0.5234, d1.loss_bbox: 0.3262 d2.loss_cls: 0.4619, d2.loss_bbox: 0.4131 d3.loss_cls: 0.5206, d3.loss_bbox: 0.5048 d4.loss_cls: 0.4572, d4.loss_bbox: 0.3209, loss: 3.6338, grad_norm: 55.3325
2024-03-24 20:30:06,027 - my_logger - INFO - 2024-03-26 15:47:02,000 - mmdet - INFO - Epoch [19][1000/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4126, loss_bbox: 0.5717, d0.loss_cls: 0.5414, d0.loss_bbox: 0.4227 d1.loss_cls: 0.3344, d1.loss_bbox: 0.3823 d2.loss_cls: 0.3815, d2.loss_bbox: 0.5637 d3.loss_cls: 0.5354, d3.loss_bbox: 0.5297 d4.loss_cls: 0.5919, d4.loss_bbox: 0.3114, loss: 3.8637, grad_norm: 55.2147
2024-03-24 20:30:06,028 - my_logger - INFO - 2024-03-26 15:49:02,000 - mmdet - INFO - Epoch [19][1050/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5326, loss_bbox: 0.3976, d0.loss_cls: 0.4347, d0.loss_bbox: 0.5935 d1.loss_cls: 0.4524, d1.loss_bbox: 0.4472 d2.loss_cls: 0.5123, d2.loss_bbox: 0.3493 d3.loss_cls: 0.4254, d3.loss_bbox: 0.3102 d4.loss_cls: 0.3130, d4.loss_bbox: 0.5679, loss: 3.7219, grad_norm: 56.9921
2024-03-24 20:30:06,028 - my_logger - INFO - 2024-03-26 15:51:02,000 - mmdet - INFO - Epoch [19][1100/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3036, loss_bbox: 0.5084, d0.loss_cls: 0.4060, d0.loss_bbox: 0.5952 d1.loss_cls: 0.4092, d1.loss_bbox: 0.3872 d2.loss_cls: 0.5504, d2.loss_bbox: 0.5542 d3.loss_cls: 0.3748, d3.loss_bbox: 0.4894 d4.loss_cls: 0.5161, d4.loss_bbox: 0.5368, loss: 4.0650, grad_norm: 56.3436
2024-03-24 20:30:06,028 - my_logger - INFO - 2024-03-26 15:53:02,000 - mmdet - INFO - Epoch [19][1150/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5249, loss_bbox: 0.4411, d0.loss_cls: 0.4040, d0.loss_bbox: 0.3783 d1.loss_cls: 0.4597, d1.loss_bbox: 0.3828 d2.loss_cls: 0.3812, d2.loss_bbox: 0.4376 d3.loss_cls: 0.5251, d3.loss_bbox: 0.3866 d4.loss_cls: 0.3050, d4.loss_bbox: 0.3006, loss: 4.3129, grad_norm: 58.6547
2024-03-24 20:30:06,029 - my_logger - INFO - 2024-03-26 15:55:02,000 - mmdet - INFO - Epoch [19][1200/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5208, loss_bbox: 0.4351, d0.loss_cls: 0.5592, d0.loss_bbox: 0.5075 d1.loss_cls: 0.3558, d1.loss_bbox: 0.5687 d2.loss_cls: 0.3279, d2.loss_bbox: 0.3489 d3.loss_cls: 0.3022, d3.loss_bbox: 0.5672 d4.loss_cls: 0.5027, d4.loss_bbox: 0.4140, loss: 4.9061, grad_norm: 53.7299
2024-03-24 20:30:06,029 - my_logger - INFO - 2024-03-26 15:57:02,000 - mmdet - INFO - Epoch [19][1250/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2728, loss_bbox: 0.3075, d0.loss_cls: 0.3979, d0.loss_bbox: 0.4999 d1.loss_cls: 0.4846, d1.loss_bbox: 0.5324 d2.loss_cls: 0.5060, d2.loss_bbox: 0.3069 d3.loss_cls: 0.4652, d3.loss_bbox: 0.3002 d4.loss_cls: 0.5886, d4.loss_bbox: 0.4680, loss: 4.1856, grad_norm: 55.9576
2024-03-24 20:30:06,030 - my_logger - INFO - 2024-03-26 15:59:02,000 - mmdet - INFO - Epoch [19][1300/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5908, loss_bbox: 0.4476, d0.loss_cls: 0.5941, d0.loss_bbox: 0.5020 d1.loss_cls: 0.5181, d1.loss_bbox: 0.4275 d2.loss_cls: 0.4935, d2.loss_bbox: 0.3101 d3.loss_cls: 0.5387, d3.loss_bbox: 0.4202 d4.loss_cls: 0.4742, d4.loss_bbox: 0.3044, loss: 4.6206, grad_norm: 53.9931
2024-03-24 20:30:06,030 - my_logger - INFO - 2024-03-26 16:01:02,000 - mmdet - INFO - Epoch [19][1350/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2966, loss_bbox: 0.4260, d0.loss_cls: 0.5306, d0.loss_bbox: 0.4497 d1.loss_cls: 0.5733, d1.loss_bbox: 0.5303 d2.loss_cls: 0.3196, d2.loss_bbox: 0.3841 d3.loss_cls: 0.5549, d3.loss_bbox: 0.3858 d4.loss_cls: 0.3719, d4.loss_bbox: 0.4330, loss: 4.5315, grad_norm: 50.8135
2024-03-24 20:30:06,030 - my_logger - INFO - 2024-03-26 16:03:02,000 - mmdet - INFO - Epoch [19][1400/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2592, loss_bbox: 0.5317, d0.loss_cls: 0.3829, d0.loss_bbox: 0.5177 d1.loss_cls: 0.3786, d1.loss_bbox: 0.5827 d2.loss_cls: 0.5535, d2.loss_bbox: 0.3474 d3.loss_cls: 0.4380, d3.loss_bbox: 0.4322 d4.loss_cls: 0.4208, d4.loss_bbox: 0.3673, loss: 4.9843, grad_norm: 50.3037
2024-03-24 20:30:06,031 - my_logger - INFO - 2024-03-26 16:05:02,000 - mmdet - INFO - Epoch [19][1450/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5143, loss_bbox: 0.5411, d0.loss_cls: 0.4122, d0.loss_bbox: 0.4638 d1.loss_cls: 0.3295, d1.loss_bbox: 0.4816 d2.loss_cls: 0.5829, d2.loss_bbox: 0.4559 d3.loss_cls: 0.3379, d3.loss_bbox: 0.5271 d4.loss_cls: 0.4173, d4.loss_bbox: 0.5362, loss: 4.6576, grad_norm: 51.2892
2024-03-24 20:30:06,031 - my_logger - INFO - 2024-03-26 16:07:02,000 - mmdet - INFO - Epoch [19][1500/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5531, loss_bbox: 0.3865, d0.loss_cls: 0.4908, d0.loss_bbox: 0.5667 d1.loss_cls: 0.5876, d1.loss_bbox: 0.3411 d2.loss_cls: 0.3175, d2.loss_bbox: 0.3048 d3.loss_cls: 0.3255, d3.loss_bbox: 0.3287 d4.loss_cls: 0.5450, d4.loss_bbox: 0.3621, loss: 3.8178, grad_norm: 57.1120
2024-03-24 20:30:06,031 - my_logger - INFO - 2024-03-26 16:09:02,000 - mmdet - INFO - Epoch [19][1550/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5467, loss_bbox: 0.3763, d0.loss_cls: 0.3884, d0.loss_bbox: 0.4848 d1.loss_cls: 0.5784, d1.loss_bbox: 0.3007 d2.loss_cls: 0.4375, d2.loss_bbox: 0.4745 d3.loss_cls: 0.3591, d3.loss_bbox: 0.5556 d4.loss_cls: 0.5548, d4.loss_bbox: 0.5754, loss: 4.9550, grad_norm: 57.1038
2024-03-24 20:30:06,032 - my_logger - INFO - 2024-03-26 16:11:02,000 - mmdet - INFO - Epoch [19][1600/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2972, loss_bbox: 0.3735, d0.loss_cls: 0.3362, d0.loss_bbox: 0.3698 d1.loss_cls: 0.3562, d1.loss_bbox: 0.3800 d2.loss_cls: 0.5607, d2.loss_bbox: 0.3076 d3.loss_cls: 0.3386, d3.loss_bbox: 0.5372 d4.loss_cls: 0.5167, d4.loss_bbox: 0.4160, loss: 4.6099, grad_norm: 54.5385
2024-03-24 20:30:06,038 - my_logger - INFO - 2024-03-26 16:13:02,000 - mmdet - INFO - Epoch [19][1650/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3138, loss_bbox: 0.4163, d0.loss_cls: 0.3688, d0.loss_bbox: 0.4844 d1.loss_cls: 0.5708, d1.loss_bbox: 0.4761 d2.loss_cls: 0.5622, d2.loss_bbox: 0.3671 d3.loss_cls: 0.3834, d3.loss_bbox: 0.3489 d4.loss_cls: 0.3811, d4.loss_bbox: 0.5680, loss: 4.2862, grad_norm: 58.9978
2024-03-24 20:30:06,038 - my_logger - INFO - 2024-03-26 16:15:02,000 - mmdet - INFO - Epoch [19][1700/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5453, loss_bbox: 0.4210, d0.loss_cls: 0.3409, d0.loss_bbox: 0.5405 d1.loss_cls: 0.4288, d1.loss_bbox: 0.5335 d2.loss_cls: 0.5230, d2.loss_bbox: 0.5038 d3.loss_cls: 0.3391, d3.loss_bbox: 0.4361 d4.loss_cls: 0.5616, d4.loss_bbox: 0.3412, loss: 3.5331, grad_norm: 55.5984
2024-03-24 20:30:06,038 - my_logger - INFO - 2024-03-26 16:17:02,000 - mmdet - INFO - Epoch [19][1750/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2812, loss_bbox: 0.5851, d0.loss_cls: 0.3923, d0.loss_bbox: 0.5011 d1.loss_cls: 0.4466, d1.loss_bbox: 0.4460 d2.loss_cls: 0.5612, d2.loss_bbox: 0.5827 d3.loss_cls: 0.3593, d3.loss_bbox: 0.3963 d4.loss_cls: 0.3280, d4.loss_bbox: 0.3781, loss: 3.8703, grad_norm: 59.4786
2024-03-24 20:30:06,039 - my_logger - INFO - 2024-03-26 16:19:02,000 - mmdet - INFO - Epoch [19][1800/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4749, loss_bbox: 0.5615, d0.loss_cls: 0.5354, d0.loss_bbox: 0.5973 d1.loss_cls: 0.5387, d1.loss_bbox: 0.5209 d2.loss_cls: 0.3077, d2.loss_bbox: 0.5872 d3.loss_cls: 0.5597, d3.loss_bbox: 0.3446 d4.loss_cls: 0.4537, d4.loss_bbox: 0.3170, loss: 4.9747, grad_norm: 58.0292
2024-03-24 20:30:06,039 - my_logger - INFO - 2024-03-26 16:21:02,000 - mmdet - INFO - Epoch [19][1850/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3884, loss_bbox: 0.5275, d0.loss_cls: 0.3580, d0.loss_bbox: 0.3673 d1.loss_cls: 0.5239, d1.loss_bbox: 0.5253 d2.loss_cls: 0.4402, d2.loss_bbox: 0.5283 d3.loss_cls: 0.5997, d3.loss_bbox: 0.3348 d4.loss_cls: 0.3769, d4.loss_bbox: 0.5041, loss: 4.9041, grad_norm: 57.4760
2024-03-24 20:30:06,040 - my_logger - INFO - 2024-03-26 16:23:02,000 - mmdet - INFO - Epoch [19][1900/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3762, loss_bbox: 0.5156, d0.loss_cls: 0.3979, d0.loss_bbox: 0.5628 d1.loss_cls: 0.5145, d1.loss_bbox: 0.5215 d2.loss_cls: 0.4668, d2.loss_bbox: 0.3455 d3.loss_cls: 0.3063, d3.loss_bbox: 0.3647 d4.loss_cls: 0.3715, d4.loss_bbox: 0.5963, loss: 4.8832, grad_norm: 56.8076
2024-03-24 20:30:06,040 - my_logger - INFO - 2024-03-26 16:25:02,000 - mmdet - INFO - Epoch [19][1950/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2712, loss_bbox: 0.5243, d0.loss_cls: 0.4698, d0.loss_bbox: 0.4415 d1.loss_cls: 0.3950, d1.loss_bbox: 0.4074 d2.loss_cls: 0.3196, d2.loss_bbox: 0.5835 d3.loss_cls: 0.3285, d3.loss_bbox: 0.4311 d4.loss_cls: 0.5108, d4.loss_bbox: 0.5951, loss: 3.5253, grad_norm: 54.2457
2024-03-24 20:30:06,040 - my_logger - INFO - 2024-03-26 16:27:02,000 - mmdet - INFO - Epoch [19][2000/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2974, loss_bbox: 0.3424, d0.loss_cls: 0.4287, d0.loss_bbox: 0.3214 d1.loss_cls: 0.5794, d1.loss_bbox: 0.4421 d2.loss_cls: 0.4640, d2.loss_bbox: 0.3317 d3.loss_cls: 0.5058, d3.loss_bbox: 0.3067 d4.loss_cls: 0.4968, d4.loss_bbox: 0.3976, loss: 4.7139, grad_norm: 59.0173
2024-03-24 20:30:06,041 - my_logger - INFO - 2024-03-26 16:29:02,000 - mmdet - INFO - Epoch [19][2050/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5804, loss_bbox: 0.5267, d0.loss_cls: 0.4896, d0.loss_bbox: 0.3943 d1.loss_cls: 0.4705, d1.loss_bbox: 0.3737 d2.loss_cls: 0.3451, d2.loss_bbox: 0.5963 d3.loss_cls: 0.3112, d3.loss_bbox: 0.5615 d4.loss_cls: 0.3323, d4.loss_bbox: 0.4618, loss: 4.2388, grad_norm: 52.2252
2024-03-24 20:30:06,041 - my_logger - INFO - 2024-03-26 16:31:02,000 - mmdet - INFO - Epoch [19][2100/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2551, loss_bbox: 0.3644, d0.loss_cls: 0.3640, d0.loss_bbox: 0.4177 d1.loss_cls: 0.3380, d1.loss_bbox: 0.5175 d2.loss_cls: 0.5811, d2.loss_bbox: 0.5576 d3.loss_cls: 0.3540, d3.loss_bbox: 0.5585 d4.loss_cls: 0.3948, d4.loss_bbox: 0.3902, loss: 3.8396, grad_norm: 56.0876
2024-03-24 20:30:06,041 - my_logger - INFO - 2024-03-26 16:33:02,000 - mmdet - INFO - Epoch [19][2150/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4026, loss_bbox: 0.3963, d0.loss_cls: 0.3603, d0.loss_bbox: 0.3173 d1.loss_cls: 0.4803, d1.loss_bbox: 0.5605 d2.loss_cls: 0.4128, d2.loss_bbox: 0.4305 d3.loss_cls: 0.4832, d3.loss_bbox: 0.3228 d4.loss_cls: 0.4752, d4.loss_bbox: 0.5793, loss: 4.2446, grad_norm: 57.3965
2024-03-24 20:30:06,042 - my_logger - INFO - 2024-03-26 16:35:02,000 - mmdet - INFO - Epoch [19][2200/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5095, loss_bbox: 0.5385, d0.loss_cls: 0.4788, d0.loss_bbox: 0.5176 d1.loss_cls: 0.5118, d1.loss_bbox: 0.5626 d2.loss_cls: 0.5335, d2.loss_bbox: 0.3104 d3.loss_cls: 0.4808, d3.loss_bbox: 0.4812 d4.loss_cls: 0.3251, d4.loss_bbox: 0.5774, loss: 3.8155, grad_norm: 54.8979
2024-03-24 20:30:06,042 - my_logger - INFO - 2024-03-26 16:37:02,000 - mmdet - INFO - Epoch [19][2250/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5835, loss_bbox: 0.5237, d0.loss_cls: 0.5909, d0.loss_bbox: 0.5920 d1.loss_cls: 0.5534, d1.loss_bbox: 0.4049 d2.loss_cls: 0.4858, d2.loss_bbox: 0.5984 d3.loss_cls: 0.4330, d3.loss_bbox: 0.3613 d4.loss_cls: 0.4735, d4.loss_bbox: 0.4269, loss: 4.5782, grad_norm: 59.5372
2024-03-24 20:30:06,043 - my_logger - INFO - 2024-03-26 16:39:02,000 - mmdet - INFO - Epoch [19][2300/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4687, loss_bbox: 0.5993, d0.loss_cls: 0.4798, d0.loss_bbox: 0.4319 d1.loss_cls: 0.3250, d1.loss_bbox: 0.4434 d2.loss_cls: 0.3007, d2.loss_bbox: 0.4652 d3.loss_cls: 0.3476, d3.loss_bbox: 0.5116 d4.loss_cls: 0.3131, d4.loss_bbox: 0.3690, loss: 4.5978, grad_norm: 51.1509
2024-03-24 20:30:06,043 - my_logger - INFO - 2024-03-26 16:41:02,000 - mmdet - INFO - Epoch [19][2350/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4855, loss_bbox: 0.3013, d0.loss_cls: 0.3631, d0.loss_bbox: 0.3688 d1.loss_cls: 0.5572, d1.loss_bbox: 0.5074 d2.loss_cls: 0.5412, d2.loss_bbox: 0.5370 d3.loss_cls: 0.4665, d3.loss_bbox: 0.5576 d4.loss_cls: 0.5668, d4.loss_bbox: 0.3680, loss: 4.2859, grad_norm: 51.9063
2024-03-24 20:30:06,043 - my_logger - INFO - 2024-03-26 16:43:02,000 - mmdet - INFO - Epoch [19][2400/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4566, loss_bbox: 0.4462, d0.loss_cls: 0.4536, d0.loss_bbox: 0.5251 d1.loss_cls: 0.4711, d1.loss_bbox: 0.3731 d2.loss_cls: 0.3797, d2.loss_bbox: 0.3496 d3.loss_cls: 0.5108, d3.loss_bbox: 0.4922 d4.loss_cls: 0.5979, d4.loss_bbox: 0.4380, loss: 4.1667, grad_norm: 54.4348
2024-03-24 20:30:06,044 - my_logger - INFO - 2024-03-26 16:45:02,000 - mmdet - INFO - Epoch [19][2450/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4456, loss_bbox: 0.3425, d0.loss_cls: 0.3025, d0.loss_bbox: 0.3595 d1.loss_cls: 0.4631, d1.loss_bbox: 0.5233 d2.loss_cls: 0.4131, d2.loss_bbox: 0.5694 d3.loss_cls: 0.4028, d3.loss_bbox: 0.5087 d4.loss_cls: 0.5539, d4.loss_bbox: 0.3203, loss: 4.2085, grad_norm: 53.7886
2024-03-24 20:30:06,044 - my_logger - INFO - 2024-03-26 16:47:02,000 - mmdet - INFO - Epoch [19][2500/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5423, loss_bbox: 0.3166, d0.loss_cls: 0.5440, d0.loss_bbox: 0.3205 d1.loss_cls: 0.5705, d1.loss_bbox: 0.3415 d2.loss_cls: 0.5581, d2.loss_bbox: 0.5593 d3.loss_cls: 0.4516, d3.loss_bbox: 0.4815 d4.loss_cls: 0.3318, d4.loss_bbox: 0.4503, loss: 3.7050, grad_norm: 54.6455
2024-03-24 20:30:06,045 - my_logger - INFO - 2024-03-26 16:49:02,000 - mmdet - INFO - Epoch [19][2550/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4737, loss_bbox: 0.5446, d0.loss_cls: 0.5184, d0.loss_bbox: 0.3176 d1.loss_cls: 0.4896, d1.loss_bbox: 0.4817 d2.loss_cls: 0.4750, d2.loss_bbox: 0.5144 d3.loss_cls: 0.5027, d3.loss_bbox: 0.3233 d4.loss_cls: 0.3711, d4.loss_bbox: 0.5389, loss: 4.5190, grad_norm: 52.6843
2024-03-24 20:30:06,045 - my_logger - INFO - 2024-03-26 16:51:02,000 - mmdet - INFO - Epoch [19][2600/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2895, loss_bbox: 0.4839, d0.loss_cls: 0.5856, d0.loss_bbox: 0.4246 d1.loss_cls: 0.3070, d1.loss_bbox: 0.5936 d2.loss_cls: 0.3052, d2.loss_bbox: 0.5980 d3.loss_cls: 0.3531, d3.loss_bbox: 0.4995 d4.loss_cls: 0.4480, d4.loss_bbox: 0.3639, loss: 4.9011, grad_norm: 50.7510
2024-03-24 20:30:06,046 - my_logger - INFO - 2024-03-26 16:53:02,000 - mmdet - INFO - Epoch [19][2650/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5087, loss_bbox: 0.4016, d0.loss_cls: 0.3549, d0.loss_bbox: 0.5892 d1.loss_cls: 0.3961, d1.loss_bbox: 0.4445 d2.loss_cls: 0.3389, d2.loss_bbox: 0.4436 d3.loss_cls: 0.5457, d3.loss_bbox: 0.3750 d4.loss_cls: 0.4497, d4.loss_bbox: 0.3829, loss: 4.9279, grad_norm: 53.5465
2024-03-24 20:30:06,046 - my_logger - INFO - 2024-03-26 16:55:02,000 - mmdet - INFO - Epoch [19][2700/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5238, loss_bbox: 0.5766, d0.loss_cls: 0.4498, d0.loss_bbox: 0.4451 d1.loss_cls: 0.3577, d1.loss_bbox: 0.3099 d2.loss_cls: 0.4236, d2.loss_bbox: 0.5663 d3.loss_cls: 0.3008, d3.loss_bbox: 0.4415 d4.loss_cls: 0.4646, d4.loss_bbox: 0.4768, loss: 4.9429, grad_norm: 53.3723
2024-03-24 20:30:06,047 - my_logger - INFO - 2024-03-26 16:57:02,000 - mmdet - INFO - Epoch [19][2750/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2640, loss_bbox: 0.4632, d0.loss_cls: 0.4733, d0.loss_bbox: 0.5596 d1.loss_cls: 0.5487, d1.loss_bbox: 0.4464 d2.loss_cls: 0.5659, d2.loss_bbox: 0.5652 d3.loss_cls: 0.3730, d3.loss_bbox: 0.5500 d4.loss_cls: 0.3526, d4.loss_bbox: 0.4490, loss: 4.8157, grad_norm: 53.5665
2024-03-24 20:30:06,047 - my_logger - INFO - 2024-03-26 16:59:02,000 - mmdet - INFO - Epoch [19][2800/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4060, loss_bbox: 0.4836, d0.loss_cls: 0.3026, d0.loss_bbox: 0.4699 d1.loss_cls: 0.5801, d1.loss_bbox: 0.3530 d2.loss_cls: 0.4406, d2.loss_bbox: 0.4502 d3.loss_cls: 0.4283, d3.loss_bbox: 0.3702 d4.loss_cls: 0.4918, d4.loss_bbox: 0.4101, loss: 4.2404, grad_norm: 51.7900
2024-03-24 20:30:06,047 - my_logger - INFO - 2024-03-26 17:01:02,000 - mmdet - INFO - Epoch [19][2850/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3314, loss_bbox: 0.5777, d0.loss_cls: 0.5528, d0.loss_bbox: 0.5898 d1.loss_cls: 0.3631, d1.loss_bbox: 0.5448 d2.loss_cls: 0.4898, d2.loss_bbox: 0.4173 d3.loss_cls: 0.3775, d3.loss_bbox: 0.3394 d4.loss_cls: 0.4745, d4.loss_bbox: 0.3090, loss: 4.5383, grad_norm: 58.5533
2024-03-24 20:30:06,048 - my_logger - INFO - 2024-03-26 17:03:02,000 - mmdet - INFO - Epoch [19][2900/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5953, loss_bbox: 0.4108, d0.loss_cls: 0.3895, d0.loss_bbox: 0.3927 d1.loss_cls: 0.5921, d1.loss_bbox: 0.4187 d2.loss_cls: 0.3434, d2.loss_bbox: 0.4011 d3.loss_cls: 0.3397, d3.loss_bbox: 0.5591 d4.loss_cls: 0.5730, d4.loss_bbox: 0.5623, loss: 4.4618, grad_norm: 59.3960
2024-03-24 20:30:06,056 - my_logger - INFO - 2024-03-26 17:05:02,000 - mmdet - INFO - Epoch [19][2950/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2792, loss_bbox: 0.4196, d0.loss_cls: 0.4676, d0.loss_bbox: 0.4996 d1.loss_cls: 0.4324, d1.loss_bbox: 0.4007 d2.loss_cls: 0.4023, d2.loss_bbox: 0.5589 d3.loss_cls: 0.5112, d3.loss_bbox: 0.4085 d4.loss_cls: 0.4913, d4.loss_bbox: 0.5583, loss: 3.6375, grad_norm: 58.2096
2024-03-24 20:30:06,056 - my_logger - INFO - 2024-03-26 17:07:02,000 - mmdet - INFO - Epoch [19][3000/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3984, loss_bbox: 0.3830, d0.loss_cls: 0.4103, d0.loss_bbox: 0.3411 d1.loss_cls: 0.4951, d1.loss_bbox: 0.5693 d2.loss_cls: 0.4185, d2.loss_bbox: 0.5234 d3.loss_cls: 0.4601, d3.loss_bbox: 0.4234 d4.loss_cls: 0.3858, d4.loss_bbox: 0.5332, loss: 4.9688, grad_norm: 58.8070
2024-03-24 20:30:06,057 - my_logger - INFO - 2024-03-26 17:09:02,000 - mmdet - INFO - Epoch [19][3050/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3022, loss_bbox: 0.3629, d0.loss_cls: 0.4496, d0.loss_bbox: 0.5184 d1.loss_cls: 0.4831, d1.loss_bbox: 0.3234 d2.loss_cls: 0.5965, d2.loss_bbox: 0.3309 d3.loss_cls: 0.3406, d3.loss_bbox: 0.4837 d4.loss_cls: 0.4035, d4.loss_bbox: 0.5194, loss: 4.8004, grad_norm: 57.8727
2024-03-24 20:30:06,057 - my_logger - INFO - 2024-03-26 17:11:02,000 - mmdet - INFO - Epoch [19][3100/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4352, loss_bbox: 0.4469, d0.loss_cls: 0.4579, d0.loss_bbox: 0.3737 d1.loss_cls: 0.4779, d1.loss_bbox: 0.4910 d2.loss_cls: 0.4581, d2.loss_bbox: 0.5406 d3.loss_cls: 0.4217, d3.loss_bbox: 0.4962 d4.loss_cls: 0.5647, d4.loss_bbox: 0.5096, loss: 3.9148, grad_norm: 54.1511
2024-03-24 20:30:06,057 - my_logger - INFO - 2024-03-26 17:13:02,000 - mmdet - INFO - Epoch [19][3150/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4321, loss_bbox: 0.3490, d0.loss_cls: 0.5582, d0.loss_bbox: 0.5613 d1.loss_cls: 0.3222, d1.loss_bbox: 0.4526 d2.loss_cls: 0.3849, d2.loss_bbox: 0.4998 d3.loss_cls: 0.3244, d3.loss_bbox: 0.4654 d4.loss_cls: 0.4720, d4.loss_bbox: 0.5360, loss: 4.5239, grad_norm: 50.3636
2024-03-24 20:30:06,058 - my_logger - INFO - 2024-03-26 17:15:02,000 - mmdet - INFO - Epoch [19][3200/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2825, loss_bbox: 0.3493, d0.loss_cls: 0.4104, d0.loss_bbox: 0.3314 d1.loss_cls: 0.3999, d1.loss_bbox: 0.3017 d2.loss_cls: 0.3760, d2.loss_bbox: 0.3273 d3.loss_cls: 0.5668, d3.loss_bbox: 0.5343 d4.loss_cls: 0.5899, d4.loss_bbox: 0.4853, loss: 4.9409, grad_norm: 57.5012
2024-03-24 20:30:06,058 - my_logger - INFO - 2024-03-26 17:17:02,000 - mmdet - INFO - Epoch [19][3250/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3872, loss_bbox: 0.3292, d0.loss_cls: 0.4459, d0.loss_bbox: 0.3117 d1.loss_cls: 0.5085, d1.loss_bbox: 0.4363 d2.loss_cls: 0.4802, d2.loss_bbox: 0.5621 d3.loss_cls: 0.4352, d3.loss_bbox: 0.3448 d4.loss_cls: 0.3132, d4.loss_bbox: 0.4612, loss: 4.5261, grad_norm: 55.6961
2024-03-24 20:30:06,059 - my_logger - INFO - 2024-03-26 17:19:02,000 - mmdet - INFO - Epoch [19][3300/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3373, loss_bbox: 0.3010, d0.loss_cls: 0.3449, d0.loss_bbox: 0.3733 d1.loss_cls: 0.5456, d1.loss_bbox: 0.3660 d2.loss_cls: 0.4071, d2.loss_bbox: 0.5176 d3.loss_cls: 0.5402, d3.loss_bbox: 0.5571 d4.loss_cls: 0.4915, d4.loss_bbox: 0.3787, loss: 3.5330, grad_norm: 58.1659
2024-03-24 20:30:06,059 - my_logger - INFO - 2024-03-26 17:21:02,000 - mmdet - INFO - Epoch [19][3350/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5849, loss_bbox: 0.5378, d0.loss_cls: 0.4253, d0.loss_bbox: 0.3291 d1.loss_cls: 0.4004, d1.loss_bbox: 0.3567 d2.loss_cls: 0.4729, d2.loss_bbox: 0.3453 d3.loss_cls: 0.5536, d3.loss_bbox: 0.4892 d4.loss_cls: 0.4975, d4.loss_bbox: 0.4711, loss: 4.1651, grad_norm: 58.7819
2024-03-24 20:30:06,059 - my_logger - INFO - 2024-03-26 17:23:02,000 - mmdet - INFO - Epoch [19][3400/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2606, loss_bbox: 0.4346, d0.loss_cls: 0.5684, d0.loss_bbox: 0.5311 d1.loss_cls: 0.5101, d1.loss_bbox: 0.5196 d2.loss_cls: 0.3776, d2.loss_bbox: 0.5519 d3.loss_cls: 0.3555, d3.loss_bbox: 0.4866 d4.loss_cls: 0.3240, d4.loss_bbox: 0.5624, loss: 3.6246, grad_norm: 54.4208
2024-03-24 20:30:06,060 - my_logger - INFO - 2024-03-26 17:25:02,000 - mmdet - INFO - Epoch [19][3450/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2678, loss_bbox: 0.4969, d0.loss_cls: 0.3217, d0.loss_bbox: 0.5429 d1.loss_cls: 0.5243, d1.loss_bbox: 0.4727 d2.loss_cls: 0.3216, d2.loss_bbox: 0.5538 d3.loss_cls: 0.4424, d3.loss_bbox: 0.3002 d4.loss_cls: 0.3500, d4.loss_bbox: 0.3248, loss: 4.9782, grad_norm: 56.6785
2024-03-24 20:30:06,060 - my_logger - INFO - 2024-03-26 17:27:02,000 - mmdet - INFO - Epoch [19][3500/3517][Batch size: 50]	lr: 2.227e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2538, loss_bbox: 0.5817, d0.loss_cls: 0.5453, d0.loss_bbox: 0.5763 d1.loss_cls: 0.3324, d1.loss_bbox: 0.4618 d2.loss_cls: 0.5073, d2.loss_bbox: 0.5212 d3.loss_cls: 0.5769, d3.loss_bbox: 0.4496 d4.loss_cls: 0.4997, d4.loss_bbox: 0.3007, loss: 3.7010, grad_norm: 50.8331
2024-03-24 20:30:06,061 - my_logger - INFO - 2024-03-26 17:29:02,000 - mmdet - INFO - Epoch [20][0/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3436, loss_bbox: 0.5367, d0.loss_cls: 0.5983, d0.loss_bbox: 0.4216 d1.loss_cls: 0.4417, d1.loss_bbox: 0.3663 d2.loss_cls: 0.5684, d2.loss_bbox: 0.5461 d3.loss_cls: 0.5307, d3.loss_bbox: 0.4351 d4.loss_cls: 0.3839, d4.loss_bbox: 0.5955, loss: 4.0651, grad_norm: 55.3008
2024-03-24 20:30:06,061 - my_logger - INFO - 2024-03-26 17:31:02,000 - mmdet - INFO - Epoch [20][50/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3101, loss_bbox: 0.4414, d0.loss_cls: 0.4862, d0.loss_bbox: 0.5328 d1.loss_cls: 0.4986, d1.loss_bbox: 0.3097 d2.loss_cls: 0.5216, d2.loss_bbox: 0.3092 d3.loss_cls: 0.3869, d3.loss_bbox: 0.5722 d4.loss_cls: 0.5199, d4.loss_bbox: 0.3569, loss: 4.8862, grad_norm: 51.9540
2024-03-24 20:30:06,062 - my_logger - INFO - 2024-03-26 17:33:02,000 - mmdet - INFO - Epoch [20][100/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5413, loss_bbox: 0.4877, d0.loss_cls: 0.5206, d0.loss_bbox: 0.4548 d1.loss_cls: 0.3445, d1.loss_bbox: 0.5222 d2.loss_cls: 0.3639, d2.loss_bbox: 0.4303 d3.loss_cls: 0.4973, d3.loss_bbox: 0.5926 d4.loss_cls: 0.4742, d4.loss_bbox: 0.5034, loss: 4.7822, grad_norm: 50.9228
2024-03-24 20:30:06,062 - my_logger - INFO - 2024-03-26 17:35:02,000 - mmdet - INFO - Epoch [20][150/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5652, loss_bbox: 0.5221, d0.loss_cls: 0.4491, d0.loss_bbox: 0.4013 d1.loss_cls: 0.5668, d1.loss_bbox: 0.5573 d2.loss_cls: 0.3418, d2.loss_bbox: 0.3433 d3.loss_cls: 0.4515, d3.loss_bbox: 0.5145 d4.loss_cls: 0.5380, d4.loss_bbox: 0.3555, loss: 4.5408, grad_norm: 56.4929
2024-03-24 20:30:06,062 - my_logger - INFO - 2024-03-26 17:37:02,000 - mmdet - INFO - Epoch [20][200/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5018, loss_bbox: 0.4589, d0.loss_cls: 0.4220, d0.loss_bbox: 0.5874 d1.loss_cls: 0.3952, d1.loss_bbox: 0.4425 d2.loss_cls: 0.5142, d2.loss_bbox: 0.4752 d3.loss_cls: 0.4948, d3.loss_bbox: 0.3284 d4.loss_cls: 0.3212, d4.loss_bbox: 0.4662, loss: 4.6202, grad_norm: 54.9953
2024-03-24 20:30:06,063 - my_logger - INFO - 2024-03-26 17:39:02,000 - mmdet - INFO - Epoch [20][250/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3976, loss_bbox: 0.4581, d0.loss_cls: 0.3122, d0.loss_bbox: 0.5393 d1.loss_cls: 0.3722, d1.loss_bbox: 0.3918 d2.loss_cls: 0.3685, d2.loss_bbox: 0.4961 d3.loss_cls: 0.3493, d3.loss_bbox: 0.5410 d4.loss_cls: 0.5666, d4.loss_bbox: 0.5191, loss: 4.6284, grad_norm: 58.6674
2024-03-24 20:30:06,064 - my_logger - INFO - 2024-03-26 17:41:02,000 - mmdet - INFO - Epoch [20][300/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4282, loss_bbox: 0.5521, d0.loss_cls: 0.3691, d0.loss_bbox: 0.5305 d1.loss_cls: 0.4204, d1.loss_bbox: 0.5993 d2.loss_cls: 0.4354, d2.loss_bbox: 0.3157 d3.loss_cls: 0.4224, d3.loss_bbox: 0.3476 d4.loss_cls: 0.3474, d4.loss_bbox: 0.3202, loss: 4.9505, grad_norm: 55.2152
2024-03-24 20:30:06,064 - my_logger - INFO - 2024-03-26 17:43:02,000 - mmdet - INFO - Epoch [20][350/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5829, loss_bbox: 0.4341, d0.loss_cls: 0.5178, d0.loss_bbox: 0.4354 d1.loss_cls: 0.5948, d1.loss_bbox: 0.3366 d2.loss_cls: 0.3096, d2.loss_bbox: 0.4394 d3.loss_cls: 0.5563, d3.loss_bbox: 0.4471 d4.loss_cls: 0.3844, d4.loss_bbox: 0.5123, loss: 4.1109, grad_norm: 55.7462
2024-03-24 20:30:06,065 - my_logger - INFO - 2024-03-26 17:45:02,000 - mmdet - INFO - Epoch [20][400/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3045, loss_bbox: 0.5340, d0.loss_cls: 0.5556, d0.loss_bbox: 0.4180 d1.loss_cls: 0.4520, d1.loss_bbox: 0.3566 d2.loss_cls: 0.5771, d2.loss_bbox: 0.5880 d3.loss_cls: 0.5906, d3.loss_bbox: 0.5173 d4.loss_cls: 0.4508, d4.loss_bbox: 0.3566, loss: 4.3076, grad_norm: 58.7489
2024-03-24 20:30:06,065 - my_logger - INFO - 2024-03-26 17:47:02,000 - mmdet - INFO - Epoch [20][450/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2700, loss_bbox: 0.4242, d0.loss_cls: 0.3032, d0.loss_bbox: 0.4813 d1.loss_cls: 0.5609, d1.loss_bbox: 0.5705 d2.loss_cls: 0.4100, d2.loss_bbox: 0.3564 d3.loss_cls: 0.4094, d3.loss_bbox: 0.3332 d4.loss_cls: 0.3654, d4.loss_bbox: 0.4307, loss: 4.1141, grad_norm: 56.3797
2024-03-24 20:30:06,065 - my_logger - INFO - 2024-03-26 17:49:02,000 - mmdet - INFO - Epoch [20][500/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5650, loss_bbox: 0.4951, d0.loss_cls: 0.3332, d0.loss_bbox: 0.4018 d1.loss_cls: 0.5626, d1.loss_bbox: 0.3877 d2.loss_cls: 0.3114, d2.loss_bbox: 0.4607 d3.loss_cls: 0.5313, d3.loss_bbox: 0.3547 d4.loss_cls: 0.3401, d4.loss_bbox: 0.5445, loss: 4.2252, grad_norm: 58.7504
2024-03-24 20:30:06,066 - my_logger - INFO - 2024-03-26 17:51:02,000 - mmdet - INFO - Epoch [20][550/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5428, loss_bbox: 0.3541, d0.loss_cls: 0.5338, d0.loss_bbox: 0.4368 d1.loss_cls: 0.5763, d1.loss_bbox: 0.4530 d2.loss_cls: 0.5221, d2.loss_bbox: 0.3659 d3.loss_cls: 0.5368, d3.loss_bbox: 0.4977 d4.loss_cls: 0.5539, d4.loss_bbox: 0.4604, loss: 4.7036, grad_norm: 56.6472
2024-03-24 20:30:06,066 - my_logger - INFO - 2024-03-26 17:53:02,000 - mmdet - INFO - Epoch [20][600/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2835, loss_bbox: 0.4506, d0.loss_cls: 0.3723, d0.loss_bbox: 0.5963 d1.loss_cls: 0.4005, d1.loss_bbox: 0.4745 d2.loss_cls: 0.5733, d2.loss_bbox: 0.3914 d3.loss_cls: 0.5109, d3.loss_bbox: 0.3496 d4.loss_cls: 0.5041, d4.loss_bbox: 0.4948, loss: 3.6766, grad_norm: 50.4829
2024-03-24 20:30:06,066 - my_logger - INFO - 2024-03-26 17:55:02,000 - mmdet - INFO - Epoch [20][650/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3561, loss_bbox: 0.5525, d0.loss_cls: 0.4529, d0.loss_bbox: 0.3167 d1.loss_cls: 0.5187, d1.loss_bbox: 0.5514 d2.loss_cls: 0.4735, d2.loss_bbox: 0.5891 d3.loss_cls: 0.4312, d3.loss_bbox: 0.3767 d4.loss_cls: 0.4193, d4.loss_bbox: 0.3817, loss: 4.6038, grad_norm: 57.4512
2024-03-24 20:30:06,067 - my_logger - INFO - 2024-03-26 17:57:02,000 - mmdet - INFO - Epoch [20][700/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4496, loss_bbox: 0.5547, d0.loss_cls: 0.4981, d0.loss_bbox: 0.4653 d1.loss_cls: 0.3451, d1.loss_bbox: 0.4368 d2.loss_cls: 0.3300, d2.loss_bbox: 0.5184 d3.loss_cls: 0.3059, d3.loss_bbox: 0.5633 d4.loss_cls: 0.4384, d4.loss_bbox: 0.5506, loss: 4.8326, grad_norm: 56.6675
2024-03-24 20:30:06,067 - my_logger - INFO - 2024-03-26 17:59:02,000 - mmdet - INFO - Epoch [20][750/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5985, loss_bbox: 0.5452, d0.loss_cls: 0.4014, d0.loss_bbox: 0.3401 d1.loss_cls: 0.4804, d1.loss_bbox: 0.4948 d2.loss_cls: 0.4735, d2.loss_bbox: 0.4188 d3.loss_cls: 0.4807, d3.loss_bbox: 0.5356 d4.loss_cls: 0.4465, d4.loss_bbox: 0.4315, loss: 3.6148, grad_norm: 57.6004
2024-03-24 20:30:06,068 - my_logger - INFO - 2024-03-26 18:01:02,000 - mmdet - INFO - Epoch [20][800/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5263, loss_bbox: 0.5567, d0.loss_cls: 0.4102, d0.loss_bbox: 0.5314 d1.loss_cls: 0.5508, d1.loss_bbox: 0.5341 d2.loss_cls: 0.3683, d2.loss_bbox: 0.3386 d3.loss_cls: 0.5469, d3.loss_bbox: 0.5431 d4.loss_cls: 0.3972, d4.loss_bbox: 0.4791, loss: 3.9872, grad_norm: 53.9303
2024-03-24 20:30:06,068 - my_logger - INFO - 2024-03-26 18:03:02,000 - mmdet - INFO - Epoch [20][850/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4811, loss_bbox: 0.4236, d0.loss_cls: 0.3659, d0.loss_bbox: 0.5654 d1.loss_cls: 0.3238, d1.loss_bbox: 0.5445 d2.loss_cls: 0.5163, d2.loss_bbox: 0.4275 d3.loss_cls: 0.5034, d3.loss_bbox: 0.4444 d4.loss_cls: 0.4058, d4.loss_bbox: 0.5083, loss: 4.5847, grad_norm: 58.3108
2024-03-24 20:30:06,068 - my_logger - INFO - 2024-03-26 18:05:02,000 - mmdet - INFO - Epoch [20][900/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2559, loss_bbox: 0.5381, d0.loss_cls: 0.5811, d0.loss_bbox: 0.4482 d1.loss_cls: 0.5563, d1.loss_bbox: 0.3150 d2.loss_cls: 0.4241, d2.loss_bbox: 0.5920 d3.loss_cls: 0.5324, d3.loss_bbox: 0.4887 d4.loss_cls: 0.5825, d4.loss_bbox: 0.5383, loss: 3.5875, grad_norm: 55.1510
2024-03-24 20:30:06,069 - my_logger - INFO - 2024-03-26 18:07:02,000 - mmdet - INFO - Epoch [20][950/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4819, loss_bbox: 0.4479, d0.loss_cls: 0.3685, d0.loss_bbox: 0.3544 d1.loss_cls: 0.3059, d1.loss_bbox: 0.5076 d2.loss_cls: 0.3199, d2.loss_bbox: 0.5550 d3.loss_cls: 0.5914, d3.loss_bbox: 0.5306 d4.loss_cls: 0.4533, d4.loss_bbox: 0.3754, loss: 3.8794, grad_norm: 57.0637
2024-03-24 20:30:06,069 - my_logger - INFO - 2024-03-26 18:09:02,000 - mmdet - INFO - Epoch [20][1000/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2576, loss_bbox: 0.4695, d0.loss_cls: 0.3589, d0.loss_bbox: 0.3887 d1.loss_cls: 0.4360, d1.loss_bbox: 0.3392 d2.loss_cls: 0.5564, d2.loss_bbox: 0.4664 d3.loss_cls: 0.5875, d3.loss_bbox: 0.3305 d4.loss_cls: 0.4119, d4.loss_bbox: 0.5472, loss: 4.6367, grad_norm: 52.3020
2024-03-24 20:30:06,069 - my_logger - INFO - 2024-03-26 18:11:02,000 - mmdet - INFO - Epoch [20][1050/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3260, loss_bbox: 0.4669, d0.loss_cls: 0.4784, d0.loss_bbox: 0.3597 d1.loss_cls: 0.3123, d1.loss_bbox: 0.4005 d2.loss_cls: 0.4580, d2.loss_bbox: 0.3977 d3.loss_cls: 0.4697, d3.loss_bbox: 0.3746 d4.loss_cls: 0.4432, d4.loss_bbox: 0.5840, loss: 3.9893, grad_norm: 55.1361
2024-03-24 20:30:06,070 - my_logger - INFO - 2024-03-26 18:13:02,000 - mmdet - INFO - Epoch [20][1100/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5524, loss_bbox: 0.4506, d0.loss_cls: 0.3026, d0.loss_bbox: 0.3024 d1.loss_cls: 0.5541, d1.loss_bbox: 0.4382 d2.loss_cls: 0.4142, d2.loss_bbox: 0.5642 d3.loss_cls: 0.4576, d3.loss_bbox: 0.3965 d4.loss_cls: 0.3319, d4.loss_bbox: 0.4254, loss: 4.0525, grad_norm: 59.9124
2024-03-24 20:30:06,070 - my_logger - INFO - 2024-03-26 18:15:02,000 - mmdet - INFO - Epoch [20][1150/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2730, loss_bbox: 0.3583, d0.loss_cls: 0.5538, d0.loss_bbox: 0.4964 d1.loss_cls: 0.4298, d1.loss_bbox: 0.5555 d2.loss_cls: 0.4639, d2.loss_bbox: 0.3178 d3.loss_cls: 0.5337, d3.loss_bbox: 0.3101 d4.loss_cls: 0.3722, d4.loss_bbox: 0.5165, loss: 4.5394, grad_norm: 59.9110
2024-03-24 20:30:06,071 - my_logger - INFO - 2024-03-26 18:17:02,000 - mmdet - INFO - Epoch [20][1200/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5786, loss_bbox: 0.5454, d0.loss_cls: 0.3961, d0.loss_bbox: 0.3726 d1.loss_cls: 0.4948, d1.loss_bbox: 0.5841 d2.loss_cls: 0.4849, d2.loss_bbox: 0.3287 d3.loss_cls: 0.4672, d3.loss_bbox: 0.3508 d4.loss_cls: 0.5536, d4.loss_bbox: 0.3089, loss: 4.2102, grad_norm: 54.0994
2024-03-24 20:30:06,071 - my_logger - INFO - 2024-03-26 18:19:02,000 - mmdet - INFO - Epoch [20][1250/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4200, loss_bbox: 0.3171, d0.loss_cls: 0.3117, d0.loss_bbox: 0.4889 d1.loss_cls: 0.3685, d1.loss_bbox: 0.4461 d2.loss_cls: 0.5295, d2.loss_bbox: 0.5242 d3.loss_cls: 0.4197, d3.loss_bbox: 0.3146 d4.loss_cls: 0.5829, d4.loss_bbox: 0.5701, loss: 4.9042, grad_norm: 53.4658
2024-03-24 20:30:06,071 - my_logger - INFO - 2024-03-26 18:21:02,000 - mmdet - INFO - Epoch [20][1300/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2830, loss_bbox: 0.3448, d0.loss_cls: 0.3120, d0.loss_bbox: 0.5727 d1.loss_cls: 0.4365, d1.loss_bbox: 0.3577 d2.loss_cls: 0.3749, d2.loss_bbox: 0.5590 d3.loss_cls: 0.3536, d3.loss_bbox: 0.3829 d4.loss_cls: 0.3008, d4.loss_bbox: 0.5331, loss: 3.8932, grad_norm: 57.8984
2024-03-24 20:30:06,072 - my_logger - INFO - 2024-03-26 18:23:02,000 - mmdet - INFO - Epoch [20][1350/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3151, loss_bbox: 0.3579, d0.loss_cls: 0.5501, d0.loss_bbox: 0.5016 d1.loss_cls: 0.3416, d1.loss_bbox: 0.3434 d2.loss_cls: 0.3920, d2.loss_bbox: 0.4467 d3.loss_cls: 0.3201, d3.loss_bbox: 0.4539 d4.loss_cls: 0.4871, d4.loss_bbox: 0.3675, loss: 4.7456, grad_norm: 54.5505
2024-03-24 20:30:06,072 - my_logger - INFO - 2024-03-26 18:25:02,000 - mmdet - INFO - Epoch [20][1400/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5161, loss_bbox: 0.4033, d0.loss_cls: 0.4024, d0.loss_bbox: 0.5202 d1.loss_cls: 0.5468, d1.loss_bbox: 0.5982 d2.loss_cls: 0.4830, d2.loss_bbox: 0.4934 d3.loss_cls: 0.4304, d3.loss_bbox: 0.3784 d4.loss_cls: 0.4277, d4.loss_bbox: 0.3484, loss: 3.9275, grad_norm: 55.1187
2024-03-24 20:30:06,072 - my_logger - INFO - 2024-03-26 18:27:02,000 - mmdet - INFO - Epoch [20][1450/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4877, loss_bbox: 0.3478, d0.loss_cls: 0.3874, d0.loss_bbox: 0.4409 d1.loss_cls: 0.4975, d1.loss_bbox: 0.5692 d2.loss_cls: 0.4499, d2.loss_bbox: 0.3199 d3.loss_cls: 0.4410, d3.loss_bbox: 0.4148 d4.loss_cls: 0.3162, d4.loss_bbox: 0.5975, loss: 4.8795, grad_norm: 52.2099
2024-03-24 20:30:06,073 - my_logger - INFO - 2024-03-26 18:29:02,000 - mmdet - INFO - Epoch [20][1500/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4465, loss_bbox: 0.4879, d0.loss_cls: 0.5772, d0.loss_bbox: 0.3064 d1.loss_cls: 0.5530, d1.loss_bbox: 0.3921 d2.loss_cls: 0.5129, d2.loss_bbox: 0.5881 d3.loss_cls: 0.4718, d3.loss_bbox: 0.4487 d4.loss_cls: 0.5316, d4.loss_bbox: 0.3080, loss: 4.1448, grad_norm: 54.8376
2024-03-24 20:30:06,073 - my_logger - INFO - 2024-03-26 18:31:02,000 - mmdet - INFO - Epoch [20][1550/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5650, loss_bbox: 0.4900, d0.loss_cls: 0.5840, d0.loss_bbox: 0.5732 d1.loss_cls: 0.5629, d1.loss_bbox: 0.4147 d2.loss_cls: 0.4540, d2.loss_bbox: 0.5785 d3.loss_cls: 0.4283, d3.loss_bbox: 0.3895 d4.loss_cls: 0.4949, d4.loss_bbox: 0.5753, loss: 4.8806, grad_norm: 57.9142
2024-03-24 20:30:06,073 - my_logger - INFO - 2024-03-26 18:33:02,000 - mmdet - INFO - Epoch [20][1600/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5681, loss_bbox: 0.4687, d0.loss_cls: 0.4997, d0.loss_bbox: 0.4867 d1.loss_cls: 0.4271, d1.loss_bbox: 0.5210 d2.loss_cls: 0.5184, d2.loss_bbox: 0.3614 d3.loss_cls: 0.4660, d3.loss_bbox: 0.3391 d4.loss_cls: 0.5611, d4.loss_bbox: 0.4185, loss: 4.1402, grad_norm: 57.3645
2024-03-24 20:30:06,074 - my_logger - INFO - 2024-03-26 18:35:02,000 - mmdet - INFO - Epoch [20][1650/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5086, loss_bbox: 0.5717, d0.loss_cls: 0.3289, d0.loss_bbox: 0.5765 d1.loss_cls: 0.4274, d1.loss_bbox: 0.5732 d2.loss_cls: 0.4754, d2.loss_bbox: 0.5805 d3.loss_cls: 0.3287, d3.loss_bbox: 0.4186 d4.loss_cls: 0.3049, d4.loss_bbox: 0.5300, loss: 3.7333, grad_norm: 59.1832
2024-03-24 20:30:06,074 - my_logger - INFO - 2024-03-26 18:37:02,000 - mmdet - INFO - Epoch [20][1700/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5822, loss_bbox: 0.4856, d0.loss_cls: 0.5436, d0.loss_bbox: 0.3043 d1.loss_cls: 0.5911, d1.loss_bbox: 0.3719 d2.loss_cls: 0.5243, d2.loss_bbox: 0.5131 d3.loss_cls: 0.4682, d3.loss_bbox: 0.3534 d4.loss_cls: 0.5708, d4.loss_bbox: 0.5085, loss: 3.9888, grad_norm: 53.0232
2024-03-24 20:30:06,075 - my_logger - INFO - 2024-03-26 18:39:02,000 - mmdet - INFO - Epoch [20][1750/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5079, loss_bbox: 0.4278, d0.loss_cls: 0.4263, d0.loss_bbox: 0.5098 d1.loss_cls: 0.4657, d1.loss_bbox: 0.5339 d2.loss_cls: 0.3463, d2.loss_bbox: 0.5620 d3.loss_cls: 0.5275, d3.loss_bbox: 0.5349 d4.loss_cls: 0.5261, d4.loss_bbox: 0.5964, loss: 3.9944, grad_norm: 50.7592
2024-03-24 20:30:06,075 - my_logger - INFO - 2024-03-26 18:41:02,000 - mmdet - INFO - Epoch [20][1800/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5336, loss_bbox: 0.3322, d0.loss_cls: 0.5203, d0.loss_bbox: 0.4120 d1.loss_cls: 0.5954, d1.loss_bbox: 0.4200 d2.loss_cls: 0.3955, d2.loss_bbox: 0.4532 d3.loss_cls: 0.3622, d3.loss_bbox: 0.3985 d4.loss_cls: 0.4625, d4.loss_bbox: 0.4202, loss: 4.9667, grad_norm: 55.8577
2024-03-24 20:30:06,075 - my_logger - INFO - 2024-03-26 18:43:02,000 - mmdet - INFO - Epoch [20][1850/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4825, loss_bbox: 0.3897, d0.loss_cls: 0.5378, d0.loss_bbox: 0.4176 d1.loss_cls: 0.4438, d1.loss_bbox: 0.4037 d2.loss_cls: 0.4380, d2.loss_bbox: 0.3574 d3.loss_cls: 0.5189, d3.loss_bbox: 0.5766 d4.loss_cls: 0.3334, d4.loss_bbox: 0.3123, loss: 3.5002, grad_norm: 59.5523
2024-03-24 20:30:06,076 - my_logger - INFO - 2024-03-26 18:45:02,000 - mmdet - INFO - Epoch [20][1900/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5121, loss_bbox: 0.3196, d0.loss_cls: 0.4967, d0.loss_bbox: 0.3760 d1.loss_cls: 0.5650, d1.loss_bbox: 0.4284 d2.loss_cls: 0.3383, d2.loss_bbox: 0.4201 d3.loss_cls: 0.4862, d3.loss_bbox: 0.4440 d4.loss_cls: 0.5422, d4.loss_bbox: 0.5997, loss: 4.6373, grad_norm: 56.9901
2024-03-24 20:30:06,076 - my_logger - INFO - 2024-03-26 18:47:02,000 - mmdet - INFO - Epoch [20][1950/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4491, loss_bbox: 0.4218, d0.loss_cls: 0.5455, d0.loss_bbox: 0.4836 d1.loss_cls: 0.5634, d1.loss_bbox: 0.5380 d2.loss_cls: 0.4167, d2.loss_bbox: 0.3415 d3.loss_cls: 0.3432, d3.loss_bbox: 0.4799 d4.loss_cls: 0.4204, d4.loss_bbox: 0.3158, loss: 4.6954, grad_norm: 54.0116
2024-03-24 20:30:06,077 - my_logger - INFO - 2024-03-26 18:49:02,000 - mmdet - INFO - Epoch [20][2000/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2855, loss_bbox: 0.3177, d0.loss_cls: 0.5196, d0.loss_bbox: 0.5577 d1.loss_cls: 0.4200, d1.loss_bbox: 0.3513 d2.loss_cls: 0.5165, d2.loss_bbox: 0.4485 d3.loss_cls: 0.5825, d3.loss_bbox: 0.4273 d4.loss_cls: 0.5644, d4.loss_bbox: 0.3263, loss: 4.0279, grad_norm: 58.0680
2024-03-24 20:30:06,077 - my_logger - INFO - 2024-03-26 18:51:02,000 - mmdet - INFO - Epoch [20][2050/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4748, loss_bbox: 0.4648, d0.loss_cls: 0.5041, d0.loss_bbox: 0.5209 d1.loss_cls: 0.4662, d1.loss_bbox: 0.3256 d2.loss_cls: 0.3349, d2.loss_bbox: 0.5548 d3.loss_cls: 0.4909, d3.loss_bbox: 0.5043 d4.loss_cls: 0.4232, d4.loss_bbox: 0.3467, loss: 4.7927, grad_norm: 55.6338
2024-03-24 20:30:06,077 - my_logger - INFO - 2024-03-26 18:53:02,000 - mmdet - INFO - Epoch [20][2100/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5483, loss_bbox: 0.3889, d0.loss_cls: 0.5161, d0.loss_bbox: 0.4110 d1.loss_cls: 0.5189, d1.loss_bbox: 0.4803 d2.loss_cls: 0.3641, d2.loss_bbox: 0.4481 d3.loss_cls: 0.4613, d3.loss_bbox: 0.4714 d4.loss_cls: 0.5007, d4.loss_bbox: 0.3480, loss: 4.4832, grad_norm: 51.5882
2024-03-24 20:30:06,078 - my_logger - INFO - 2024-03-26 18:55:02,000 - mmdet - INFO - Epoch [20][2150/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4384, loss_bbox: 0.5266, d0.loss_cls: 0.5084, d0.loss_bbox: 0.3120 d1.loss_cls: 0.3120, d1.loss_bbox: 0.4666 d2.loss_cls: 0.5633, d2.loss_bbox: 0.4680 d3.loss_cls: 0.4881, d3.loss_bbox: 0.3910 d4.loss_cls: 0.5331, d4.loss_bbox: 0.5389, loss: 4.9937, grad_norm: 57.1909
2024-03-24 20:30:06,078 - my_logger - INFO - 2024-03-26 18:57:02,000 - mmdet - INFO - Epoch [20][2200/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3047, loss_bbox: 0.3399, d0.loss_cls: 0.5976, d0.loss_bbox: 0.5918 d1.loss_cls: 0.4198, d1.loss_bbox: 0.3378 d2.loss_cls: 0.3781, d2.loss_bbox: 0.3514 d3.loss_cls: 0.3964, d3.loss_bbox: 0.3199 d4.loss_cls: 0.3028, d4.loss_bbox: 0.4110, loss: 4.4566, grad_norm: 52.3590
2024-03-24 20:30:06,079 - my_logger - INFO - 2024-03-26 18:59:02,000 - mmdet - INFO - Epoch [20][2250/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3643, loss_bbox: 0.3130, d0.loss_cls: 0.5580, d0.loss_bbox: 0.5219 d1.loss_cls: 0.3762, d1.loss_bbox: 0.4483 d2.loss_cls: 0.3077, d2.loss_bbox: 0.3497 d3.loss_cls: 0.3712, d3.loss_bbox: 0.4554 d4.loss_cls: 0.3148, d4.loss_bbox: 0.4703, loss: 4.3846, grad_norm: 52.4076
2024-03-24 20:30:06,085 - my_logger - INFO - 2024-03-26 19:01:02,000 - mmdet - INFO - Epoch [20][2300/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5897, loss_bbox: 0.3205, d0.loss_cls: 0.3441, d0.loss_bbox: 0.3407 d1.loss_cls: 0.3702, d1.loss_bbox: 0.4275 d2.loss_cls: 0.5299, d2.loss_bbox: 0.3231 d3.loss_cls: 0.4404, d3.loss_bbox: 0.4393 d4.loss_cls: 0.4581, d4.loss_bbox: 0.5923, loss: 4.4037, grad_norm: 57.3746
2024-03-24 20:30:06,086 - my_logger - INFO - 2024-03-26 19:03:02,000 - mmdet - INFO - Epoch [20][2350/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4347, loss_bbox: 0.5659, d0.loss_cls: 0.3591, d0.loss_bbox: 0.5607 d1.loss_cls: 0.3467, d1.loss_bbox: 0.5810 d2.loss_cls: 0.5911, d2.loss_bbox: 0.5438 d3.loss_cls: 0.3329, d3.loss_bbox: 0.5436 d4.loss_cls: 0.5534, d4.loss_bbox: 0.3061, loss: 4.8281, grad_norm: 51.2268
2024-03-24 20:30:06,086 - my_logger - INFO - 2024-03-26 19:05:02,000 - mmdet - INFO - Epoch [20][2400/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5306, loss_bbox: 0.4900, d0.loss_cls: 0.5539, d0.loss_bbox: 0.5623 d1.loss_cls: 0.3264, d1.loss_bbox: 0.5371 d2.loss_cls: 0.5077, d2.loss_bbox: 0.4904 d3.loss_cls: 0.5764, d3.loss_bbox: 0.5038 d4.loss_cls: 0.4204, d4.loss_bbox: 0.5681, loss: 4.7986, grad_norm: 50.2898
2024-03-24 20:30:06,087 - my_logger - INFO - 2024-03-26 19:07:02,000 - mmdet - INFO - Epoch [20][2450/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5760, loss_bbox: 0.5625, d0.loss_cls: 0.5281, d0.loss_bbox: 0.4427 d1.loss_cls: 0.3614, d1.loss_bbox: 0.3862 d2.loss_cls: 0.3479, d2.loss_bbox: 0.4705 d3.loss_cls: 0.5299, d3.loss_bbox: 0.4341 d4.loss_cls: 0.3315, d4.loss_bbox: 0.5855, loss: 4.1154, grad_norm: 55.6473
2024-03-24 20:30:06,087 - my_logger - INFO - 2024-03-26 19:09:02,000 - mmdet - INFO - Epoch [20][2500/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5643, loss_bbox: 0.5601, d0.loss_cls: 0.3212, d0.loss_bbox: 0.5863 d1.loss_cls: 0.4189, d1.loss_bbox: 0.4716 d2.loss_cls: 0.5452, d2.loss_bbox: 0.4591 d3.loss_cls: 0.3837, d3.loss_bbox: 0.3879 d4.loss_cls: 0.4438, d4.loss_bbox: 0.3002, loss: 4.4828, grad_norm: 56.6306
2024-03-24 20:30:06,088 - my_logger - INFO - 2024-03-26 19:11:02,000 - mmdet - INFO - Epoch [20][2550/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4332, loss_bbox: 0.3538, d0.loss_cls: 0.3702, d0.loss_bbox: 0.4490 d1.loss_cls: 0.3132, d1.loss_bbox: 0.5097 d2.loss_cls: 0.5633, d2.loss_bbox: 0.5910 d3.loss_cls: 0.4487, d3.loss_bbox: 0.3270 d4.loss_cls: 0.5042, d4.loss_bbox: 0.5108, loss: 4.1093, grad_norm: 57.4105
2024-03-24 20:30:06,088 - my_logger - INFO - 2024-03-26 19:13:02,000 - mmdet - INFO - Epoch [20][2600/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5534, loss_bbox: 0.4203, d0.loss_cls: 0.4266, d0.loss_bbox: 0.4406 d1.loss_cls: 0.3694, d1.loss_bbox: 0.4202 d2.loss_cls: 0.4625, d2.loss_bbox: 0.5224 d3.loss_cls: 0.5364, d3.loss_bbox: 0.5554 d4.loss_cls: 0.5362, d4.loss_bbox: 0.3658, loss: 4.1131, grad_norm: 59.9430
2024-03-24 20:30:06,088 - my_logger - INFO - 2024-03-26 19:15:02,000 - mmdet - INFO - Epoch [20][2650/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4184, loss_bbox: 0.4553, d0.loss_cls: 0.5869, d0.loss_bbox: 0.5301 d1.loss_cls: 0.5948, d1.loss_bbox: 0.5327 d2.loss_cls: 0.3633, d2.loss_bbox: 0.4464 d3.loss_cls: 0.5807, d3.loss_bbox: 0.5440 d4.loss_cls: 0.3305, d4.loss_bbox: 0.5344, loss: 4.4850, grad_norm: 57.8812
2024-03-24 20:30:06,089 - my_logger - INFO - 2024-03-26 19:17:02,000 - mmdet - INFO - Epoch [20][2700/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5096, loss_bbox: 0.3333, d0.loss_cls: 0.3248, d0.loss_bbox: 0.4039 d1.loss_cls: 0.4549, d1.loss_bbox: 0.3301 d2.loss_cls: 0.4040, d2.loss_bbox: 0.4871 d3.loss_cls: 0.5841, d3.loss_bbox: 0.3162 d4.loss_cls: 0.5659, d4.loss_bbox: 0.5592, loss: 3.5221, grad_norm: 57.9586
2024-03-24 20:30:06,089 - my_logger - INFO - 2024-03-26 19:19:02,000 - mmdet - INFO - Epoch [20][2750/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4486, loss_bbox: 0.3915, d0.loss_cls: 0.4153, d0.loss_bbox: 0.3658 d1.loss_cls: 0.3353, d1.loss_bbox: 0.3994 d2.loss_cls: 0.3225, d2.loss_bbox: 0.5710 d3.loss_cls: 0.5047, d3.loss_bbox: 0.5272 d4.loss_cls: 0.3774, d4.loss_bbox: 0.4168, loss: 3.6369, grad_norm: 59.9260
2024-03-24 20:30:06,090 - my_logger - INFO - 2024-03-26 19:21:02,000 - mmdet - INFO - Epoch [20][2800/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2692, loss_bbox: 0.4777, d0.loss_cls: 0.3838, d0.loss_bbox: 0.4997 d1.loss_cls: 0.4214, d1.loss_bbox: 0.4975 d2.loss_cls: 0.5700, d2.loss_bbox: 0.5262 d3.loss_cls: 0.4923, d3.loss_bbox: 0.4765 d4.loss_cls: 0.5664, d4.loss_bbox: 0.3348, loss: 3.6322, grad_norm: 57.6136
2024-03-24 20:30:06,090 - my_logger - INFO - 2024-03-26 19:23:02,000 - mmdet - INFO - Epoch [20][2850/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3817, loss_bbox: 0.3704, d0.loss_cls: 0.5566, d0.loss_bbox: 0.4676 d1.loss_cls: 0.5148, d1.loss_bbox: 0.5321 d2.loss_cls: 0.5203, d2.loss_bbox: 0.5385 d3.loss_cls: 0.4920, d3.loss_bbox: 0.3197 d4.loss_cls: 0.5157, d4.loss_bbox: 0.4850, loss: 4.2351, grad_norm: 59.9647
2024-03-24 20:30:06,090 - my_logger - INFO - 2024-03-26 19:25:02,000 - mmdet - INFO - Epoch [20][2900/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3805, loss_bbox: 0.3091, d0.loss_cls: 0.3985, d0.loss_bbox: 0.4608 d1.loss_cls: 0.3100, d1.loss_bbox: 0.3828 d2.loss_cls: 0.5767, d2.loss_bbox: 0.4215 d3.loss_cls: 0.4205, d3.loss_bbox: 0.4568 d4.loss_cls: 0.5864, d4.loss_bbox: 0.5115, loss: 3.5935, grad_norm: 53.9873
2024-03-24 20:30:06,091 - my_logger - INFO - 2024-03-26 19:27:02,000 - mmdet - INFO - Epoch [20][2950/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5453, loss_bbox: 0.4460, d0.loss_cls: 0.4502, d0.loss_bbox: 0.3656 d1.loss_cls: 0.5386, d1.loss_bbox: 0.4706 d2.loss_cls: 0.5796, d2.loss_bbox: 0.3379 d3.loss_cls: 0.4194, d3.loss_bbox: 0.5879 d4.loss_cls: 0.3133, d4.loss_bbox: 0.5048, loss: 3.8991, grad_norm: 50.3766
2024-03-24 20:30:06,091 - my_logger - INFO - 2024-03-26 19:29:02,000 - mmdet - INFO - Epoch [20][3000/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5590, loss_bbox: 0.3902, d0.loss_cls: 0.3123, d0.loss_bbox: 0.4603 d1.loss_cls: 0.4710, d1.loss_bbox: 0.5235 d2.loss_cls: 0.5978, d2.loss_bbox: 0.4261 d3.loss_cls: 0.4220, d3.loss_bbox: 0.4686 d4.loss_cls: 0.4973, d4.loss_bbox: 0.5270, loss: 3.7627, grad_norm: 51.6300
2024-03-24 20:30:06,092 - my_logger - INFO - 2024-03-26 19:31:02,000 - mmdet - INFO - Epoch [20][3050/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4225, loss_bbox: 0.4390, d0.loss_cls: 0.4623, d0.loss_bbox: 0.5524 d1.loss_cls: 0.4767, d1.loss_bbox: 0.4291 d2.loss_cls: 0.3412, d2.loss_bbox: 0.5802 d3.loss_cls: 0.4008, d3.loss_bbox: 0.3681 d4.loss_cls: 0.4012, d4.loss_bbox: 0.4243, loss: 4.9540, grad_norm: 58.1082
2024-03-24 20:30:06,092 - my_logger - INFO - 2024-03-26 19:33:02,000 - mmdet - INFO - Epoch [20][3100/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5884, loss_bbox: 0.3821, d0.loss_cls: 0.4746, d0.loss_bbox: 0.4122 d1.loss_cls: 0.4899, d1.loss_bbox: 0.4720 d2.loss_cls: 0.4015, d2.loss_bbox: 0.3533 d3.loss_cls: 0.3406, d3.loss_bbox: 0.4219 d4.loss_cls: 0.5071, d4.loss_bbox: 0.4343, loss: 3.5274, grad_norm: 50.6954
2024-03-24 20:30:06,092 - my_logger - INFO - 2024-03-26 19:35:02,000 - mmdet - INFO - Epoch [20][3150/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5777, loss_bbox: 0.3480, d0.loss_cls: 0.5585, d0.loss_bbox: 0.4982 d1.loss_cls: 0.4983, d1.loss_bbox: 0.3706 d2.loss_cls: 0.5371, d2.loss_bbox: 0.5063 d3.loss_cls: 0.4361, d3.loss_bbox: 0.5297 d4.loss_cls: 0.4377, d4.loss_bbox: 0.3820, loss: 3.8732, grad_norm: 52.5579
2024-03-24 20:30:06,093 - my_logger - INFO - 2024-03-26 19:37:02,000 - mmdet - INFO - Epoch [20][3200/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3314, loss_bbox: 0.4038, d0.loss_cls: 0.5365, d0.loss_bbox: 0.3034 d1.loss_cls: 0.5931, d1.loss_bbox: 0.5116 d2.loss_cls: 0.4643, d2.loss_bbox: 0.4931 d3.loss_cls: 0.5466, d3.loss_bbox: 0.3928 d4.loss_cls: 0.3158, d4.loss_bbox: 0.4701, loss: 3.8473, grad_norm: 53.0953
2024-03-24 20:30:06,093 - my_logger - INFO - 2024-03-26 19:39:02,000 - mmdet - INFO - Epoch [20][3250/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2592, loss_bbox: 0.4407, d0.loss_cls: 0.5129, d0.loss_bbox: 0.3624 d1.loss_cls: 0.5738, d1.loss_bbox: 0.3793 d2.loss_cls: 0.3250, d2.loss_bbox: 0.3656 d3.loss_cls: 0.4330, d3.loss_bbox: 0.5310 d4.loss_cls: 0.4166, d4.loss_bbox: 0.3103, loss: 4.3518, grad_norm: 56.9377
2024-03-24 20:30:06,094 - my_logger - INFO - 2024-03-26 19:41:02,000 - mmdet - INFO - Epoch [20][3300/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2979, loss_bbox: 0.4425, d0.loss_cls: 0.3529, d0.loss_bbox: 0.3730 d1.loss_cls: 0.4761, d1.loss_bbox: 0.3752 d2.loss_cls: 0.5762, d2.loss_bbox: 0.3978 d3.loss_cls: 0.5648, d3.loss_bbox: 0.4770 d4.loss_cls: 0.4086, d4.loss_bbox: 0.4328, loss: 4.5895, grad_norm: 50.4072
2024-03-24 20:30:06,094 - my_logger - INFO - 2024-03-26 19:43:02,000 - mmdet - INFO - Epoch [20][3350/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2625, loss_bbox: 0.4714, d0.loss_cls: 0.4505, d0.loss_bbox: 0.4582 d1.loss_cls: 0.5871, d1.loss_bbox: 0.4569 d2.loss_cls: 0.5948, d2.loss_bbox: 0.3780 d3.loss_cls: 0.4306, d3.loss_bbox: 0.4262 d4.loss_cls: 0.5890, d4.loss_bbox: 0.3924, loss: 3.7353, grad_norm: 52.4376
2024-03-24 20:30:06,095 - my_logger - INFO - 2024-03-26 19:45:02,000 - mmdet - INFO - Epoch [20][3400/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3202, loss_bbox: 0.3788, d0.loss_cls: 0.5285, d0.loss_bbox: 0.4031 d1.loss_cls: 0.5500, d1.loss_bbox: 0.4709 d2.loss_cls: 0.3798, d2.loss_bbox: 0.5808 d3.loss_cls: 0.4932, d3.loss_bbox: 0.5885 d4.loss_cls: 0.3471, d4.loss_bbox: 0.4828, loss: 3.8809, grad_norm: 50.7139
2024-03-24 20:30:06,102 - my_logger - INFO - 2024-03-26 19:47:02,000 - mmdet - INFO - Epoch [20][3450/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4112, loss_bbox: 0.5379, d0.loss_cls: 0.3882, d0.loss_bbox: 0.3599 d1.loss_cls: 0.5710, d1.loss_bbox: 0.5060 d2.loss_cls: 0.5397, d2.loss_bbox: 0.5437 d3.loss_cls: 0.3794, d3.loss_bbox: 0.5195 d4.loss_cls: 0.3736, d4.loss_bbox: 0.3836, loss: 3.5158, grad_norm: 50.2544
2024-03-24 20:30:06,104 - my_logger - INFO - 2024-03-26 19:49:02,000 - mmdet - INFO - Epoch [20][3500/3517][Batch size: 50]	lr: 2.115e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5727, loss_bbox: 0.4034, d0.loss_cls: 0.3444, d0.loss_bbox: 0.5034 d1.loss_cls: 0.4289, d1.loss_bbox: 0.5974 d2.loss_cls: 0.4678, d2.loss_bbox: 0.5848 d3.loss_cls: 0.4418, d3.loss_bbox: 0.5735 d4.loss_cls: 0.4219, d4.loss_bbox: 0.5959, loss: 3.7890, grad_norm: 53.1819
2024-03-24 20:30:06,104 - my_logger - INFO - Saving checkpoint at 20 epochs
2024-03-24 20:30:06,104 - my_logger - INFO - Metric NDS: 41.4043
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mAP: 38.9318
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mATE: 0.7733
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mASE: 0.3881
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mAOE: 0.4160
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mAVE: 0.3454
2024-03-24 20:30:06,105 - my_logger - INFO - Metric mAAE: 0.1885
2024-03-24 20:30:06,106 - my_logger - INFO - 2024-03-26 19:51:02,000 - mmdet - INFO - Epoch [21][0/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4911, loss_bbox: 0.5260, d0.loss_cls: 0.5194, d0.loss_bbox: 0.5898 d1.loss_cls: 0.3713, d1.loss_bbox: 0.5622 d2.loss_cls: 0.4049, d2.loss_bbox: 0.3499 d3.loss_cls: 0.4414, d3.loss_bbox: 0.5282 d4.loss_cls: 0.4166, d4.loss_bbox: 0.5706, loss: 3.9864, grad_norm: 51.3187
2024-03-24 20:30:06,106 - my_logger - INFO - 2024-03-26 19:53:02,000 - mmdet - INFO - Epoch [21][50/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3375, loss_bbox: 0.5372, d0.loss_cls: 0.4949, d0.loss_bbox: 0.3502 d1.loss_cls: 0.3183, d1.loss_bbox: 0.3433 d2.loss_cls: 0.3489, d2.loss_bbox: 0.3954 d3.loss_cls: 0.4312, d3.loss_bbox: 0.3418 d4.loss_cls: 0.4679, d4.loss_bbox: 0.4492, loss: 4.9595, grad_norm: 57.4276
2024-03-24 20:30:06,106 - my_logger - INFO - 2024-03-26 19:55:02,000 - mmdet - INFO - Epoch [21][100/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5740, loss_bbox: 0.4754, d0.loss_cls: 0.5693, d0.loss_bbox: 0.4857 d1.loss_cls: 0.4086, d1.loss_bbox: 0.4846 d2.loss_cls: 0.3271, d2.loss_bbox: 0.5440 d3.loss_cls: 0.3696, d3.loss_bbox: 0.4380 d4.loss_cls: 0.4805, d4.loss_bbox: 0.4169, loss: 4.1904, grad_norm: 52.0511
2024-03-24 20:30:06,107 - my_logger - INFO - 2024-03-26 19:57:02,000 - mmdet - INFO - Epoch [21][150/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3640, loss_bbox: 0.3787, d0.loss_cls: 0.3669, d0.loss_bbox: 0.3271 d1.loss_cls: 0.5442, d1.loss_bbox: 0.3048 d2.loss_cls: 0.4758, d2.loss_bbox: 0.4442 d3.loss_cls: 0.3328, d3.loss_bbox: 0.3388 d4.loss_cls: 0.4389, d4.loss_bbox: 0.4345, loss: 4.3108, grad_norm: 55.0882
2024-03-24 20:30:06,107 - my_logger - INFO - 2024-03-26 19:59:02,000 - mmdet - INFO - Epoch [21][200/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2850, loss_bbox: 0.5995, d0.loss_cls: 0.5669, d0.loss_bbox: 0.3311 d1.loss_cls: 0.3925, d1.loss_bbox: 0.5302 d2.loss_cls: 0.5788, d2.loss_bbox: 0.5293 d3.loss_cls: 0.3612, d3.loss_bbox: 0.3789 d4.loss_cls: 0.5091, d4.loss_bbox: 0.4531, loss: 4.7309, grad_norm: 52.6800
2024-03-24 20:30:06,107 - my_logger - INFO - 2024-03-26 20:01:02,000 - mmdet - INFO - Epoch [21][250/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2856, loss_bbox: 0.5512, d0.loss_cls: 0.4854, d0.loss_bbox: 0.3231 d1.loss_cls: 0.4062, d1.loss_bbox: 0.4135 d2.loss_cls: 0.4695, d2.loss_bbox: 0.5363 d3.loss_cls: 0.5662, d3.loss_bbox: 0.4127 d4.loss_cls: 0.5495, d4.loss_bbox: 0.5662, loss: 3.6872, grad_norm: 54.2279
2024-03-24 20:30:06,108 - my_logger - INFO - 2024-03-26 20:03:02,000 - mmdet - INFO - Epoch [21][300/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4754, loss_bbox: 0.5725, d0.loss_cls: 0.4958, d0.loss_bbox: 0.5352 d1.loss_cls: 0.4036, d1.loss_bbox: 0.4929 d2.loss_cls: 0.5825, d2.loss_bbox: 0.3899 d3.loss_cls: 0.3753, d3.loss_bbox: 0.5341 d4.loss_cls: 0.3113, d4.loss_bbox: 0.4235, loss: 4.2247, grad_norm: 55.8581
2024-03-24 20:30:06,108 - my_logger - INFO - 2024-03-26 20:05:02,000 - mmdet - INFO - Epoch [21][350/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4313, loss_bbox: 0.4964, d0.loss_cls: 0.5912, d0.loss_bbox: 0.3786 d1.loss_cls: 0.3356, d1.loss_bbox: 0.3525 d2.loss_cls: 0.5262, d2.loss_bbox: 0.5680 d3.loss_cls: 0.4392, d3.loss_bbox: 0.3256 d4.loss_cls: 0.5687, d4.loss_bbox: 0.5398, loss: 4.4869, grad_norm: 52.0083
2024-03-24 20:30:06,109 - my_logger - INFO - 2024-03-26 20:07:02,000 - mmdet - INFO - Epoch [21][400/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5162, loss_bbox: 0.4958, d0.loss_cls: 0.3075, d0.loss_bbox: 0.5358 d1.loss_cls: 0.5333, d1.loss_bbox: 0.3549 d2.loss_cls: 0.4543, d2.loss_bbox: 0.5671 d3.loss_cls: 0.3783, d3.loss_bbox: 0.3583 d4.loss_cls: 0.3345, d4.loss_bbox: 0.4577, loss: 4.2606, grad_norm: 52.2320
2024-03-24 20:30:06,109 - my_logger - INFO - 2024-03-26 20:09:02,000 - mmdet - INFO - Epoch [21][450/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2628, loss_bbox: 0.5090, d0.loss_cls: 0.4909, d0.loss_bbox: 0.5149 d1.loss_cls: 0.4088, d1.loss_bbox: 0.3860 d2.loss_cls: 0.3709, d2.loss_bbox: 0.3120 d3.loss_cls: 0.5714, d3.loss_bbox: 0.4478 d4.loss_cls: 0.3394, d4.loss_bbox: 0.3780, loss: 3.6798, grad_norm: 55.2720
2024-03-24 20:30:06,110 - my_logger - INFO - 2024-03-26 20:11:02,000 - mmdet - INFO - Epoch [21][500/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5602, loss_bbox: 0.5649, d0.loss_cls: 0.4621, d0.loss_bbox: 0.5425 d1.loss_cls: 0.3446, d1.loss_bbox: 0.4918 d2.loss_cls: 0.4459, d2.loss_bbox: 0.5164 d3.loss_cls: 0.5651, d3.loss_bbox: 0.4559 d4.loss_cls: 0.4655, d4.loss_bbox: 0.5440, loss: 3.5895, grad_norm: 51.0952
2024-03-24 20:30:06,110 - my_logger - INFO - 2024-03-26 20:13:02,000 - mmdet - INFO - Epoch [21][550/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2727, loss_bbox: 0.5091, d0.loss_cls: 0.5677, d0.loss_bbox: 0.3186 d1.loss_cls: 0.4778, d1.loss_bbox: 0.5846 d2.loss_cls: 0.5699, d2.loss_bbox: 0.4573 d3.loss_cls: 0.5083, d3.loss_bbox: 0.5624 d4.loss_cls: 0.3308, d4.loss_bbox: 0.5462, loss: 4.2604, grad_norm: 50.4272
2024-03-24 20:30:06,111 - my_logger - INFO - 2024-03-26 20:15:02,000 - mmdet - INFO - Epoch [21][600/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4846, loss_bbox: 0.3386, d0.loss_cls: 0.5248, d0.loss_bbox: 0.4297 d1.loss_cls: 0.5735, d1.loss_bbox: 0.3203 d2.loss_cls: 0.4010, d2.loss_bbox: 0.4617 d3.loss_cls: 0.4124, d3.loss_bbox: 0.3360 d4.loss_cls: 0.3148, d4.loss_bbox: 0.5804, loss: 3.6151, grad_norm: 59.1108
2024-03-24 20:30:06,118 - my_logger - INFO - 2024-03-26 20:17:02,000 - mmdet - INFO - Epoch [21][650/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3129, loss_bbox: 0.3926, d0.loss_cls: 0.5130, d0.loss_bbox: 0.3726 d1.loss_cls: 0.4981, d1.loss_bbox: 0.3793 d2.loss_cls: 0.5455, d2.loss_bbox: 0.5248 d3.loss_cls: 0.4048, d3.loss_bbox: 0.4170 d4.loss_cls: 0.5531, d4.loss_bbox: 0.3159, loss: 4.0541, grad_norm: 59.9331
2024-03-24 20:30:06,119 - my_logger - INFO - 2024-03-26 20:19:02,000 - mmdet - INFO - Epoch [21][700/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3234, loss_bbox: 0.4492, d0.loss_cls: 0.5491, d0.loss_bbox: 0.4072 d1.loss_cls: 0.5854, d1.loss_bbox: 0.5049 d2.loss_cls: 0.3776, d2.loss_bbox: 0.3743 d3.loss_cls: 0.4478, d3.loss_bbox: 0.5270 d4.loss_cls: 0.3342, d4.loss_bbox: 0.5357, loss: 4.7717, grad_norm: 57.9496
2024-03-24 20:30:06,119 - my_logger - INFO - 2024-03-26 20:21:02,000 - mmdet - INFO - Epoch [21][750/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5077, loss_bbox: 0.3821, d0.loss_cls: 0.3336, d0.loss_bbox: 0.3736 d1.loss_cls: 0.3182, d1.loss_bbox: 0.5033 d2.loss_cls: 0.3434, d2.loss_bbox: 0.3491 d3.loss_cls: 0.5431, d3.loss_bbox: 0.3432 d4.loss_cls: 0.3550, d4.loss_bbox: 0.5704, loss: 4.4370, grad_norm: 55.2994
2024-03-24 20:30:06,120 - my_logger - INFO - 2024-03-26 20:23:02,000 - mmdet - INFO - Epoch [21][800/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5718, loss_bbox: 0.4975, d0.loss_cls: 0.3021, d0.loss_bbox: 0.3871 d1.loss_cls: 0.4506, d1.loss_bbox: 0.4422 d2.loss_cls: 0.5274, d2.loss_bbox: 0.4060 d3.loss_cls: 0.4670, d3.loss_bbox: 0.4420 d4.loss_cls: 0.5700, d4.loss_bbox: 0.3440, loss: 4.5517, grad_norm: 57.4612
2024-03-24 20:30:06,120 - my_logger - INFO - 2024-03-26 20:25:02,000 - mmdet - INFO - Epoch [21][850/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.5216, d0.loss_cls: 0.3497, d0.loss_bbox: 0.5689 d1.loss_cls: 0.4440, d1.loss_bbox: 0.5164 d2.loss_cls: 0.5891, d2.loss_bbox: 0.5129 d3.loss_cls: 0.4666, d3.loss_bbox: 0.4070 d4.loss_cls: 0.5803, d4.loss_bbox: 0.4191, loss: 4.7271, grad_norm: 57.7482
2024-03-24 20:30:06,120 - my_logger - INFO - 2024-03-26 20:27:02,000 - mmdet - INFO - Epoch [21][900/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5085, loss_bbox: 0.3252, d0.loss_cls: 0.5549, d0.loss_bbox: 0.3130 d1.loss_cls: 0.5395, d1.loss_bbox: 0.5661 d2.loss_cls: 0.3155, d2.loss_bbox: 0.4012 d3.loss_cls: 0.4598, d3.loss_bbox: 0.3468 d4.loss_cls: 0.3788, d4.loss_bbox: 0.4560, loss: 3.7271, grad_norm: 58.9897
2024-03-24 20:30:06,121 - my_logger - INFO - 2024-03-26 20:29:02,000 - mmdet - INFO - Epoch [21][950/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5171, loss_bbox: 0.4601, d0.loss_cls: 0.5598, d0.loss_bbox: 0.4628 d1.loss_cls: 0.5372, d1.loss_bbox: 0.4346 d2.loss_cls: 0.4367, d2.loss_bbox: 0.5331 d3.loss_cls: 0.3840, d3.loss_bbox: 0.5650 d4.loss_cls: 0.3303, d4.loss_bbox: 0.4682, loss: 4.5249, grad_norm: 58.3279
2024-03-24 20:30:06,121 - my_logger - INFO - 2024-03-26 20:31:02,000 - mmdet - INFO - Epoch [21][1000/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2536, loss_bbox: 0.3076, d0.loss_cls: 0.5697, d0.loss_bbox: 0.4351 d1.loss_cls: 0.5418, d1.loss_bbox: 0.4785 d2.loss_cls: 0.5613, d2.loss_bbox: 0.4266 d3.loss_cls: 0.4775, d3.loss_bbox: 0.4803 d4.loss_cls: 0.5299, d4.loss_bbox: 0.3984, loss: 4.8284, grad_norm: 57.7453
2024-03-24 20:30:06,121 - my_logger - INFO - 2024-03-26 20:33:02,000 - mmdet - INFO - Epoch [21][1050/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4326, loss_bbox: 0.3080, d0.loss_cls: 0.5506, d0.loss_bbox: 0.4876 d1.loss_cls: 0.3928, d1.loss_bbox: 0.4311 d2.loss_cls: 0.4399, d2.loss_bbox: 0.3651 d3.loss_cls: 0.4882, d3.loss_bbox: 0.5735 d4.loss_cls: 0.4990, d4.loss_bbox: 0.3053, loss: 3.6225, grad_norm: 54.8014
2024-03-24 20:30:06,122 - my_logger - INFO - 2024-03-26 20:35:02,000 - mmdet - INFO - Epoch [21][1100/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5980, loss_bbox: 0.3445, d0.loss_cls: 0.5558, d0.loss_bbox: 0.5515 d1.loss_cls: 0.5243, d1.loss_bbox: 0.3791 d2.loss_cls: 0.4183, d2.loss_bbox: 0.4709 d3.loss_cls: 0.5086, d3.loss_bbox: 0.5168 d4.loss_cls: 0.3223, d4.loss_bbox: 0.3036, loss: 4.6210, grad_norm: 59.6393
2024-03-24 20:30:06,122 - my_logger - INFO - 2024-03-26 20:37:02,000 - mmdet - INFO - Epoch [21][1150/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4043, loss_bbox: 0.5532, d0.loss_cls: 0.4001, d0.loss_bbox: 0.4203 d1.loss_cls: 0.3478, d1.loss_bbox: 0.5916 d2.loss_cls: 0.5931, d2.loss_bbox: 0.4011 d3.loss_cls: 0.5216, d3.loss_bbox: 0.3894 d4.loss_cls: 0.3337, d4.loss_bbox: 0.5349, loss: 3.7802, grad_norm: 54.1731
2024-03-24 20:30:06,122 - my_logger - INFO - 2024-03-26 20:39:02,000 - mmdet - INFO - Epoch [21][1200/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5423, loss_bbox: 0.3243, d0.loss_cls: 0.5191, d0.loss_bbox: 0.4709 d1.loss_cls: 0.3952, d1.loss_bbox: 0.4986 d2.loss_cls: 0.4744, d2.loss_bbox: 0.3775 d3.loss_cls: 0.4453, d3.loss_bbox: 0.5068 d4.loss_cls: 0.4768, d4.loss_bbox: 0.3407, loss: 4.3528, grad_norm: 55.5436
2024-03-24 20:30:06,123 - my_logger - INFO - 2024-03-26 20:41:02,000 - mmdet - INFO - Epoch [21][1250/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5074, loss_bbox: 0.5898, d0.loss_cls: 0.5455, d0.loss_bbox: 0.5368 d1.loss_cls: 0.4283, d1.loss_bbox: 0.5648 d2.loss_cls: 0.5012, d2.loss_bbox: 0.4356 d3.loss_cls: 0.3648, d3.loss_bbox: 0.5265 d4.loss_cls: 0.3163, d4.loss_bbox: 0.5088, loss: 4.4963, grad_norm: 55.8802
2024-03-24 20:30:06,123 - my_logger - INFO - 2024-03-26 20:43:02,000 - mmdet - INFO - Epoch [21][1300/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4388, loss_bbox: 0.3587, d0.loss_cls: 0.3970, d0.loss_bbox: 0.4540 d1.loss_cls: 0.4036, d1.loss_bbox: 0.3020 d2.loss_cls: 0.5330, d2.loss_bbox: 0.5140 d3.loss_cls: 0.5686, d3.loss_bbox: 0.3015 d4.loss_cls: 0.5859, d4.loss_bbox: 0.4870, loss: 4.3842, grad_norm: 57.1771
2024-03-24 20:30:06,124 - my_logger - INFO - 2024-03-26 20:45:02,000 - mmdet - INFO - Epoch [21][1350/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3107, loss_bbox: 0.3996, d0.loss_cls: 0.5531, d0.loss_bbox: 0.3925 d1.loss_cls: 0.3597, d1.loss_bbox: 0.5256 d2.loss_cls: 0.5016, d2.loss_bbox: 0.4459 d3.loss_cls: 0.3479, d3.loss_bbox: 0.3713 d4.loss_cls: 0.3957, d4.loss_bbox: 0.4696, loss: 4.9872, grad_norm: 53.3595
2024-03-24 20:30:06,124 - my_logger - INFO - 2024-03-26 20:47:02,000 - mmdet - INFO - Epoch [21][1400/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4787, loss_bbox: 0.5038, d0.loss_cls: 0.4586, d0.loss_bbox: 0.4333 d1.loss_cls: 0.5640, d1.loss_bbox: 0.5105 d2.loss_cls: 0.3178, d2.loss_bbox: 0.4548 d3.loss_cls: 0.4712, d3.loss_bbox: 0.3145 d4.loss_cls: 0.5878, d4.loss_bbox: 0.4204, loss: 4.8043, grad_norm: 58.4998
2024-03-24 20:30:06,124 - my_logger - INFO - 2024-03-26 20:49:02,000 - mmdet - INFO - Epoch [21][1450/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4407, loss_bbox: 0.5449, d0.loss_cls: 0.3345, d0.loss_bbox: 0.3504 d1.loss_cls: 0.5123, d1.loss_bbox: 0.3681 d2.loss_cls: 0.5329, d2.loss_bbox: 0.3295 d3.loss_cls: 0.3139, d3.loss_bbox: 0.3609 d4.loss_cls: 0.3794, d4.loss_bbox: 0.4853, loss: 4.9832, grad_norm: 52.7683
2024-03-24 20:30:06,125 - my_logger - INFO - 2024-03-26 20:51:02,000 - mmdet - INFO - Epoch [21][1500/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4164, loss_bbox: 0.5088, d0.loss_cls: 0.3297, d0.loss_bbox: 0.4944 d1.loss_cls: 0.4914, d1.loss_bbox: 0.4582 d2.loss_cls: 0.5970, d2.loss_bbox: 0.3284 d3.loss_cls: 0.5034, d3.loss_bbox: 0.3463 d4.loss_cls: 0.4153, d4.loss_bbox: 0.3326, loss: 4.4637, grad_norm: 59.2898
2024-03-24 20:30:06,125 - my_logger - INFO - 2024-03-26 20:53:02,000 - mmdet - INFO - Epoch [21][1550/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4705, loss_bbox: 0.3778, d0.loss_cls: 0.5756, d0.loss_bbox: 0.3817 d1.loss_cls: 0.3336, d1.loss_bbox: 0.5523 d2.loss_cls: 0.4091, d2.loss_bbox: 0.3099 d3.loss_cls: 0.4716, d3.loss_bbox: 0.3365 d4.loss_cls: 0.3921, d4.loss_bbox: 0.3560, loss: 4.2304, grad_norm: 56.2475
2024-03-24 20:30:06,125 - my_logger - INFO - 2024-03-26 20:55:02,000 - mmdet - INFO - Epoch [21][1600/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4972, loss_bbox: 0.3333, d0.loss_cls: 0.4706, d0.loss_bbox: 0.4800 d1.loss_cls: 0.5333, d1.loss_bbox: 0.3956 d2.loss_cls: 0.3251, d2.loss_bbox: 0.3348 d3.loss_cls: 0.4668, d3.loss_bbox: 0.5670 d4.loss_cls: 0.5582, d4.loss_bbox: 0.5331, loss: 3.9048, grad_norm: 56.0594
2024-03-24 20:30:06,126 - my_logger - INFO - 2024-03-26 20:57:02,000 - mmdet - INFO - Epoch [21][1650/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5845, loss_bbox: 0.4847, d0.loss_cls: 0.3028, d0.loss_bbox: 0.5091 d1.loss_cls: 0.3703, d1.loss_bbox: 0.3193 d2.loss_cls: 0.5591, d2.loss_bbox: 0.5105 d3.loss_cls: 0.4319, d3.loss_bbox: 0.3987 d4.loss_cls: 0.5564, d4.loss_bbox: 0.5387, loss: 4.6374, grad_norm: 58.4398
2024-03-24 20:30:06,126 - my_logger - INFO - 2024-03-26 20:59:02,000 - mmdet - INFO - Epoch [21][1700/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5503, loss_bbox: 0.3647, d0.loss_cls: 0.4293, d0.loss_bbox: 0.3027 d1.loss_cls: 0.3938, d1.loss_bbox: 0.3731 d2.loss_cls: 0.3746, d2.loss_bbox: 0.3562 d3.loss_cls: 0.3702, d3.loss_bbox: 0.5351 d4.loss_cls: 0.3379, d4.loss_bbox: 0.5977, loss: 3.9183, grad_norm: 56.7848
2024-03-24 20:30:06,127 - my_logger - INFO - 2024-03-26 21:01:02,000 - mmdet - INFO - Epoch [21][1750/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3984, loss_bbox: 0.3657, d0.loss_cls: 0.5908, d0.loss_bbox: 0.5034 d1.loss_cls: 0.3209, d1.loss_bbox: 0.5739 d2.loss_cls: 0.5627, d2.loss_bbox: 0.3511 d3.loss_cls: 0.4606, d3.loss_bbox: 0.4224 d4.loss_cls: 0.5286, d4.loss_bbox: 0.4250, loss: 3.8339, grad_norm: 54.9485
2024-03-24 20:30:06,134 - my_logger - INFO - 2024-03-26 21:03:02,000 - mmdet - INFO - Epoch [21][1800/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5448, loss_bbox: 0.4755, d0.loss_cls: 0.5007, d0.loss_bbox: 0.4854 d1.loss_cls: 0.4615, d1.loss_bbox: 0.5937 d2.loss_cls: 0.4128, d2.loss_bbox: 0.5923 d3.loss_cls: 0.5909, d3.loss_bbox: 0.4052 d4.loss_cls: 0.3807, d4.loss_bbox: 0.4247, loss: 3.6430, grad_norm: 52.8148
2024-03-24 20:30:06,135 - my_logger - INFO - 2024-03-26 21:05:02,000 - mmdet - INFO - Epoch [21][1850/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4903, loss_bbox: 0.3491, d0.loss_cls: 0.5948, d0.loss_bbox: 0.5037 d1.loss_cls: 0.4510, d1.loss_bbox: 0.5682 d2.loss_cls: 0.5904, d2.loss_bbox: 0.5987 d3.loss_cls: 0.3952, d3.loss_bbox: 0.3816 d4.loss_cls: 0.3609, d4.loss_bbox: 0.4424, loss: 3.6764, grad_norm: 56.3868
2024-03-24 20:30:06,135 - my_logger - INFO - 2024-03-26 21:07:02,000 - mmdet - INFO - Epoch [21][1900/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4517, loss_bbox: 0.3016, d0.loss_cls: 0.3179, d0.loss_bbox: 0.3482 d1.loss_cls: 0.3822, d1.loss_bbox: 0.4289 d2.loss_cls: 0.4714, d2.loss_bbox: 0.5046 d3.loss_cls: 0.3016, d3.loss_bbox: 0.3429 d4.loss_cls: 0.4043, d4.loss_bbox: 0.5222, loss: 3.7289, grad_norm: 53.7120
2024-03-24 20:30:06,135 - my_logger - INFO - 2024-03-26 21:09:02,000 - mmdet - INFO - Epoch [21][1950/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4611, loss_bbox: 0.4947, d0.loss_cls: 0.5307, d0.loss_bbox: 0.4913 d1.loss_cls: 0.5959, d1.loss_bbox: 0.3593 d2.loss_cls: 0.4174, d2.loss_bbox: 0.4087 d3.loss_cls: 0.4409, d3.loss_bbox: 0.3095 d4.loss_cls: 0.5207, d4.loss_bbox: 0.3895, loss: 4.4421, grad_norm: 54.5641
2024-03-24 20:30:06,136 - my_logger - INFO - 2024-03-26 21:11:02,000 - mmdet - INFO - Epoch [21][2000/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5341, loss_bbox: 0.5312, d0.loss_cls: 0.4324, d0.loss_bbox: 0.5601 d1.loss_cls: 0.4657, d1.loss_bbox: 0.4158 d2.loss_cls: 0.4308, d2.loss_bbox: 0.3146 d3.loss_cls: 0.5356, d3.loss_bbox: 0.4096 d4.loss_cls: 0.4367, d4.loss_bbox: 0.3199, loss: 4.8954, grad_norm: 54.8246
2024-03-24 20:30:06,136 - my_logger - INFO - 2024-03-26 21:13:02,000 - mmdet - INFO - Epoch [21][2050/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3116, loss_bbox: 0.5076, d0.loss_cls: 0.5808, d0.loss_bbox: 0.5473 d1.loss_cls: 0.5238, d1.loss_bbox: 0.3904 d2.loss_cls: 0.3474, d2.loss_bbox: 0.3269 d3.loss_cls: 0.3978, d3.loss_bbox: 0.3354 d4.loss_cls: 0.3668, d4.loss_bbox: 0.3042, loss: 3.6276, grad_norm: 54.4201
2024-03-24 20:30:06,137 - my_logger - INFO - 2024-03-26 21:15:02,000 - mmdet - INFO - Epoch [21][2100/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5735, loss_bbox: 0.4727, d0.loss_cls: 0.3503, d0.loss_bbox: 0.3364 d1.loss_cls: 0.5491, d1.loss_bbox: 0.3185 d2.loss_cls: 0.4194, d2.loss_bbox: 0.5779 d3.loss_cls: 0.4570, d3.loss_bbox: 0.5782 d4.loss_cls: 0.5175, d4.loss_bbox: 0.4078, loss: 4.5264, grad_norm: 55.0787
2024-03-24 20:30:06,137 - my_logger - INFO - 2024-03-26 21:17:02,000 - mmdet - INFO - Epoch [21][2150/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5061, loss_bbox: 0.4314, d0.loss_cls: 0.5072, d0.loss_bbox: 0.3524 d1.loss_cls: 0.4388, d1.loss_bbox: 0.3271 d2.loss_cls: 0.3163, d2.loss_bbox: 0.3105 d3.loss_cls: 0.4396, d3.loss_bbox: 0.4022 d4.loss_cls: 0.5419, d4.loss_bbox: 0.3821, loss: 4.5803, grad_norm: 54.3447
2024-03-24 20:30:06,137 - my_logger - INFO - 2024-03-26 21:19:02,000 - mmdet - INFO - Epoch [21][2200/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4894, loss_bbox: 0.4013, d0.loss_cls: 0.5117, d0.loss_bbox: 0.5989 d1.loss_cls: 0.4185, d1.loss_bbox: 0.3130 d2.loss_cls: 0.3848, d2.loss_bbox: 0.5595 d3.loss_cls: 0.4393, d3.loss_bbox: 0.4307 d4.loss_cls: 0.3478, d4.loss_bbox: 0.3477, loss: 4.3862, grad_norm: 58.4290
2024-03-24 20:30:06,138 - my_logger - INFO - 2024-03-26 21:21:02,000 - mmdet - INFO - Epoch [21][2250/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3416, loss_bbox: 0.5335, d0.loss_cls: 0.3836, d0.loss_bbox: 0.4743 d1.loss_cls: 0.5484, d1.loss_bbox: 0.4318 d2.loss_cls: 0.3895, d2.loss_bbox: 0.5014 d3.loss_cls: 0.4267, d3.loss_bbox: 0.3531 d4.loss_cls: 0.5469, d4.loss_bbox: 0.5895, loss: 4.0887, grad_norm: 52.0108
2024-03-24 20:30:06,138 - my_logger - INFO - 2024-03-26 21:23:02,000 - mmdet - INFO - Epoch [21][2300/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5957, loss_bbox: 0.5192, d0.loss_cls: 0.3091, d0.loss_bbox: 0.5477 d1.loss_cls: 0.3475, d1.loss_bbox: 0.5593 d2.loss_cls: 0.4595, d2.loss_bbox: 0.4416 d3.loss_cls: 0.5859, d3.loss_bbox: 0.5419 d4.loss_cls: 0.5453, d4.loss_bbox: 0.5906, loss: 4.8810, grad_norm: 52.6341
2024-03-24 20:30:06,138 - my_logger - INFO - 2024-03-26 21:25:02,000 - mmdet - INFO - Epoch [21][2350/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4509, loss_bbox: 0.5733, d0.loss_cls: 0.3112, d0.loss_bbox: 0.4095 d1.loss_cls: 0.3178, d1.loss_bbox: 0.4711 d2.loss_cls: 0.5726, d2.loss_bbox: 0.3416 d3.loss_cls: 0.5904, d3.loss_bbox: 0.3636 d4.loss_cls: 0.3036, d4.loss_bbox: 0.4936, loss: 4.0205, grad_norm: 50.0565
2024-03-24 20:30:06,139 - my_logger - INFO - 2024-03-26 21:27:02,000 - mmdet - INFO - Epoch [21][2400/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4329, loss_bbox: 0.5987, d0.loss_cls: 0.5542, d0.loss_bbox: 0.3282 d1.loss_cls: 0.5219, d1.loss_bbox: 0.4628 d2.loss_cls: 0.5279, d2.loss_bbox: 0.3038 d3.loss_cls: 0.5577, d3.loss_bbox: 0.4141 d4.loss_cls: 0.3634, d4.loss_bbox: 0.4550, loss: 4.8431, grad_norm: 50.0395
2024-03-24 20:30:06,139 - my_logger - INFO - 2024-03-26 21:29:02,000 - mmdet - INFO - Epoch [21][2450/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4530, loss_bbox: 0.4391, d0.loss_cls: 0.3584, d0.loss_bbox: 0.4892 d1.loss_cls: 0.5803, d1.loss_bbox: 0.3272 d2.loss_cls: 0.5872, d2.loss_bbox: 0.5910 d3.loss_cls: 0.4836, d3.loss_bbox: 0.4507 d4.loss_cls: 0.4102, d4.loss_bbox: 0.3528, loss: 4.5120, grad_norm: 52.9570
2024-03-24 20:30:06,140 - my_logger - INFO - 2024-03-26 21:31:02,000 - mmdet - INFO - Epoch [21][2500/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5347, loss_bbox: 0.4898, d0.loss_cls: 0.3608, d0.loss_bbox: 0.4746 d1.loss_cls: 0.3914, d1.loss_bbox: 0.4322 d2.loss_cls: 0.4583, d2.loss_bbox: 0.4707 d3.loss_cls: 0.5886, d3.loss_bbox: 0.4368 d4.loss_cls: 0.5017, d4.loss_bbox: 0.5253, loss: 4.2007, grad_norm: 54.5259
2024-03-24 20:30:06,140 - my_logger - INFO - 2024-03-26 21:33:02,000 - mmdet - INFO - Epoch [21][2550/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5905, loss_bbox: 0.5715, d0.loss_cls: 0.4348, d0.loss_bbox: 0.4240 d1.loss_cls: 0.4111, d1.loss_bbox: 0.5389 d2.loss_cls: 0.3328, d2.loss_bbox: 0.4501 d3.loss_cls: 0.3400, d3.loss_bbox: 0.4020 d4.loss_cls: 0.4379, d4.loss_bbox: 0.5741, loss: 3.9097, grad_norm: 57.2751
2024-03-24 20:30:06,141 - my_logger - INFO - 2024-03-26 21:35:02,000 - mmdet - INFO - Epoch [21][2600/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2779, loss_bbox: 0.5111, d0.loss_cls: 0.5055, d0.loss_bbox: 0.4388 d1.loss_cls: 0.5616, d1.loss_bbox: 0.4128 d2.loss_cls: 0.3415, d2.loss_bbox: 0.3395 d3.loss_cls: 0.4831, d3.loss_bbox: 0.5694 d4.loss_cls: 0.5715, d4.loss_bbox: 0.3801, loss: 4.0902, grad_norm: 54.6624
2024-03-24 20:30:06,141 - my_logger - INFO - 2024-03-26 21:37:02,000 - mmdet - INFO - Epoch [21][2650/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5013, loss_bbox: 0.3519, d0.loss_cls: 0.3659, d0.loss_bbox: 0.4639 d1.loss_cls: 0.5905, d1.loss_bbox: 0.4704 d2.loss_cls: 0.4162, d2.loss_bbox: 0.5427 d3.loss_cls: 0.5943, d3.loss_bbox: 0.3455 d4.loss_cls: 0.3980, d4.loss_bbox: 0.4200, loss: 4.0042, grad_norm: 59.3811
2024-03-24 20:30:06,141 - my_logger - INFO - 2024-03-26 21:39:02,000 - mmdet - INFO - Epoch [21][2700/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5459, loss_bbox: 0.3662, d0.loss_cls: 0.3677, d0.loss_bbox: 0.5655 d1.loss_cls: 0.4276, d1.loss_bbox: 0.3935 d2.loss_cls: 0.5379, d2.loss_bbox: 0.5791 d3.loss_cls: 0.4663, d3.loss_bbox: 0.3861 d4.loss_cls: 0.5543, d4.loss_bbox: 0.3585, loss: 4.9702, grad_norm: 56.7801
2024-03-24 20:30:06,142 - my_logger - INFO - 2024-03-26 21:41:02,000 - mmdet - INFO - Epoch [21][2750/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3979, loss_bbox: 0.4963, d0.loss_cls: 0.4401, d0.loss_bbox: 0.5555 d1.loss_cls: 0.3866, d1.loss_bbox: 0.4558 d2.loss_cls: 0.5891, d2.loss_bbox: 0.3231 d3.loss_cls: 0.3299, d3.loss_bbox: 0.4528 d4.loss_cls: 0.4512, d4.loss_bbox: 0.5033, loss: 4.2858, grad_norm: 59.4496
2024-03-24 20:30:06,142 - my_logger - INFO - 2024-03-26 21:43:02,000 - mmdet - INFO - Epoch [21][2800/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3644, loss_bbox: 0.3317, d0.loss_cls: 0.3851, d0.loss_bbox: 0.4342 d1.loss_cls: 0.5703, d1.loss_bbox: 0.3595 d2.loss_cls: 0.3738, d2.loss_bbox: 0.4095 d3.loss_cls: 0.5549, d3.loss_bbox: 0.3894 d4.loss_cls: 0.4046, d4.loss_bbox: 0.3517, loss: 3.9871, grad_norm: 58.1790
2024-03-24 20:30:06,142 - my_logger - INFO - 2024-03-26 21:45:02,000 - mmdet - INFO - Epoch [21][2850/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5184, loss_bbox: 0.3644, d0.loss_cls: 0.4535, d0.loss_bbox: 0.4966 d1.loss_cls: 0.3861, d1.loss_bbox: 0.3594 d2.loss_cls: 0.4692, d2.loss_bbox: 0.4740 d3.loss_cls: 0.4127, d3.loss_bbox: 0.3274 d4.loss_cls: 0.3501, d4.loss_bbox: 0.4534, loss: 4.7095, grad_norm: 52.5104
2024-03-24 20:30:06,143 - my_logger - INFO - 2024-03-26 21:47:02,000 - mmdet - INFO - Epoch [21][2900/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4529, loss_bbox: 0.5208, d0.loss_cls: 0.4184, d0.loss_bbox: 0.4858 d1.loss_cls: 0.5283, d1.loss_bbox: 0.5660 d2.loss_cls: 0.3551, d2.loss_bbox: 0.4985 d3.loss_cls: 0.4703, d3.loss_bbox: 0.4808 d4.loss_cls: 0.5400, d4.loss_bbox: 0.4457, loss: 4.2839, grad_norm: 59.0150
2024-03-24 20:30:06,154 - my_logger - INFO - 2024-03-26 21:49:02,000 - mmdet - INFO - Epoch [21][2950/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3741, loss_bbox: 0.3409, d0.loss_cls: 0.3340, d0.loss_bbox: 0.4018 d1.loss_cls: 0.5264, d1.loss_bbox: 0.5369 d2.loss_cls: 0.3062, d2.loss_bbox: 0.4894 d3.loss_cls: 0.3159, d3.loss_bbox: 0.5930 d4.loss_cls: 0.5157, d4.loss_bbox: 0.4535, loss: 4.5346, grad_norm: 56.8286
2024-03-24 20:30:06,155 - my_logger - INFO - 2024-03-26 21:51:02,000 - mmdet - INFO - Epoch [21][3000/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4847, loss_bbox: 0.4515, d0.loss_cls: 0.4227, d0.loss_bbox: 0.5271 d1.loss_cls: 0.5539, d1.loss_bbox: 0.4075 d2.loss_cls: 0.4996, d2.loss_bbox: 0.3576 d3.loss_cls: 0.5159, d3.loss_bbox: 0.3204 d4.loss_cls: 0.4003, d4.loss_bbox: 0.3328, loss: 3.9038, grad_norm: 54.1018
2024-03-24 20:30:06,155 - my_logger - INFO - 2024-03-26 21:53:02,000 - mmdet - INFO - Epoch [21][3050/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3049, loss_bbox: 0.4970, d0.loss_cls: 0.4600, d0.loss_bbox: 0.3415 d1.loss_cls: 0.5436, d1.loss_bbox: 0.3112 d2.loss_cls: 0.3625, d2.loss_bbox: 0.4859 d3.loss_cls: 0.4057, d3.loss_bbox: 0.5620 d4.loss_cls: 0.5023, d4.loss_bbox: 0.3190, loss: 4.0845, grad_norm: 50.6374
2024-03-24 20:30:06,156 - my_logger - INFO - 2024-03-26 21:55:02,000 - mmdet - INFO - Epoch [21][3100/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3709, loss_bbox: 0.3093, d0.loss_cls: 0.5288, d0.loss_bbox: 0.5269 d1.loss_cls: 0.5369, d1.loss_bbox: 0.5732 d2.loss_cls: 0.5271, d2.loss_bbox: 0.5134 d3.loss_cls: 0.4575, d3.loss_bbox: 0.3085 d4.loss_cls: 0.3996, d4.loss_bbox: 0.4681, loss: 4.6175, grad_norm: 56.9338
2024-03-24 20:30:06,157 - my_logger - INFO - 2024-03-26 21:57:02,000 - mmdet - INFO - Epoch [21][3150/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3384, loss_bbox: 0.3807, d0.loss_cls: 0.5564, d0.loss_bbox: 0.3088 d1.loss_cls: 0.4987, d1.loss_bbox: 0.3886 d2.loss_cls: 0.4482, d2.loss_bbox: 0.3570 d3.loss_cls: 0.4544, d3.loss_bbox: 0.5430 d4.loss_cls: 0.3060, d4.loss_bbox: 0.5670, loss: 4.9560, grad_norm: 59.7345
2024-03-24 20:30:06,157 - my_logger - INFO - 2024-03-26 21:59:02,000 - mmdet - INFO - Epoch [21][3200/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5106, loss_bbox: 0.4774, d0.loss_cls: 0.5449, d0.loss_bbox: 0.3250 d1.loss_cls: 0.3181, d1.loss_bbox: 0.5153 d2.loss_cls: 0.4329, d2.loss_bbox: 0.5347 d3.loss_cls: 0.4363, d3.loss_bbox: 0.5867 d4.loss_cls: 0.4773, d4.loss_bbox: 0.5674, loss: 4.5795, grad_norm: 51.5517
2024-03-24 20:30:06,158 - my_logger - INFO - 2024-03-26 22:01:02,000 - mmdet - INFO - Epoch [21][3250/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5926, loss_bbox: 0.5210, d0.loss_cls: 0.3803, d0.loss_bbox: 0.4331 d1.loss_cls: 0.5937, d1.loss_bbox: 0.4472 d2.loss_cls: 0.3954, d2.loss_bbox: 0.5876 d3.loss_cls: 0.3580, d3.loss_bbox: 0.5704 d4.loss_cls: 0.4933, d4.loss_bbox: 0.5837, loss: 4.8848, grad_norm: 55.3983
2024-03-24 20:30:06,160 - my_logger - INFO - 2024-03-26 22:03:02,000 - mmdet - INFO - Epoch [21][3300/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5014, loss_bbox: 0.5394, d0.loss_cls: 0.5515, d0.loss_bbox: 0.3840 d1.loss_cls: 0.5572, d1.loss_bbox: 0.3119 d2.loss_cls: 0.4917, d2.loss_bbox: 0.4140 d3.loss_cls: 0.3021, d3.loss_bbox: 0.5909 d4.loss_cls: 0.4506, d4.loss_bbox: 0.4257, loss: 4.9295, grad_norm: 59.8042
2024-03-24 20:30:06,162 - my_logger - INFO - 2024-03-26 22:05:02,000 - mmdet - INFO - Epoch [21][3350/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5096, loss_bbox: 0.5004, d0.loss_cls: 0.4032, d0.loss_bbox: 0.4416 d1.loss_cls: 0.4029, d1.loss_bbox: 0.4898 d2.loss_cls: 0.5842, d2.loss_bbox: 0.3078 d3.loss_cls: 0.5700, d3.loss_bbox: 0.3942 d4.loss_cls: 0.3464, d4.loss_bbox: 0.3466, loss: 4.2544, grad_norm: 56.4663
2024-03-24 20:30:06,163 - my_logger - INFO - 2024-03-26 22:07:02,000 - mmdet - INFO - Epoch [21][3400/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2548, loss_bbox: 0.3416, d0.loss_cls: 0.3627, d0.loss_bbox: 0.5995 d1.loss_cls: 0.3806, d1.loss_bbox: 0.5887 d2.loss_cls: 0.5828, d2.loss_bbox: 0.3677 d3.loss_cls: 0.5983, d3.loss_bbox: 0.4101 d4.loss_cls: 0.5032, d4.loss_bbox: 0.4121, loss: 4.9919, grad_norm: 52.6725
2024-03-24 20:30:06,163 - my_logger - INFO - 2024-03-26 22:09:02,000 - mmdet - INFO - Epoch [21][3450/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3996, loss_bbox: 0.4917, d0.loss_cls: 0.4821, d0.loss_bbox: 0.4697 d1.loss_cls: 0.4655, d1.loss_bbox: 0.5990 d2.loss_cls: 0.4586, d2.loss_bbox: 0.4170 d3.loss_cls: 0.5744, d3.loss_bbox: 0.4112 d4.loss_cls: 0.5286, d4.loss_bbox: 0.3881, loss: 4.4830, grad_norm: 56.3379
2024-03-24 20:30:06,164 - my_logger - INFO - 2024-03-26 22:11:02,000 - mmdet - INFO - Epoch [21][3500/3517][Batch size: 50]	lr: 2.010e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4062, loss_bbox: 0.4739, d0.loss_cls: 0.3556, d0.loss_bbox: 0.3135 d1.loss_cls: 0.5915, d1.loss_bbox: 0.4722 d2.loss_cls: 0.5529, d2.loss_bbox: 0.4574 d3.loss_cls: 0.4249, d3.loss_bbox: 0.5885 d4.loss_cls: 0.4333, d4.loss_bbox: 0.4144, loss: 4.4714, grad_norm: 52.3058
2024-03-24 20:30:06,164 - my_logger - INFO - 2024-03-26 22:13:02,000 - mmdet - INFO - Epoch [22][0/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5618, loss_bbox: 0.5624, d0.loss_cls: 0.3898, d0.loss_bbox: 0.3429 d1.loss_cls: 0.3661, d1.loss_bbox: 0.4781 d2.loss_cls: 0.5109, d2.loss_bbox: 0.4105 d3.loss_cls: 0.4407, d3.loss_bbox: 0.3862 d4.loss_cls: 0.5600, d4.loss_bbox: 0.4069, loss: 3.5805, grad_norm: 52.2400
2024-03-24 20:30:06,165 - my_logger - INFO - 2024-03-26 22:15:02,000 - mmdet - INFO - Epoch [22][50/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4982, loss_bbox: 0.5322, d0.loss_cls: 0.5484, d0.loss_bbox: 0.4594 d1.loss_cls: 0.3150, d1.loss_bbox: 0.3753 d2.loss_cls: 0.4238, d2.loss_bbox: 0.5084 d3.loss_cls: 0.4258, d3.loss_bbox: 0.3402 d4.loss_cls: 0.3976, d4.loss_bbox: 0.4116, loss: 4.6607, grad_norm: 53.8394
2024-03-24 20:30:06,165 - my_logger - INFO - 2024-03-26 22:17:02,000 - mmdet - INFO - Epoch [22][100/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3489, loss_bbox: 0.3290, d0.loss_cls: 0.5199, d0.loss_bbox: 0.4070 d1.loss_cls: 0.3810, d1.loss_bbox: 0.4060 d2.loss_cls: 0.3960, d2.loss_bbox: 0.4646 d3.loss_cls: 0.4180, d3.loss_bbox: 0.5715 d4.loss_cls: 0.4583, d4.loss_bbox: 0.5623, loss: 3.9802, grad_norm: 58.8779
2024-03-24 20:30:06,166 - my_logger - INFO - 2024-03-26 22:19:02,000 - mmdet - INFO - Epoch [22][150/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5178, loss_bbox: 0.4007, d0.loss_cls: 0.3255, d0.loss_bbox: 0.3095 d1.loss_cls: 0.5033, d1.loss_bbox: 0.5826 d2.loss_cls: 0.5351, d2.loss_bbox: 0.3946 d3.loss_cls: 0.3791, d3.loss_bbox: 0.5585 d4.loss_cls: 0.5563, d4.loss_bbox: 0.3494, loss: 4.3684, grad_norm: 50.5726
2024-03-24 20:30:06,166 - my_logger - INFO - 2024-03-26 22:21:02,000 - mmdet - INFO - Epoch [22][200/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4121, loss_bbox: 0.3558, d0.loss_cls: 0.5325, d0.loss_bbox: 0.4569 d1.loss_cls: 0.5548, d1.loss_bbox: 0.4118 d2.loss_cls: 0.5679, d2.loss_bbox: 0.3435 d3.loss_cls: 0.3849, d3.loss_bbox: 0.5605 d4.loss_cls: 0.4756, d4.loss_bbox: 0.4655, loss: 3.8728, grad_norm: 56.8024
2024-03-24 20:30:06,167 - my_logger - INFO - 2024-03-26 22:23:02,000 - mmdet - INFO - Epoch [22][250/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5972, loss_bbox: 0.3227, d0.loss_cls: 0.3825, d0.loss_bbox: 0.5514 d1.loss_cls: 0.4482, d1.loss_bbox: 0.4929 d2.loss_cls: 0.3153, d2.loss_bbox: 0.4232 d3.loss_cls: 0.5178, d3.loss_bbox: 0.5668 d4.loss_cls: 0.3345, d4.loss_bbox: 0.4976, loss: 4.7794, grad_norm: 50.6407
2024-03-24 20:30:06,167 - my_logger - INFO - 2024-03-26 22:25:02,000 - mmdet - INFO - Epoch [22][300/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3241, loss_bbox: 0.5710, d0.loss_cls: 0.5795, d0.loss_bbox: 0.3333 d1.loss_cls: 0.5939, d1.loss_bbox: 0.5371 d2.loss_cls: 0.4482, d2.loss_bbox: 0.5940 d3.loss_cls: 0.3217, d3.loss_bbox: 0.4272 d4.loss_cls: 0.5165, d4.loss_bbox: 0.4711, loss: 4.5743, grad_norm: 54.7894
2024-03-24 20:30:06,168 - my_logger - INFO - 2024-03-26 22:27:02,000 - mmdet - INFO - Epoch [22][350/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3779, loss_bbox: 0.5830, d0.loss_cls: 0.4789, d0.loss_bbox: 0.4807 d1.loss_cls: 0.3806, d1.loss_bbox: 0.4275 d2.loss_cls: 0.5113, d2.loss_bbox: 0.3709 d3.loss_cls: 0.5097, d3.loss_bbox: 0.3727 d4.loss_cls: 0.5017, d4.loss_bbox: 0.5026, loss: 3.6982, grad_norm: 58.0353
2024-03-24 20:30:06,168 - my_logger - INFO - 2024-03-26 22:29:02,000 - mmdet - INFO - Epoch [22][400/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2795, loss_bbox: 0.4147, d0.loss_cls: 0.4939, d0.loss_bbox: 0.5965 d1.loss_cls: 0.4260, d1.loss_bbox: 0.5605 d2.loss_cls: 0.4892, d2.loss_bbox: 0.4214 d3.loss_cls: 0.3686, d3.loss_bbox: 0.4629 d4.loss_cls: 0.4633, d4.loss_bbox: 0.4544, loss: 3.5081, grad_norm: 55.2134
2024-03-24 20:30:06,169 - my_logger - INFO - 2024-03-26 22:31:02,000 - mmdet - INFO - Epoch [22][450/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3109, loss_bbox: 0.5080, d0.loss_cls: 0.4889, d0.loss_bbox: 0.5331 d1.loss_cls: 0.4861, d1.loss_bbox: 0.3630 d2.loss_cls: 0.3901, d2.loss_bbox: 0.4178 d3.loss_cls: 0.4062, d3.loss_bbox: 0.3672 d4.loss_cls: 0.4257, d4.loss_bbox: 0.3733, loss: 3.5629, grad_norm: 53.5832
2024-03-24 20:30:06,169 - my_logger - INFO - 2024-03-26 22:33:02,000 - mmdet - INFO - Epoch [22][500/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3798, loss_bbox: 0.3675, d0.loss_cls: 0.4554, d0.loss_bbox: 0.3417 d1.loss_cls: 0.5066, d1.loss_bbox: 0.3110 d2.loss_cls: 0.4746, d2.loss_bbox: 0.3114 d3.loss_cls: 0.5035, d3.loss_bbox: 0.4540 d4.loss_cls: 0.5323, d4.loss_bbox: 0.3527, loss: 3.5717, grad_norm: 50.3959
2024-03-24 20:30:06,170 - my_logger - INFO - 2024-03-26 22:35:02,000 - mmdet - INFO - Epoch [22][550/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4889, loss_bbox: 0.5305, d0.loss_cls: 0.5519, d0.loss_bbox: 0.4972 d1.loss_cls: 0.5669, d1.loss_bbox: 0.5980 d2.loss_cls: 0.5193, d2.loss_bbox: 0.4644 d3.loss_cls: 0.4237, d3.loss_bbox: 0.4628 d4.loss_cls: 0.4256, d4.loss_bbox: 0.5503, loss: 4.2627, grad_norm: 52.6483
2024-03-24 20:30:06,170 - my_logger - INFO - 2024-03-26 22:37:02,000 - mmdet - INFO - Epoch [22][600/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5738, loss_bbox: 0.4911, d0.loss_cls: 0.3718, d0.loss_bbox: 0.5645 d1.loss_cls: 0.5720, d1.loss_bbox: 0.4801 d2.loss_cls: 0.5058, d2.loss_bbox: 0.5764 d3.loss_cls: 0.3929, d3.loss_bbox: 0.5193 d4.loss_cls: 0.4790, d4.loss_bbox: 0.5832, loss: 4.5094, grad_norm: 50.5102
2024-03-24 20:30:06,171 - my_logger - INFO - 2024-03-26 22:39:02,000 - mmdet - INFO - Epoch [22][650/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5077, loss_bbox: 0.3591, d0.loss_cls: 0.3069, d0.loss_bbox: 0.3811 d1.loss_cls: 0.4370, d1.loss_bbox: 0.5811 d2.loss_cls: 0.5350, d2.loss_bbox: 0.3453 d3.loss_cls: 0.3862, d3.loss_bbox: 0.3597 d4.loss_cls: 0.5826, d4.loss_bbox: 0.5261, loss: 4.4672, grad_norm: 59.9513
2024-03-24 20:30:06,171 - my_logger - INFO - 2024-03-26 22:41:02,000 - mmdet - INFO - Epoch [22][700/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5422, loss_bbox: 0.4344, d0.loss_cls: 0.5063, d0.loss_bbox: 0.3439 d1.loss_cls: 0.3951, d1.loss_bbox: 0.5712 d2.loss_cls: 0.5164, d2.loss_bbox: 0.4740 d3.loss_cls: 0.4642, d3.loss_bbox: 0.5828 d4.loss_cls: 0.3821, d4.loss_bbox: 0.3786, loss: 4.3057, grad_norm: 58.0621
2024-03-24 20:30:06,172 - my_logger - INFO - 2024-03-26 22:43:02,000 - mmdet - INFO - Epoch [22][750/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4207, loss_bbox: 0.4601, d0.loss_cls: 0.3996, d0.loss_bbox: 0.3969 d1.loss_cls: 0.3600, d1.loss_bbox: 0.3245 d2.loss_cls: 0.4516, d2.loss_bbox: 0.3988 d3.loss_cls: 0.3532, d3.loss_bbox: 0.4468 d4.loss_cls: 0.4589, d4.loss_bbox: 0.3646, loss: 4.3835, grad_norm: 54.7867
2024-03-24 20:30:06,172 - my_logger - INFO - 2024-03-26 22:45:02,000 - mmdet - INFO - Epoch [22][800/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5838, loss_bbox: 0.5605, d0.loss_cls: 0.4390, d0.loss_bbox: 0.5566 d1.loss_cls: 0.4298, d1.loss_bbox: 0.3476 d2.loss_cls: 0.5079, d2.loss_bbox: 0.3996 d3.loss_cls: 0.3534, d3.loss_bbox: 0.5766 d4.loss_cls: 0.5528, d4.loss_bbox: 0.5691, loss: 3.6847, grad_norm: 56.8345
2024-03-24 20:30:06,173 - my_logger - INFO - 2024-03-26 22:47:02,000 - mmdet - INFO - Epoch [22][850/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3021, loss_bbox: 0.3171, d0.loss_cls: 0.5491, d0.loss_bbox: 0.3073 d1.loss_cls: 0.4975, d1.loss_bbox: 0.3942 d2.loss_cls: 0.5453, d2.loss_bbox: 0.3224 d3.loss_cls: 0.5616, d3.loss_bbox: 0.5222 d4.loss_cls: 0.4778, d4.loss_bbox: 0.3082, loss: 3.5808, grad_norm: 54.0775
2024-03-24 20:30:06,173 - my_logger - INFO - 2024-03-26 22:49:02,000 - mmdet - INFO - Epoch [22][900/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5696, loss_bbox: 0.3343, d0.loss_cls: 0.5375, d0.loss_bbox: 0.3039 d1.loss_cls: 0.4001, d1.loss_bbox: 0.4500 d2.loss_cls: 0.4494, d2.loss_bbox: 0.3315 d3.loss_cls: 0.3990, d3.loss_bbox: 0.3867 d4.loss_cls: 0.5380, d4.loss_bbox: 0.5411, loss: 3.8438, grad_norm: 57.6723
2024-03-24 20:30:06,174 - my_logger - INFO - 2024-03-26 22:51:02,000 - mmdet - INFO - Epoch [22][950/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4211, loss_bbox: 0.4594, d0.loss_cls: 0.5771, d0.loss_bbox: 0.3446 d1.loss_cls: 0.3919, d1.loss_bbox: 0.3688 d2.loss_cls: 0.3700, d2.loss_bbox: 0.3710 d3.loss_cls: 0.3407, d3.loss_bbox: 0.4028 d4.loss_cls: 0.3346, d4.loss_bbox: 0.4590, loss: 4.6233, grad_norm: 57.5559
2024-03-24 20:30:06,174 - my_logger - INFO - 2024-03-26 22:53:02,000 - mmdet - INFO - Epoch [22][1000/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2747, loss_bbox: 0.4593, d0.loss_cls: 0.3090, d0.loss_bbox: 0.3510 d1.loss_cls: 0.3585, d1.loss_bbox: 0.3745 d2.loss_cls: 0.3037, d2.loss_bbox: 0.5498 d3.loss_cls: 0.5050, d3.loss_bbox: 0.4254 d4.loss_cls: 0.3455, d4.loss_bbox: 0.4168, loss: 3.6060, grad_norm: 54.5361
2024-03-24 20:30:06,175 - my_logger - INFO - 2024-03-26 22:55:02,000 - mmdet - INFO - Epoch [22][1050/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2812, loss_bbox: 0.3511, d0.loss_cls: 0.3085, d0.loss_bbox: 0.5270 d1.loss_cls: 0.5718, d1.loss_bbox: 0.3832 d2.loss_cls: 0.5109, d2.loss_bbox: 0.5071 d3.loss_cls: 0.5918, d3.loss_bbox: 0.3900 d4.loss_cls: 0.5183, d4.loss_bbox: 0.3581, loss: 4.7265, grad_norm: 51.5452
2024-03-24 20:30:06,184 - my_logger - INFO - 2024-03-26 22:57:02,000 - mmdet - INFO - Epoch [22][1100/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4684, loss_bbox: 0.5059, d0.loss_cls: 0.3905, d0.loss_bbox: 0.4129 d1.loss_cls: 0.3782, d1.loss_bbox: 0.4510 d2.loss_cls: 0.4786, d2.loss_bbox: 0.5846 d3.loss_cls: 0.5612, d3.loss_bbox: 0.4584 d4.loss_cls: 0.4283, d4.loss_bbox: 0.4956, loss: 4.1398, grad_norm: 57.6555
2024-03-24 20:30:06,185 - my_logger - INFO - 2024-03-26 22:59:02,000 - mmdet - INFO - Epoch [22][1150/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5722, loss_bbox: 0.4685, d0.loss_cls: 0.4556, d0.loss_bbox: 0.4437 d1.loss_cls: 0.3437, d1.loss_bbox: 0.3435 d2.loss_cls: 0.5996, d2.loss_bbox: 0.4429 d3.loss_cls: 0.4834, d3.loss_bbox: 0.4228 d4.loss_cls: 0.4606, d4.loss_bbox: 0.5234, loss: 4.9019, grad_norm: 56.2002
2024-03-24 20:30:06,185 - my_logger - INFO - 2024-03-26 23:01:02,000 - mmdet - INFO - Epoch [22][1200/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5739, loss_bbox: 0.3943, d0.loss_cls: 0.5458, d0.loss_bbox: 0.4628 d1.loss_cls: 0.3022, d1.loss_bbox: 0.4440 d2.loss_cls: 0.5602, d2.loss_bbox: 0.5499 d3.loss_cls: 0.5434, d3.loss_bbox: 0.4846 d4.loss_cls: 0.3365, d4.loss_bbox: 0.4234, loss: 3.8733, grad_norm: 59.1280
2024-03-24 20:30:06,186 - my_logger - INFO - 2024-03-26 23:03:02,000 - mmdet - INFO - Epoch [22][1250/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3488, loss_bbox: 0.3073, d0.loss_cls: 0.4776, d0.loss_bbox: 0.5950 d1.loss_cls: 0.3809, d1.loss_bbox: 0.4370 d2.loss_cls: 0.5595, d2.loss_bbox: 0.5178 d3.loss_cls: 0.3704, d3.loss_bbox: 0.3876 d4.loss_cls: 0.4891, d4.loss_bbox: 0.3189, loss: 3.9637, grad_norm: 53.8685
2024-03-24 20:30:06,186 - my_logger - INFO - 2024-03-26 23:05:02,000 - mmdet - INFO - Epoch [22][1300/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2829, loss_bbox: 0.4158, d0.loss_cls: 0.3547, d0.loss_bbox: 0.3491 d1.loss_cls: 0.4323, d1.loss_bbox: 0.5174 d2.loss_cls: 0.3772, d2.loss_bbox: 0.3475 d3.loss_cls: 0.3723, d3.loss_bbox: 0.5538 d4.loss_cls: 0.3747, d4.loss_bbox: 0.5179, loss: 4.7503, grad_norm: 52.0514
2024-03-24 20:30:06,187 - my_logger - INFO - 2024-03-26 23:07:02,000 - mmdet - INFO - Epoch [22][1350/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3434, loss_bbox: 0.4876, d0.loss_cls: 0.3053, d0.loss_bbox: 0.3510 d1.loss_cls: 0.3203, d1.loss_bbox: 0.3051 d2.loss_cls: 0.3066, d2.loss_bbox: 0.4935 d3.loss_cls: 0.5737, d3.loss_bbox: 0.4286 d4.loss_cls: 0.5551, d4.loss_bbox: 0.3875, loss: 4.1974, grad_norm: 56.9135
2024-03-24 20:30:06,187 - my_logger - INFO - 2024-03-26 23:09:02,000 - mmdet - INFO - Epoch [22][1400/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3519, loss_bbox: 0.3988, d0.loss_cls: 0.4105, d0.loss_bbox: 0.4665 d1.loss_cls: 0.3998, d1.loss_bbox: 0.5378 d2.loss_cls: 0.3884, d2.loss_bbox: 0.5589 d3.loss_cls: 0.3292, d3.loss_bbox: 0.3204 d4.loss_cls: 0.3473, d4.loss_bbox: 0.5499, loss: 3.8767, grad_norm: 55.1666
2024-03-24 20:30:06,188 - my_logger - INFO - 2024-03-26 23:11:02,000 - mmdet - INFO - Epoch [22][1450/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4685, loss_bbox: 0.5085, d0.loss_cls: 0.3703, d0.loss_bbox: 0.3370 d1.loss_cls: 0.5000, d1.loss_bbox: 0.3929 d2.loss_cls: 0.5524, d2.loss_bbox: 0.3369 d3.loss_cls: 0.3304, d3.loss_bbox: 0.5288 d4.loss_cls: 0.5595, d4.loss_bbox: 0.3128, loss: 4.8150, grad_norm: 55.8389
2024-03-24 20:30:06,188 - my_logger - INFO - 2024-03-26 23:13:02,000 - mmdet - INFO - Epoch [22][1500/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5235, loss_bbox: 0.5051, d0.loss_cls: 0.3223, d0.loss_bbox: 0.4867 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4023 d2.loss_cls: 0.5082, d2.loss_bbox: 0.3215 d3.loss_cls: 0.4131, d3.loss_bbox: 0.3452 d4.loss_cls: 0.4748, d4.loss_bbox: 0.5375, loss: 4.7030, grad_norm: 53.0358
2024-03-24 20:30:06,189 - my_logger - INFO - 2024-03-26 23:15:02,000 - mmdet - INFO - Epoch [22][1550/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.4026, d0.loss_cls: 0.5290, d0.loss_bbox: 0.5453 d1.loss_cls: 0.4352, d1.loss_bbox: 0.5612 d2.loss_cls: 0.5989, d2.loss_bbox: 0.5867 d3.loss_cls: 0.3441, d3.loss_bbox: 0.5692 d4.loss_cls: 0.3661, d4.loss_bbox: 0.4677, loss: 3.7521, grad_norm: 54.6073
2024-03-24 20:30:06,189 - my_logger - INFO - 2024-03-26 23:17:02,000 - mmdet - INFO - Epoch [22][1600/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2877, loss_bbox: 0.5147, d0.loss_cls: 0.5171, d0.loss_bbox: 0.4452 d1.loss_cls: 0.4182, d1.loss_bbox: 0.3746 d2.loss_cls: 0.5538, d2.loss_bbox: 0.5988 d3.loss_cls: 0.5000, d3.loss_bbox: 0.5125 d4.loss_cls: 0.3908, d4.loss_bbox: 0.3436, loss: 3.9711, grad_norm: 55.8203
2024-03-24 20:30:06,190 - my_logger - INFO - 2024-03-26 23:19:02,000 - mmdet - INFO - Epoch [22][1650/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4024, loss_bbox: 0.3518, d0.loss_cls: 0.5936, d0.loss_bbox: 0.3347 d1.loss_cls: 0.3984, d1.loss_bbox: 0.4409 d2.loss_cls: 0.5516, d2.loss_bbox: 0.3823 d3.loss_cls: 0.3436, d3.loss_bbox: 0.4944 d4.loss_cls: 0.4898, d4.loss_bbox: 0.4888, loss: 3.7846, grad_norm: 57.5961
2024-03-24 20:30:06,190 - my_logger - INFO - 2024-03-26 23:21:02,000 - mmdet - INFO - Epoch [22][1700/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4554, loss_bbox: 0.4861, d0.loss_cls: 0.5251, d0.loss_bbox: 0.3866 d1.loss_cls: 0.3611, d1.loss_bbox: 0.4950 d2.loss_cls: 0.5480, d2.loss_bbox: 0.4394 d3.loss_cls: 0.3691, d3.loss_bbox: 0.4512 d4.loss_cls: 0.4129, d4.loss_bbox: 0.4317, loss: 4.4478, grad_norm: 51.5456
2024-03-24 20:30:06,191 - my_logger - INFO - 2024-03-26 23:23:02,000 - mmdet - INFO - Epoch [22][1750/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4680, loss_bbox: 0.4984, d0.loss_cls: 0.4179, d0.loss_bbox: 0.5468 d1.loss_cls: 0.3836, d1.loss_bbox: 0.4190 d2.loss_cls: 0.4685, d2.loss_bbox: 0.5888 d3.loss_cls: 0.5756, d3.loss_bbox: 0.5917 d4.loss_cls: 0.4736, d4.loss_bbox: 0.3898, loss: 4.8507, grad_norm: 57.3928
2024-03-24 20:30:06,191 - my_logger - INFO - 2024-03-26 23:25:02,000 - mmdet - INFO - Epoch [22][1800/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3257, loss_bbox: 0.4182, d0.loss_cls: 0.3596, d0.loss_bbox: 0.4785 d1.loss_cls: 0.4856, d1.loss_bbox: 0.5465 d2.loss_cls: 0.4094, d2.loss_bbox: 0.4655 d3.loss_cls: 0.3862, d3.loss_bbox: 0.5304 d4.loss_cls: 0.4614, d4.loss_bbox: 0.4974, loss: 4.6157, grad_norm: 58.1031
2024-03-24 20:30:06,192 - my_logger - INFO - 2024-03-26 23:27:02,000 - mmdet - INFO - Epoch [22][1850/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4669, loss_bbox: 0.3584, d0.loss_cls: 0.3365, d0.loss_bbox: 0.3879 d1.loss_cls: 0.5696, d1.loss_bbox: 0.3684 d2.loss_cls: 0.5044, d2.loss_bbox: 0.4201 d3.loss_cls: 0.5306, d3.loss_bbox: 0.3524 d4.loss_cls: 0.4184, d4.loss_bbox: 0.4511, loss: 3.5615, grad_norm: 54.8996
2024-03-24 20:30:06,192 - my_logger - INFO - 2024-03-26 23:29:02,000 - mmdet - INFO - Epoch [22][1900/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2946, loss_bbox: 0.3628, d0.loss_cls: 0.5974, d0.loss_bbox: 0.3558 d1.loss_cls: 0.3265, d1.loss_bbox: 0.5298 d2.loss_cls: 0.3716, d2.loss_bbox: 0.3076 d3.loss_cls: 0.5921, d3.loss_bbox: 0.5482 d4.loss_cls: 0.4366, d4.loss_bbox: 0.3571, loss: 3.8368, grad_norm: 58.5438
2024-03-24 20:30:06,193 - my_logger - INFO - 2024-03-26 23:31:02,000 - mmdet - INFO - Epoch [22][1950/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2573, loss_bbox: 0.4542, d0.loss_cls: 0.5443, d0.loss_bbox: 0.4816 d1.loss_cls: 0.3538, d1.loss_bbox: 0.5867 d2.loss_cls: 0.4281, d2.loss_bbox: 0.3407 d3.loss_cls: 0.4119, d3.loss_bbox: 0.3651 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4900, loss: 4.8932, grad_norm: 52.7224
2024-03-24 20:30:06,193 - my_logger - INFO - 2024-03-26 23:33:02,000 - mmdet - INFO - Epoch [22][2000/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4283, loss_bbox: 0.3222, d0.loss_cls: 0.3176, d0.loss_bbox: 0.3469 d1.loss_cls: 0.3275, d1.loss_bbox: 0.3897 d2.loss_cls: 0.5718, d2.loss_bbox: 0.4683 d3.loss_cls: 0.4050, d3.loss_bbox: 0.5552 d4.loss_cls: 0.5893, d4.loss_bbox: 0.5818, loss: 3.8947, grad_norm: 55.1928
2024-03-24 20:30:06,194 - my_logger - INFO - 2024-03-26 23:35:02,000 - mmdet - INFO - Epoch [22][2050/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2540, loss_bbox: 0.3233, d0.loss_cls: 0.5637, d0.loss_bbox: 0.5620 d1.loss_cls: 0.3058, d1.loss_bbox: 0.5634 d2.loss_cls: 0.3535, d2.loss_bbox: 0.4443 d3.loss_cls: 0.5255, d3.loss_bbox: 0.3083 d4.loss_cls: 0.3701, d4.loss_bbox: 0.4204, loss: 4.2772, grad_norm: 56.5840
2024-03-24 20:30:06,195 - my_logger - INFO - 2024-03-26 23:37:02,000 - mmdet - INFO - Epoch [22][2100/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2550, loss_bbox: 0.4619, d0.loss_cls: 0.5718, d0.loss_bbox: 0.4473 d1.loss_cls: 0.3796, d1.loss_bbox: 0.4114 d2.loss_cls: 0.3133, d2.loss_bbox: 0.3343 d3.loss_cls: 0.4247, d3.loss_bbox: 0.5026 d4.loss_cls: 0.5700, d4.loss_bbox: 0.4837, loss: 4.4260, grad_norm: 53.1319
2024-03-24 20:30:06,196 - my_logger - INFO - 2024-03-26 23:39:02,000 - mmdet - INFO - Epoch [22][2150/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4091, loss_bbox: 0.5527, d0.loss_cls: 0.5851, d0.loss_bbox: 0.3883 d1.loss_cls: 0.5528, d1.loss_bbox: 0.4472 d2.loss_cls: 0.4513, d2.loss_bbox: 0.3687 d3.loss_cls: 0.4286, d3.loss_bbox: 0.4012 d4.loss_cls: 0.4837, d4.loss_bbox: 0.4090, loss: 4.2872, grad_norm: 56.0877
2024-03-24 20:30:06,196 - my_logger - INFO - 2024-03-26 23:41:02,000 - mmdet - INFO - Epoch [22][2200/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4043, loss_bbox: 0.4301, d0.loss_cls: 0.3971, d0.loss_bbox: 0.4601 d1.loss_cls: 0.5042, d1.loss_bbox: 0.3726 d2.loss_cls: 0.3746, d2.loss_bbox: 0.3600 d3.loss_cls: 0.4049, d3.loss_bbox: 0.4479 d4.loss_cls: 0.4123, d4.loss_bbox: 0.5369, loss: 4.0165, grad_norm: 52.6606
2024-03-24 20:30:06,197 - my_logger - INFO - 2024-03-26 23:43:02,000 - mmdet - INFO - Epoch [22][2250/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5188, loss_bbox: 0.3708, d0.loss_cls: 0.4506, d0.loss_bbox: 0.5303 d1.loss_cls: 0.3417, d1.loss_bbox: 0.4489 d2.loss_cls: 0.4334, d2.loss_bbox: 0.5710 d3.loss_cls: 0.5627, d3.loss_bbox: 0.3784 d4.loss_cls: 0.4338, d4.loss_bbox: 0.4102, loss: 4.3358, grad_norm: 51.9962
2024-03-24 20:30:06,198 - my_logger - INFO - 2024-03-26 23:45:02,000 - mmdet - INFO - Epoch [22][2300/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2729, loss_bbox: 0.4431, d0.loss_cls: 0.5774, d0.loss_bbox: 0.4815 d1.loss_cls: 0.3127, d1.loss_bbox: 0.5828 d2.loss_cls: 0.3928, d2.loss_bbox: 0.4523 d3.loss_cls: 0.5969, d3.loss_bbox: 0.3169 d4.loss_cls: 0.3179, d4.loss_bbox: 0.3965, loss: 3.6222, grad_norm: 55.0594
2024-03-24 20:30:06,198 - my_logger - INFO - 2024-03-26 23:47:02,000 - mmdet - INFO - Epoch [22][2350/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5487, loss_bbox: 0.4642, d0.loss_cls: 0.5911, d0.loss_bbox: 0.5952 d1.loss_cls: 0.4058, d1.loss_bbox: 0.5719 d2.loss_cls: 0.5566, d2.loss_bbox: 0.4856 d3.loss_cls: 0.5643, d3.loss_bbox: 0.4051 d4.loss_cls: 0.5644, d4.loss_bbox: 0.4427, loss: 4.3500, grad_norm: 53.3767
2024-03-24 20:30:06,199 - my_logger - INFO - 2024-03-26 23:49:02,000 - mmdet - INFO - Epoch [22][2400/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5168, loss_bbox: 0.5035, d0.loss_cls: 0.4484, d0.loss_bbox: 0.4487 d1.loss_cls: 0.5429, d1.loss_bbox: 0.4378 d2.loss_cls: 0.5319, d2.loss_bbox: 0.3409 d3.loss_cls: 0.3675, d3.loss_bbox: 0.5447 d4.loss_cls: 0.5040, d4.loss_bbox: 0.3054, loss: 3.9691, grad_norm: 59.1601
2024-03-24 20:30:06,200 - my_logger - INFO - 2024-03-26 23:51:02,000 - mmdet - INFO - Epoch [22][2450/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5120, loss_bbox: 0.5807, d0.loss_cls: 0.5140, d0.loss_bbox: 0.4313 d1.loss_cls: 0.3324, d1.loss_bbox: 0.3448 d2.loss_cls: 0.4181, d2.loss_bbox: 0.4776 d3.loss_cls: 0.4472, d3.loss_bbox: 0.4724 d4.loss_cls: 0.3253, d4.loss_bbox: 0.5254, loss: 4.3932, grad_norm: 56.7336
2024-03-24 20:30:06,205 - my_logger - INFO - 2024-03-26 23:53:02,000 - mmdet - INFO - Epoch [22][2500/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4362, loss_bbox: 0.5931, d0.loss_cls: 0.3513, d0.loss_bbox: 0.4900 d1.loss_cls: 0.4901, d1.loss_bbox: 0.5035 d2.loss_cls: 0.5505, d2.loss_bbox: 0.5650 d3.loss_cls: 0.5279, d3.loss_bbox: 0.3964 d4.loss_cls: 0.3136, d4.loss_bbox: 0.4079, loss: 4.0371, grad_norm: 58.9552
2024-03-24 20:30:06,206 - my_logger - INFO - 2024-03-26 23:55:02,000 - mmdet - INFO - Epoch [22][2550/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3781, loss_bbox: 0.3790, d0.loss_cls: 0.4682, d0.loss_bbox: 0.5238 d1.loss_cls: 0.5379, d1.loss_bbox: 0.5396 d2.loss_cls: 0.4215, d2.loss_bbox: 0.3947 d3.loss_cls: 0.4846, d3.loss_bbox: 0.4157 d4.loss_cls: 0.4776, d4.loss_bbox: 0.4794, loss: 4.7350, grad_norm: 57.7903
2024-03-24 20:30:06,206 - my_logger - INFO - 2024-03-26 23:57:02,000 - mmdet - INFO - Epoch [22][2600/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4007, loss_bbox: 0.3565, d0.loss_cls: 0.3587, d0.loss_bbox: 0.3129 d1.loss_cls: 0.3779, d1.loss_bbox: 0.3300 d2.loss_cls: 0.3082, d2.loss_bbox: 0.5141 d3.loss_cls: 0.5699, d3.loss_bbox: 0.3663 d4.loss_cls: 0.4959, d4.loss_bbox: 0.4334, loss: 4.5603, grad_norm: 53.4010
2024-03-24 20:30:06,207 - my_logger - INFO - 2024-03-26 23:59:02,000 - mmdet - INFO - Epoch [22][2650/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4206, loss_bbox: 0.4198, d0.loss_cls: 0.5209, d0.loss_bbox: 0.4319 d1.loss_cls: 0.4907, d1.loss_bbox: 0.5684 d2.loss_cls: 0.3777, d2.loss_bbox: 0.4996 d3.loss_cls: 0.4782, d3.loss_bbox: 0.3834 d4.loss_cls: 0.4329, d4.loss_bbox: 0.3564, loss: 4.2746, grad_norm: 57.2476
2024-03-24 20:30:06,216 - my_logger - INFO - 2024-03-27 00:01:02,000 - mmdet - INFO - Epoch [22][2700/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3527, loss_bbox: 0.3946, d0.loss_cls: 0.5949, d0.loss_bbox: 0.4742 d1.loss_cls: 0.5625, d1.loss_bbox: 0.3646 d2.loss_cls: 0.3726, d2.loss_bbox: 0.5845 d3.loss_cls: 0.4725, d3.loss_bbox: 0.4016 d4.loss_cls: 0.3867, d4.loss_bbox: 0.3672, loss: 3.8133, grad_norm: 55.4286
2024-03-24 20:30:06,216 - my_logger - INFO - 2024-03-27 00:03:02,000 - mmdet - INFO - Epoch [22][2750/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3909, loss_bbox: 0.4828, d0.loss_cls: 0.5533, d0.loss_bbox: 0.4691 d1.loss_cls: 0.3498, d1.loss_bbox: 0.5082 d2.loss_cls: 0.4266, d2.loss_bbox: 0.3995 d3.loss_cls: 0.4811, d3.loss_bbox: 0.3042 d4.loss_cls: 0.3792, d4.loss_bbox: 0.3730, loss: 3.7523, grad_norm: 55.7041
2024-03-24 20:30:06,217 - my_logger - INFO - 2024-03-27 00:05:02,000 - mmdet - INFO - Epoch [22][2800/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4834, loss_bbox: 0.5897, d0.loss_cls: 0.5291, d0.loss_bbox: 0.3580 d1.loss_cls: 0.4067, d1.loss_bbox: 0.4827 d2.loss_cls: 0.3024, d2.loss_bbox: 0.3949 d3.loss_cls: 0.5858, d3.loss_bbox: 0.4691 d4.loss_cls: 0.3158, d4.loss_bbox: 0.4967, loss: 4.6309, grad_norm: 52.7398
2024-03-24 20:30:06,218 - my_logger - INFO - 2024-03-27 00:07:02,000 - mmdet - INFO - Epoch [22][2850/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4557, loss_bbox: 0.3496, d0.loss_cls: 0.3985, d0.loss_bbox: 0.4620 d1.loss_cls: 0.4187, d1.loss_bbox: 0.4873 d2.loss_cls: 0.3083, d2.loss_bbox: 0.5148 d3.loss_cls: 0.3433, d3.loss_bbox: 0.4391 d4.loss_cls: 0.3320, d4.loss_bbox: 0.5318, loss: 4.3835, grad_norm: 55.5296
2024-03-24 20:30:06,218 - my_logger - INFO - 2024-03-27 00:09:02,000 - mmdet - INFO - Epoch [22][2900/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5638, loss_bbox: 0.4312, d0.loss_cls: 0.3449, d0.loss_bbox: 0.3096 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4968 d2.loss_cls: 0.4334, d2.loss_bbox: 0.3243 d3.loss_cls: 0.5334, d3.loss_bbox: 0.4785 d4.loss_cls: 0.5709, d4.loss_bbox: 0.5425, loss: 4.4702, grad_norm: 53.0445
2024-03-24 20:30:06,218 - my_logger - INFO - 2024-03-27 00:11:02,000 - mmdet - INFO - Epoch [22][2950/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2803, loss_bbox: 0.4501, d0.loss_cls: 0.3500, d0.loss_bbox: 0.4514 d1.loss_cls: 0.5341, d1.loss_bbox: 0.5286 d2.loss_cls: 0.3984, d2.loss_bbox: 0.5007 d3.loss_cls: 0.5805, d3.loss_bbox: 0.4588 d4.loss_cls: 0.4548, d4.loss_bbox: 0.4698, loss: 4.7127, grad_norm: 58.0103
2024-03-24 20:30:06,219 - my_logger - INFO - 2024-03-27 00:13:02,000 - mmdet - INFO - Epoch [22][3000/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4616, loss_bbox: 0.3061, d0.loss_cls: 0.5523, d0.loss_bbox: 0.5705 d1.loss_cls: 0.4989, d1.loss_bbox: 0.3907 d2.loss_cls: 0.4971, d2.loss_bbox: 0.5740 d3.loss_cls: 0.4562, d3.loss_bbox: 0.4581 d4.loss_cls: 0.4978, d4.loss_bbox: 0.4408, loss: 4.6443, grad_norm: 52.7060
2024-03-24 20:30:06,219 - my_logger - INFO - 2024-03-27 00:15:02,000 - mmdet - INFO - Epoch [22][3050/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4873, loss_bbox: 0.5930, d0.loss_cls: 0.4433, d0.loss_bbox: 0.3671 d1.loss_cls: 0.3117, d1.loss_bbox: 0.4194 d2.loss_cls: 0.4052, d2.loss_bbox: 0.5636 d3.loss_cls: 0.5780, d3.loss_bbox: 0.5025 d4.loss_cls: 0.4026, d4.loss_bbox: 0.5934, loss: 3.8217, grad_norm: 59.4561
2024-03-24 20:30:06,220 - my_logger - INFO - 2024-03-27 00:17:02,000 - mmdet - INFO - Epoch [22][3100/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5224, loss_bbox: 0.4398, d0.loss_cls: 0.5641, d0.loss_bbox: 0.4931 d1.loss_cls: 0.4779, d1.loss_bbox: 0.5853 d2.loss_cls: 0.5207, d2.loss_bbox: 0.5915 d3.loss_cls: 0.4350, d3.loss_bbox: 0.4583 d4.loss_cls: 0.5905, d4.loss_bbox: 0.4937, loss: 4.2219, grad_norm: 52.1882
2024-03-24 20:30:06,220 - my_logger - INFO - 2024-03-27 00:19:02,000 - mmdet - INFO - Epoch [22][3150/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5866, loss_bbox: 0.4518, d0.loss_cls: 0.4655, d0.loss_bbox: 0.3821 d1.loss_cls: 0.5944, d1.loss_bbox: 0.4622 d2.loss_cls: 0.4044, d2.loss_bbox: 0.4721 d3.loss_cls: 0.3740, d3.loss_bbox: 0.4561 d4.loss_cls: 0.4833, d4.loss_bbox: 0.5596, loss: 3.5946, grad_norm: 58.2130
2024-03-24 20:30:06,221 - my_logger - INFO - 2024-03-27 00:21:02,000 - mmdet - INFO - Epoch [22][3200/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3217, loss_bbox: 0.5044, d0.loss_cls: 0.4264, d0.loss_bbox: 0.4697 d1.loss_cls: 0.4342, d1.loss_bbox: 0.3477 d2.loss_cls: 0.3022, d2.loss_bbox: 0.4409 d3.loss_cls: 0.3916, d3.loss_bbox: 0.3526 d4.loss_cls: 0.5326, d4.loss_bbox: 0.3459, loss: 4.7593, grad_norm: 58.6953
2024-03-24 20:30:06,221 - my_logger - INFO - 2024-03-27 00:23:02,000 - mmdet - INFO - Epoch [22][3250/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4562, loss_bbox: 0.4321, d0.loss_cls: 0.4842, d0.loss_bbox: 0.5238 d1.loss_cls: 0.5173, d1.loss_bbox: 0.4063 d2.loss_cls: 0.3175, d2.loss_bbox: 0.5177 d3.loss_cls: 0.4805, d3.loss_bbox: 0.5900 d4.loss_cls: 0.4066, d4.loss_bbox: 0.5371, loss: 4.5303, grad_norm: 55.0418
2024-03-24 20:30:06,221 - my_logger - INFO - 2024-03-27 00:25:02,000 - mmdet - INFO - Epoch [22][3300/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4379, loss_bbox: 0.5160, d0.loss_cls: 0.5704, d0.loss_bbox: 0.4455 d1.loss_cls: 0.3190, d1.loss_bbox: 0.4214 d2.loss_cls: 0.5449, d2.loss_bbox: 0.5390 d3.loss_cls: 0.5569, d3.loss_bbox: 0.4741 d4.loss_cls: 0.3271, d4.loss_bbox: 0.4694, loss: 3.5286, grad_norm: 56.5575
2024-03-24 20:30:06,222 - my_logger - INFO - 2024-03-27 00:27:02,000 - mmdet - INFO - Epoch [22][3350/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5478, loss_bbox: 0.5130, d0.loss_cls: 0.4234, d0.loss_bbox: 0.4951 d1.loss_cls: 0.5449, d1.loss_bbox: 0.3461 d2.loss_cls: 0.4923, d2.loss_bbox: 0.5594 d3.loss_cls: 0.5077, d3.loss_bbox: 0.5507 d4.loss_cls: 0.5411, d4.loss_bbox: 0.4264, loss: 3.8090, grad_norm: 57.7735
2024-03-24 20:30:06,222 - my_logger - INFO - 2024-03-27 00:29:02,000 - mmdet - INFO - Epoch [22][3400/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4733, loss_bbox: 0.5214, d0.loss_cls: 0.4551, d0.loss_bbox: 0.5481 d1.loss_cls: 0.3776, d1.loss_bbox: 0.3928 d2.loss_cls: 0.4038, d2.loss_bbox: 0.4870 d3.loss_cls: 0.4676, d3.loss_bbox: 0.5055 d4.loss_cls: 0.4774, d4.loss_bbox: 0.5030, loss: 3.5440, grad_norm: 53.6403
2024-03-24 20:30:06,223 - my_logger - INFO - 2024-03-27 00:31:02,000 - mmdet - INFO - Epoch [22][3450/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4110, loss_bbox: 0.3402, d0.loss_cls: 0.3359, d0.loss_bbox: 0.3035 d1.loss_cls: 0.3697, d1.loss_bbox: 0.3656 d2.loss_cls: 0.4018, d2.loss_bbox: 0.5525 d3.loss_cls: 0.3455, d3.loss_bbox: 0.4918 d4.loss_cls: 0.5478, d4.loss_bbox: 0.3995, loss: 4.9597, grad_norm: 53.2761
2024-03-24 20:30:06,223 - my_logger - INFO - 2024-03-27 00:33:02,000 - mmdet - INFO - Epoch [22][3500/3517][Batch size: 50]	lr: 1.909e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4351, loss_bbox: 0.5766, d0.loss_cls: 0.3130, d0.loss_bbox: 0.3321 d1.loss_cls: 0.5437, d1.loss_bbox: 0.3146 d2.loss_cls: 0.4808, d2.loss_bbox: 0.4585 d3.loss_cls: 0.5932, d3.loss_bbox: 0.5705 d4.loss_cls: 0.5399, d4.loss_bbox: 0.3345, loss: 3.6529, grad_norm: 50.8124
2024-03-24 20:30:06,224 - my_logger - INFO - 2024-03-27 00:35:02,000 - mmdet - INFO - Epoch [23][0/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3568, loss_bbox: 0.4537, d0.loss_cls: 0.5212, d0.loss_bbox: 0.3673 d1.loss_cls: 0.4481, d1.loss_bbox: 0.5172 d2.loss_cls: 0.5492, d2.loss_bbox: 0.5933 d3.loss_cls: 0.4784, d3.loss_bbox: 0.3407 d4.loss_cls: 0.4200, d4.loss_bbox: 0.4580, loss: 4.8490, grad_norm: 52.8234
2024-03-24 20:30:06,224 - my_logger - INFO - 2024-03-27 00:37:02,000 - mmdet - INFO - Epoch [23][50/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4371, loss_bbox: 0.3494, d0.loss_cls: 0.5242, d0.loss_bbox: 0.4584 d1.loss_cls: 0.3604, d1.loss_bbox: 0.4829 d2.loss_cls: 0.3130, d2.loss_bbox: 0.4492 d3.loss_cls: 0.4274, d3.loss_bbox: 0.4566 d4.loss_cls: 0.4269, d4.loss_bbox: 0.4231, loss: 4.9418, grad_norm: 58.9148
2024-03-24 20:30:06,225 - my_logger - INFO - 2024-03-27 00:39:02,000 - mmdet - INFO - Epoch [23][100/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3170, loss_bbox: 0.5600, d0.loss_cls: 0.4744, d0.loss_bbox: 0.3283 d1.loss_cls: 0.4178, d1.loss_bbox: 0.4482 d2.loss_cls: 0.3871, d2.loss_bbox: 0.4208 d3.loss_cls: 0.4388, d3.loss_bbox: 0.4526 d4.loss_cls: 0.4778, d4.loss_bbox: 0.3237, loss: 4.2909, grad_norm: 57.4029
2024-03-24 20:30:06,225 - my_logger - INFO - 2024-03-27 00:41:02,000 - mmdet - INFO - Epoch [23][150/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4148, loss_bbox: 0.4666, d0.loss_cls: 0.5000, d0.loss_bbox: 0.3049 d1.loss_cls: 0.4261, d1.loss_bbox: 0.3138 d2.loss_cls: 0.3954, d2.loss_bbox: 0.5692 d3.loss_cls: 0.4625, d3.loss_bbox: 0.4096 d4.loss_cls: 0.5691, d4.loss_bbox: 0.5576, loss: 3.7762, grad_norm: 56.8133
2024-03-24 20:30:06,226 - my_logger - INFO - 2024-03-27 00:43:02,000 - mmdet - INFO - Epoch [23][200/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2938, loss_bbox: 0.5376, d0.loss_cls: 0.4164, d0.loss_bbox: 0.3959 d1.loss_cls: 0.4883, d1.loss_bbox: 0.3994 d2.loss_cls: 0.5101, d2.loss_bbox: 0.5409 d3.loss_cls: 0.3903, d3.loss_bbox: 0.4849 d4.loss_cls: 0.4669, d4.loss_bbox: 0.3432, loss: 4.4458, grad_norm: 57.5055
2024-03-24 20:30:06,226 - my_logger - INFO - 2024-03-27 00:45:02,000 - mmdet - INFO - Epoch [23][250/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5608, loss_bbox: 0.5647, d0.loss_cls: 0.3081, d0.loss_bbox: 0.5226 d1.loss_cls: 0.3198, d1.loss_bbox: 0.3460 d2.loss_cls: 0.3696, d2.loss_bbox: 0.5344 d3.loss_cls: 0.3664, d3.loss_bbox: 0.5912 d4.loss_cls: 0.3315, d4.loss_bbox: 0.4379, loss: 3.6037, grad_norm: 59.3251
2024-03-24 20:30:06,227 - my_logger - INFO - 2024-03-27 00:47:02,000 - mmdet - INFO - Epoch [23][300/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3442, loss_bbox: 0.5820, d0.loss_cls: 0.4260, d0.loss_bbox: 0.5277 d1.loss_cls: 0.5840, d1.loss_bbox: 0.4017 d2.loss_cls: 0.3568, d2.loss_bbox: 0.3067 d3.loss_cls: 0.3502, d3.loss_bbox: 0.4222 d4.loss_cls: 0.5160, d4.loss_bbox: 0.5148, loss: 3.8484, grad_norm: 55.1091
2024-03-24 20:30:06,227 - my_logger - INFO - 2024-03-27 00:49:02,000 - mmdet - INFO - Epoch [23][350/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5724, loss_bbox: 0.4168, d0.loss_cls: 0.4311, d0.loss_bbox: 0.5893 d1.loss_cls: 0.4282, d1.loss_bbox: 0.5484 d2.loss_cls: 0.5560, d2.loss_bbox: 0.5846 d3.loss_cls: 0.5800, d3.loss_bbox: 0.4961 d4.loss_cls: 0.3319, d4.loss_bbox: 0.5880, loss: 4.5332, grad_norm: 53.4987
2024-03-24 20:30:06,227 - my_logger - INFO - 2024-03-27 00:51:02,000 - mmdet - INFO - Epoch [23][400/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4130, loss_bbox: 0.3469, d0.loss_cls: 0.3769, d0.loss_bbox: 0.3711 d1.loss_cls: 0.5989, d1.loss_bbox: 0.3381 d2.loss_cls: 0.4409, d2.loss_bbox: 0.3106 d3.loss_cls: 0.5137, d3.loss_bbox: 0.3405 d4.loss_cls: 0.4258, d4.loss_bbox: 0.3469, loss: 4.6504, grad_norm: 59.2105
2024-03-24 20:30:06,228 - my_logger - INFO - 2024-03-27 00:53:02,000 - mmdet - INFO - Epoch [23][450/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4202, loss_bbox: 0.4610, d0.loss_cls: 0.4473, d0.loss_bbox: 0.3220 d1.loss_cls: 0.3562, d1.loss_bbox: 0.3451 d2.loss_cls: 0.4822, d2.loss_bbox: 0.3053 d3.loss_cls: 0.5375, d3.loss_bbox: 0.4206 d4.loss_cls: 0.3623, d4.loss_bbox: 0.5166, loss: 4.8033, grad_norm: 51.8943
2024-03-24 20:30:06,228 - my_logger - INFO - 2024-03-27 00:55:02,000 - mmdet - INFO - Epoch [23][500/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5129, loss_bbox: 0.4089, d0.loss_cls: 0.4341, d0.loss_bbox: 0.5719 d1.loss_cls: 0.3402, d1.loss_bbox: 0.3268 d2.loss_cls: 0.5948, d2.loss_bbox: 0.4581 d3.loss_cls: 0.3699, d3.loss_bbox: 0.3653 d4.loss_cls: 0.3133, d4.loss_bbox: 0.5214, loss: 4.1305, grad_norm: 54.6951
2024-03-24 20:30:06,229 - my_logger - INFO - 2024-03-27 00:57:02,000 - mmdet - INFO - Epoch [23][550/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4568, loss_bbox: 0.5578, d0.loss_cls: 0.3205, d0.loss_bbox: 0.3099 d1.loss_cls: 0.5105, d1.loss_bbox: 0.4754 d2.loss_cls: 0.4765, d2.loss_bbox: 0.5424 d3.loss_cls: 0.4389, d3.loss_bbox: 0.3192 d4.loss_cls: 0.5186, d4.loss_bbox: 0.4398, loss: 3.9757, grad_norm: 58.0793
2024-03-24 20:30:06,229 - my_logger - INFO - 2024-03-27 00:59:02,000 - mmdet - INFO - Epoch [23][600/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3984, loss_bbox: 0.5160, d0.loss_cls: 0.5103, d0.loss_bbox: 0.4091 d1.loss_cls: 0.4516, d1.loss_bbox: 0.4452 d2.loss_cls: 0.3547, d2.loss_bbox: 0.4478 d3.loss_cls: 0.4358, d3.loss_bbox: 0.5079 d4.loss_cls: 0.5033, d4.loss_bbox: 0.3485, loss: 3.8500, grad_norm: 56.9271
2024-03-24 20:30:06,229 - my_logger - INFO - 2024-03-27 01:01:02,000 - mmdet - INFO - Epoch [23][650/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4164, loss_bbox: 0.3704, d0.loss_cls: 0.3889, d0.loss_bbox: 0.5792 d1.loss_cls: 0.3873, d1.loss_bbox: 0.3916 d2.loss_cls: 0.4456, d2.loss_bbox: 0.3062 d3.loss_cls: 0.3938, d3.loss_bbox: 0.4363 d4.loss_cls: 0.5032, d4.loss_bbox: 0.5253, loss: 3.6170, grad_norm: 55.6848
2024-03-24 20:30:06,230 - my_logger - INFO - 2024-03-27 01:03:02,000 - mmdet - INFO - Epoch [23][700/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2643, loss_bbox: 0.5237, d0.loss_cls: 0.3393, d0.loss_bbox: 0.5110 d1.loss_cls: 0.3665, d1.loss_bbox: 0.5918 d2.loss_cls: 0.3882, d2.loss_bbox: 0.4162 d3.loss_cls: 0.4020, d3.loss_bbox: 0.3004 d4.loss_cls: 0.4061, d4.loss_bbox: 0.3608, loss: 4.5102, grad_norm: 59.3399
2024-03-24 20:30:06,230 - my_logger - INFO - 2024-03-27 01:05:02,000 - mmdet - INFO - Epoch [23][750/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3705, loss_bbox: 0.5830, d0.loss_cls: 0.5403, d0.loss_bbox: 0.4989 d1.loss_cls: 0.5839, d1.loss_bbox: 0.5876 d2.loss_cls: 0.5835, d2.loss_bbox: 0.4565 d3.loss_cls: 0.5061, d3.loss_bbox: 0.4504 d4.loss_cls: 0.3080, d4.loss_bbox: 0.5190, loss: 3.8229, grad_norm: 59.5156
2024-03-24 20:30:06,230 - my_logger - INFO - 2024-03-27 01:07:02,000 - mmdet - INFO - Epoch [23][800/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2877, loss_bbox: 0.5547, d0.loss_cls: 0.4133, d0.loss_bbox: 0.5543 d1.loss_cls: 0.4341, d1.loss_bbox: 0.5270 d2.loss_cls: 0.4796, d2.loss_bbox: 0.4439 d3.loss_cls: 0.3686, d3.loss_bbox: 0.3676 d4.loss_cls: 0.3235, d4.loss_bbox: 0.3550, loss: 4.7058, grad_norm: 57.0578
2024-03-24 20:30:06,231 - my_logger - INFO - 2024-03-27 01:09:02,000 - mmdet - INFO - Epoch [23][850/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3313, loss_bbox: 0.3678, d0.loss_cls: 0.3113, d0.loss_bbox: 0.3863 d1.loss_cls: 0.5278, d1.loss_bbox: 0.4217 d2.loss_cls: 0.5053, d2.loss_bbox: 0.4786 d3.loss_cls: 0.4738, d3.loss_bbox: 0.5886 d4.loss_cls: 0.4684, d4.loss_bbox: 0.3624, loss: 3.6258, grad_norm: 51.7316
2024-03-24 20:30:06,231 - my_logger - INFO - 2024-03-27 01:11:02,000 - mmdet - INFO - Epoch [23][900/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5878, loss_bbox: 0.4578, d0.loss_cls: 0.4534, d0.loss_bbox: 0.5267 d1.loss_cls: 0.5102, d1.loss_bbox: 0.4671 d2.loss_cls: 0.5758, d2.loss_bbox: 0.5252 d3.loss_cls: 0.5788, d3.loss_bbox: 0.4164 d4.loss_cls: 0.4143, d4.loss_bbox: 0.3824, loss: 4.8531, grad_norm: 56.3764
2024-03-24 20:30:06,232 - my_logger - INFO - 2024-03-27 01:13:02,000 - mmdet - INFO - Epoch [23][950/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3493, loss_bbox: 0.4333, d0.loss_cls: 0.3622, d0.loss_bbox: 0.5656 d1.loss_cls: 0.4348, d1.loss_bbox: 0.3384 d2.loss_cls: 0.5719, d2.loss_bbox: 0.5080 d3.loss_cls: 0.4858, d3.loss_bbox: 0.3629 d4.loss_cls: 0.3167, d4.loss_bbox: 0.5706, loss: 3.5782, grad_norm: 55.6790
2024-03-24 20:30:06,232 - my_logger - INFO - 2024-03-27 01:15:02,000 - mmdet - INFO - Epoch [23][1000/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5413, loss_bbox: 0.4780, d0.loss_cls: 0.4783, d0.loss_bbox: 0.4083 d1.loss_cls: 0.5452, d1.loss_bbox: 0.3890 d2.loss_cls: 0.5857, d2.loss_bbox: 0.3208 d3.loss_cls: 0.3687, d3.loss_bbox: 0.5826 d4.loss_cls: 0.3546, d4.loss_bbox: 0.4887, loss: 3.6384, grad_norm: 54.7195
2024-03-24 20:30:06,233 - my_logger - INFO - 2024-03-27 01:17:02,000 - mmdet - INFO - Epoch [23][1050/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3858, loss_bbox: 0.3903, d0.loss_cls: 0.3662, d0.loss_bbox: 0.5228 d1.loss_cls: 0.4924, d1.loss_bbox: 0.4091 d2.loss_cls: 0.4687, d2.loss_bbox: 0.3186 d3.loss_cls: 0.4222, d3.loss_bbox: 0.3475 d4.loss_cls: 0.5524, d4.loss_bbox: 0.5498, loss: 4.0713, grad_norm: 59.4986
2024-03-24 20:30:06,233 - my_logger - INFO - 2024-03-27 01:19:02,000 - mmdet - INFO - Epoch [23][1100/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4324, loss_bbox: 0.4535, d0.loss_cls: 0.4174, d0.loss_bbox: 0.5041 d1.loss_cls: 0.4144, d1.loss_bbox: 0.5850 d2.loss_cls: 0.3680, d2.loss_bbox: 0.5675 d3.loss_cls: 0.3302, d3.loss_bbox: 0.4713 d4.loss_cls: 0.3550, d4.loss_bbox: 0.4767, loss: 4.1910, grad_norm: 57.3298
2024-03-24 20:30:06,233 - my_logger - INFO - 2024-03-27 01:21:02,000 - mmdet - INFO - Epoch [23][1150/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3724, loss_bbox: 0.3502, d0.loss_cls: 0.3828, d0.loss_bbox: 0.5819 d1.loss_cls: 0.4298, d1.loss_bbox: 0.3712 d2.loss_cls: 0.5159, d2.loss_bbox: 0.3066 d3.loss_cls: 0.4586, d3.loss_bbox: 0.3248 d4.loss_cls: 0.3825, d4.loss_bbox: 0.3996, loss: 4.1700, grad_norm: 51.7263
2024-03-24 20:30:06,234 - my_logger - INFO - 2024-03-27 01:23:02,000 - mmdet - INFO - Epoch [23][1200/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5136, loss_bbox: 0.5035, d0.loss_cls: 0.5683, d0.loss_bbox: 0.4430 d1.loss_cls: 0.4613, d1.loss_bbox: 0.4092 d2.loss_cls: 0.3553, d2.loss_bbox: 0.4511 d3.loss_cls: 0.4734, d3.loss_bbox: 0.3407 d4.loss_cls: 0.4065, d4.loss_bbox: 0.4689, loss: 3.7427, grad_norm: 58.6804
2024-03-24 20:30:06,234 - my_logger - INFO - 2024-03-27 01:25:02,000 - mmdet - INFO - Epoch [23][1250/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4517, loss_bbox: 0.3675, d0.loss_cls: 0.4290, d0.loss_bbox: 0.5660 d1.loss_cls: 0.4890, d1.loss_bbox: 0.3235 d2.loss_cls: 0.3122, d2.loss_bbox: 0.4887 d3.loss_cls: 0.4472, d3.loss_bbox: 0.4315 d4.loss_cls: 0.5741, d4.loss_bbox: 0.4185, loss: 3.6751, grad_norm: 52.6346
2024-03-24 20:30:06,235 - my_logger - INFO - 2024-03-27 01:27:02,000 - mmdet - INFO - Epoch [23][1300/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4541, loss_bbox: 0.4170, d0.loss_cls: 0.5305, d0.loss_bbox: 0.4656 d1.loss_cls: 0.4636, d1.loss_bbox: 0.4838 d2.loss_cls: 0.3125, d2.loss_bbox: 0.5264 d3.loss_cls: 0.5546, d3.loss_bbox: 0.4138 d4.loss_cls: 0.3410, d4.loss_bbox: 0.3055, loss: 3.9927, grad_norm: 56.4812
2024-03-24 20:30:06,235 - my_logger - INFO - 2024-03-27 01:29:02,000 - mmdet - INFO - Epoch [23][1350/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3810, loss_bbox: 0.3244, d0.loss_cls: 0.5034, d0.loss_bbox: 0.5713 d1.loss_cls: 0.3683, d1.loss_bbox: 0.3615 d2.loss_cls: 0.3832, d2.loss_bbox: 0.5501 d3.loss_cls: 0.3842, d3.loss_bbox: 0.5942 d4.loss_cls: 0.5685, d4.loss_bbox: 0.5543, loss: 3.6273, grad_norm: 59.8590
2024-03-24 20:30:06,236 - my_logger - INFO - 2024-03-27 01:31:02,000 - mmdet - INFO - Epoch [23][1400/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3063, loss_bbox: 0.5440, d0.loss_cls: 0.5113, d0.loss_bbox: 0.5376 d1.loss_cls: 0.5360, d1.loss_bbox: 0.3918 d2.loss_cls: 0.3852, d2.loss_bbox: 0.3440 d3.loss_cls: 0.3703, d3.loss_bbox: 0.4265 d4.loss_cls: 0.5086, d4.loss_bbox: 0.3139, loss: 3.8635, grad_norm: 59.0747
2024-03-24 20:30:06,236 - my_logger - INFO - 2024-03-27 01:33:02,000 - mmdet - INFO - Epoch [23][1450/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5178, loss_bbox: 0.5813, d0.loss_cls: 0.5396, d0.loss_bbox: 0.3422 d1.loss_cls: 0.5042, d1.loss_bbox: 0.5963 d2.loss_cls: 0.3610, d2.loss_bbox: 0.4739 d3.loss_cls: 0.5693, d3.loss_bbox: 0.5524 d4.loss_cls: 0.5943, d4.loss_bbox: 0.5667, loss: 4.5377, grad_norm: 53.5563
2024-03-24 20:30:06,237 - my_logger - INFO - 2024-03-27 01:35:02,000 - mmdet - INFO - Epoch [23][1500/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3569, loss_bbox: 0.4050, d0.loss_cls: 0.5006, d0.loss_bbox: 0.3173 d1.loss_cls: 0.5898, d1.loss_bbox: 0.4190 d2.loss_cls: 0.5306, d2.loss_bbox: 0.5539 d3.loss_cls: 0.4371, d3.loss_bbox: 0.4840 d4.loss_cls: 0.5003, d4.loss_bbox: 0.5634, loss: 4.7977, grad_norm: 59.0213
2024-03-24 20:30:06,237 - my_logger - INFO - 2024-03-27 01:37:02,000 - mmdet - INFO - Epoch [23][1550/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5246, loss_bbox: 0.5440, d0.loss_cls: 0.3672, d0.loss_bbox: 0.5693 d1.loss_cls: 0.5189, d1.loss_bbox: 0.3299 d2.loss_cls: 0.5191, d2.loss_bbox: 0.5771 d3.loss_cls: 0.5655, d3.loss_bbox: 0.3947 d4.loss_cls: 0.3535, d4.loss_bbox: 0.5233, loss: 3.9886, grad_norm: 55.9877
2024-03-24 20:30:06,238 - my_logger - INFO - 2024-03-27 01:39:02,000 - mmdet - INFO - Epoch [23][1600/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2564, loss_bbox: 0.3703, d0.loss_cls: 0.3548, d0.loss_bbox: 0.3512 d1.loss_cls: 0.4925, d1.loss_bbox: 0.5956 d2.loss_cls: 0.3883, d2.loss_bbox: 0.3886 d3.loss_cls: 0.5804, d3.loss_bbox: 0.4456 d4.loss_cls: 0.4038, d4.loss_bbox: 0.5294, loss: 3.9368, grad_norm: 53.9980
2024-03-24 20:30:06,238 - my_logger - INFO - 2024-03-27 01:41:02,000 - mmdet - INFO - Epoch [23][1650/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3829, loss_bbox: 0.4339, d0.loss_cls: 0.4795, d0.loss_bbox: 0.5799 d1.loss_cls: 0.4806, d1.loss_bbox: 0.3154 d2.loss_cls: 0.5838, d2.loss_bbox: 0.5382 d3.loss_cls: 0.5907, d3.loss_bbox: 0.4502 d4.loss_cls: 0.4911, d4.loss_bbox: 0.3068, loss: 4.6578, grad_norm: 57.0470
2024-03-24 20:30:06,238 - my_logger - INFO - 2024-03-27 01:43:02,000 - mmdet - INFO - Epoch [23][1700/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5522, loss_bbox: 0.4125, d0.loss_cls: 0.4507, d0.loss_bbox: 0.5318 d1.loss_cls: 0.3678, d1.loss_bbox: 0.4656 d2.loss_cls: 0.3115, d2.loss_bbox: 0.5240 d3.loss_cls: 0.5228, d3.loss_bbox: 0.3536 d4.loss_cls: 0.3638, d4.loss_bbox: 0.4667, loss: 3.7435, grad_norm: 58.7291
2024-03-24 20:30:06,249 - my_logger - INFO - 2024-03-27 01:45:02,000 - mmdet - INFO - Epoch [23][1750/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4869, loss_bbox: 0.5775, d0.loss_cls: 0.3921, d0.loss_bbox: 0.5940 d1.loss_cls: 0.5251, d1.loss_bbox: 0.5740 d2.loss_cls: 0.4620, d2.loss_bbox: 0.3086 d3.loss_cls: 0.5242, d3.loss_bbox: 0.4851 d4.loss_cls: 0.3101, d4.loss_bbox: 0.5631, loss: 3.7834, grad_norm: 50.7785
2024-03-24 20:30:06,250 - my_logger - INFO - 2024-03-27 01:47:02,000 - mmdet - INFO - Epoch [23][1800/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4287, loss_bbox: 0.5620, d0.loss_cls: 0.4068, d0.loss_bbox: 0.3796 d1.loss_cls: 0.3841, d1.loss_bbox: 0.5588 d2.loss_cls: 0.5717, d2.loss_bbox: 0.5065 d3.loss_cls: 0.4574, d3.loss_bbox: 0.3937 d4.loss_cls: 0.4094, d4.loss_bbox: 0.3933, loss: 4.9525, grad_norm: 53.2719
2024-03-24 20:30:06,250 - my_logger - INFO - 2024-03-27 01:49:02,000 - mmdet - INFO - Epoch [23][1850/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3354, loss_bbox: 0.3080, d0.loss_cls: 0.4505, d0.loss_bbox: 0.4082 d1.loss_cls: 0.4758, d1.loss_bbox: 0.4262 d2.loss_cls: 0.3101, d2.loss_bbox: 0.5453 d3.loss_cls: 0.4564, d3.loss_bbox: 0.4338 d4.loss_cls: 0.3701, d4.loss_bbox: 0.4662, loss: 4.9162, grad_norm: 50.9981
2024-03-24 20:30:06,251 - my_logger - INFO - 2024-03-27 01:51:02,000 - mmdet - INFO - Epoch [23][1900/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2720, loss_bbox: 0.4624, d0.loss_cls: 0.5754, d0.loss_bbox: 0.5415 d1.loss_cls: 0.4456, d1.loss_bbox: 0.3405 d2.loss_cls: 0.3775, d2.loss_bbox: 0.3649 d3.loss_cls: 0.3927, d3.loss_bbox: 0.5052 d4.loss_cls: 0.5595, d4.loss_bbox: 0.5374, loss: 4.0779, grad_norm: 50.8354
2024-03-24 20:30:06,251 - my_logger - INFO - 2024-03-27 01:53:02,000 - mmdet - INFO - Epoch [23][1950/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2984, loss_bbox: 0.4622, d0.loss_cls: 0.3224, d0.loss_bbox: 0.5350 d1.loss_cls: 0.5177, d1.loss_bbox: 0.5855 d2.loss_cls: 0.5848, d2.loss_bbox: 0.5793 d3.loss_cls: 0.4729, d3.loss_bbox: 0.5956 d4.loss_cls: 0.3026, d4.loss_bbox: 0.4209, loss: 3.7320, grad_norm: 59.0423
2024-03-24 20:30:06,252 - my_logger - INFO - 2024-03-27 01:55:02,000 - mmdet - INFO - Epoch [23][2000/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4024, loss_bbox: 0.5061, d0.loss_cls: 0.3740, d0.loss_bbox: 0.4230 d1.loss_cls: 0.4413, d1.loss_bbox: 0.3034 d2.loss_cls: 0.4227, d2.loss_bbox: 0.4618 d3.loss_cls: 0.5629, d3.loss_bbox: 0.4606 d4.loss_cls: 0.3230, d4.loss_bbox: 0.3487, loss: 4.7509, grad_norm: 56.1915
2024-03-24 20:30:06,252 - my_logger - INFO - 2024-03-27 01:57:02,000 - mmdet - INFO - Epoch [23][2050/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5668, loss_bbox: 0.4581, d0.loss_cls: 0.5108, d0.loss_bbox: 0.3026 d1.loss_cls: 0.5468, d1.loss_bbox: 0.5358 d2.loss_cls: 0.5588, d2.loss_bbox: 0.5215 d3.loss_cls: 0.5592, d3.loss_bbox: 0.3321 d4.loss_cls: 0.5714, d4.loss_bbox: 0.5008, loss: 4.0684, grad_norm: 57.4638
2024-03-24 20:30:06,252 - my_logger - INFO - 2024-03-27 01:59:02,000 - mmdet - INFO - Epoch [23][2100/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3145, loss_bbox: 0.3723, d0.loss_cls: 0.3877, d0.loss_bbox: 0.4346 d1.loss_cls: 0.4256, d1.loss_bbox: 0.5882 d2.loss_cls: 0.5552, d2.loss_bbox: 0.4101 d3.loss_cls: 0.3250, d3.loss_bbox: 0.4907 d4.loss_cls: 0.3028, d4.loss_bbox: 0.3171, loss: 3.6377, grad_norm: 51.8156
2024-03-24 20:30:06,253 - my_logger - INFO - 2024-03-27 02:01:02,000 - mmdet - INFO - Epoch [23][2150/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3557, loss_bbox: 0.4972, d0.loss_cls: 0.5279, d0.loss_bbox: 0.5735 d1.loss_cls: 0.3204, d1.loss_bbox: 0.5962 d2.loss_cls: 0.3724, d2.loss_bbox: 0.4711 d3.loss_cls: 0.4662, d3.loss_bbox: 0.4750 d4.loss_cls: 0.4645, d4.loss_bbox: 0.5239, loss: 3.9347, grad_norm: 54.9588
2024-03-24 20:30:06,253 - my_logger - INFO - 2024-03-27 02:03:02,000 - mmdet - INFO - Epoch [23][2200/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3280, loss_bbox: 0.3735, d0.loss_cls: 0.4161, d0.loss_bbox: 0.3714 d1.loss_cls: 0.3951, d1.loss_bbox: 0.3102 d2.loss_cls: 0.5699, d2.loss_bbox: 0.4906 d3.loss_cls: 0.3043, d3.loss_bbox: 0.3509 d4.loss_cls: 0.5620, d4.loss_bbox: 0.4302, loss: 4.9909, grad_norm: 52.8242
2024-03-24 20:30:06,254 - my_logger - INFO - 2024-03-27 02:05:02,000 - mmdet - INFO - Epoch [23][2250/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3253, loss_bbox: 0.5829, d0.loss_cls: 0.4131, d0.loss_bbox: 0.4285 d1.loss_cls: 0.3452, d1.loss_bbox: 0.5870 d2.loss_cls: 0.5033, d2.loss_bbox: 0.3205 d3.loss_cls: 0.5748, d3.loss_bbox: 0.4651 d4.loss_cls: 0.4160, d4.loss_bbox: 0.4266, loss: 3.6417, grad_norm: 55.4549
2024-03-24 20:30:06,254 - my_logger - INFO - 2024-03-27 02:07:02,000 - mmdet - INFO - Epoch [23][2300/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5556, loss_bbox: 0.4664, d0.loss_cls: 0.5742, d0.loss_bbox: 0.3136 d1.loss_cls: 0.5600, d1.loss_bbox: 0.3011 d2.loss_cls: 0.5061, d2.loss_bbox: 0.4214 d3.loss_cls: 0.4840, d3.loss_bbox: 0.3576 d4.loss_cls: 0.5243, d4.loss_bbox: 0.5832, loss: 3.5991, grad_norm: 52.1000
2024-03-24 20:30:06,254 - my_logger - INFO - 2024-03-27 02:09:02,000 - mmdet - INFO - Epoch [23][2350/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5803, loss_bbox: 0.5978, d0.loss_cls: 0.4655, d0.loss_bbox: 0.3419 d1.loss_cls: 0.5357, d1.loss_bbox: 0.3765 d2.loss_cls: 0.3592, d2.loss_bbox: 0.4202 d3.loss_cls: 0.5783, d3.loss_bbox: 0.5476 d4.loss_cls: 0.5814, d4.loss_bbox: 0.3887, loss: 3.5804, grad_norm: 57.9262
2024-03-24 20:30:06,255 - my_logger - INFO - 2024-03-27 02:11:02,000 - mmdet - INFO - Epoch [23][2400/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.5942, d0.loss_cls: 0.3748, d0.loss_bbox: 0.4945 d1.loss_cls: 0.3703, d1.loss_bbox: 0.5106 d2.loss_cls: 0.5409, d2.loss_bbox: 0.5145 d3.loss_cls: 0.3143, d3.loss_bbox: 0.3717 d4.loss_cls: 0.5020, d4.loss_bbox: 0.3189, loss: 4.2555, grad_norm: 53.6166
2024-03-24 20:30:06,255 - my_logger - INFO - 2024-03-27 02:13:02,000 - mmdet - INFO - Epoch [23][2450/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4168, loss_bbox: 0.5562, d0.loss_cls: 0.4196, d0.loss_bbox: 0.3197 d1.loss_cls: 0.3014, d1.loss_bbox: 0.5757 d2.loss_cls: 0.4573, d2.loss_bbox: 0.5549 d3.loss_cls: 0.5558, d3.loss_bbox: 0.5254 d4.loss_cls: 0.3607, d4.loss_bbox: 0.4368, loss: 4.3486, grad_norm: 52.5738
2024-03-24 20:30:06,256 - my_logger - INFO - 2024-03-27 02:15:02,000 - mmdet - INFO - Epoch [23][2500/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4476, loss_bbox: 0.4005, d0.loss_cls: 0.3239, d0.loss_bbox: 0.3521 d1.loss_cls: 0.4475, d1.loss_bbox: 0.5713 d2.loss_cls: 0.3156, d2.loss_bbox: 0.3036 d3.loss_cls: 0.5028, d3.loss_bbox: 0.5545 d4.loss_cls: 0.5611, d4.loss_bbox: 0.4421, loss: 3.7780, grad_norm: 57.9956
2024-03-24 20:30:06,256 - my_logger - INFO - 2024-03-27 02:17:02,000 - mmdet - INFO - Epoch [23][2550/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3516, loss_bbox: 0.5840, d0.loss_cls: 0.4790, d0.loss_bbox: 0.5794 d1.loss_cls: 0.3148, d1.loss_bbox: 0.4199 d2.loss_cls: 0.3480, d2.loss_bbox: 0.4908 d3.loss_cls: 0.3094, d3.loss_bbox: 0.4165 d4.loss_cls: 0.3334, d4.loss_bbox: 0.3592, loss: 4.4652, grad_norm: 54.1867
2024-03-24 20:30:06,257 - my_logger - INFO - 2024-03-27 02:19:02,000 - mmdet - INFO - Epoch [23][2600/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2905, loss_bbox: 0.3796, d0.loss_cls: 0.4709, d0.loss_bbox: 0.5332 d1.loss_cls: 0.5224, d1.loss_bbox: 0.5263 d2.loss_cls: 0.5349, d2.loss_bbox: 0.5575 d3.loss_cls: 0.5286, d3.loss_bbox: 0.4970 d4.loss_cls: 0.3281, d4.loss_bbox: 0.4241, loss: 4.7123, grad_norm: 51.0294
2024-03-24 20:30:06,257 - my_logger - INFO - 2024-03-27 02:21:02,000 - mmdet - INFO - Epoch [23][2650/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3040, loss_bbox: 0.4202, d0.loss_cls: 0.3092, d0.loss_bbox: 0.3595 d1.loss_cls: 0.5994, d1.loss_bbox: 0.4127 d2.loss_cls: 0.4881, d2.loss_bbox: 0.4988 d3.loss_cls: 0.4344, d3.loss_bbox: 0.4883 d4.loss_cls: 0.3228, d4.loss_bbox: 0.5567, loss: 4.6983, grad_norm: 54.3962
2024-03-24 20:30:06,257 - my_logger - INFO - 2024-03-27 02:23:02,000 - mmdet - INFO - Epoch [23][2700/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5130, loss_bbox: 0.5771, d0.loss_cls: 0.4406, d0.loss_bbox: 0.5855 d1.loss_cls: 0.3605, d1.loss_bbox: 0.3259 d2.loss_cls: 0.4050, d2.loss_bbox: 0.5403 d3.loss_cls: 0.3843, d3.loss_bbox: 0.5400 d4.loss_cls: 0.4405, d4.loss_bbox: 0.5885, loss: 4.9791, grad_norm: 55.5706
2024-03-24 20:30:06,258 - my_logger - INFO - 2024-03-27 02:25:02,000 - mmdet - INFO - Epoch [23][2750/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3036, loss_bbox: 0.3884, d0.loss_cls: 0.5668, d0.loss_bbox: 0.5665 d1.loss_cls: 0.5147, d1.loss_bbox: 0.5757 d2.loss_cls: 0.4767, d2.loss_bbox: 0.3538 d3.loss_cls: 0.3513, d3.loss_bbox: 0.3999 d4.loss_cls: 0.5262, d4.loss_bbox: 0.4745, loss: 3.6234, grad_norm: 54.9981
2024-03-24 20:30:06,258 - my_logger - INFO - 2024-03-27 02:27:02,000 - mmdet - INFO - Epoch [23][2800/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4283, loss_bbox: 0.3992, d0.loss_cls: 0.5925, d0.loss_bbox: 0.5976 d1.loss_cls: 0.4876, d1.loss_bbox: 0.3165 d2.loss_cls: 0.5767, d2.loss_bbox: 0.3521 d3.loss_cls: 0.4377, d3.loss_bbox: 0.5765 d4.loss_cls: 0.4327, d4.loss_bbox: 0.5966, loss: 4.3120, grad_norm: 53.1158
2024-03-24 20:30:06,259 - my_logger - INFO - 2024-03-27 02:29:02,000 - mmdet - INFO - Epoch [23][2850/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4960, loss_bbox: 0.3084, d0.loss_cls: 0.4772, d0.loss_bbox: 0.4575 d1.loss_cls: 0.5420, d1.loss_bbox: 0.5618 d2.loss_cls: 0.4270, d2.loss_bbox: 0.3931 d3.loss_cls: 0.4331, d3.loss_bbox: 0.5477 d4.loss_cls: 0.3042, d4.loss_bbox: 0.4693, loss: 4.5545, grad_norm: 51.0548
2024-03-24 20:30:06,259 - my_logger - INFO - 2024-03-27 02:31:02,000 - mmdet - INFO - Epoch [23][2900/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3624, loss_bbox: 0.5567, d0.loss_cls: 0.3448, d0.loss_bbox: 0.4028 d1.loss_cls: 0.3034, d1.loss_bbox: 0.4572 d2.loss_cls: 0.4624, d2.loss_bbox: 0.4955 d3.loss_cls: 0.4888, d3.loss_bbox: 0.3282 d4.loss_cls: 0.4820, d4.loss_bbox: 0.4546, loss: 4.7325, grad_norm: 59.0867
2024-03-24 20:30:06,259 - my_logger - INFO - 2024-03-27 02:33:02,000 - mmdet - INFO - Epoch [23][2950/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4002, loss_bbox: 0.4365, d0.loss_cls: 0.3861, d0.loss_bbox: 0.3541 d1.loss_cls: 0.5556, d1.loss_bbox: 0.5105 d2.loss_cls: 0.3188, d2.loss_bbox: 0.4854 d3.loss_cls: 0.5805, d3.loss_bbox: 0.3819 d4.loss_cls: 0.5487, d4.loss_bbox: 0.5755, loss: 4.4348, grad_norm: 53.9958
2024-03-24 20:30:06,260 - my_logger - INFO - 2024-03-27 02:35:02,000 - mmdet - INFO - Epoch [23][3000/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2936, loss_bbox: 0.3830, d0.loss_cls: 0.4141, d0.loss_bbox: 0.5800 d1.loss_cls: 0.4905, d1.loss_bbox: 0.3075 d2.loss_cls: 0.4813, d2.loss_bbox: 0.3216 d3.loss_cls: 0.3917, d3.loss_bbox: 0.3458 d4.loss_cls: 0.3043, d4.loss_bbox: 0.4225, loss: 4.8853, grad_norm: 57.2346
2024-03-24 20:30:06,260 - my_logger - INFO - 2024-03-27 02:37:02,000 - mmdet - INFO - Epoch [23][3050/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5608, loss_bbox: 0.4129, d0.loss_cls: 0.5210, d0.loss_bbox: 0.4875 d1.loss_cls: 0.3928, d1.loss_bbox: 0.3305 d2.loss_cls: 0.5624, d2.loss_bbox: 0.5860 d3.loss_cls: 0.5589, d3.loss_bbox: 0.4588 d4.loss_cls: 0.5236, d4.loss_bbox: 0.3998, loss: 3.8503, grad_norm: 52.3583
2024-03-24 20:30:06,261 - my_logger - INFO - 2024-03-27 02:39:02,000 - mmdet - INFO - Epoch [23][3100/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4575, loss_bbox: 0.3574, d0.loss_cls: 0.3326, d0.loss_bbox: 0.5125 d1.loss_cls: 0.4991, d1.loss_bbox: 0.3639 d2.loss_cls: 0.3650, d2.loss_bbox: 0.3160 d3.loss_cls: 0.3080, d3.loss_bbox: 0.3968 d4.loss_cls: 0.3842, d4.loss_bbox: 0.3863, loss: 3.6805, grad_norm: 59.7235
2024-03-24 20:30:06,261 - my_logger - INFO - 2024-03-27 02:41:02,000 - mmdet - INFO - Epoch [23][3150/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3552, loss_bbox: 0.4183, d0.loss_cls: 0.4913, d0.loss_bbox: 0.4682 d1.loss_cls: 0.4056, d1.loss_bbox: 0.5784 d2.loss_cls: 0.4318, d2.loss_bbox: 0.5370 d3.loss_cls: 0.5179, d3.loss_bbox: 0.3177 d4.loss_cls: 0.5328, d4.loss_bbox: 0.3862, loss: 4.0493, grad_norm: 55.8070
2024-03-24 20:30:06,262 - my_logger - INFO - 2024-03-27 02:43:02,000 - mmdet - INFO - Epoch [23][3200/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5813, loss_bbox: 0.3508, d0.loss_cls: 0.5105, d0.loss_bbox: 0.5582 d1.loss_cls: 0.4538, d1.loss_bbox: 0.3018 d2.loss_cls: 0.5527, d2.loss_bbox: 0.3990 d3.loss_cls: 0.5364, d3.loss_bbox: 0.4987 d4.loss_cls: 0.3398, d4.loss_bbox: 0.4174, loss: 4.2607, grad_norm: 58.1185
2024-03-24 20:30:06,262 - my_logger - INFO - 2024-03-27 02:45:02,000 - mmdet - INFO - Epoch [23][3250/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2991, loss_bbox: 0.3136, d0.loss_cls: 0.5471, d0.loss_bbox: 0.3603 d1.loss_cls: 0.3064, d1.loss_bbox: 0.3118 d2.loss_cls: 0.5708, d2.loss_bbox: 0.4141 d3.loss_cls: 0.5966, d3.loss_bbox: 0.4055 d4.loss_cls: 0.3836, d4.loss_bbox: 0.3255, loss: 4.5636, grad_norm: 54.8692
2024-03-24 20:30:06,263 - my_logger - INFO - 2024-03-27 02:47:02,000 - mmdet - INFO - Epoch [23][3300/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3583, loss_bbox: 0.4913, d0.loss_cls: 0.3976, d0.loss_bbox: 0.4268 d1.loss_cls: 0.3521, d1.loss_bbox: 0.3771 d2.loss_cls: 0.3701, d2.loss_bbox: 0.3489 d3.loss_cls: 0.5710, d3.loss_bbox: 0.3504 d4.loss_cls: 0.4033, d4.loss_bbox: 0.4061, loss: 4.6792, grad_norm: 55.2904
2024-03-24 20:30:06,263 - my_logger - INFO - 2024-03-27 02:49:02,000 - mmdet - INFO - Epoch [23][3350/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2786, loss_bbox: 0.5579, d0.loss_cls: 0.3092, d0.loss_bbox: 0.3558 d1.loss_cls: 0.3833, d1.loss_bbox: 0.4911 d2.loss_cls: 0.3141, d2.loss_bbox: 0.3791 d3.loss_cls: 0.3694, d3.loss_bbox: 0.3446 d4.loss_cls: 0.5634, d4.loss_bbox: 0.4427, loss: 4.1404, grad_norm: 54.8983
2024-03-24 20:30:06,263 - my_logger - INFO - 2024-03-27 02:51:02,000 - mmdet - INFO - Epoch [23][3400/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5779, loss_bbox: 0.4820, d0.loss_cls: 0.5899, d0.loss_bbox: 0.4523 d1.loss_cls: 0.3878, d1.loss_bbox: 0.4468 d2.loss_cls: 0.3662, d2.loss_bbox: 0.3207 d3.loss_cls: 0.5223, d3.loss_bbox: 0.3417 d4.loss_cls: 0.5738, d4.loss_bbox: 0.5105, loss: 3.5589, grad_norm: 52.1192
2024-03-24 20:30:06,264 - my_logger - INFO - 2024-03-27 02:53:02,000 - mmdet - INFO - Epoch [23][3450/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3875, loss_bbox: 0.5089, d0.loss_cls: 0.5703, d0.loss_bbox: 0.4921 d1.loss_cls: 0.5235, d1.loss_bbox: 0.4777 d2.loss_cls: 0.5094, d2.loss_bbox: 0.4706 d3.loss_cls: 0.4164, d3.loss_bbox: 0.3891 d4.loss_cls: 0.5335, d4.loss_bbox: 0.4389, loss: 4.4042, grad_norm: 56.9062
2024-03-24 20:30:06,264 - my_logger - INFO - 2024-03-27 02:55:02,000 - mmdet - INFO - Epoch [23][3500/3517][Batch size: 50]	lr: 1.814e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4464, loss_bbox: 0.4334, d0.loss_cls: 0.4710, d0.loss_bbox: 0.3801 d1.loss_cls: 0.3500, d1.loss_bbox: 0.4871 d2.loss_cls: 0.4101, d2.loss_bbox: 0.5565 d3.loss_cls: 0.3977, d3.loss_bbox: 0.3915 d4.loss_cls: 0.5629, d4.loss_bbox: 0.3603, loss: 4.4842, grad_norm: 56.7012
2024-03-24 20:30:06,265 - my_logger - INFO - 2024-03-27 02:57:02,000 - mmdet - INFO - Epoch [24][0/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2903, loss_bbox: 0.4784, d0.loss_cls: 0.5182, d0.loss_bbox: 0.3520 d1.loss_cls: 0.4220, d1.loss_bbox: 0.3007 d2.loss_cls: 0.3351, d2.loss_bbox: 0.4607 d3.loss_cls: 0.5649, d3.loss_bbox: 0.3673 d4.loss_cls: 0.3148, d4.loss_bbox: 0.5793, loss: 4.1624, grad_norm: 58.8418
2024-03-24 20:30:06,265 - my_logger - INFO - 2024-03-27 02:59:02,000 - mmdet - INFO - Epoch [24][50/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5205, loss_bbox: 0.3578, d0.loss_cls: 0.3808, d0.loss_bbox: 0.3219 d1.loss_cls: 0.5364, d1.loss_bbox: 0.3171 d2.loss_cls: 0.4451, d2.loss_bbox: 0.5751 d3.loss_cls: 0.5051, d3.loss_bbox: 0.5354 d4.loss_cls: 0.3972, d4.loss_bbox: 0.5924, loss: 4.6095, grad_norm: 52.1533
2024-03-24 20:30:06,266 - my_logger - INFO - 2024-03-27 03:01:02,000 - mmdet - INFO - Epoch [24][100/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5296, loss_bbox: 0.5421, d0.loss_cls: 0.4421, d0.loss_bbox: 0.4589 d1.loss_cls: 0.5213, d1.loss_bbox: 0.4319 d2.loss_cls: 0.5893, d2.loss_bbox: 0.4993 d3.loss_cls: 0.4698, d3.loss_bbox: 0.3563 d4.loss_cls: 0.5562, d4.loss_bbox: 0.5256, loss: 4.4227, grad_norm: 59.5023
2024-03-24 20:30:06,266 - my_logger - INFO - 2024-03-27 03:03:02,000 - mmdet - INFO - Epoch [24][150/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5385, loss_bbox: 0.3009, d0.loss_cls: 0.4818, d0.loss_bbox: 0.3392 d1.loss_cls: 0.5691, d1.loss_bbox: 0.3765 d2.loss_cls: 0.3034, d2.loss_bbox: 0.5956 d3.loss_cls: 0.5649, d3.loss_bbox: 0.4725 d4.loss_cls: 0.5123, d4.loss_bbox: 0.4472, loss: 4.3445, grad_norm: 52.4295
2024-03-24 20:30:06,267 - my_logger - INFO - 2024-03-27 03:05:02,000 - mmdet - INFO - Epoch [24][200/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5700, loss_bbox: 0.4081, d0.loss_cls: 0.3100, d0.loss_bbox: 0.5037 d1.loss_cls: 0.4592, d1.loss_bbox: 0.5380 d2.loss_cls: 0.5362, d2.loss_bbox: 0.4000 d3.loss_cls: 0.3871, d3.loss_bbox: 0.5739 d4.loss_cls: 0.3217, d4.loss_bbox: 0.5311, loss: 4.6993, grad_norm: 51.9280
2024-03-24 20:30:06,267 - my_logger - INFO - 2024-03-27 03:07:02,000 - mmdet - INFO - Epoch [24][250/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3509, loss_bbox: 0.4033, d0.loss_cls: 0.3347, d0.loss_bbox: 0.3465 d1.loss_cls: 0.3400, d1.loss_bbox: 0.5589 d2.loss_cls: 0.5172, d2.loss_bbox: 0.4530 d3.loss_cls: 0.5882, d3.loss_bbox: 0.3353 d4.loss_cls: 0.3008, d4.loss_bbox: 0.4609, loss: 4.4474, grad_norm: 58.1825
2024-03-24 20:30:06,268 - my_logger - INFO - 2024-03-27 03:09:02,000 - mmdet - INFO - Epoch [24][300/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3744, loss_bbox: 0.4527, d0.loss_cls: 0.4385, d0.loss_bbox: 0.4977 d1.loss_cls: 0.4987, d1.loss_bbox: 0.3270 d2.loss_cls: 0.4335, d2.loss_bbox: 0.5919 d3.loss_cls: 0.3851, d3.loss_bbox: 0.5350 d4.loss_cls: 0.3110, d4.loss_bbox: 0.3461, loss: 4.7738, grad_norm: 54.3412
2024-03-24 20:30:06,268 - my_logger - INFO - 2024-03-27 03:11:02,000 - mmdet - INFO - Epoch [24][350/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5830, loss_bbox: 0.4373, d0.loss_cls: 0.3184, d0.loss_bbox: 0.3677 d1.loss_cls: 0.4931, d1.loss_bbox: 0.5671 d2.loss_cls: 0.5579, d2.loss_bbox: 0.3717 d3.loss_cls: 0.4375, d3.loss_bbox: 0.4507 d4.loss_cls: 0.3940, d4.loss_bbox: 0.5278, loss: 4.9578, grad_norm: 52.4491
2024-03-24 20:30:06,268 - my_logger - INFO - 2024-03-27 03:13:02,000 - mmdet - INFO - Epoch [24][400/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4604, loss_bbox: 0.5042, d0.loss_cls: 0.3220, d0.loss_bbox: 0.4691 d1.loss_cls: 0.4355, d1.loss_bbox: 0.4297 d2.loss_cls: 0.3852, d2.loss_bbox: 0.4574 d3.loss_cls: 0.5062, d3.loss_bbox: 0.3490 d4.loss_cls: 0.5693, d4.loss_bbox: 0.3094, loss: 4.1282, grad_norm: 53.6199
2024-03-24 20:30:06,269 - my_logger - INFO - 2024-03-27 03:15:02,000 - mmdet - INFO - Epoch [24][450/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4849, loss_bbox: 0.5007, d0.loss_cls: 0.4311, d0.loss_bbox: 0.5498 d1.loss_cls: 0.5655, d1.loss_bbox: 0.5716 d2.loss_cls: 0.5011, d2.loss_bbox: 0.3445 d3.loss_cls: 0.5754, d3.loss_bbox: 0.4596 d4.loss_cls: 0.4317, d4.loss_bbox: 0.5670, loss: 4.0341, grad_norm: 50.4357
2024-03-24 20:30:06,269 - my_logger - INFO - 2024-03-27 03:17:02,000 - mmdet - INFO - Epoch [24][500/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3769, loss_bbox: 0.3451, d0.loss_cls: 0.5199, d0.loss_bbox: 0.4253 d1.loss_cls: 0.5200, d1.loss_bbox: 0.3922 d2.loss_cls: 0.4374, d2.loss_bbox: 0.5680 d3.loss_cls: 0.4764, d3.loss_bbox: 0.4929 d4.loss_cls: 0.3459, d4.loss_bbox: 0.3714, loss: 4.4614, grad_norm: 51.9222
2024-03-24 20:30:06,270 - my_logger - INFO - 2024-03-27 03:19:02,000 - mmdet - INFO - Epoch [24][550/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3735, loss_bbox: 0.3139, d0.loss_cls: 0.4582, d0.loss_bbox: 0.3178 d1.loss_cls: 0.3936, d1.loss_bbox: 0.5246 d2.loss_cls: 0.3526, d2.loss_bbox: 0.5365 d3.loss_cls: 0.5866, d3.loss_bbox: 0.3738 d4.loss_cls: 0.5211, d4.loss_bbox: 0.5678, loss: 4.2902, grad_norm: 50.8809
2024-03-24 20:30:06,270 - my_logger - INFO - 2024-03-27 03:21:02,000 - mmdet - INFO - Epoch [24][600/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5182, loss_bbox: 0.5660, d0.loss_cls: 0.4011, d0.loss_bbox: 0.3539 d1.loss_cls: 0.4840, d1.loss_bbox: 0.5365 d2.loss_cls: 0.3587, d2.loss_bbox: 0.4344 d3.loss_cls: 0.5534, d3.loss_bbox: 0.5976 d4.loss_cls: 0.3810, d4.loss_bbox: 0.4915, loss: 4.0143, grad_norm: 56.1072
2024-03-24 20:30:06,270 - my_logger - INFO - 2024-03-27 03:23:02,000 - mmdet - INFO - Epoch [24][650/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2755, loss_bbox: 0.4849, d0.loss_cls: 0.5928, d0.loss_bbox: 0.4263 d1.loss_cls: 0.4070, d1.loss_bbox: 0.3728 d2.loss_cls: 0.3029, d2.loss_bbox: 0.5035 d3.loss_cls: 0.5882, d3.loss_bbox: 0.5715 d4.loss_cls: 0.5119, d4.loss_bbox: 0.3191, loss: 3.5986, grad_norm: 51.4039
2024-03-24 20:30:06,271 - my_logger - INFO - 2024-03-27 03:25:02,000 - mmdet - INFO - Epoch [24][700/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3226, loss_bbox: 0.4000, d0.loss_cls: 0.5630, d0.loss_bbox: 0.5775 d1.loss_cls: 0.4544, d1.loss_bbox: 0.3941 d2.loss_cls: 0.3015, d2.loss_bbox: 0.5468 d3.loss_cls: 0.3138, d3.loss_bbox: 0.3358 d4.loss_cls: 0.3036, d4.loss_bbox: 0.4831, loss: 4.1318, grad_norm: 52.3731
2024-03-24 20:30:06,277 - my_logger - INFO - 2024-03-27 03:27:02,000 - mmdet - INFO - Epoch [24][750/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3518, loss_bbox: 0.3875, d0.loss_cls: 0.5229, d0.loss_bbox: 0.4395 d1.loss_cls: 0.4734, d1.loss_bbox: 0.5453 d2.loss_cls: 0.4652, d2.loss_bbox: 0.5153 d3.loss_cls: 0.3016, d3.loss_bbox: 0.4257 d4.loss_cls: 0.3993, d4.loss_bbox: 0.4118, loss: 4.2300, grad_norm: 58.8456
2024-03-24 20:30:06,278 - my_logger - INFO - 2024-03-27 03:29:02,000 - mmdet - INFO - Epoch [24][800/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4021, loss_bbox: 0.3314, d0.loss_cls: 0.5433, d0.loss_bbox: 0.4561 d1.loss_cls: 0.4699, d1.loss_bbox: 0.4142 d2.loss_cls: 0.3719, d2.loss_bbox: 0.5404 d3.loss_cls: 0.5532, d3.loss_bbox: 0.4296 d4.loss_cls: 0.5803, d4.loss_bbox: 0.3344, loss: 4.7511, grad_norm: 52.0007
2024-03-24 20:30:06,278 - my_logger - INFO - 2024-03-27 03:31:02,000 - mmdet - INFO - Epoch [24][850/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5448, loss_bbox: 0.5151, d0.loss_cls: 0.4830, d0.loss_bbox: 0.3096 d1.loss_cls: 0.3552, d1.loss_bbox: 0.3022 d2.loss_cls: 0.3623, d2.loss_bbox: 0.4314 d3.loss_cls: 0.5355, d3.loss_bbox: 0.5374 d4.loss_cls: 0.3402, d4.loss_bbox: 0.5878, loss: 4.9239, grad_norm: 56.7606
2024-03-24 20:30:06,279 - my_logger - INFO - 2024-03-27 03:33:02,000 - mmdet - INFO - Epoch [24][900/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3255, loss_bbox: 0.3961, d0.loss_cls: 0.4469, d0.loss_bbox: 0.5183 d1.loss_cls: 0.5257, d1.loss_bbox: 0.3077 d2.loss_cls: 0.5441, d2.loss_bbox: 0.5003 d3.loss_cls: 0.3002, d3.loss_bbox: 0.3579 d4.loss_cls: 0.4496, d4.loss_bbox: 0.3236, loss: 4.4180, grad_norm: 59.0658
2024-03-24 20:30:06,279 - my_logger - INFO - 2024-03-27 03:35:02,000 - mmdet - INFO - Epoch [24][950/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3219, loss_bbox: 0.3918, d0.loss_cls: 0.5816, d0.loss_bbox: 0.3175 d1.loss_cls: 0.4468, d1.loss_bbox: 0.5071 d2.loss_cls: 0.3330, d2.loss_bbox: 0.5829 d3.loss_cls: 0.5504, d3.loss_bbox: 0.4084 d4.loss_cls: 0.4247, d4.loss_bbox: 0.4358, loss: 4.9626, grad_norm: 51.9202
2024-03-24 20:30:06,280 - my_logger - INFO - 2024-03-27 03:37:02,000 - mmdet - INFO - Epoch [24][1000/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5421, loss_bbox: 0.3909, d0.loss_cls: 0.5297, d0.loss_bbox: 0.3495 d1.loss_cls: 0.5493, d1.loss_bbox: 0.3080 d2.loss_cls: 0.3413, d2.loss_bbox: 0.3160 d3.loss_cls: 0.4027, d3.loss_bbox: 0.3056 d4.loss_cls: 0.4547, d4.loss_bbox: 0.5034, loss: 4.4952, grad_norm: 50.5312
2024-03-24 20:30:06,280 - my_logger - INFO - 2024-03-27 03:39:02,000 - mmdet - INFO - Epoch [24][1050/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3428, loss_bbox: 0.4264, d0.loss_cls: 0.5298, d0.loss_bbox: 0.5762 d1.loss_cls: 0.3972, d1.loss_bbox: 0.4798 d2.loss_cls: 0.3881, d2.loss_bbox: 0.3149 d3.loss_cls: 0.4567, d3.loss_bbox: 0.3740 d4.loss_cls: 0.4463, d4.loss_bbox: 0.5941, loss: 3.5139, grad_norm: 52.6812
2024-03-24 20:30:06,281 - my_logger - INFO - 2024-03-27 03:41:02,000 - mmdet - INFO - Epoch [24][1100/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3983, loss_bbox: 0.4438, d0.loss_cls: 0.4765, d0.loss_bbox: 0.5664 d1.loss_cls: 0.5680, d1.loss_bbox: 0.5819 d2.loss_cls: 0.4358, d2.loss_bbox: 0.3035 d3.loss_cls: 0.3794, d3.loss_bbox: 0.4878 d4.loss_cls: 0.4460, d4.loss_bbox: 0.3919, loss: 4.8498, grad_norm: 59.1641
2024-03-24 20:30:06,281 - my_logger - INFO - 2024-03-27 03:43:02,000 - mmdet - INFO - Epoch [24][1150/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3134, loss_bbox: 0.4706, d0.loss_cls: 0.3707, d0.loss_bbox: 0.4892 d1.loss_cls: 0.3740, d1.loss_bbox: 0.4835 d2.loss_cls: 0.5787, d2.loss_bbox: 0.5748 d3.loss_cls: 0.4862, d3.loss_bbox: 0.5591 d4.loss_cls: 0.4857, d4.loss_bbox: 0.5843, loss: 3.8303, grad_norm: 52.1554
2024-03-24 20:30:06,282 - my_logger - INFO - 2024-03-27 03:45:02,000 - mmdet - INFO - Epoch [24][1200/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3418, loss_bbox: 0.5671, d0.loss_cls: 0.4604, d0.loss_bbox: 0.4053 d1.loss_cls: 0.4600, d1.loss_bbox: 0.4952 d2.loss_cls: 0.4964, d2.loss_bbox: 0.4013 d3.loss_cls: 0.4816, d3.loss_bbox: 0.5566 d4.loss_cls: 0.5747, d4.loss_bbox: 0.4151, loss: 3.7132, grad_norm: 58.9971
2024-03-24 20:30:06,282 - my_logger - INFO - 2024-03-27 03:47:02,000 - mmdet - INFO - Epoch [24][1250/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5934, loss_bbox: 0.4098, d0.loss_cls: 0.4559, d0.loss_bbox: 0.3328 d1.loss_cls: 0.4905, d1.loss_bbox: 0.4026 d2.loss_cls: 0.3767, d2.loss_bbox: 0.4217 d3.loss_cls: 0.3165, d3.loss_bbox: 0.5016 d4.loss_cls: 0.5001, d4.loss_bbox: 0.3049, loss: 3.7055, grad_norm: 56.3835
2024-03-24 20:30:06,282 - my_logger - INFO - 2024-03-27 03:49:02,000 - mmdet - INFO - Epoch [24][1300/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4083, loss_bbox: 0.5134, d0.loss_cls: 0.3806, d0.loss_bbox: 0.4121 d1.loss_cls: 0.5231, d1.loss_bbox: 0.3568 d2.loss_cls: 0.5410, d2.loss_bbox: 0.3232 d3.loss_cls: 0.4259, d3.loss_bbox: 0.5270 d4.loss_cls: 0.3380, d4.loss_bbox: 0.5549, loss: 3.6534, grad_norm: 50.6769
2024-03-24 20:30:06,283 - my_logger - INFO - 2024-03-27 03:51:02,000 - mmdet - INFO - Epoch [24][1350/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3219, loss_bbox: 0.3231, d0.loss_cls: 0.3253, d0.loss_bbox: 0.5824 d1.loss_cls: 0.4209, d1.loss_bbox: 0.4643 d2.loss_cls: 0.3232, d2.loss_bbox: 0.3428 d3.loss_cls: 0.5276, d3.loss_bbox: 0.3902 d4.loss_cls: 0.4751, d4.loss_bbox: 0.4843, loss: 4.3929, grad_norm: 52.3518
2024-03-24 20:30:06,283 - my_logger - INFO - 2024-03-27 03:53:02,000 - mmdet - INFO - Epoch [24][1400/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5311, loss_bbox: 0.4719, d0.loss_cls: 0.4990, d0.loss_bbox: 0.4955 d1.loss_cls: 0.3834, d1.loss_bbox: 0.5548 d2.loss_cls: 0.4309, d2.loss_bbox: 0.4991 d3.loss_cls: 0.5887, d3.loss_bbox: 0.3916 d4.loss_cls: 0.5135, d4.loss_bbox: 0.5022, loss: 4.7470, grad_norm: 54.6907
2024-03-24 20:30:06,284 - my_logger - INFO - 2024-03-27 03:55:02,000 - mmdet - INFO - Epoch [24][1450/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3525, loss_bbox: 0.3755, d0.loss_cls: 0.4655, d0.loss_bbox: 0.5931 d1.loss_cls: 0.4972, d1.loss_bbox: 0.4815 d2.loss_cls: 0.3460, d2.loss_bbox: 0.5924 d3.loss_cls: 0.4109, d3.loss_bbox: 0.3540 d4.loss_cls: 0.5859, d4.loss_bbox: 0.4394, loss: 4.2511, grad_norm: 51.8078
2024-03-24 20:30:06,284 - my_logger - INFO - 2024-03-27 03:57:02,000 - mmdet - INFO - Epoch [24][1500/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4203, loss_bbox: 0.3939, d0.loss_cls: 0.4779, d0.loss_bbox: 0.4488 d1.loss_cls: 0.3035, d1.loss_bbox: 0.3742 d2.loss_cls: 0.3452, d2.loss_bbox: 0.3598 d3.loss_cls: 0.3951, d3.loss_bbox: 0.4462 d4.loss_cls: 0.5701, d4.loss_bbox: 0.4893, loss: 4.4972, grad_norm: 50.9839
2024-03-24 20:30:06,284 - my_logger - INFO - 2024-03-27 03:59:02,000 - mmdet - INFO - Epoch [24][1550/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3107, loss_bbox: 0.4717, d0.loss_cls: 0.5437, d0.loss_bbox: 0.5029 d1.loss_cls: 0.5537, d1.loss_bbox: 0.3813 d2.loss_cls: 0.3621, d2.loss_bbox: 0.5669 d3.loss_cls: 0.4388, d3.loss_bbox: 0.3204 d4.loss_cls: 0.3491, d4.loss_bbox: 0.3488, loss: 4.0007, grad_norm: 55.6171
2024-03-24 20:30:06,285 - my_logger - INFO - 2024-03-27 04:01:02,000 - mmdet - INFO - Epoch [24][1600/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4325, loss_bbox: 0.5783, d0.loss_cls: 0.4198, d0.loss_bbox: 0.5732 d1.loss_cls: 0.5064, d1.loss_bbox: 0.3498 d2.loss_cls: 0.5227, d2.loss_bbox: 0.4280 d3.loss_cls: 0.5028, d3.loss_bbox: 0.4737 d4.loss_cls: 0.3000, d4.loss_bbox: 0.4421, loss: 4.5430, grad_norm: 51.4860
2024-03-24 20:30:06,285 - my_logger - INFO - 2024-03-27 04:03:02,000 - mmdet - INFO - Epoch [24][1650/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4474, loss_bbox: 0.4154, d0.loss_cls: 0.4896, d0.loss_bbox: 0.3290 d1.loss_cls: 0.5040, d1.loss_bbox: 0.5814 d2.loss_cls: 0.3511, d2.loss_bbox: 0.4908 d3.loss_cls: 0.3111, d3.loss_bbox: 0.5059 d4.loss_cls: 0.5826, d4.loss_bbox: 0.4661, loss: 4.4762, grad_norm: 55.0864
2024-03-24 20:30:06,287 - my_logger - INFO - 2024-03-27 04:05:02,000 - mmdet - INFO - Epoch [24][1700/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3935, loss_bbox: 0.4106, d0.loss_cls: 0.5083, d0.loss_bbox: 0.5688 d1.loss_cls: 0.4814, d1.loss_bbox: 0.3487 d2.loss_cls: 0.3752, d2.loss_bbox: 0.5257 d3.loss_cls: 0.5002, d3.loss_bbox: 0.5178 d4.loss_cls: 0.4524, d4.loss_bbox: 0.3569, loss: 4.4200, grad_norm: 50.1070
2024-03-24 20:30:06,295 - my_logger - INFO - 2024-03-27 04:07:02,000 - mmdet - INFO - Epoch [24][1750/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3480, loss_bbox: 0.4149, d0.loss_cls: 0.4194, d0.loss_bbox: 0.4720 d1.loss_cls: 0.4073, d1.loss_bbox: 0.5564 d2.loss_cls: 0.5783, d2.loss_bbox: 0.5303 d3.loss_cls: 0.5273, d3.loss_bbox: 0.4709 d4.loss_cls: 0.3827, d4.loss_bbox: 0.5080, loss: 4.2118, grad_norm: 56.5983
2024-03-24 20:30:06,295 - my_logger - INFO - 2024-03-27 04:09:02,000 - mmdet - INFO - Epoch [24][1800/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3841, loss_bbox: 0.5145, d0.loss_cls: 0.4619, d0.loss_bbox: 0.4372 d1.loss_cls: 0.5278, d1.loss_bbox: 0.3281 d2.loss_cls: 0.5698, d2.loss_bbox: 0.3610 d3.loss_cls: 0.4763, d3.loss_bbox: 0.3645 d4.loss_cls: 0.4334, d4.loss_bbox: 0.3980, loss: 4.0348, grad_norm: 58.2524
2024-03-24 20:30:06,296 - my_logger - INFO - 2024-03-27 04:11:02,000 - mmdet - INFO - Epoch [24][1850/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5982, loss_bbox: 0.3888, d0.loss_cls: 0.4709, d0.loss_bbox: 0.5986 d1.loss_cls: 0.3052, d1.loss_bbox: 0.4153 d2.loss_cls: 0.4688, d2.loss_bbox: 0.4536 d3.loss_cls: 0.4929, d3.loss_bbox: 0.5220 d4.loss_cls: 0.3906, d4.loss_bbox: 0.4343, loss: 3.8740, grad_norm: 59.1936
2024-03-24 20:30:06,296 - my_logger - INFO - 2024-03-27 04:13:02,000 - mmdet - INFO - Epoch [24][1900/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3364, loss_bbox: 0.5579, d0.loss_cls: 0.4855, d0.loss_bbox: 0.5938 d1.loss_cls: 0.5008, d1.loss_bbox: 0.4283 d2.loss_cls: 0.4854, d2.loss_bbox: 0.3959 d3.loss_cls: 0.4404, d3.loss_bbox: 0.4699 d4.loss_cls: 0.4535, d4.loss_bbox: 0.5006, loss: 4.0314, grad_norm: 55.2222
2024-03-24 20:30:06,297 - my_logger - INFO - 2024-03-27 04:15:02,000 - mmdet - INFO - Epoch [24][1950/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4251, loss_bbox: 0.5871, d0.loss_cls: 0.3665, d0.loss_bbox: 0.3745 d1.loss_cls: 0.3166, d1.loss_bbox: 0.4538 d2.loss_cls: 0.3245, d2.loss_bbox: 0.5815 d3.loss_cls: 0.3830, d3.loss_bbox: 0.3686 d4.loss_cls: 0.4748, d4.loss_bbox: 0.3478, loss: 4.8649, grad_norm: 51.3328
2024-03-24 20:30:06,297 - my_logger - INFO - 2024-03-27 04:17:02,000 - mmdet - INFO - Epoch [24][2000/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3696, loss_bbox: 0.3933, d0.loss_cls: 0.3986, d0.loss_bbox: 0.4659 d1.loss_cls: 0.4199, d1.loss_bbox: 0.4590 d2.loss_cls: 0.3493, d2.loss_bbox: 0.3463 d3.loss_cls: 0.4950, d3.loss_bbox: 0.3901 d4.loss_cls: 0.5723, d4.loss_bbox: 0.3033, loss: 4.2219, grad_norm: 52.0806
2024-03-24 20:30:06,297 - my_logger - INFO - 2024-03-27 04:19:02,000 - mmdet - INFO - Epoch [24][2050/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3096, loss_bbox: 0.4461, d0.loss_cls: 0.4008, d0.loss_bbox: 0.4520 d1.loss_cls: 0.4893, d1.loss_bbox: 0.3698 d2.loss_cls: 0.5359, d2.loss_bbox: 0.4111 d3.loss_cls: 0.4415, d3.loss_bbox: 0.5084 d4.loss_cls: 0.5264, d4.loss_bbox: 0.3850, loss: 4.1186, grad_norm: 56.4880
2024-03-24 20:30:06,298 - my_logger - INFO - 2024-03-27 04:21:02,000 - mmdet - INFO - Epoch [24][2100/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3303, loss_bbox: 0.4863, d0.loss_cls: 0.3992, d0.loss_bbox: 0.4681 d1.loss_cls: 0.3709, d1.loss_bbox: 0.5584 d2.loss_cls: 0.3669, d2.loss_bbox: 0.3840 d3.loss_cls: 0.4855, d3.loss_bbox: 0.4623 d4.loss_cls: 0.5192, d4.loss_bbox: 0.4435, loss: 3.8268, grad_norm: 59.8712
2024-03-24 20:30:06,298 - my_logger - INFO - 2024-03-27 04:23:02,000 - mmdet - INFO - Epoch [24][2150/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4122, loss_bbox: 0.3171, d0.loss_cls: 0.5469, d0.loss_bbox: 0.4938 d1.loss_cls: 0.3220, d1.loss_bbox: 0.4110 d2.loss_cls: 0.3236, d2.loss_bbox: 0.5114 d3.loss_cls: 0.3700, d3.loss_bbox: 0.3265 d4.loss_cls: 0.5923, d4.loss_bbox: 0.3994, loss: 4.9442, grad_norm: 58.6914
2024-03-24 20:30:06,298 - my_logger - INFO - 2024-03-27 04:25:02,000 - mmdet - INFO - Epoch [24][2200/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4606, loss_bbox: 0.5301, d0.loss_cls: 0.3500, d0.loss_bbox: 0.3719 d1.loss_cls: 0.3230, d1.loss_bbox: 0.5344 d2.loss_cls: 0.3130, d2.loss_bbox: 0.3976 d3.loss_cls: 0.3758, d3.loss_bbox: 0.3445 d4.loss_cls: 0.5562, d4.loss_bbox: 0.3777, loss: 3.5091, grad_norm: 56.4305
2024-03-24 20:30:06,299 - my_logger - INFO - 2024-03-27 04:27:02,000 - mmdet - INFO - Epoch [24][2250/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5541, loss_bbox: 0.3388, d0.loss_cls: 0.4509, d0.loss_bbox: 0.3035 d1.loss_cls: 0.3095, d1.loss_bbox: 0.5403 d2.loss_cls: 0.4199, d2.loss_bbox: 0.3763 d3.loss_cls: 0.4071, d3.loss_bbox: 0.4645 d4.loss_cls: 0.4831, d4.loss_bbox: 0.5790, loss: 4.9066, grad_norm: 59.9522
2024-03-24 20:30:06,299 - my_logger - INFO - 2024-03-27 04:29:02,000 - mmdet - INFO - Epoch [24][2300/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3852, loss_bbox: 0.3657, d0.loss_cls: 0.5554, d0.loss_bbox: 0.3435 d1.loss_cls: 0.3307, d1.loss_bbox: 0.5254 d2.loss_cls: 0.5519, d2.loss_bbox: 0.5261 d3.loss_cls: 0.3680, d3.loss_bbox: 0.5161 d4.loss_cls: 0.5347, d4.loss_bbox: 0.4905, loss: 4.7545, grad_norm: 55.5553
2024-03-24 20:30:06,300 - my_logger - INFO - 2024-03-27 04:31:02,000 - mmdet - INFO - Epoch [24][2350/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5834, loss_bbox: 0.3315, d0.loss_cls: 0.5383, d0.loss_bbox: 0.4952 d1.loss_cls: 0.5905, d1.loss_bbox: 0.3003 d2.loss_cls: 0.4839, d2.loss_bbox: 0.5261 d3.loss_cls: 0.5647, d3.loss_bbox: 0.5523 d4.loss_cls: 0.3326, d4.loss_bbox: 0.4633, loss: 3.8793, grad_norm: 56.2548
2024-03-24 20:30:06,300 - my_logger - INFO - 2024-03-27 04:33:02,000 - mmdet - INFO - Epoch [24][2400/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4753, loss_bbox: 0.4541, d0.loss_cls: 0.3522, d0.loss_bbox: 0.5698 d1.loss_cls: 0.4212, d1.loss_bbox: 0.4317 d2.loss_cls: 0.5320, d2.loss_bbox: 0.3453 d3.loss_cls: 0.4524, d3.loss_bbox: 0.4676 d4.loss_cls: 0.4440, d4.loss_bbox: 0.4908, loss: 3.6910, grad_norm: 59.0066
2024-03-24 20:30:06,300 - my_logger - INFO - 2024-03-27 04:35:02,000 - mmdet - INFO - Epoch [24][2450/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4080, loss_bbox: 0.4221, d0.loss_cls: 0.5562, d0.loss_bbox: 0.4630 d1.loss_cls: 0.3974, d1.loss_bbox: 0.4705 d2.loss_cls: 0.5909, d2.loss_bbox: 0.3096 d3.loss_cls: 0.4958, d3.loss_bbox: 0.3352 d4.loss_cls: 0.3430, d4.loss_bbox: 0.5747, loss: 4.2163, grad_norm: 53.2156
2024-03-24 20:30:06,301 - my_logger - INFO - 2024-03-27 04:37:02,000 - mmdet - INFO - Epoch [24][2500/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3500, loss_bbox: 0.4801, d0.loss_cls: 0.4019, d0.loss_bbox: 0.3046 d1.loss_cls: 0.4692, d1.loss_bbox: 0.4436 d2.loss_cls: 0.4788, d2.loss_bbox: 0.3559 d3.loss_cls: 0.4703, d3.loss_bbox: 0.4765 d4.loss_cls: 0.5080, d4.loss_bbox: 0.4527, loss: 4.1413, grad_norm: 54.4550
2024-03-24 20:30:06,301 - my_logger - INFO - 2024-03-27 04:39:02,000 - mmdet - INFO - Epoch [24][2550/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4747, loss_bbox: 0.5991, d0.loss_cls: 0.3544, d0.loss_bbox: 0.5645 d1.loss_cls: 0.5035, d1.loss_bbox: 0.5928 d2.loss_cls: 0.4265, d2.loss_bbox: 0.4535 d3.loss_cls: 0.5610, d3.loss_bbox: 0.3093 d4.loss_cls: 0.5222, d4.loss_bbox: 0.5288, loss: 4.5985, grad_norm: 51.4624
2024-03-24 20:30:06,302 - my_logger - INFO - 2024-03-27 04:41:02,000 - mmdet - INFO - Epoch [24][2600/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4482, loss_bbox: 0.5508, d0.loss_cls: 0.4630, d0.loss_bbox: 0.3492 d1.loss_cls: 0.4447, d1.loss_bbox: 0.4597 d2.loss_cls: 0.3433, d2.loss_bbox: 0.3757 d3.loss_cls: 0.4312, d3.loss_bbox: 0.3696 d4.loss_cls: 0.5971, d4.loss_bbox: 0.3274, loss: 3.8151, grad_norm: 53.3601
2024-03-24 20:30:06,302 - my_logger - INFO - 2024-03-27 04:43:02,000 - mmdet - INFO - Epoch [24][2650/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3680, loss_bbox: 0.4701, d0.loss_cls: 0.4702, d0.loss_bbox: 0.4860 d1.loss_cls: 0.5075, d1.loss_bbox: 0.5984 d2.loss_cls: 0.3157, d2.loss_bbox: 0.5621 d3.loss_cls: 0.3421, d3.loss_bbox: 0.5743 d4.loss_cls: 0.4688, d4.loss_bbox: 0.5474, loss: 4.1724, grad_norm: 58.7379
2024-03-24 20:30:06,302 - my_logger - INFO - 2024-03-27 04:45:02,000 - mmdet - INFO - Epoch [24][2700/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3932, loss_bbox: 0.5220, d0.loss_cls: 0.4629, d0.loss_bbox: 0.5437 d1.loss_cls: 0.4168, d1.loss_bbox: 0.4876 d2.loss_cls: 0.4016, d2.loss_bbox: 0.3002 d3.loss_cls: 0.4543, d3.loss_bbox: 0.5509 d4.loss_cls: 0.5023, d4.loss_bbox: 0.3934, loss: 3.9063, grad_norm: 51.8774
2024-03-24 20:30:06,303 - my_logger - INFO - 2024-03-27 04:47:02,000 - mmdet - INFO - Epoch [24][2750/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4924, loss_bbox: 0.5764, d0.loss_cls: 0.5142, d0.loss_bbox: 0.3677 d1.loss_cls: 0.4126, d1.loss_bbox: 0.3142 d2.loss_cls: 0.5184, d2.loss_bbox: 0.3311 d3.loss_cls: 0.3973, d3.loss_bbox: 0.5500 d4.loss_cls: 0.3900, d4.loss_bbox: 0.3532, loss: 4.6617, grad_norm: 53.1200
2024-03-24 20:30:06,309 - my_logger - INFO - 2024-03-27 04:49:02,000 - mmdet - INFO - Epoch [24][2800/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5848, loss_bbox: 0.3234, d0.loss_cls: 0.4587, d0.loss_bbox: 0.4611 d1.loss_cls: 0.5567, d1.loss_bbox: 0.5482 d2.loss_cls: 0.4239, d2.loss_bbox: 0.5727 d3.loss_cls: 0.5304, d3.loss_bbox: 0.3254 d4.loss_cls: 0.4155, d4.loss_bbox: 0.4639, loss: 4.5714, grad_norm: 55.8030
2024-03-24 20:30:06,309 - my_logger - INFO - 2024-03-27 04:51:02,000 - mmdet - INFO - Epoch [24][2850/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4745, loss_bbox: 0.4136, d0.loss_cls: 0.4726, d0.loss_bbox: 0.5144 d1.loss_cls: 0.5573, d1.loss_bbox: 0.4263 d2.loss_cls: 0.4118, d2.loss_bbox: 0.3172 d3.loss_cls: 0.5908, d3.loss_bbox: 0.5064 d4.loss_cls: 0.5840, d4.loss_bbox: 0.3643, loss: 4.1584, grad_norm: 57.2677
2024-03-24 20:30:06,310 - my_logger - INFO - 2024-03-27 04:53:02,000 - mmdet - INFO - Epoch [24][2900/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4415, loss_bbox: 0.5361, d0.loss_cls: 0.4253, d0.loss_bbox: 0.4211 d1.loss_cls: 0.3604, d1.loss_bbox: 0.3962 d2.loss_cls: 0.4473, d2.loss_bbox: 0.5477 d3.loss_cls: 0.4617, d3.loss_bbox: 0.3878 d4.loss_cls: 0.4606, d4.loss_bbox: 0.3877, loss: 4.3805, grad_norm: 52.3742
2024-03-24 20:30:06,311 - my_logger - INFO - 2024-03-27 04:55:02,000 - mmdet - INFO - Epoch [24][2950/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3036, loss_bbox: 0.5188, d0.loss_cls: 0.4036, d0.loss_bbox: 0.3056 d1.loss_cls: 0.4308, d1.loss_bbox: 0.3487 d2.loss_cls: 0.4409, d2.loss_bbox: 0.3260 d3.loss_cls: 0.4776, d3.loss_bbox: 0.4156 d4.loss_cls: 0.4970, d4.loss_bbox: 0.4514, loss: 4.7944, grad_norm: 56.0170
2024-03-24 20:30:06,311 - my_logger - INFO - 2024-03-27 04:57:02,000 - mmdet - INFO - Epoch [24][3000/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2900, loss_bbox: 0.4284, d0.loss_cls: 0.3763, d0.loss_bbox: 0.3931 d1.loss_cls: 0.4706, d1.loss_bbox: 0.3396 d2.loss_cls: 0.4143, d2.loss_bbox: 0.5765 d3.loss_cls: 0.4500, d3.loss_bbox: 0.4673 d4.loss_cls: 0.4395, d4.loss_bbox: 0.3470, loss: 3.9264, grad_norm: 58.4325
2024-03-24 20:30:06,311 - my_logger - INFO - 2024-03-27 04:59:02,000 - mmdet - INFO - Epoch [24][3050/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3476, loss_bbox: 0.4026, d0.loss_cls: 0.3416, d0.loss_bbox: 0.3273 d1.loss_cls: 0.3060, d1.loss_bbox: 0.5755 d2.loss_cls: 0.4623, d2.loss_bbox: 0.3926 d3.loss_cls: 0.4710, d3.loss_bbox: 0.5242 d4.loss_cls: 0.3480, d4.loss_bbox: 0.3158, loss: 4.6069, grad_norm: 58.9616
2024-03-24 20:30:06,312 - my_logger - INFO - 2024-03-27 05:01:02,000 - mmdet - INFO - Epoch [24][3100/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3875, loss_bbox: 0.5322, d0.loss_cls: 0.5323, d0.loss_bbox: 0.3215 d1.loss_cls: 0.3019, d1.loss_bbox: 0.5597 d2.loss_cls: 0.5649, d2.loss_bbox: 0.5418 d3.loss_cls: 0.4307, d3.loss_bbox: 0.3968 d4.loss_cls: 0.3605, d4.loss_bbox: 0.4782, loss: 4.2920, grad_norm: 52.6633
2024-03-24 20:30:06,312 - my_logger - INFO - 2024-03-27 05:03:02,000 - mmdet - INFO - Epoch [24][3150/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3613, loss_bbox: 0.4307, d0.loss_cls: 0.3335, d0.loss_bbox: 0.3423 d1.loss_cls: 0.3757, d1.loss_bbox: 0.5810 d2.loss_cls: 0.5675, d2.loss_bbox: 0.3982 d3.loss_cls: 0.4131, d3.loss_bbox: 0.3390 d4.loss_cls: 0.3810, d4.loss_bbox: 0.4176, loss: 4.5886, grad_norm: 53.4051
2024-03-24 20:30:06,313 - my_logger - INFO - 2024-03-27 05:05:02,000 - mmdet - INFO - Epoch [24][3200/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5186, loss_bbox: 0.3844, d0.loss_cls: 0.5946, d0.loss_bbox: 0.5451 d1.loss_cls: 0.3428, d1.loss_bbox: 0.5419 d2.loss_cls: 0.3524, d2.loss_bbox: 0.4111 d3.loss_cls: 0.5215, d3.loss_bbox: 0.5949 d4.loss_cls: 0.3366, d4.loss_bbox: 0.3694, loss: 4.5485, grad_norm: 55.0325
2024-03-24 20:30:06,313 - my_logger - INFO - 2024-03-27 05:07:02,000 - mmdet - INFO - Epoch [24][3250/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5032, loss_bbox: 0.5635, d0.loss_cls: 0.4209, d0.loss_bbox: 0.4057 d1.loss_cls: 0.3521, d1.loss_bbox: 0.5417 d2.loss_cls: 0.5975, d2.loss_bbox: 0.4366 d3.loss_cls: 0.5091, d3.loss_bbox: 0.5279 d4.loss_cls: 0.5738, d4.loss_bbox: 0.5420, loss: 3.7802, grad_norm: 50.5640
2024-03-24 20:30:06,313 - my_logger - INFO - 2024-03-27 05:09:02,000 - mmdet - INFO - Epoch [24][3300/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3003, loss_bbox: 0.4349, d0.loss_cls: 0.3566, d0.loss_bbox: 0.5968 d1.loss_cls: 0.4299, d1.loss_bbox: 0.4708 d2.loss_cls: 0.4553, d2.loss_bbox: 0.4118 d3.loss_cls: 0.3417, d3.loss_bbox: 0.5215 d4.loss_cls: 0.5289, d4.loss_bbox: 0.4811, loss: 4.5326, grad_norm: 59.3307
2024-03-24 20:30:06,314 - my_logger - INFO - 2024-03-27 05:11:02,000 - mmdet - INFO - Epoch [24][3350/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2647, loss_bbox: 0.3969, d0.loss_cls: 0.3926, d0.loss_bbox: 0.5655 d1.loss_cls: 0.4401, d1.loss_bbox: 0.4245 d2.loss_cls: 0.5763, d2.loss_bbox: 0.3623 d3.loss_cls: 0.5771, d3.loss_bbox: 0.4784 d4.loss_cls: 0.5339, d4.loss_bbox: 0.4721, loss: 3.9028, grad_norm: 55.0535
2024-03-24 20:30:06,314 - my_logger - INFO - 2024-03-27 05:13:02,000 - mmdet - INFO - Epoch [24][3400/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2754, loss_bbox: 0.3338, d0.loss_cls: 0.5585, d0.loss_bbox: 0.3417 d1.loss_cls: 0.3645, d1.loss_bbox: 0.3890 d2.loss_cls: 0.3027, d2.loss_bbox: 0.3702 d3.loss_cls: 0.3631, d3.loss_bbox: 0.3852 d4.loss_cls: 0.4854, d4.loss_bbox: 0.5875, loss: 4.3605, grad_norm: 51.2847
2024-03-24 20:30:06,315 - my_logger - INFO - 2024-03-27 05:15:02,000 - mmdet - INFO - Epoch [24][3450/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4864, loss_bbox: 0.3129, d0.loss_cls: 0.5557, d0.loss_bbox: 0.3372 d1.loss_cls: 0.4446, d1.loss_bbox: 0.3397 d2.loss_cls: 0.4298, d2.loss_bbox: 0.5014 d3.loss_cls: 0.5470, d3.loss_bbox: 0.3790 d4.loss_cls: 0.4103, d4.loss_bbox: 0.4223, loss: 4.2142, grad_norm: 53.8448
2024-03-24 20:30:06,315 - my_logger - INFO - 2024-03-27 05:17:02,000 - mmdet - INFO - Epoch [24][3500/3517][Batch size: 50]	lr: 1.723e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4103, loss_bbox: 0.5356, d0.loss_cls: 0.5624, d0.loss_bbox: 0.5215 d1.loss_cls: 0.5106, d1.loss_bbox: 0.5688 d2.loss_cls: 0.4997, d2.loss_bbox: 0.5650 d3.loss_cls: 0.4422, d3.loss_bbox: 0.5111 d4.loss_cls: 0.5637, d4.loss_bbox: 0.3947, loss: 4.8937, grad_norm: 58.5559
2024-03-24 20:30:06,315 - my_logger - INFO - 2024-03-27 05:19:02,000 - mmdet - INFO - Epoch [25][0/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4711, loss_bbox: 0.3576, d0.loss_cls: 0.4930, d0.loss_bbox: 0.4005 d1.loss_cls: 0.3221, d1.loss_bbox: 0.5577 d2.loss_cls: 0.5270, d2.loss_bbox: 0.5783 d3.loss_cls: 0.3430, d3.loss_bbox: 0.4885 d4.loss_cls: 0.5601, d4.loss_bbox: 0.4217, loss: 4.2132, grad_norm: 59.0602
2024-03-24 20:30:06,316 - my_logger - INFO - 2024-03-27 05:21:02,000 - mmdet - INFO - Epoch [25][50/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2924, loss_bbox: 0.5799, d0.loss_cls: 0.4151, d0.loss_bbox: 0.3703 d1.loss_cls: 0.3216, d1.loss_bbox: 0.3787 d2.loss_cls: 0.5634, d2.loss_bbox: 0.5552 d3.loss_cls: 0.3387, d3.loss_bbox: 0.3227 d4.loss_cls: 0.5500, d4.loss_bbox: 0.3174, loss: 4.4159, grad_norm: 53.6065
2024-03-24 20:30:06,316 - my_logger - INFO - 2024-03-27 05:23:02,000 - mmdet - INFO - Epoch [25][100/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2721, loss_bbox: 0.3658, d0.loss_cls: 0.4367, d0.loss_bbox: 0.4846 d1.loss_cls: 0.4480, d1.loss_bbox: 0.3406 d2.loss_cls: 0.4364, d2.loss_bbox: 0.5288 d3.loss_cls: 0.4748, d3.loss_bbox: 0.3073 d4.loss_cls: 0.5824, d4.loss_bbox: 0.4123, loss: 3.8680, grad_norm: 53.2979
2024-03-24 20:30:06,316 - my_logger - INFO - 2024-03-27 05:25:02,000 - mmdet - INFO - Epoch [25][150/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5567, loss_bbox: 0.3625, d0.loss_cls: 0.3656, d0.loss_bbox: 0.3271 d1.loss_cls: 0.4017, d1.loss_bbox: 0.5923 d2.loss_cls: 0.5855, d2.loss_bbox: 0.5356 d3.loss_cls: 0.5976, d3.loss_bbox: 0.5924 d4.loss_cls: 0.4587, d4.loss_bbox: 0.5396, loss: 3.6202, grad_norm: 52.4247
2024-03-24 20:30:06,317 - my_logger - INFO - 2024-03-27 05:27:02,000 - mmdet - INFO - Epoch [25][200/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5149, loss_bbox: 0.3870, d0.loss_cls: 0.5039, d0.loss_bbox: 0.3108 d1.loss_cls: 0.5490, d1.loss_bbox: 0.5105 d2.loss_cls: 0.4934, d2.loss_bbox: 0.4154 d3.loss_cls: 0.5054, d3.loss_bbox: 0.5542 d4.loss_cls: 0.3718, d4.loss_bbox: 0.5194, loss: 4.5745, grad_norm: 50.0533
2024-03-24 20:30:06,317 - my_logger - INFO - 2024-03-27 05:29:02,000 - mmdet - INFO - Epoch [25][250/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4259, loss_bbox: 0.3514, d0.loss_cls: 0.5528, d0.loss_bbox: 0.5379 d1.loss_cls: 0.4534, d1.loss_bbox: 0.3839 d2.loss_cls: 0.3615, d2.loss_bbox: 0.4739 d3.loss_cls: 0.3334, d3.loss_bbox: 0.3609 d4.loss_cls: 0.5471, d4.loss_bbox: 0.5251, loss: 4.1960, grad_norm: 55.3594
2024-03-24 20:30:06,317 - my_logger - INFO - 2024-03-27 05:31:02,000 - mmdet - INFO - Epoch [25][300/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4529, loss_bbox: 0.3690, d0.loss_cls: 0.3226, d0.loss_bbox: 0.4273 d1.loss_cls: 0.5338, d1.loss_bbox: 0.3883 d2.loss_cls: 0.4649, d2.loss_bbox: 0.3361 d3.loss_cls: 0.5800, d3.loss_bbox: 0.3435 d4.loss_cls: 0.3445, d4.loss_bbox: 0.3422, loss: 4.4119, grad_norm: 52.2419
2024-03-24 20:30:06,324 - my_logger - INFO - 2024-03-27 05:33:02,000 - mmdet - INFO - Epoch [25][350/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4470, loss_bbox: 0.3282, d0.loss_cls: 0.5513, d0.loss_bbox: 0.4790 d1.loss_cls: 0.5359, d1.loss_bbox: 0.3323 d2.loss_cls: 0.5779, d2.loss_bbox: 0.3343 d3.loss_cls: 0.5574, d3.loss_bbox: 0.3431 d4.loss_cls: 0.5809, d4.loss_bbox: 0.4081, loss: 3.9666, grad_norm: 55.4497
2024-03-24 20:30:06,324 - my_logger - INFO - 2024-03-27 05:35:02,000 - mmdet - INFO - Epoch [25][400/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2904, loss_bbox: 0.5609, d0.loss_cls: 0.5844, d0.loss_bbox: 0.4121 d1.loss_cls: 0.4432, d1.loss_bbox: 0.3179 d2.loss_cls: 0.3506, d2.loss_bbox: 0.5394 d3.loss_cls: 0.3679, d3.loss_bbox: 0.5980 d4.loss_cls: 0.5189, d4.loss_bbox: 0.4887, loss: 4.3465, grad_norm: 56.4000
2024-03-24 20:30:06,324 - my_logger - INFO - 2024-03-27 05:37:02,000 - mmdet - INFO - Epoch [25][450/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3231, loss_bbox: 0.4187, d0.loss_cls: 0.5706, d0.loss_bbox: 0.5202 d1.loss_cls: 0.5915, d1.loss_bbox: 0.3184 d2.loss_cls: 0.3765, d2.loss_bbox: 0.5372 d3.loss_cls: 0.5792, d3.loss_bbox: 0.5234 d4.loss_cls: 0.4477, d4.loss_bbox: 0.5105, loss: 4.1913, grad_norm: 57.3390
2024-03-24 20:30:06,325 - my_logger - INFO - 2024-03-27 05:39:02,000 - mmdet - INFO - Epoch [25][500/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4719, loss_bbox: 0.4514, d0.loss_cls: 0.5927, d0.loss_bbox: 0.3835 d1.loss_cls: 0.5103, d1.loss_bbox: 0.4492 d2.loss_cls: 0.3155, d2.loss_bbox: 0.5823 d3.loss_cls: 0.5069, d3.loss_bbox: 0.5606 d4.loss_cls: 0.4432, d4.loss_bbox: 0.4210, loss: 4.0734, grad_norm: 55.1903
2024-03-24 20:30:06,325 - my_logger - INFO - 2024-03-27 05:41:02,000 - mmdet - INFO - Epoch [25][550/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5298, loss_bbox: 0.4403, d0.loss_cls: 0.4652, d0.loss_bbox: 0.5136 d1.loss_cls: 0.5239, d1.loss_bbox: 0.5591 d2.loss_cls: 0.5037, d2.loss_bbox: 0.3180 d3.loss_cls: 0.3410, d3.loss_bbox: 0.4331 d4.loss_cls: 0.5254, d4.loss_bbox: 0.5139, loss: 4.7264, grad_norm: 56.2176
2024-03-24 20:30:06,326 - my_logger - INFO - 2024-03-27 05:43:02,000 - mmdet - INFO - Epoch [25][600/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5233, loss_bbox: 0.5755, d0.loss_cls: 0.4470, d0.loss_bbox: 0.5611 d1.loss_cls: 0.3541, d1.loss_bbox: 0.4277 d2.loss_cls: 0.4429, d2.loss_bbox: 0.3040 d3.loss_cls: 0.5769, d3.loss_bbox: 0.4778 d4.loss_cls: 0.4204, d4.loss_bbox: 0.5514, loss: 4.6749, grad_norm: 55.0387
2024-03-24 20:30:06,326 - my_logger - INFO - 2024-03-27 05:45:02,000 - mmdet - INFO - Epoch [25][650/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3140, loss_bbox: 0.4931, d0.loss_cls: 0.5590, d0.loss_bbox: 0.3608 d1.loss_cls: 0.3203, d1.loss_bbox: 0.3276 d2.loss_cls: 0.5024, d2.loss_bbox: 0.4293 d3.loss_cls: 0.5082, d3.loss_bbox: 0.5235 d4.loss_cls: 0.5810, d4.loss_bbox: 0.3731, loss: 4.7582, grad_norm: 58.1712
2024-03-24 20:30:06,327 - my_logger - INFO - 2024-03-27 05:47:02,000 - mmdet - INFO - Epoch [25][700/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2654, loss_bbox: 0.3904, d0.loss_cls: 0.5118, d0.loss_bbox: 0.3325 d1.loss_cls: 0.3647, d1.loss_bbox: 0.4804 d2.loss_cls: 0.3705, d2.loss_bbox: 0.4023 d3.loss_cls: 0.4916, d3.loss_bbox: 0.3666 d4.loss_cls: 0.3500, d4.loss_bbox: 0.4271, loss: 3.9262, grad_norm: 50.1238
2024-03-24 20:30:06,327 - my_logger - INFO - 2024-03-27 05:49:02,000 - mmdet - INFO - Epoch [25][750/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3498, loss_bbox: 0.3522, d0.loss_cls: 0.5803, d0.loss_bbox: 0.4581 d1.loss_cls: 0.5076, d1.loss_bbox: 0.3531 d2.loss_cls: 0.3422, d2.loss_bbox: 0.3350 d3.loss_cls: 0.3984, d3.loss_bbox: 0.3816 d4.loss_cls: 0.5203, d4.loss_bbox: 0.5251, loss: 3.7951, grad_norm: 57.0641
2024-03-24 20:30:06,327 - my_logger - INFO - 2024-03-27 05:51:02,000 - mmdet - INFO - Epoch [25][800/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5243, loss_bbox: 0.4847, d0.loss_cls: 0.4051, d0.loss_bbox: 0.5761 d1.loss_cls: 0.4054, d1.loss_bbox: 0.3205 d2.loss_cls: 0.4304, d2.loss_bbox: 0.3159 d3.loss_cls: 0.3107, d3.loss_bbox: 0.5414 d4.loss_cls: 0.4355, d4.loss_bbox: 0.4534, loss: 4.8527, grad_norm: 55.5745
2024-03-24 20:30:06,328 - my_logger - INFO - 2024-03-27 05:53:02,000 - mmdet - INFO - Epoch [25][850/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3861, loss_bbox: 0.3846, d0.loss_cls: 0.5141, d0.loss_bbox: 0.5063 d1.loss_cls: 0.3451, d1.loss_bbox: 0.4892 d2.loss_cls: 0.4102, d2.loss_bbox: 0.4212 d3.loss_cls: 0.3699, d3.loss_bbox: 0.5848 d4.loss_cls: 0.3176, d4.loss_bbox: 0.5379, loss: 4.2914, grad_norm: 51.1411
2024-03-24 20:30:06,328 - my_logger - INFO - 2024-03-27 05:55:02,000 - mmdet - INFO - Epoch [25][900/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3234, loss_bbox: 0.4821, d0.loss_cls: 0.4003, d0.loss_bbox: 0.5858 d1.loss_cls: 0.3059, d1.loss_bbox: 0.4296 d2.loss_cls: 0.3504, d2.loss_bbox: 0.5461 d3.loss_cls: 0.4683, d3.loss_bbox: 0.3956 d4.loss_cls: 0.3188, d4.loss_bbox: 0.5605, loss: 4.0480, grad_norm: 50.4109
2024-03-24 20:30:06,329 - my_logger - INFO - 2024-03-27 05:57:02,000 - mmdet - INFO - Epoch [25][950/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5946, loss_bbox: 0.5902, d0.loss_cls: 0.5754, d0.loss_bbox: 0.4035 d1.loss_cls: 0.3815, d1.loss_bbox: 0.3109 d2.loss_cls: 0.5281, d2.loss_bbox: 0.5549 d3.loss_cls: 0.3016, d3.loss_bbox: 0.5078 d4.loss_cls: 0.4167, d4.loss_bbox: 0.5103, loss: 4.0393, grad_norm: 52.7709
2024-03-24 20:30:06,329 - my_logger - INFO - 2024-03-27 05:59:02,000 - mmdet - INFO - Epoch [25][1000/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3887, loss_bbox: 0.3837, d0.loss_cls: 0.3181, d0.loss_bbox: 0.5047 d1.loss_cls: 0.4562, d1.loss_bbox: 0.3731 d2.loss_cls: 0.4839, d2.loss_bbox: 0.4860 d3.loss_cls: 0.3507, d3.loss_bbox: 0.4501 d4.loss_cls: 0.4783, d4.loss_bbox: 0.4783, loss: 4.1961, grad_norm: 52.4392
2024-03-24 20:30:06,330 - my_logger - INFO - 2024-03-27 06:01:02,000 - mmdet - INFO - Epoch [25][1050/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3251, loss_bbox: 0.3116, d0.loss_cls: 0.5180, d0.loss_bbox: 0.5074 d1.loss_cls: 0.5355, d1.loss_bbox: 0.5534 d2.loss_cls: 0.3901, d2.loss_bbox: 0.3155 d3.loss_cls: 0.3439, d3.loss_bbox: 0.4308 d4.loss_cls: 0.3976, d4.loss_bbox: 0.3752, loss: 4.3222, grad_norm: 56.7286
2024-03-24 20:30:06,330 - my_logger - INFO - 2024-03-27 06:03:02,000 - mmdet - INFO - Epoch [25][1100/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5113, loss_bbox: 0.4765, d0.loss_cls: 0.3469, d0.loss_bbox: 0.3372 d1.loss_cls: 0.5025, d1.loss_bbox: 0.4388 d2.loss_cls: 0.3249, d2.loss_bbox: 0.3046 d3.loss_cls: 0.5615, d3.loss_bbox: 0.3560 d4.loss_cls: 0.5670, d4.loss_bbox: 0.4381, loss: 3.9455, grad_norm: 53.9100
2024-03-24 20:30:06,331 - my_logger - INFO - 2024-03-27 06:05:02,000 - mmdet - INFO - Epoch [25][1150/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3026, loss_bbox: 0.3217, d0.loss_cls: 0.5288, d0.loss_bbox: 0.5884 d1.loss_cls: 0.4272, d1.loss_bbox: 0.5047 d2.loss_cls: 0.5084, d2.loss_bbox: 0.5044 d3.loss_cls: 0.5683, d3.loss_bbox: 0.5365 d4.loss_cls: 0.4460, d4.loss_bbox: 0.4359, loss: 4.7039, grad_norm: 55.7363
2024-03-24 20:30:06,331 - my_logger - INFO - 2024-03-27 06:07:02,000 - mmdet - INFO - Epoch [25][1200/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5887, loss_bbox: 0.4012, d0.loss_cls: 0.5967, d0.loss_bbox: 0.4901 d1.loss_cls: 0.4367, d1.loss_bbox: 0.4226 d2.loss_cls: 0.3573, d2.loss_bbox: 0.5413 d3.loss_cls: 0.4960, d3.loss_bbox: 0.4578 d4.loss_cls: 0.5910, d4.loss_bbox: 0.5456, loss: 4.2200, grad_norm: 52.1085
2024-03-24 20:30:06,331 - my_logger - INFO - 2024-03-27 06:09:02,000 - mmdet - INFO - Epoch [25][1250/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3076, loss_bbox: 0.5024, d0.loss_cls: 0.5734, d0.loss_bbox: 0.4971 d1.loss_cls: 0.5845, d1.loss_bbox: 0.5726 d2.loss_cls: 0.4797, d2.loss_bbox: 0.3504 d3.loss_cls: 0.5456, d3.loss_bbox: 0.5686 d4.loss_cls: 0.5527, d4.loss_bbox: 0.5339, loss: 4.7393, grad_norm: 57.7282
2024-03-24 20:30:06,332 - my_logger - INFO - 2024-03-27 06:11:02,000 - mmdet - INFO - Epoch [25][1300/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5646, loss_bbox: 0.5670, d0.loss_cls: 0.5493, d0.loss_bbox: 0.3270 d1.loss_cls: 0.3384, d1.loss_bbox: 0.5321 d2.loss_cls: 0.4289, d2.loss_bbox: 0.3378 d3.loss_cls: 0.4253, d3.loss_bbox: 0.3484 d4.loss_cls: 0.5598, d4.loss_bbox: 0.5404, loss: 4.3531, grad_norm: 54.5858
2024-03-24 20:30:06,332 - my_logger - INFO - 2024-03-27 06:13:02,000 - mmdet - INFO - Epoch [25][1350/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5092, loss_bbox: 0.3360, d0.loss_cls: 0.5010, d0.loss_bbox: 0.4086 d1.loss_cls: 0.3181, d1.loss_bbox: 0.3495 d2.loss_cls: 0.3692, d2.loss_bbox: 0.5402 d3.loss_cls: 0.5639, d3.loss_bbox: 0.3577 d4.loss_cls: 0.3968, d4.loss_bbox: 0.3028, loss: 4.9120, grad_norm: 57.5064
2024-03-24 20:30:06,332 - my_logger - INFO - 2024-03-27 06:15:02,000 - mmdet - INFO - Epoch [25][1400/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4859, loss_bbox: 0.4036, d0.loss_cls: 0.4768, d0.loss_bbox: 0.4683 d1.loss_cls: 0.5279, d1.loss_bbox: 0.5337 d2.loss_cls: 0.5058, d2.loss_bbox: 0.4974 d3.loss_cls: 0.3831, d3.loss_bbox: 0.3864 d4.loss_cls: 0.5784, d4.loss_bbox: 0.4446, loss: 4.6161, grad_norm: 50.6027
2024-03-24 20:30:06,333 - my_logger - INFO - 2024-03-27 06:17:02,000 - mmdet - INFO - Epoch [25][1450/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4159, loss_bbox: 0.3915, d0.loss_cls: 0.4904, d0.loss_bbox: 0.3765 d1.loss_cls: 0.5638, d1.loss_bbox: 0.5065 d2.loss_cls: 0.4129, d2.loss_bbox: 0.5181 d3.loss_cls: 0.4776, d3.loss_bbox: 0.3638 d4.loss_cls: 0.4184, d4.loss_bbox: 0.5645, loss: 3.9532, grad_norm: 56.4342
2024-03-24 20:30:06,333 - my_logger - INFO - 2024-03-27 06:19:02,000 - mmdet - INFO - Epoch [25][1500/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4150, loss_bbox: 0.5145, d0.loss_cls: 0.3951, d0.loss_bbox: 0.3307 d1.loss_cls: 0.5601, d1.loss_bbox: 0.3459 d2.loss_cls: 0.5961, d2.loss_bbox: 0.5154 d3.loss_cls: 0.5978, d3.loss_bbox: 0.3935 d4.loss_cls: 0.3327, d4.loss_bbox: 0.5956, loss: 4.8276, grad_norm: 50.4566
2024-03-24 20:30:06,333 - my_logger - INFO - 2024-03-27 06:21:02,000 - mmdet - INFO - Epoch [25][1550/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5288, loss_bbox: 0.3745, d0.loss_cls: 0.5260, d0.loss_bbox: 0.3813 d1.loss_cls: 0.5627, d1.loss_bbox: 0.3670 d2.loss_cls: 0.4468, d2.loss_bbox: 0.5575 d3.loss_cls: 0.3035, d3.loss_bbox: 0.5788 d4.loss_cls: 0.4318, d4.loss_bbox: 0.3908, loss: 4.0213, grad_norm: 51.6672
2024-03-24 20:30:06,334 - my_logger - INFO - 2024-03-27 06:23:02,000 - mmdet - INFO - Epoch [25][1600/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2603, loss_bbox: 0.3054, d0.loss_cls: 0.4662, d0.loss_bbox: 0.5568 d1.loss_cls: 0.4133, d1.loss_bbox: 0.4715 d2.loss_cls: 0.5841, d2.loss_bbox: 0.5692 d3.loss_cls: 0.4392, d3.loss_bbox: 0.5535 d4.loss_cls: 0.5054, d4.loss_bbox: 0.4620, loss: 4.8980, grad_norm: 59.6165
2024-03-24 20:30:06,343 - my_logger - INFO - 2024-03-27 06:25:02,000 - mmdet - INFO - Epoch [25][1650/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3277, loss_bbox: 0.5352, d0.loss_cls: 0.3069, d0.loss_bbox: 0.4663 d1.loss_cls: 0.3242, d1.loss_bbox: 0.4915 d2.loss_cls: 0.4910, d2.loss_bbox: 0.4534 d3.loss_cls: 0.4799, d3.loss_bbox: 0.3537 d4.loss_cls: 0.5434, d4.loss_bbox: 0.5185, loss: 4.6660, grad_norm: 54.1096
2024-03-24 20:30:06,344 - my_logger - INFO - 2024-03-27 06:27:02,000 - mmdet - INFO - Epoch [25][1700/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4531, loss_bbox: 0.5610, d0.loss_cls: 0.5730, d0.loss_bbox: 0.3307 d1.loss_cls: 0.4826, d1.loss_bbox: 0.4308 d2.loss_cls: 0.3153, d2.loss_bbox: 0.4123 d3.loss_cls: 0.3711, d3.loss_bbox: 0.5130 d4.loss_cls: 0.3833, d4.loss_bbox: 0.4436, loss: 3.7287, grad_norm: 57.0658
2024-03-24 20:30:06,344 - my_logger - INFO - 2024-03-27 06:29:02,000 - mmdet - INFO - Epoch [25][1750/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3632, loss_bbox: 0.4255, d0.loss_cls: 0.5191, d0.loss_bbox: 0.4894 d1.loss_cls: 0.4162, d1.loss_bbox: 0.4935 d2.loss_cls: 0.5342, d2.loss_bbox: 0.5089 d3.loss_cls: 0.4387, d3.loss_bbox: 0.5870 d4.loss_cls: 0.4902, d4.loss_bbox: 0.5103, loss: 3.6821, grad_norm: 58.7184
2024-03-24 20:30:06,344 - my_logger - INFO - 2024-03-27 06:31:02,000 - mmdet - INFO - Epoch [25][1800/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5174, loss_bbox: 0.3985, d0.loss_cls: 0.5080, d0.loss_bbox: 0.5504 d1.loss_cls: 0.3386, d1.loss_bbox: 0.4896 d2.loss_cls: 0.3502, d2.loss_bbox: 0.4938 d3.loss_cls: 0.3617, d3.loss_bbox: 0.3355 d4.loss_cls: 0.4516, d4.loss_bbox: 0.4638, loss: 3.9462, grad_norm: 50.7975
2024-03-24 20:30:06,345 - my_logger - INFO - 2024-03-27 06:33:02,000 - mmdet - INFO - Epoch [25][1850/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4943, loss_bbox: 0.5897, d0.loss_cls: 0.4424, d0.loss_bbox: 0.3447 d1.loss_cls: 0.3048, d1.loss_bbox: 0.3067 d2.loss_cls: 0.3775, d2.loss_bbox: 0.5223 d3.loss_cls: 0.5490, d3.loss_bbox: 0.5366 d4.loss_cls: 0.4979, d4.loss_bbox: 0.4115, loss: 4.8565, grad_norm: 52.0122
2024-03-24 20:30:06,345 - my_logger - INFO - 2024-03-27 06:35:02,000 - mmdet - INFO - Epoch [25][1900/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4929, loss_bbox: 0.3446, d0.loss_cls: 0.4430, d0.loss_bbox: 0.3050 d1.loss_cls: 0.3467, d1.loss_bbox: 0.3595 d2.loss_cls: 0.5132, d2.loss_bbox: 0.4012 d3.loss_cls: 0.5454, d3.loss_bbox: 0.4902 d4.loss_cls: 0.5409, d4.loss_bbox: 0.5233, loss: 4.7506, grad_norm: 57.0265
2024-03-24 20:30:06,346 - my_logger - INFO - 2024-03-27 06:37:02,000 - mmdet - INFO - Epoch [25][1950/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4037, loss_bbox: 0.4011, d0.loss_cls: 0.4360, d0.loss_bbox: 0.4645 d1.loss_cls: 0.5111, d1.loss_bbox: 0.5452 d2.loss_cls: 0.5368, d2.loss_bbox: 0.3120 d3.loss_cls: 0.5393, d3.loss_bbox: 0.5348 d4.loss_cls: 0.5983, d4.loss_bbox: 0.5033, loss: 3.7583, grad_norm: 51.1698
2024-03-24 20:30:06,346 - my_logger - INFO - 2024-03-27 06:39:02,000 - mmdet - INFO - Epoch [25][2000/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3598, loss_bbox: 0.4632, d0.loss_cls: 0.5843, d0.loss_bbox: 0.4889 d1.loss_cls: 0.4997, d1.loss_bbox: 0.5251 d2.loss_cls: 0.3042, d2.loss_bbox: 0.5434 d3.loss_cls: 0.4549, d3.loss_bbox: 0.3810 d4.loss_cls: 0.4556, d4.loss_bbox: 0.4237, loss: 3.7099, grad_norm: 57.4057
2024-03-24 20:30:06,346 - my_logger - INFO - 2024-03-27 06:41:02,000 - mmdet - INFO - Epoch [25][2050/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4562, loss_bbox: 0.3858, d0.loss_cls: 0.4301, d0.loss_bbox: 0.3816 d1.loss_cls: 0.5518, d1.loss_bbox: 0.3745 d2.loss_cls: 0.4720, d2.loss_bbox: 0.3450 d3.loss_cls: 0.5958, d3.loss_bbox: 0.3915 d4.loss_cls: 0.4044, d4.loss_bbox: 0.3388, loss: 4.4886, grad_norm: 56.3029
2024-03-24 20:30:06,347 - my_logger - INFO - 2024-03-27 06:43:02,000 - mmdet - INFO - Epoch [25][2100/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5400, loss_bbox: 0.5834, d0.loss_cls: 0.3352, d0.loss_bbox: 0.4600 d1.loss_cls: 0.3428, d1.loss_bbox: 0.5541 d2.loss_cls: 0.5395, d2.loss_bbox: 0.5329 d3.loss_cls: 0.3607, d3.loss_bbox: 0.5279 d4.loss_cls: 0.4796, d4.loss_bbox: 0.4364, loss: 4.9360, grad_norm: 50.8611
2024-03-24 20:30:06,347 - my_logger - INFO - 2024-03-27 06:45:02,000 - mmdet - INFO - Epoch [25][2150/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5963, loss_bbox: 0.3864, d0.loss_cls: 0.4231, d0.loss_bbox: 0.4721 d1.loss_cls: 0.5663, d1.loss_bbox: 0.4135 d2.loss_cls: 0.5885, d2.loss_bbox: 0.4142 d3.loss_cls: 0.3190, d3.loss_bbox: 0.5810 d4.loss_cls: 0.5778, d4.loss_bbox: 0.3403, loss: 3.7039, grad_norm: 58.6423
2024-03-24 20:30:06,348 - my_logger - INFO - 2024-03-27 06:47:02,000 - mmdet - INFO - Epoch [25][2200/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5793, loss_bbox: 0.5992, d0.loss_cls: 0.4431, d0.loss_bbox: 0.4391 d1.loss_cls: 0.3209, d1.loss_bbox: 0.3829 d2.loss_cls: 0.5410, d2.loss_bbox: 0.3919 d3.loss_cls: 0.5693, d3.loss_bbox: 0.4646 d4.loss_cls: 0.4263, d4.loss_bbox: 0.5653, loss: 4.7149, grad_norm: 57.9233
2024-03-24 20:30:06,348 - my_logger - INFO - 2024-03-27 06:49:02,000 - mmdet - INFO - Epoch [25][2250/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3945, loss_bbox: 0.3950, d0.loss_cls: 0.3202, d0.loss_bbox: 0.3681 d1.loss_cls: 0.4223, d1.loss_bbox: 0.5415 d2.loss_cls: 0.3609, d2.loss_bbox: 0.4612 d3.loss_cls: 0.5233, d3.loss_bbox: 0.3610 d4.loss_cls: 0.5283, d4.loss_bbox: 0.3693, loss: 4.6467, grad_norm: 51.0529
2024-03-24 20:30:06,348 - my_logger - INFO - 2024-03-27 06:51:02,000 - mmdet - INFO - Epoch [25][2300/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3166, loss_bbox: 0.3054, d0.loss_cls: 0.4078, d0.loss_bbox: 0.4566 d1.loss_cls: 0.5668, d1.loss_bbox: 0.4153 d2.loss_cls: 0.3438, d2.loss_bbox: 0.4117 d3.loss_cls: 0.4801, d3.loss_bbox: 0.5881 d4.loss_cls: 0.3501, d4.loss_bbox: 0.4999, loss: 3.8246, grad_norm: 56.3192
2024-03-24 20:30:06,349 - my_logger - INFO - 2024-03-27 06:53:02,000 - mmdet - INFO - Epoch [25][2350/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5727, loss_bbox: 0.3901, d0.loss_cls: 0.5472, d0.loss_bbox: 0.3007 d1.loss_cls: 0.3333, d1.loss_bbox: 0.5197 d2.loss_cls: 0.3203, d2.loss_bbox: 0.3803 d3.loss_cls: 0.3921, d3.loss_bbox: 0.3810 d4.loss_cls: 0.3096, d4.loss_bbox: 0.5094, loss: 4.3838, grad_norm: 55.3638
2024-03-24 20:30:06,349 - my_logger - INFO - 2024-03-27 06:55:02,000 - mmdet - INFO - Epoch [25][2400/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4680, loss_bbox: 0.5326, d0.loss_cls: 0.4006, d0.loss_bbox: 0.4198 d1.loss_cls: 0.5624, d1.loss_bbox: 0.3801 d2.loss_cls: 0.3574, d2.loss_bbox: 0.4548 d3.loss_cls: 0.5666, d3.loss_bbox: 0.4924 d4.loss_cls: 0.5016, d4.loss_bbox: 0.4849, loss: 3.9089, grad_norm: 58.8286
2024-03-24 20:30:06,349 - my_logger - INFO - 2024-03-27 06:57:02,000 - mmdet - INFO - Epoch [25][2450/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2724, loss_bbox: 0.4438, d0.loss_cls: 0.4168, d0.loss_bbox: 0.4908 d1.loss_cls: 0.5003, d1.loss_bbox: 0.5723 d2.loss_cls: 0.5100, d2.loss_bbox: 0.3052 d3.loss_cls: 0.3969, d3.loss_bbox: 0.5656 d4.loss_cls: 0.3324, d4.loss_bbox: 0.4157, loss: 3.5709, grad_norm: 52.3439
2024-03-24 20:30:06,350 - my_logger - INFO - 2024-03-27 06:59:02,000 - mmdet - INFO - Epoch [25][2500/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3496, loss_bbox: 0.3126, d0.loss_cls: 0.3806, d0.loss_bbox: 0.5235 d1.loss_cls: 0.3185, d1.loss_bbox: 0.3405 d2.loss_cls: 0.3028, d2.loss_bbox: 0.4318 d3.loss_cls: 0.3854, d3.loss_bbox: 0.3126 d4.loss_cls: 0.5988, d4.loss_bbox: 0.4699, loss: 4.1750, grad_norm: 51.5564
2024-03-24 20:30:06,350 - my_logger - INFO - 2024-03-27 07:01:02,000 - mmdet - INFO - Epoch [25][2550/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3566, loss_bbox: 0.5588, d0.loss_cls: 0.3809, d0.loss_bbox: 0.4639 d1.loss_cls: 0.5014, d1.loss_bbox: 0.4732 d2.loss_cls: 0.4814, d2.loss_bbox: 0.5504 d3.loss_cls: 0.3429, d3.loss_bbox: 0.3837 d4.loss_cls: 0.3234, d4.loss_bbox: 0.5680, loss: 4.5334, grad_norm: 50.2330
2024-03-24 20:30:06,351 - my_logger - INFO - 2024-03-27 07:03:02,000 - mmdet - INFO - Epoch [25][2600/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2815, loss_bbox: 0.4583, d0.loss_cls: 0.3159, d0.loss_bbox: 0.5179 d1.loss_cls: 0.4128, d1.loss_bbox: 0.5631 d2.loss_cls: 0.4236, d2.loss_bbox: 0.4522 d3.loss_cls: 0.4744, d3.loss_bbox: 0.3964 d4.loss_cls: 0.4885, d4.loss_bbox: 0.5801, loss: 4.1704, grad_norm: 55.4685
2024-03-24 20:30:06,351 - my_logger - INFO - 2024-03-27 07:05:02,000 - mmdet - INFO - Epoch [25][2650/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3144, loss_bbox: 0.4551, d0.loss_cls: 0.4952, d0.loss_bbox: 0.4858 d1.loss_cls: 0.5556, d1.loss_bbox: 0.3995 d2.loss_cls: 0.3101, d2.loss_bbox: 0.5360 d3.loss_cls: 0.4676, d3.loss_bbox: 0.3705 d4.loss_cls: 0.5965, d4.loss_bbox: 0.4586, loss: 4.7114, grad_norm: 57.8601
2024-03-24 20:30:06,351 - my_logger - INFO - 2024-03-27 07:07:02,000 - mmdet - INFO - Epoch [25][2700/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3383, loss_bbox: 0.4905, d0.loss_cls: 0.4399, d0.loss_bbox: 0.3335 d1.loss_cls: 0.3693, d1.loss_bbox: 0.5910 d2.loss_cls: 0.5256, d2.loss_bbox: 0.5226 d3.loss_cls: 0.4999, d3.loss_bbox: 0.5912 d4.loss_cls: 0.3444, d4.loss_bbox: 0.3152, loss: 4.7806, grad_norm: 58.3703
2024-03-24 20:30:06,352 - my_logger - INFO - 2024-03-27 07:09:02,000 - mmdet - INFO - Epoch [25][2750/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3180, loss_bbox: 0.5918, d0.loss_cls: 0.3568, d0.loss_bbox: 0.5662 d1.loss_cls: 0.5632, d1.loss_bbox: 0.5228 d2.loss_cls: 0.4183, d2.loss_bbox: 0.4300 d3.loss_cls: 0.3221, d3.loss_bbox: 0.5424 d4.loss_cls: 0.3807, d4.loss_bbox: 0.5121, loss: 4.4791, grad_norm: 52.6257
2024-03-24 20:30:06,352 - my_logger - INFO - 2024-03-27 07:11:02,000 - mmdet - INFO - Epoch [25][2800/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5762, loss_bbox: 0.4181, d0.loss_cls: 0.5561, d0.loss_bbox: 0.5413 d1.loss_cls: 0.5736, d1.loss_bbox: 0.4126 d2.loss_cls: 0.5410, d2.loss_bbox: 0.3454 d3.loss_cls: 0.5720, d3.loss_bbox: 0.3307 d4.loss_cls: 0.3308, d4.loss_bbox: 0.4063, loss: 4.6110, grad_norm: 51.4719
2024-03-24 20:30:06,353 - my_logger - INFO - 2024-03-27 07:13:02,000 - mmdet - INFO - Epoch [25][2850/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2795, loss_bbox: 0.5352, d0.loss_cls: 0.3847, d0.loss_bbox: 0.5758 d1.loss_cls: 0.4554, d1.loss_bbox: 0.4390 d2.loss_cls: 0.4304, d2.loss_bbox: 0.4625 d3.loss_cls: 0.4108, d3.loss_bbox: 0.5961 d4.loss_cls: 0.5745, d4.loss_bbox: 0.3325, loss: 3.5747, grad_norm: 55.3319
2024-03-24 20:30:06,353 - my_logger - INFO - 2024-03-27 07:15:02,000 - mmdet - INFO - Epoch [25][2900/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4980, loss_bbox: 0.5660, d0.loss_cls: 0.4807, d0.loss_bbox: 0.4670 d1.loss_cls: 0.3170, d1.loss_bbox: 0.4492 d2.loss_cls: 0.3275, d2.loss_bbox: 0.4453 d3.loss_cls: 0.4446, d3.loss_bbox: 0.3344 d4.loss_cls: 0.5924, d4.loss_bbox: 0.3383, loss: 4.4892, grad_norm: 57.2233
2024-03-24 20:30:06,353 - my_logger - INFO - 2024-03-27 07:17:02,000 - mmdet - INFO - Epoch [25][2950/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5199, loss_bbox: 0.4736, d0.loss_cls: 0.3916, d0.loss_bbox: 0.5631 d1.loss_cls: 0.4783, d1.loss_bbox: 0.5935 d2.loss_cls: 0.4036, d2.loss_bbox: 0.4102 d3.loss_cls: 0.5402, d3.loss_bbox: 0.5175 d4.loss_cls: 0.5688, d4.loss_bbox: 0.5965, loss: 4.4031, grad_norm: 52.2495
2024-03-24 20:30:06,354 - my_logger - INFO - 2024-03-27 07:19:02,000 - mmdet - INFO - Epoch [25][3000/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4252, loss_bbox: 0.4130, d0.loss_cls: 0.4871, d0.loss_bbox: 0.4429 d1.loss_cls: 0.5778, d1.loss_bbox: 0.4879 d2.loss_cls: 0.3666, d2.loss_bbox: 0.5810 d3.loss_cls: 0.4689, d3.loss_bbox: 0.4212 d4.loss_cls: 0.4699, d4.loss_bbox: 0.3962, loss: 3.8816, grad_norm: 54.6234
2024-03-24 20:30:06,354 - my_logger - INFO - 2024-03-27 07:21:02,000 - mmdet - INFO - Epoch [25][3050/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5964, loss_bbox: 0.4700, d0.loss_cls: 0.4934, d0.loss_bbox: 0.5832 d1.loss_cls: 0.4401, d1.loss_bbox: 0.3778 d2.loss_cls: 0.5826, d2.loss_bbox: 0.4270 d3.loss_cls: 0.5747, d3.loss_bbox: 0.4356 d4.loss_cls: 0.4289, d4.loss_bbox: 0.5686, loss: 4.6684, grad_norm: 56.3129
2024-03-24 20:30:06,354 - my_logger - INFO - 2024-03-27 07:23:02,000 - mmdet - INFO - Epoch [25][3100/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3442, loss_bbox: 0.4585, d0.loss_cls: 0.4284, d0.loss_bbox: 0.4791 d1.loss_cls: 0.4217, d1.loss_bbox: 0.3124 d2.loss_cls: 0.4719, d2.loss_bbox: 0.4770 d3.loss_cls: 0.5930, d3.loss_bbox: 0.3337 d4.loss_cls: 0.5221, d4.loss_bbox: 0.3407, loss: 3.6791, grad_norm: 55.3776
2024-03-24 20:30:06,355 - my_logger - INFO - 2024-03-27 07:25:02,000 - mmdet - INFO - Epoch [25][3150/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2524, loss_bbox: 0.5670, d0.loss_cls: 0.4093, d0.loss_bbox: 0.4924 d1.loss_cls: 0.4879, d1.loss_bbox: 0.4872 d2.loss_cls: 0.5680, d2.loss_bbox: 0.5932 d3.loss_cls: 0.5690, d3.loss_bbox: 0.5123 d4.loss_cls: 0.3411, d4.loss_bbox: 0.3236, loss: 3.8551, grad_norm: 53.6279
2024-03-24 20:30:06,355 - my_logger - INFO - 2024-03-27 07:27:02,000 - mmdet - INFO - Epoch [25][3200/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4419, loss_bbox: 0.4670, d0.loss_cls: 0.3584, d0.loss_bbox: 0.3216 d1.loss_cls: 0.4389, d1.loss_bbox: 0.5307 d2.loss_cls: 0.4650, d2.loss_bbox: 0.5760 d3.loss_cls: 0.5947, d3.loss_bbox: 0.4553 d4.loss_cls: 0.4526, d4.loss_bbox: 0.5884, loss: 3.6558, grad_norm: 52.2896
2024-03-24 20:30:06,355 - my_logger - INFO - 2024-03-27 07:29:02,000 - mmdet - INFO - Epoch [25][3250/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3382, loss_bbox: 0.5383, d0.loss_cls: 0.4509, d0.loss_bbox: 0.3758 d1.loss_cls: 0.3936, d1.loss_bbox: 0.4094 d2.loss_cls: 0.4907, d2.loss_bbox: 0.3505 d3.loss_cls: 0.5673, d3.loss_bbox: 0.5600 d4.loss_cls: 0.3759, d4.loss_bbox: 0.5867, loss: 4.8758, grad_norm: 52.9052
2024-03-24 20:30:06,356 - my_logger - INFO - 2024-03-27 07:31:02,000 - mmdet - INFO - Epoch [25][3300/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2883, loss_bbox: 0.4654, d0.loss_cls: 0.4245, d0.loss_bbox: 0.5350 d1.loss_cls: 0.3406, d1.loss_bbox: 0.3532 d2.loss_cls: 0.3469, d2.loss_bbox: 0.3108 d3.loss_cls: 0.5829, d3.loss_bbox: 0.4126 d4.loss_cls: 0.3488, d4.loss_bbox: 0.4199, loss: 3.5039, grad_norm: 57.1098
2024-03-24 20:30:06,356 - my_logger - INFO - 2024-03-27 07:33:02,000 - mmdet - INFO - Epoch [25][3350/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2710, loss_bbox: 0.3292, d0.loss_cls: 0.4401, d0.loss_bbox: 0.5401 d1.loss_cls: 0.5001, d1.loss_bbox: 0.5811 d2.loss_cls: 0.3082, d2.loss_bbox: 0.3359 d3.loss_cls: 0.3011, d3.loss_bbox: 0.4228 d4.loss_cls: 0.5400, d4.loss_bbox: 0.5699, loss: 4.4466, grad_norm: 51.7192
2024-03-24 20:30:06,357 - my_logger - INFO - 2024-03-27 07:35:02,000 - mmdet - INFO - Epoch [25][3400/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2742, loss_bbox: 0.4821, d0.loss_cls: 0.4616, d0.loss_bbox: 0.4676 d1.loss_cls: 0.4009, d1.loss_bbox: 0.4787 d2.loss_cls: 0.5879, d2.loss_bbox: 0.4860 d3.loss_cls: 0.3501, d3.loss_bbox: 0.3770 d4.loss_cls: 0.3705, d4.loss_bbox: 0.5547, loss: 3.6708, grad_norm: 52.6767
2024-03-24 20:30:06,357 - my_logger - INFO - 2024-03-27 07:37:02,000 - mmdet - INFO - Epoch [25][3450/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5430, loss_bbox: 0.3453, d0.loss_cls: 0.5705, d0.loss_bbox: 0.3663 d1.loss_cls: 0.4872, d1.loss_bbox: 0.5909 d2.loss_cls: 0.5704, d2.loss_bbox: 0.5561 d3.loss_cls: 0.4992, d3.loss_bbox: 0.3016 d4.loss_cls: 0.5155, d4.loss_bbox: 0.4538, loss: 4.4098, grad_norm: 56.8700
2024-03-24 20:30:06,357 - my_logger - INFO - 2024-03-27 07:39:02,000 - mmdet - INFO - Epoch [25][3500/3517][Batch size: 50]	lr: 1.637e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4867, loss_bbox: 0.3745, d0.loss_cls: 0.4815, d0.loss_bbox: 0.5836 d1.loss_cls: 0.5030, d1.loss_bbox: 0.5362 d2.loss_cls: 0.3447, d2.loss_bbox: 0.5337 d3.loss_cls: 0.5121, d3.loss_bbox: 0.3466 d4.loss_cls: 0.5274, d4.loss_bbox: 0.5297, loss: 4.2134, grad_norm: 50.4323
2024-03-24 20:30:06,358 - my_logger - INFO - Saving checkpoint at 25 epochs
2024-03-24 20:30:06,358 - my_logger - INFO - Metric NDS: 43.9818
2024-03-24 20:30:06,358 - my_logger - INFO - Metric mAP: 34.9074
2024-03-24 20:30:06,358 - my_logger - INFO - Metric mATE: 0.6837
2024-03-24 20:30:06,358 - my_logger - INFO - Metric mASE: 0.2901
2024-03-24 20:30:06,358 - my_logger - INFO - Metric mAOE: 0.5498
2024-03-24 20:30:06,359 - my_logger - INFO - Metric mAVE: 0.3220
2024-03-24 20:30:06,359 - my_logger - INFO - Metric mAAE: 0.2311
2024-03-24 20:30:06,359 - my_logger - INFO - 2024-03-27 07:41:02,000 - mmdet - INFO - Epoch [26][0/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4071, loss_bbox: 0.4166, d0.loss_cls: 0.5968, d0.loss_bbox: 0.4857 d1.loss_cls: 0.5804, d1.loss_bbox: 0.3290 d2.loss_cls: 0.3523, d2.loss_bbox: 0.3509 d3.loss_cls: 0.3020, d3.loss_bbox: 0.4159 d4.loss_cls: 0.4822, d4.loss_bbox: 0.4776, loss: 3.9350, grad_norm: 53.8423
2024-03-24 20:30:06,359 - my_logger - INFO - 2024-03-27 07:43:02,000 - mmdet - INFO - Epoch [26][50/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5154, loss_bbox: 0.3692, d0.loss_cls: 0.4211, d0.loss_bbox: 0.4323 d1.loss_cls: 0.3743, d1.loss_bbox: 0.4303 d2.loss_cls: 0.4951, d2.loss_bbox: 0.3560 d3.loss_cls: 0.3068, d3.loss_bbox: 0.5671 d4.loss_cls: 0.4843, d4.loss_bbox: 0.3128, loss: 4.8643, grad_norm: 52.3793
2024-03-24 20:30:06,360 - my_logger - INFO - 2024-03-27 07:45:02,000 - mmdet - INFO - Epoch [26][100/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3585, loss_bbox: 0.3094, d0.loss_cls: 0.4112, d0.loss_bbox: 0.5311 d1.loss_cls: 0.3995, d1.loss_bbox: 0.3819 d2.loss_cls: 0.3976, d2.loss_bbox: 0.4867 d3.loss_cls: 0.5401, d3.loss_bbox: 0.4833 d4.loss_cls: 0.3554, d4.loss_bbox: 0.3531, loss: 3.6631, grad_norm: 51.7356
2024-03-24 20:30:06,360 - my_logger - INFO - 2024-03-27 07:47:02,000 - mmdet - INFO - Epoch [26][150/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5752, loss_bbox: 0.3736, d0.loss_cls: 0.5579, d0.loss_bbox: 0.3321 d1.loss_cls: 0.4135, d1.loss_bbox: 0.4580 d2.loss_cls: 0.3961, d2.loss_bbox: 0.4155 d3.loss_cls: 0.4819, d3.loss_bbox: 0.5378 d4.loss_cls: 0.3228, d4.loss_bbox: 0.3886, loss: 3.8397, grad_norm: 59.7261
2024-03-24 20:30:06,361 - my_logger - INFO - 2024-03-27 07:49:02,000 - mmdet - INFO - Epoch [26][200/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5519, loss_bbox: 0.4591, d0.loss_cls: 0.5652, d0.loss_bbox: 0.4444 d1.loss_cls: 0.3762, d1.loss_bbox: 0.5811 d2.loss_cls: 0.3152, d2.loss_bbox: 0.4863 d3.loss_cls: 0.4616, d3.loss_bbox: 0.5580 d4.loss_cls: 0.5743, d4.loss_bbox: 0.5236, loss: 4.1583, grad_norm: 50.4303
2024-03-24 20:30:06,361 - my_logger - INFO - 2024-03-27 07:51:02,000 - mmdet - INFO - Epoch [26][250/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2846, loss_bbox: 0.4475, d0.loss_cls: 0.3929, d0.loss_bbox: 0.4600 d1.loss_cls: 0.4529, d1.loss_bbox: 0.5614 d2.loss_cls: 0.4736, d2.loss_bbox: 0.4886 d3.loss_cls: 0.3267, d3.loss_bbox: 0.4413 d4.loss_cls: 0.3295, d4.loss_bbox: 0.5696, loss: 4.6863, grad_norm: 54.9186
2024-03-24 20:30:06,361 - my_logger - INFO - 2024-03-27 07:53:02,000 - mmdet - INFO - Epoch [26][300/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5698, loss_bbox: 0.3394, d0.loss_cls: 0.5687, d0.loss_bbox: 0.5325 d1.loss_cls: 0.4479, d1.loss_bbox: 0.5755 d2.loss_cls: 0.5869, d2.loss_bbox: 0.4411 d3.loss_cls: 0.3618, d3.loss_bbox: 0.5558 d4.loss_cls: 0.4065, d4.loss_bbox: 0.5924, loss: 4.5376, grad_norm: 58.7559
2024-03-24 20:30:06,362 - my_logger - INFO - 2024-03-27 07:55:02,000 - mmdet - INFO - Epoch [26][350/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3982, loss_bbox: 0.4191, d0.loss_cls: 0.4797, d0.loss_bbox: 0.4489 d1.loss_cls: 0.5054, d1.loss_bbox: 0.3042 d2.loss_cls: 0.3814, d2.loss_bbox: 0.4379 d3.loss_cls: 0.5087, d3.loss_bbox: 0.3081 d4.loss_cls: 0.3456, d4.loss_bbox: 0.5740, loss: 3.5073, grad_norm: 56.3234
2024-03-24 20:30:06,362 - my_logger - INFO - 2024-03-27 07:57:02,000 - mmdet - INFO - Epoch [26][400/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5992, loss_bbox: 0.5653, d0.loss_cls: 0.5516, d0.loss_bbox: 0.3753 d1.loss_cls: 0.5533, d1.loss_bbox: 0.3006 d2.loss_cls: 0.4101, d2.loss_bbox: 0.4517 d3.loss_cls: 0.4263, d3.loss_bbox: 0.3638 d4.loss_cls: 0.4027, d4.loss_bbox: 0.4126, loss: 4.3374, grad_norm: 59.6797
2024-03-24 20:30:06,363 - my_logger - INFO - 2024-03-27 07:59:02,000 - mmdet - INFO - Epoch [26][450/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5107, loss_bbox: 0.5266, d0.loss_cls: 0.5900, d0.loss_bbox: 0.4180 d1.loss_cls: 0.4272, d1.loss_bbox: 0.4589 d2.loss_cls: 0.4632, d2.loss_bbox: 0.5823 d3.loss_cls: 0.5913, d3.loss_bbox: 0.3809 d4.loss_cls: 0.5933, d4.loss_bbox: 0.4512, loss: 3.9944, grad_norm: 56.6298
2024-03-24 20:30:06,363 - my_logger - INFO - 2024-03-27 08:01:02,000 - mmdet - INFO - Epoch [26][500/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4340, loss_bbox: 0.5563, d0.loss_cls: 0.4450, d0.loss_bbox: 0.3177 d1.loss_cls: 0.3081, d1.loss_bbox: 0.5324 d2.loss_cls: 0.3947, d2.loss_bbox: 0.4510 d3.loss_cls: 0.4876, d3.loss_bbox: 0.4195 d4.loss_cls: 0.3285, d4.loss_bbox: 0.5122, loss: 3.5909, grad_norm: 56.0400
2024-03-24 20:30:06,364 - my_logger - INFO - 2024-03-27 08:03:02,000 - mmdet - INFO - Epoch [26][550/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4689, loss_bbox: 0.4053, d0.loss_cls: 0.4794, d0.loss_bbox: 0.5485 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4851 d2.loss_cls: 0.5929, d2.loss_bbox: 0.5882 d3.loss_cls: 0.3759, d3.loss_bbox: 0.5921 d4.loss_cls: 0.5124, d4.loss_bbox: 0.4069, loss: 4.8773, grad_norm: 53.4053
2024-03-24 20:30:06,364 - my_logger - INFO - 2024-03-27 08:05:02,000 - mmdet - INFO - Epoch [26][600/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2739, loss_bbox: 0.3013, d0.loss_cls: 0.5731, d0.loss_bbox: 0.4584 d1.loss_cls: 0.3903, d1.loss_bbox: 0.4724 d2.loss_cls: 0.5393, d2.loss_bbox: 0.4316 d3.loss_cls: 0.5604, d3.loss_bbox: 0.3799 d4.loss_cls: 0.4345, d4.loss_bbox: 0.5349, loss: 3.5009, grad_norm: 58.3372
2024-03-24 20:30:06,364 - my_logger - INFO - 2024-03-27 08:07:02,000 - mmdet - INFO - Epoch [26][650/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3921, loss_bbox: 0.3540, d0.loss_cls: 0.5033, d0.loss_bbox: 0.5129 d1.loss_cls: 0.4240, d1.loss_bbox: 0.3730 d2.loss_cls: 0.5851, d2.loss_bbox: 0.4435 d3.loss_cls: 0.5062, d3.loss_bbox: 0.4190 d4.loss_cls: 0.4347, d4.loss_bbox: 0.5740, loss: 4.6169, grad_norm: 51.0487
2024-03-24 20:30:06,365 - my_logger - INFO - 2024-03-27 08:09:02,000 - mmdet - INFO - Epoch [26][700/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3672, loss_bbox: 0.5396, d0.loss_cls: 0.3306, d0.loss_bbox: 0.3921 d1.loss_cls: 0.3658, d1.loss_bbox: 0.3830 d2.loss_cls: 0.3236, d2.loss_bbox: 0.4414 d3.loss_cls: 0.5361, d3.loss_bbox: 0.5936 d4.loss_cls: 0.4424, d4.loss_bbox: 0.4505, loss: 4.5924, grad_norm: 53.0226
2024-03-24 20:30:06,365 - my_logger - INFO - 2024-03-27 08:11:02,000 - mmdet - INFO - Epoch [26][750/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4419, loss_bbox: 0.3395, d0.loss_cls: 0.5462, d0.loss_bbox: 0.3909 d1.loss_cls: 0.4536, d1.loss_bbox: 0.5875 d2.loss_cls: 0.3617, d2.loss_bbox: 0.5821 d3.loss_cls: 0.4919, d3.loss_bbox: 0.5647 d4.loss_cls: 0.4243, d4.loss_bbox: 0.4716, loss: 4.4146, grad_norm: 50.1100
2024-03-24 20:30:06,366 - my_logger - INFO - 2024-03-27 08:13:02,000 - mmdet - INFO - Epoch [26][800/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5371, loss_bbox: 0.5098, d0.loss_cls: 0.5476, d0.loss_bbox: 0.4645 d1.loss_cls: 0.3141, d1.loss_bbox: 0.3144 d2.loss_cls: 0.3719, d2.loss_bbox: 0.4454 d3.loss_cls: 0.4609, d3.loss_bbox: 0.3183 d4.loss_cls: 0.5312, d4.loss_bbox: 0.3783, loss: 3.8610, grad_norm: 58.6569
2024-03-24 20:30:06,372 - my_logger - INFO - 2024-03-27 08:15:02,000 - mmdet - INFO - Epoch [26][850/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2617, loss_bbox: 0.5099, d0.loss_cls: 0.5721, d0.loss_bbox: 0.3577 d1.loss_cls: 0.5376, d1.loss_bbox: 0.3777 d2.loss_cls: 0.5029, d2.loss_bbox: 0.3866 d3.loss_cls: 0.4782, d3.loss_bbox: 0.5246 d4.loss_cls: 0.3682, d4.loss_bbox: 0.3805, loss: 3.8034, grad_norm: 57.1423
2024-03-24 20:30:06,373 - my_logger - INFO - 2024-03-27 08:17:02,000 - mmdet - INFO - Epoch [26][900/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.4824, d0.loss_cls: 0.3779, d0.loss_bbox: 0.4452 d1.loss_cls: 0.5115, d1.loss_bbox: 0.3351 d2.loss_cls: 0.4176, d2.loss_bbox: 0.3378 d3.loss_cls: 0.4311, d3.loss_bbox: 0.5600 d4.loss_cls: 0.5097, d4.loss_bbox: 0.4993, loss: 3.6422, grad_norm: 57.8977
2024-03-24 20:30:06,373 - my_logger - INFO - 2024-03-27 08:19:02,000 - mmdet - INFO - Epoch [26][950/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4175, loss_bbox: 0.3402, d0.loss_cls: 0.3712, d0.loss_bbox: 0.3017 d1.loss_cls: 0.3124, d1.loss_bbox: 0.3078 d2.loss_cls: 0.4600, d2.loss_bbox: 0.3125 d3.loss_cls: 0.4298, d3.loss_bbox: 0.5822 d4.loss_cls: 0.5530, d4.loss_bbox: 0.3745, loss: 4.9430, grad_norm: 52.8800
2024-03-24 20:30:06,374 - my_logger - INFO - 2024-03-27 08:21:02,000 - mmdet - INFO - Epoch [26][1000/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3701, loss_bbox: 0.4410, d0.loss_cls: 0.5599, d0.loss_bbox: 0.5710 d1.loss_cls: 0.5532, d1.loss_bbox: 0.3824 d2.loss_cls: 0.3672, d2.loss_bbox: 0.3186 d3.loss_cls: 0.4576, d3.loss_bbox: 0.3608 d4.loss_cls: 0.4464, d4.loss_bbox: 0.4455, loss: 4.4535, grad_norm: 58.2572
2024-03-24 20:30:06,374 - my_logger - INFO - 2024-03-27 08:23:02,000 - mmdet - INFO - Epoch [26][1050/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4251, loss_bbox: 0.4236, d0.loss_cls: 0.4145, d0.loss_bbox: 0.3598 d1.loss_cls: 0.5170, d1.loss_bbox: 0.4249 d2.loss_cls: 0.4501, d2.loss_bbox: 0.4243 d3.loss_cls: 0.5300, d3.loss_bbox: 0.3682 d4.loss_cls: 0.3056, d4.loss_bbox: 0.4139, loss: 3.9011, grad_norm: 57.6369
2024-03-24 20:30:06,374 - my_logger - INFO - 2024-03-27 08:25:02,000 - mmdet - INFO - Epoch [26][1100/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4403, loss_bbox: 0.4187, d0.loss_cls: 0.4802, d0.loss_bbox: 0.5035 d1.loss_cls: 0.4255, d1.loss_bbox: 0.5991 d2.loss_cls: 0.5875, d2.loss_bbox: 0.5356 d3.loss_cls: 0.5014, d3.loss_bbox: 0.5574 d4.loss_cls: 0.3270, d4.loss_bbox: 0.5135, loss: 4.2922, grad_norm: 58.4375
2024-03-24 20:30:06,375 - my_logger - INFO - 2024-03-27 08:27:02,000 - mmdet - INFO - Epoch [26][1150/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3940, loss_bbox: 0.4620, d0.loss_cls: 0.5925, d0.loss_bbox: 0.4999 d1.loss_cls: 0.4060, d1.loss_bbox: 0.5128 d2.loss_cls: 0.5321, d2.loss_bbox: 0.3968 d3.loss_cls: 0.3452, d3.loss_bbox: 0.3821 d4.loss_cls: 0.3378, d4.loss_bbox: 0.5095, loss: 4.3532, grad_norm: 54.3456
2024-03-24 20:30:06,375 - my_logger - INFO - 2024-03-27 08:29:02,000 - mmdet - INFO - Epoch [26][1200/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4860, loss_bbox: 0.5158, d0.loss_cls: 0.4089, d0.loss_bbox: 0.5395 d1.loss_cls: 0.3432, d1.loss_bbox: 0.5046 d2.loss_cls: 0.5483, d2.loss_bbox: 0.4078 d3.loss_cls: 0.5790, d3.loss_bbox: 0.3155 d4.loss_cls: 0.5378, d4.loss_bbox: 0.5959, loss: 4.8910, grad_norm: 57.8659
2024-03-24 20:30:06,376 - my_logger - INFO - 2024-03-27 08:31:02,000 - mmdet - INFO - Epoch [26][1250/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2575, loss_bbox: 0.5679, d0.loss_cls: 0.3944, d0.loss_bbox: 0.3883 d1.loss_cls: 0.5161, d1.loss_bbox: 0.3825 d2.loss_cls: 0.4127, d2.loss_bbox: 0.3120 d3.loss_cls: 0.5322, d3.loss_bbox: 0.4236 d4.loss_cls: 0.4661, d4.loss_bbox: 0.3817, loss: 4.0653, grad_norm: 54.8920
2024-03-24 20:30:06,377 - my_logger - INFO - 2024-03-27 08:33:02,000 - mmdet - INFO - Epoch [26][1300/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3957, loss_bbox: 0.5621, d0.loss_cls: 0.5754, d0.loss_bbox: 0.4096 d1.loss_cls: 0.4150, d1.loss_bbox: 0.5919 d2.loss_cls: 0.3502, d2.loss_bbox: 0.5356 d3.loss_cls: 0.4044, d3.loss_bbox: 0.5629 d4.loss_cls: 0.4024, d4.loss_bbox: 0.3707, loss: 3.6811, grad_norm: 51.5309
2024-03-24 20:30:06,377 - my_logger - INFO - 2024-03-27 08:35:02,000 - mmdet - INFO - Epoch [26][1350/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4643, loss_bbox: 0.4569, d0.loss_cls: 0.5847, d0.loss_bbox: 0.3876 d1.loss_cls: 0.5963, d1.loss_bbox: 0.5899 d2.loss_cls: 0.3907, d2.loss_bbox: 0.4745 d3.loss_cls: 0.5968, d3.loss_bbox: 0.3586 d4.loss_cls: 0.5195, d4.loss_bbox: 0.3011, loss: 4.5046, grad_norm: 50.5406
2024-03-24 20:30:06,378 - my_logger - INFO - 2024-03-27 08:37:02,000 - mmdet - INFO - Epoch [26][1400/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4738, loss_bbox: 0.4326, d0.loss_cls: 0.4585, d0.loss_bbox: 0.5774 d1.loss_cls: 0.5991, d1.loss_bbox: 0.3475 d2.loss_cls: 0.3010, d2.loss_bbox: 0.3529 d3.loss_cls: 0.4968, d3.loss_bbox: 0.5243 d4.loss_cls: 0.5101, d4.loss_bbox: 0.4952, loss: 4.1032, grad_norm: 57.2323
2024-03-24 20:30:06,378 - my_logger - INFO - 2024-03-27 08:39:02,000 - mmdet - INFO - Epoch [26][1450/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4280, loss_bbox: 0.4246, d0.loss_cls: 0.4592, d0.loss_bbox: 0.3892 d1.loss_cls: 0.3804, d1.loss_bbox: 0.5478 d2.loss_cls: 0.3962, d2.loss_bbox: 0.4824 d3.loss_cls: 0.5819, d3.loss_bbox: 0.5364 d4.loss_cls: 0.3185, d4.loss_bbox: 0.3590, loss: 3.5794, grad_norm: 59.4221
2024-03-24 20:30:06,379 - my_logger - INFO - 2024-03-27 08:41:02,000 - mmdet - INFO - Epoch [26][1500/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5370, loss_bbox: 0.4241, d0.loss_cls: 0.3256, d0.loss_bbox: 0.5115 d1.loss_cls: 0.5498, d1.loss_bbox: 0.5833 d2.loss_cls: 0.4950, d2.loss_bbox: 0.3584 d3.loss_cls: 0.4173, d3.loss_bbox: 0.4990 d4.loss_cls: 0.5706, d4.loss_bbox: 0.3307, loss: 3.5737, grad_norm: 53.4904
2024-03-24 20:30:06,379 - my_logger - INFO - 2024-03-27 08:43:02,000 - mmdet - INFO - Epoch [26][1550/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4673, loss_bbox: 0.5272, d0.loss_cls: 0.3452, d0.loss_bbox: 0.5400 d1.loss_cls: 0.5137, d1.loss_bbox: 0.3319 d2.loss_cls: 0.4163, d2.loss_bbox: 0.5402 d3.loss_cls: 0.3183, d3.loss_bbox: 0.4357 d4.loss_cls: 0.3026, d4.loss_bbox: 0.4608, loss: 4.6249, grad_norm: 58.2956
2024-03-24 20:30:06,379 - my_logger - INFO - 2024-03-27 08:45:02,000 - mmdet - INFO - Epoch [26][1600/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4892, loss_bbox: 0.5006, d0.loss_cls: 0.4805, d0.loss_bbox: 0.5817 d1.loss_cls: 0.4963, d1.loss_bbox: 0.5229 d2.loss_cls: 0.3153, d2.loss_bbox: 0.5468 d3.loss_cls: 0.3010, d3.loss_bbox: 0.5016 d4.loss_cls: 0.5848, d4.loss_bbox: 0.4744, loss: 4.4452, grad_norm: 57.7438
2024-03-24 20:30:06,380 - my_logger - INFO - 2024-03-27 08:47:02,000 - mmdet - INFO - Epoch [26][1650/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4763, loss_bbox: 0.4519, d0.loss_cls: 0.5069, d0.loss_bbox: 0.5998 d1.loss_cls: 0.4357, d1.loss_bbox: 0.5345 d2.loss_cls: 0.4321, d2.loss_bbox: 0.4424 d3.loss_cls: 0.4912, d3.loss_bbox: 0.4254 d4.loss_cls: 0.4560, d4.loss_bbox: 0.3202, loss: 4.0570, grad_norm: 58.2856
2024-03-24 20:30:06,380 - my_logger - INFO - 2024-03-27 08:49:02,000 - mmdet - INFO - Epoch [26][1700/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4873, loss_bbox: 0.4465, d0.loss_cls: 0.4027, d0.loss_bbox: 0.3929 d1.loss_cls: 0.3163, d1.loss_bbox: 0.4457 d2.loss_cls: 0.3381, d2.loss_bbox: 0.4833 d3.loss_cls: 0.5753, d3.loss_bbox: 0.4848 d4.loss_cls: 0.5081, d4.loss_bbox: 0.3780, loss: 4.1765, grad_norm: 51.9204
2024-03-24 20:30:06,380 - my_logger - INFO - 2024-03-27 08:51:02,000 - mmdet - INFO - Epoch [26][1750/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4443, loss_bbox: 0.3743, d0.loss_cls: 0.3295, d0.loss_bbox: 0.4729 d1.loss_cls: 0.5581, d1.loss_bbox: 0.4773 d2.loss_cls: 0.4265, d2.loss_bbox: 0.4970 d3.loss_cls: 0.5224, d3.loss_bbox: 0.5619 d4.loss_cls: 0.4944, d4.loss_bbox: 0.5014, loss: 4.8661, grad_norm: 59.1082
2024-03-24 20:30:06,381 - my_logger - INFO - 2024-03-27 08:53:02,000 - mmdet - INFO - Epoch [26][1800/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5607, loss_bbox: 0.3587, d0.loss_cls: 0.3410, d0.loss_bbox: 0.3124 d1.loss_cls: 0.4959, d1.loss_bbox: 0.5205 d2.loss_cls: 0.3123, d2.loss_bbox: 0.3097 d3.loss_cls: 0.3653, d3.loss_bbox: 0.5984 d4.loss_cls: 0.3974, d4.loss_bbox: 0.5598, loss: 4.8394, grad_norm: 50.8759
2024-03-24 20:30:06,381 - my_logger - INFO - 2024-03-27 08:55:02,000 - mmdet - INFO - Epoch [26][1850/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4251, loss_bbox: 0.4079, d0.loss_cls: 0.5806, d0.loss_bbox: 0.4126 d1.loss_cls: 0.3015, d1.loss_bbox: 0.4471 d2.loss_cls: 0.4063, d2.loss_bbox: 0.3852 d3.loss_cls: 0.4687, d3.loss_bbox: 0.3306 d4.loss_cls: 0.4591, d4.loss_bbox: 0.3659, loss: 4.9180, grad_norm: 58.3989
2024-03-24 20:30:06,381 - my_logger - INFO - 2024-03-27 08:57:02,000 - mmdet - INFO - Epoch [26][1900/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5265, loss_bbox: 0.3100, d0.loss_cls: 0.4455, d0.loss_bbox: 0.4346 d1.loss_cls: 0.3208, d1.loss_bbox: 0.4199 d2.loss_cls: 0.3528, d2.loss_bbox: 0.3468 d3.loss_cls: 0.3832, d3.loss_bbox: 0.4148 d4.loss_cls: 0.4076, d4.loss_bbox: 0.3280, loss: 3.5136, grad_norm: 54.3751
2024-03-24 20:30:06,382 - my_logger - INFO - 2024-03-27 08:59:02,000 - mmdet - INFO - Epoch [26][1950/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5772, loss_bbox: 0.3875, d0.loss_cls: 0.3908, d0.loss_bbox: 0.3829 d1.loss_cls: 0.5825, d1.loss_bbox: 0.5994 d2.loss_cls: 0.4636, d2.loss_bbox: 0.4589 d3.loss_cls: 0.3236, d3.loss_bbox: 0.3912 d4.loss_cls: 0.4867, d4.loss_bbox: 0.4102, loss: 3.8842, grad_norm: 57.3015
2024-03-24 20:30:06,391 - my_logger - INFO - 2024-03-27 09:01:02,000 - mmdet - INFO - Epoch [26][2000/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2556, loss_bbox: 0.4826, d0.loss_cls: 0.3485, d0.loss_bbox: 0.4520 d1.loss_cls: 0.3467, d1.loss_bbox: 0.4520 d2.loss_cls: 0.5344, d2.loss_bbox: 0.4057 d3.loss_cls: 0.4148, d3.loss_bbox: 0.3263 d4.loss_cls: 0.3541, d4.loss_bbox: 0.3611, loss: 4.1128, grad_norm: 51.8866
2024-03-24 20:30:06,392 - my_logger - INFO - 2024-03-27 09:03:02,000 - mmdet - INFO - Epoch [26][2050/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3033, loss_bbox: 0.3342, d0.loss_cls: 0.4185, d0.loss_bbox: 0.4918 d1.loss_cls: 0.3445, d1.loss_bbox: 0.5178 d2.loss_cls: 0.4004, d2.loss_bbox: 0.5685 d3.loss_cls: 0.5736, d3.loss_bbox: 0.5061 d4.loss_cls: 0.5284, d4.loss_bbox: 0.4610, loss: 3.8010, grad_norm: 51.9293
2024-03-24 20:30:06,392 - my_logger - INFO - 2024-03-27 09:05:02,000 - mmdet - INFO - Epoch [26][2100/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4465, loss_bbox: 0.5404, d0.loss_cls: 0.5374, d0.loss_bbox: 0.5450 d1.loss_cls: 0.5453, d1.loss_bbox: 0.4572 d2.loss_cls: 0.5291, d2.loss_bbox: 0.5829 d3.loss_cls: 0.5499, d3.loss_bbox: 0.4457 d4.loss_cls: 0.4960, d4.loss_bbox: 0.5495, loss: 4.2404, grad_norm: 56.9536
2024-03-24 20:30:06,393 - my_logger - INFO - 2024-03-27 09:07:02,000 - mmdet - INFO - Epoch [26][2150/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5757, loss_bbox: 0.3800, d0.loss_cls: 0.3260, d0.loss_bbox: 0.3503 d1.loss_cls: 0.3517, d1.loss_bbox: 0.3580 d2.loss_cls: 0.4599, d2.loss_bbox: 0.4366 d3.loss_cls: 0.5683, d3.loss_bbox: 0.5171 d4.loss_cls: 0.3860, d4.loss_bbox: 0.3990, loss: 3.7994, grad_norm: 51.5833
2024-03-24 20:30:06,394 - my_logger - INFO - 2024-03-27 09:09:02,000 - mmdet - INFO - Epoch [26][2200/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5644, loss_bbox: 0.5929, d0.loss_cls: 0.5756, d0.loss_bbox: 0.3265 d1.loss_cls: 0.3676, d1.loss_bbox: 0.3150 d2.loss_cls: 0.5751, d2.loss_bbox: 0.4750 d3.loss_cls: 0.5612, d3.loss_bbox: 0.4687 d4.loss_cls: 0.3566, d4.loss_bbox: 0.3186, loss: 4.2581, grad_norm: 50.2495
2024-03-24 20:30:06,394 - my_logger - INFO - 2024-03-27 09:11:02,000 - mmdet - INFO - Epoch [26][2250/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4634, loss_bbox: 0.3876, d0.loss_cls: 0.3332, d0.loss_bbox: 0.5471 d1.loss_cls: 0.3235, d1.loss_bbox: 0.3420 d2.loss_cls: 0.4433, d2.loss_bbox: 0.4901 d3.loss_cls: 0.4447, d3.loss_bbox: 0.4521 d4.loss_cls: 0.3633, d4.loss_bbox: 0.3201, loss: 3.6564, grad_norm: 53.2691
2024-03-24 20:30:06,395 - my_logger - INFO - 2024-03-27 09:13:02,000 - mmdet - INFO - Epoch [26][2300/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2640, loss_bbox: 0.4094, d0.loss_cls: 0.3068, d0.loss_bbox: 0.3251 d1.loss_cls: 0.3173, d1.loss_bbox: 0.3741 d2.loss_cls: 0.5783, d2.loss_bbox: 0.3489 d3.loss_cls: 0.4317, d3.loss_bbox: 0.4876 d4.loss_cls: 0.5787, d4.loss_bbox: 0.5106, loss: 4.1282, grad_norm: 58.4400
2024-03-24 20:30:06,395 - my_logger - INFO - 2024-03-27 09:15:02,000 - mmdet - INFO - Epoch [26][2350/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5392, loss_bbox: 0.4432, d0.loss_cls: 0.3620, d0.loss_bbox: 0.5272 d1.loss_cls: 0.3300, d1.loss_bbox: 0.4190 d2.loss_cls: 0.3318, d2.loss_bbox: 0.3410 d3.loss_cls: 0.4983, d3.loss_bbox: 0.3899 d4.loss_cls: 0.3071, d4.loss_bbox: 0.4477, loss: 4.5763, grad_norm: 55.0919
2024-03-24 20:30:06,396 - my_logger - INFO - 2024-03-27 09:17:02,000 - mmdet - INFO - Epoch [26][2400/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4607, loss_bbox: 0.4327, d0.loss_cls: 0.4316, d0.loss_bbox: 0.4889 d1.loss_cls: 0.4249, d1.loss_bbox: 0.4001 d2.loss_cls: 0.5962, d2.loss_bbox: 0.3018 d3.loss_cls: 0.3147, d3.loss_bbox: 0.3156 d4.loss_cls: 0.3424, d4.loss_bbox: 0.4039, loss: 3.5578, grad_norm: 51.7334
2024-03-24 20:30:06,396 - my_logger - INFO - 2024-03-27 09:19:02,000 - mmdet - INFO - Epoch [26][2450/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4122, loss_bbox: 0.4713, d0.loss_cls: 0.4494, d0.loss_bbox: 0.4456 d1.loss_cls: 0.5690, d1.loss_bbox: 0.4472 d2.loss_cls: 0.5275, d2.loss_bbox: 0.3865 d3.loss_cls: 0.4690, d3.loss_bbox: 0.5825 d4.loss_cls: 0.4075, d4.loss_bbox: 0.4187, loss: 4.1656, grad_norm: 57.5131
2024-03-24 20:30:06,397 - my_logger - INFO - 2024-03-27 09:21:02,000 - mmdet - INFO - Epoch [26][2500/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2880, loss_bbox: 0.4339, d0.loss_cls: 0.5173, d0.loss_bbox: 0.4875 d1.loss_cls: 0.3018, d1.loss_bbox: 0.3860 d2.loss_cls: 0.3692, d2.loss_bbox: 0.3237 d3.loss_cls: 0.5835, d3.loss_bbox: 0.5214 d4.loss_cls: 0.3882, d4.loss_bbox: 0.3780, loss: 4.8580, grad_norm: 57.3960
2024-03-24 20:30:06,397 - my_logger - INFO - 2024-03-27 09:23:02,000 - mmdet - INFO - Epoch [26][2550/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5072, loss_bbox: 0.5142, d0.loss_cls: 0.4692, d0.loss_bbox: 0.4621 d1.loss_cls: 0.5488, d1.loss_bbox: 0.3263 d2.loss_cls: 0.3601, d2.loss_bbox: 0.5682 d3.loss_cls: 0.4828, d3.loss_bbox: 0.5279 d4.loss_cls: 0.4451, d4.loss_bbox: 0.3552, loss: 3.6061, grad_norm: 51.4488
2024-03-24 20:30:06,397 - my_logger - INFO - 2024-03-27 09:25:02,000 - mmdet - INFO - Epoch [26][2600/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5811, loss_bbox: 0.5727, d0.loss_cls: 0.5754, d0.loss_bbox: 0.5706 d1.loss_cls: 0.5322, d1.loss_bbox: 0.4866 d2.loss_cls: 0.5545, d2.loss_bbox: 0.5981 d3.loss_cls: 0.3848, d3.loss_bbox: 0.4709 d4.loss_cls: 0.3096, d4.loss_bbox: 0.5479, loss: 4.9728, grad_norm: 59.5275
2024-03-24 20:30:06,398 - my_logger - INFO - 2024-03-27 09:27:02,000 - mmdet - INFO - Epoch [26][2650/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3194, loss_bbox: 0.3560, d0.loss_cls: 0.5053, d0.loss_bbox: 0.5523 d1.loss_cls: 0.4627, d1.loss_bbox: 0.4875 d2.loss_cls: 0.5943, d2.loss_bbox: 0.3189 d3.loss_cls: 0.5436, d3.loss_bbox: 0.4169 d4.loss_cls: 0.3361, d4.loss_bbox: 0.5395, loss: 3.6647, grad_norm: 59.7048
2024-03-24 20:30:06,398 - my_logger - INFO - 2024-03-27 09:29:02,000 - mmdet - INFO - Epoch [26][2700/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5449, loss_bbox: 0.3945, d0.loss_cls: 0.5287, d0.loss_bbox: 0.3871 d1.loss_cls: 0.4106, d1.loss_bbox: 0.4372 d2.loss_cls: 0.4792, d2.loss_bbox: 0.3534 d3.loss_cls: 0.5102, d3.loss_bbox: 0.5387 d4.loss_cls: 0.3276, d4.loss_bbox: 0.5231, loss: 4.1500, grad_norm: 50.2412
2024-03-24 20:30:06,399 - my_logger - INFO - 2024-03-27 09:31:02,000 - mmdet - INFO - Epoch [26][2750/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4552, loss_bbox: 0.4270, d0.loss_cls: 0.4368, d0.loss_bbox: 0.3733 d1.loss_cls: 0.5798, d1.loss_bbox: 0.3739 d2.loss_cls: 0.4567, d2.loss_bbox: 0.4239 d3.loss_cls: 0.4480, d3.loss_bbox: 0.5813 d4.loss_cls: 0.5392, d4.loss_bbox: 0.5696, loss: 4.6289, grad_norm: 53.0645
2024-03-24 20:30:06,399 - my_logger - INFO - 2024-03-27 09:33:02,000 - mmdet - INFO - Epoch [26][2800/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5605, loss_bbox: 0.4616, d0.loss_cls: 0.3845, d0.loss_bbox: 0.5538 d1.loss_cls: 0.4607, d1.loss_bbox: 0.4170 d2.loss_cls: 0.5337, d2.loss_bbox: 0.5148 d3.loss_cls: 0.5019, d3.loss_bbox: 0.5530 d4.loss_cls: 0.4109, d4.loss_bbox: 0.5114, loss: 3.5017, grad_norm: 58.7959
2024-03-24 20:30:06,399 - my_logger - INFO - 2024-03-27 09:35:02,000 - mmdet - INFO - Epoch [26][2850/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5112, loss_bbox: 0.3786, d0.loss_cls: 0.5757, d0.loss_bbox: 0.3037 d1.loss_cls: 0.5403, d1.loss_bbox: 0.5085 d2.loss_cls: 0.3126, d2.loss_bbox: 0.3007 d3.loss_cls: 0.4586, d3.loss_bbox: 0.4067 d4.loss_cls: 0.3973, d4.loss_bbox: 0.5816, loss: 4.0849, grad_norm: 50.9281
2024-03-24 20:30:06,400 - my_logger - INFO - 2024-03-27 09:37:02,000 - mmdet - INFO - Epoch [26][2900/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2868, loss_bbox: 0.4112, d0.loss_cls: 0.4778, d0.loss_bbox: 0.3251 d1.loss_cls: 0.3388, d1.loss_bbox: 0.3982 d2.loss_cls: 0.4303, d2.loss_bbox: 0.3239 d3.loss_cls: 0.4171, d3.loss_bbox: 0.3497 d4.loss_cls: 0.3976, d4.loss_bbox: 0.3891, loss: 4.2039, grad_norm: 59.6981
2024-03-24 20:30:06,400 - my_logger - INFO - 2024-03-27 09:39:02,000 - mmdet - INFO - Epoch [26][2950/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4294, loss_bbox: 0.4032, d0.loss_cls: 0.5930, d0.loss_bbox: 0.5262 d1.loss_cls: 0.3865, d1.loss_bbox: 0.4428 d2.loss_cls: 0.3733, d2.loss_bbox: 0.5248 d3.loss_cls: 0.4509, d3.loss_bbox: 0.3019 d4.loss_cls: 0.5604, d4.loss_bbox: 0.5823, loss: 4.5190, grad_norm: 51.4195
2024-03-24 20:30:06,401 - my_logger - INFO - 2024-03-27 09:41:02,000 - mmdet - INFO - Epoch [26][3000/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2842, loss_bbox: 0.5690, d0.loss_cls: 0.4828, d0.loss_bbox: 0.4824 d1.loss_cls: 0.3090, d1.loss_bbox: 0.4492 d2.loss_cls: 0.4274, d2.loss_bbox: 0.5785 d3.loss_cls: 0.3355, d3.loss_bbox: 0.5609 d4.loss_cls: 0.5934, d4.loss_bbox: 0.3551, loss: 4.9744, grad_norm: 54.0011
2024-03-24 20:30:06,401 - my_logger - INFO - 2024-03-27 09:43:02,000 - mmdet - INFO - Epoch [26][3050/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5493, loss_bbox: 0.4452, d0.loss_cls: 0.5545, d0.loss_bbox: 0.4419 d1.loss_cls: 0.5829, d1.loss_bbox: 0.5640 d2.loss_cls: 0.3650, d2.loss_bbox: 0.4029 d3.loss_cls: 0.4612, d3.loss_bbox: 0.4804 d4.loss_cls: 0.3094, d4.loss_bbox: 0.4998, loss: 4.1654, grad_norm: 52.7146
2024-03-24 20:30:06,401 - my_logger - INFO - 2024-03-27 09:45:02,000 - mmdet - INFO - Epoch [26][3100/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4209, loss_bbox: 0.3239, d0.loss_cls: 0.4700, d0.loss_bbox: 0.5695 d1.loss_cls: 0.5391, d1.loss_bbox: 0.3671 d2.loss_cls: 0.3493, d2.loss_bbox: 0.4174 d3.loss_cls: 0.5844, d3.loss_bbox: 0.4160 d4.loss_cls: 0.3141, d4.loss_bbox: 0.3269, loss: 3.8976, grad_norm: 53.9214
2024-03-24 20:30:06,402 - my_logger - INFO - 2024-03-27 09:47:02,000 - mmdet - INFO - Epoch [26][3150/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4288, loss_bbox: 0.4739, d0.loss_cls: 0.3523, d0.loss_bbox: 0.5944 d1.loss_cls: 0.4024, d1.loss_bbox: 0.4595 d2.loss_cls: 0.5543, d2.loss_bbox: 0.5018 d3.loss_cls: 0.5763, d3.loss_bbox: 0.4243 d4.loss_cls: 0.5746, d4.loss_bbox: 0.5086, loss: 3.6054, grad_norm: 54.3767
2024-03-24 20:30:06,402 - my_logger - INFO - 2024-03-27 09:49:02,000 - mmdet - INFO - Epoch [26][3200/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4339, loss_bbox: 0.4958, d0.loss_cls: 0.5447, d0.loss_bbox: 0.3168 d1.loss_cls: 0.3054, d1.loss_bbox: 0.4602 d2.loss_cls: 0.3194, d2.loss_bbox: 0.5695 d3.loss_cls: 0.3137, d3.loss_bbox: 0.4293 d4.loss_cls: 0.3023, d4.loss_bbox: 0.3220, loss: 4.9305, grad_norm: 50.8140
2024-03-24 20:30:06,402 - my_logger - INFO - 2024-03-27 09:51:02,000 - mmdet - INFO - Epoch [26][3250/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4799, loss_bbox: 0.3044, d0.loss_cls: 0.5580, d0.loss_bbox: 0.3856 d1.loss_cls: 0.3978, d1.loss_bbox: 0.3053 d2.loss_cls: 0.4011, d2.loss_bbox: 0.4249 d3.loss_cls: 0.5823, d3.loss_bbox: 0.4432 d4.loss_cls: 0.3103, d4.loss_bbox: 0.5889, loss: 4.1862, grad_norm: 50.4580
2024-03-24 20:30:06,403 - my_logger - INFO - 2024-03-27 09:53:02,000 - mmdet - INFO - Epoch [26][3300/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4634, loss_bbox: 0.4894, d0.loss_cls: 0.3696, d0.loss_bbox: 0.4050 d1.loss_cls: 0.4529, d1.loss_bbox: 0.4355 d2.loss_cls: 0.5752, d2.loss_bbox: 0.4104 d3.loss_cls: 0.5688, d3.loss_bbox: 0.4846 d4.loss_cls: 0.3153, d4.loss_bbox: 0.5529, loss: 4.5465, grad_norm: 57.7042
2024-03-24 20:30:06,403 - my_logger - INFO - 2024-03-27 09:55:02,000 - mmdet - INFO - Epoch [26][3350/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2617, loss_bbox: 0.5501, d0.loss_cls: 0.3532, d0.loss_bbox: 0.4247 d1.loss_cls: 0.3066, d1.loss_bbox: 0.3219 d2.loss_cls: 0.4161, d2.loss_bbox: 0.3964 d3.loss_cls: 0.4322, d3.loss_bbox: 0.5539 d4.loss_cls: 0.5256, d4.loss_bbox: 0.5389, loss: 3.9660, grad_norm: 58.7942
2024-03-24 20:30:06,404 - my_logger - INFO - 2024-03-27 09:57:02,000 - mmdet - INFO - Epoch [26][3400/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2926, loss_bbox: 0.3093, d0.loss_cls: 0.4899, d0.loss_bbox: 0.5524 d1.loss_cls: 0.5845, d1.loss_bbox: 0.3113 d2.loss_cls: 0.3642, d2.loss_bbox: 0.5697 d3.loss_cls: 0.4452, d3.loss_bbox: 0.3278 d4.loss_cls: 0.5981, d4.loss_bbox: 0.5997, loss: 3.9326, grad_norm: 52.0485
2024-03-24 20:30:06,404 - my_logger - INFO - 2024-03-27 09:59:02,000 - mmdet - INFO - Epoch [26][3450/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4765, loss_bbox: 0.5352, d0.loss_cls: 0.5501, d0.loss_bbox: 0.3348 d1.loss_cls: 0.5170, d1.loss_bbox: 0.3141 d2.loss_cls: 0.4746, d2.loss_bbox: 0.3590 d3.loss_cls: 0.3920, d3.loss_bbox: 0.4546 d4.loss_cls: 0.3085, d4.loss_bbox: 0.5339, loss: 3.9002, grad_norm: 54.6197
2024-03-24 20:30:06,405 - my_logger - INFO - 2024-03-27 10:01:02,000 - mmdet - INFO - Epoch [26][3500/3517][Batch size: 50]	lr: 1.555e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3184, loss_bbox: 0.4141, d0.loss_cls: 0.3849, d0.loss_bbox: 0.4066 d1.loss_cls: 0.3797, d1.loss_bbox: 0.3304 d2.loss_cls: 0.3670, d2.loss_bbox: 0.3376 d3.loss_cls: 0.3635, d3.loss_bbox: 0.3293 d4.loss_cls: 0.5027, d4.loss_bbox: 0.4467, loss: 4.6395, grad_norm: 58.8022
2024-03-24 20:30:06,405 - my_logger - INFO - 2024-03-27 10:03:02,000 - mmdet - INFO - Epoch [27][0/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5869, loss_bbox: 0.4229, d0.loss_cls: 0.5551, d0.loss_bbox: 0.5384 d1.loss_cls: 0.3749, d1.loss_bbox: 0.4221 d2.loss_cls: 0.5778, d2.loss_bbox: 0.3063 d3.loss_cls: 0.3273, d3.loss_bbox: 0.5530 d4.loss_cls: 0.4104, d4.loss_bbox: 0.3590, loss: 4.3023, grad_norm: 50.5730
2024-03-24 20:30:06,405 - my_logger - INFO - 2024-03-27 10:05:02,000 - mmdet - INFO - Epoch [27][50/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2929, loss_bbox: 0.5238, d0.loss_cls: 0.3303, d0.loss_bbox: 0.4829 d1.loss_cls: 0.3861, d1.loss_bbox: 0.3763 d2.loss_cls: 0.3356, d2.loss_bbox: 0.4214 d3.loss_cls: 0.5519, d3.loss_bbox: 0.3522 d4.loss_cls: 0.4721, d4.loss_bbox: 0.5129, loss: 3.9608, grad_norm: 58.8349
2024-03-24 20:30:06,406 - my_logger - INFO - 2024-03-27 10:07:02,000 - mmdet - INFO - Epoch [27][100/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2696, loss_bbox: 0.4207, d0.loss_cls: 0.4085, d0.loss_bbox: 0.4635 d1.loss_cls: 0.3495, d1.loss_bbox: 0.5702 d2.loss_cls: 0.4270, d2.loss_bbox: 0.4334 d3.loss_cls: 0.3408, d3.loss_bbox: 0.4771 d4.loss_cls: 0.4809, d4.loss_bbox: 0.3675, loss: 3.6205, grad_norm: 50.6931
2024-03-24 20:30:06,406 - my_logger - INFO - 2024-03-27 10:09:02,000 - mmdet - INFO - Epoch [27][150/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5766, loss_bbox: 0.3592, d0.loss_cls: 0.4990, d0.loss_bbox: 0.3053 d1.loss_cls: 0.5603, d1.loss_bbox: 0.3942 d2.loss_cls: 0.3534, d2.loss_bbox: 0.4824 d3.loss_cls: 0.4013, d3.loss_bbox: 0.4701 d4.loss_cls: 0.4386, d4.loss_bbox: 0.3821, loss: 4.6971, grad_norm: 57.2824
2024-03-24 20:30:06,406 - my_logger - INFO - 2024-03-27 10:11:02,000 - mmdet - INFO - Epoch [27][200/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3033, loss_bbox: 0.4176, d0.loss_cls: 0.5564, d0.loss_bbox: 0.4681 d1.loss_cls: 0.3910, d1.loss_bbox: 0.3273 d2.loss_cls: 0.5510, d2.loss_bbox: 0.3797 d3.loss_cls: 0.3580, d3.loss_bbox: 0.5365 d4.loss_cls: 0.5505, d4.loss_bbox: 0.3741, loss: 3.7107, grad_norm: 52.4379
2024-03-24 20:30:06,407 - my_logger - INFO - 2024-03-27 10:13:02,000 - mmdet - INFO - Epoch [27][250/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5783, loss_bbox: 0.4104, d0.loss_cls: 0.5339, d0.loss_bbox: 0.4336 d1.loss_cls: 0.4562, d1.loss_bbox: 0.3453 d2.loss_cls: 0.3856, d2.loss_bbox: 0.3420 d3.loss_cls: 0.3176, d3.loss_bbox: 0.4598 d4.loss_cls: 0.4578, d4.loss_bbox: 0.3655, loss: 3.7201, grad_norm: 52.4051
2024-03-24 20:30:06,407 - my_logger - INFO - 2024-03-27 10:15:02,000 - mmdet - INFO - Epoch [27][300/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4810, loss_bbox: 0.3692, d0.loss_cls: 0.4410, d0.loss_bbox: 0.4196 d1.loss_cls: 0.5398, d1.loss_bbox: 0.3863 d2.loss_cls: 0.4811, d2.loss_bbox: 0.5349 d3.loss_cls: 0.5750, d3.loss_bbox: 0.4972 d4.loss_cls: 0.3075, d4.loss_bbox: 0.3096, loss: 4.6218, grad_norm: 52.9618
2024-03-24 20:30:06,408 - my_logger - INFO - 2024-03-27 10:17:02,000 - mmdet - INFO - Epoch [27][350/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3375, loss_bbox: 0.5081, d0.loss_cls: 0.3730, d0.loss_bbox: 0.5250 d1.loss_cls: 0.4307, d1.loss_bbox: 0.5242 d2.loss_cls: 0.5429, d2.loss_bbox: 0.4633 d3.loss_cls: 0.4027, d3.loss_bbox: 0.3193 d4.loss_cls: 0.3151, d4.loss_bbox: 0.3086, loss: 3.8362, grad_norm: 56.1019
2024-03-24 20:30:06,408 - my_logger - INFO - 2024-03-27 10:19:02,000 - mmdet - INFO - Epoch [27][400/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4224, loss_bbox: 0.4700, d0.loss_cls: 0.4874, d0.loss_bbox: 0.3399 d1.loss_cls: 0.5093, d1.loss_bbox: 0.3038 d2.loss_cls: 0.3105, d2.loss_bbox: 0.3220 d3.loss_cls: 0.3290, d3.loss_bbox: 0.5374 d4.loss_cls: 0.5091, d4.loss_bbox: 0.5668, loss: 4.0162, grad_norm: 56.8508
2024-03-24 20:30:06,408 - my_logger - INFO - 2024-03-27 10:21:02,000 - mmdet - INFO - Epoch [27][450/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2883, loss_bbox: 0.3391, d0.loss_cls: 0.3903, d0.loss_bbox: 0.5909 d1.loss_cls: 0.5514, d1.loss_bbox: 0.5828 d2.loss_cls: 0.5648, d2.loss_bbox: 0.3814 d3.loss_cls: 0.5272, d3.loss_bbox: 0.5651 d4.loss_cls: 0.5782, d4.loss_bbox: 0.5832, loss: 4.2976, grad_norm: 52.5893
2024-03-24 20:30:06,409 - my_logger - INFO - 2024-03-27 10:23:02,000 - mmdet - INFO - Epoch [27][500/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4590, loss_bbox: 0.3585, d0.loss_cls: 0.3831, d0.loss_bbox: 0.5295 d1.loss_cls: 0.5396, d1.loss_bbox: 0.3891 d2.loss_cls: 0.4348, d2.loss_bbox: 0.3247 d3.loss_cls: 0.3454, d3.loss_bbox: 0.3166 d4.loss_cls: 0.4063, d4.loss_bbox: 0.5063, loss: 3.7488, grad_norm: 58.6432
2024-03-24 20:30:06,409 - my_logger - INFO - 2024-03-27 10:25:02,000 - mmdet - INFO - Epoch [27][550/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5001, loss_bbox: 0.3655, d0.loss_cls: 0.3429, d0.loss_bbox: 0.4736 d1.loss_cls: 0.3630, d1.loss_bbox: 0.5923 d2.loss_cls: 0.4755, d2.loss_bbox: 0.3931 d3.loss_cls: 0.3216, d3.loss_bbox: 0.4803 d4.loss_cls: 0.5904, d4.loss_bbox: 0.3689, loss: 4.7769, grad_norm: 57.2607
2024-03-24 20:30:06,410 - my_logger - INFO - 2024-03-27 10:27:02,000 - mmdet - INFO - Epoch [27][600/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4079, loss_bbox: 0.5470, d0.loss_cls: 0.5350, d0.loss_bbox: 0.4764 d1.loss_cls: 0.5432, d1.loss_bbox: 0.5808 d2.loss_cls: 0.3832, d2.loss_bbox: 0.5618 d3.loss_cls: 0.4648, d3.loss_bbox: 0.3498 d4.loss_cls: 0.4050, d4.loss_bbox: 0.4225, loss: 4.7772, grad_norm: 52.0999
2024-03-24 20:30:06,410 - my_logger - INFO - 2024-03-27 10:29:02,000 - mmdet - INFO - Epoch [27][650/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3857, loss_bbox: 0.4459, d0.loss_cls: 0.3313, d0.loss_bbox: 0.5515 d1.loss_cls: 0.3589, d1.loss_bbox: 0.4740 d2.loss_cls: 0.4626, d2.loss_bbox: 0.4895 d3.loss_cls: 0.3058, d3.loss_bbox: 0.3114 d4.loss_cls: 0.3884, d4.loss_bbox: 0.4864, loss: 3.6197, grad_norm: 55.9054
2024-03-24 20:30:06,410 - my_logger - INFO - 2024-03-27 10:31:02,000 - mmdet - INFO - Epoch [27][700/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3394, loss_bbox: 0.3886, d0.loss_cls: 0.4732, d0.loss_bbox: 0.3850 d1.loss_cls: 0.3783, d1.loss_bbox: 0.5618 d2.loss_cls: 0.4961, d2.loss_bbox: 0.5946 d3.loss_cls: 0.3929, d3.loss_bbox: 0.3582 d4.loss_cls: 0.3309, d4.loss_bbox: 0.5343, loss: 4.4393, grad_norm: 55.7844
2024-03-24 20:30:06,411 - my_logger - INFO - 2024-03-27 10:33:02,000 - mmdet - INFO - Epoch [27][750/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4108, loss_bbox: 0.4361, d0.loss_cls: 0.5793, d0.loss_bbox: 0.3226 d1.loss_cls: 0.4627, d1.loss_bbox: 0.5784 d2.loss_cls: 0.5811, d2.loss_bbox: 0.5866 d3.loss_cls: 0.4738, d3.loss_bbox: 0.5322 d4.loss_cls: 0.3244, d4.loss_bbox: 0.3673, loss: 4.1341, grad_norm: 55.4188
2024-03-24 20:30:06,411 - my_logger - INFO - 2024-03-27 10:35:02,000 - mmdet - INFO - Epoch [27][800/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2581, loss_bbox: 0.4726, d0.loss_cls: 0.5202, d0.loss_bbox: 0.5461 d1.loss_cls: 0.3951, d1.loss_bbox: 0.5002 d2.loss_cls: 0.4548, d2.loss_bbox: 0.5134 d3.loss_cls: 0.4278, d3.loss_bbox: 0.5529 d4.loss_cls: 0.5721, d4.loss_bbox: 0.3561, loss: 4.6183, grad_norm: 50.9645
2024-03-24 20:30:06,412 - my_logger - INFO - 2024-03-27 10:37:02,000 - mmdet - INFO - Epoch [27][850/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4852, loss_bbox: 0.4141, d0.loss_cls: 0.4656, d0.loss_bbox: 0.4602 d1.loss_cls: 0.5335, d1.loss_bbox: 0.5474 d2.loss_cls: 0.5915, d2.loss_bbox: 0.4714 d3.loss_cls: 0.5983, d3.loss_bbox: 0.3880 d4.loss_cls: 0.3671, d4.loss_bbox: 0.4803, loss: 4.8128, grad_norm: 56.6409
2024-03-24 20:30:06,412 - my_logger - INFO - 2024-03-27 10:39:02,000 - mmdet - INFO - Epoch [27][900/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4801, loss_bbox: 0.3194, d0.loss_cls: 0.3115, d0.loss_bbox: 0.5340 d1.loss_cls: 0.5100, d1.loss_bbox: 0.3497 d2.loss_cls: 0.3189, d2.loss_bbox: 0.4154 d3.loss_cls: 0.3763, d3.loss_bbox: 0.3164 d4.loss_cls: 0.5534, d4.loss_bbox: 0.5302, loss: 4.9984, grad_norm: 50.8937
2024-03-24 20:30:06,412 - my_logger - INFO - 2024-03-27 10:41:02,000 - mmdet - INFO - Epoch [27][950/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2849, loss_bbox: 0.5597, d0.loss_cls: 0.3277, d0.loss_bbox: 0.4314 d1.loss_cls: 0.3622, d1.loss_bbox: 0.3198 d2.loss_cls: 0.5368, d2.loss_bbox: 0.3402 d3.loss_cls: 0.4082, d3.loss_bbox: 0.4246 d4.loss_cls: 0.4600, d4.loss_bbox: 0.4133, loss: 4.0849, grad_norm: 59.0853
2024-03-24 20:30:06,413 - my_logger - INFO - 2024-03-27 10:43:02,000 - mmdet - INFO - Epoch [27][1000/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3031, loss_bbox: 0.4349, d0.loss_cls: 0.5214, d0.loss_bbox: 0.4932 d1.loss_cls: 0.5582, d1.loss_bbox: 0.5485 d2.loss_cls: 0.4611, d2.loss_bbox: 0.5253 d3.loss_cls: 0.5709, d3.loss_bbox: 0.5123 d4.loss_cls: 0.5040, d4.loss_bbox: 0.4116, loss: 4.5660, grad_norm: 51.1982
2024-03-24 20:30:06,413 - my_logger - INFO - 2024-03-27 10:45:02,000 - mmdet - INFO - Epoch [27][1050/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5669, loss_bbox: 0.4870, d0.loss_cls: 0.3061, d0.loss_bbox: 0.5516 d1.loss_cls: 0.3928, d1.loss_bbox: 0.5684 d2.loss_cls: 0.4971, d2.loss_bbox: 0.3589 d3.loss_cls: 0.3193, d3.loss_bbox: 0.4095 d4.loss_cls: 0.4241, d4.loss_bbox: 0.4118, loss: 4.8436, grad_norm: 51.4848
2024-03-24 20:30:06,413 - my_logger - INFO - 2024-03-27 10:47:02,000 - mmdet - INFO - Epoch [27][1100/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5677, loss_bbox: 0.5741, d0.loss_cls: 0.5019, d0.loss_bbox: 0.3271 d1.loss_cls: 0.5094, d1.loss_bbox: 0.5491 d2.loss_cls: 0.5737, d2.loss_bbox: 0.3406 d3.loss_cls: 0.5841, d3.loss_bbox: 0.3403 d4.loss_cls: 0.3543, d4.loss_bbox: 0.3029, loss: 3.6610, grad_norm: 58.0532
2024-03-24 20:30:06,421 - my_logger - INFO - 2024-03-27 10:49:02,000 - mmdet - INFO - Epoch [27][1150/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4286, loss_bbox: 0.3912, d0.loss_cls: 0.3139, d0.loss_bbox: 0.5917 d1.loss_cls: 0.4760, d1.loss_bbox: 0.4548 d2.loss_cls: 0.3937, d2.loss_bbox: 0.5628 d3.loss_cls: 0.4371, d3.loss_bbox: 0.5044 d4.loss_cls: 0.3336, d4.loss_bbox: 0.5836, loss: 3.8980, grad_norm: 57.6501
2024-03-24 20:30:06,421 - my_logger - INFO - 2024-03-27 10:51:02,000 - mmdet - INFO - Epoch [27][1200/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3041, loss_bbox: 0.4631, d0.loss_cls: 0.4080, d0.loss_bbox: 0.5295 d1.loss_cls: 0.5768, d1.loss_bbox: 0.4780 d2.loss_cls: 0.4437, d2.loss_bbox: 0.5031 d3.loss_cls: 0.3403, d3.loss_bbox: 0.5821 d4.loss_cls: 0.5483, d4.loss_bbox: 0.4914, loss: 4.4180, grad_norm: 52.5529
2024-03-24 20:30:06,422 - my_logger - INFO - 2024-03-27 10:53:02,000 - mmdet - INFO - Epoch [27][1250/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5751, loss_bbox: 0.5572, d0.loss_cls: 0.3659, d0.loss_bbox: 0.4688 d1.loss_cls: 0.3900, d1.loss_bbox: 0.4411 d2.loss_cls: 0.4614, d2.loss_bbox: 0.5820 d3.loss_cls: 0.3153, d3.loss_bbox: 0.3408 d4.loss_cls: 0.3487, d4.loss_bbox: 0.5822, loss: 4.1487, grad_norm: 55.1530
2024-03-24 20:30:06,422 - my_logger - INFO - 2024-03-27 10:55:02,000 - mmdet - INFO - Epoch [27][1300/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3680, loss_bbox: 0.4649, d0.loss_cls: 0.4149, d0.loss_bbox: 0.5710 d1.loss_cls: 0.3564, d1.loss_bbox: 0.3539 d2.loss_cls: 0.5588, d2.loss_bbox: 0.3331 d3.loss_cls: 0.4747, d3.loss_bbox: 0.3772 d4.loss_cls: 0.4245, d4.loss_bbox: 0.5783, loss: 4.6099, grad_norm: 57.5088
2024-03-24 20:30:06,422 - my_logger - INFO - 2024-03-27 10:57:02,000 - mmdet - INFO - Epoch [27][1350/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5436, loss_bbox: 0.5159, d0.loss_cls: 0.5449, d0.loss_bbox: 0.4023 d1.loss_cls: 0.3573, d1.loss_bbox: 0.3724 d2.loss_cls: 0.5768, d2.loss_bbox: 0.3181 d3.loss_cls: 0.4627, d3.loss_bbox: 0.4506 d4.loss_cls: 0.4868, d4.loss_bbox: 0.4873, loss: 3.8966, grad_norm: 59.7643
2024-03-24 20:30:06,423 - my_logger - INFO - 2024-03-27 10:59:02,000 - mmdet - INFO - Epoch [27][1400/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3709, loss_bbox: 0.4221, d0.loss_cls: 0.5154, d0.loss_bbox: 0.4842 d1.loss_cls: 0.4761, d1.loss_bbox: 0.3354 d2.loss_cls: 0.3133, d2.loss_bbox: 0.5002 d3.loss_cls: 0.4761, d3.loss_bbox: 0.3430 d4.loss_cls: 0.3306, d4.loss_bbox: 0.5646, loss: 3.6002, grad_norm: 57.0889
2024-03-24 20:30:06,423 - my_logger - INFO - 2024-03-27 11:01:02,000 - mmdet - INFO - Epoch [27][1450/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3261, loss_bbox: 0.3879, d0.loss_cls: 0.4411, d0.loss_bbox: 0.5734 d1.loss_cls: 0.3907, d1.loss_bbox: 0.3357 d2.loss_cls: 0.3546, d2.loss_bbox: 0.3596 d3.loss_cls: 0.4083, d3.loss_bbox: 0.3604 d4.loss_cls: 0.3253, d4.loss_bbox: 0.4745, loss: 4.8339, grad_norm: 55.3902
2024-03-24 20:30:06,424 - my_logger - INFO - 2024-03-27 11:03:02,000 - mmdet - INFO - Epoch [27][1500/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4885, loss_bbox: 0.3893, d0.loss_cls: 0.3919, d0.loss_bbox: 0.3928 d1.loss_cls: 0.4459, d1.loss_bbox: 0.4387 d2.loss_cls: 0.5368, d2.loss_bbox: 0.3269 d3.loss_cls: 0.5822, d3.loss_bbox: 0.4534 d4.loss_cls: 0.5168, d4.loss_bbox: 0.3063, loss: 3.5347, grad_norm: 51.9626
2024-03-24 20:30:06,424 - my_logger - INFO - 2024-03-27 11:05:02,000 - mmdet - INFO - Epoch [27][1550/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5536, loss_bbox: 0.5255, d0.loss_cls: 0.3260, d0.loss_bbox: 0.4143 d1.loss_cls: 0.3443, d1.loss_bbox: 0.4259 d2.loss_cls: 0.4302, d2.loss_bbox: 0.3532 d3.loss_cls: 0.3041, d3.loss_bbox: 0.3490 d4.loss_cls: 0.5802, d4.loss_bbox: 0.5255, loss: 3.9599, grad_norm: 53.0018
2024-03-24 20:30:06,424 - my_logger - INFO - 2024-03-27 11:07:02,000 - mmdet - INFO - Epoch [27][1600/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3793, loss_bbox: 0.5456, d0.loss_cls: 0.4576, d0.loss_bbox: 0.4793 d1.loss_cls: 0.3012, d1.loss_bbox: 0.5388 d2.loss_cls: 0.3129, d2.loss_bbox: 0.5491 d3.loss_cls: 0.3891, d3.loss_bbox: 0.3409 d4.loss_cls: 0.4323, d4.loss_bbox: 0.3186, loss: 4.1265, grad_norm: 53.6321
2024-03-24 20:30:06,425 - my_logger - INFO - 2024-03-27 11:09:02,000 - mmdet - INFO - Epoch [27][1650/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4285, loss_bbox: 0.5274, d0.loss_cls: 0.3921, d0.loss_bbox: 0.5599 d1.loss_cls: 0.3943, d1.loss_bbox: 0.4313 d2.loss_cls: 0.5575, d2.loss_bbox: 0.5536 d3.loss_cls: 0.3188, d3.loss_bbox: 0.3402 d4.loss_cls: 0.5717, d4.loss_bbox: 0.3477, loss: 4.6070, grad_norm: 52.3758
2024-03-24 20:30:06,425 - my_logger - INFO - 2024-03-27 11:11:02,000 - mmdet - INFO - Epoch [27][1700/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4787, loss_bbox: 0.5551, d0.loss_cls: 0.5117, d0.loss_bbox: 0.3947 d1.loss_cls: 0.4186, d1.loss_bbox: 0.4369 d2.loss_cls: 0.5402, d2.loss_bbox: 0.4873 d3.loss_cls: 0.4640, d3.loss_bbox: 0.5467 d4.loss_cls: 0.3893, d4.loss_bbox: 0.3037, loss: 4.1886, grad_norm: 53.3050
2024-03-24 20:30:06,426 - my_logger - INFO - 2024-03-27 11:13:02,000 - mmdet - INFO - Epoch [27][1750/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5795, loss_bbox: 0.3494, d0.loss_cls: 0.5444, d0.loss_bbox: 0.5760 d1.loss_cls: 0.4017, d1.loss_bbox: 0.4847 d2.loss_cls: 0.5934, d2.loss_bbox: 0.3327 d3.loss_cls: 0.5870, d3.loss_bbox: 0.3949 d4.loss_cls: 0.3898, d4.loss_bbox: 0.5342, loss: 4.0670, grad_norm: 58.1857
2024-03-24 20:30:06,426 - my_logger - INFO - 2024-03-27 11:15:02,000 - mmdet - INFO - Epoch [27][1800/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3854, loss_bbox: 0.5046, d0.loss_cls: 0.3878, d0.loss_bbox: 0.5750 d1.loss_cls: 0.4588, d1.loss_bbox: 0.5657 d2.loss_cls: 0.5077, d2.loss_bbox: 0.4287 d3.loss_cls: 0.3686, d3.loss_bbox: 0.4084 d4.loss_cls: 0.5206, d4.loss_bbox: 0.4777, loss: 4.4942, grad_norm: 59.2850
2024-03-24 20:30:06,427 - my_logger - INFO - 2024-03-27 11:17:02,000 - mmdet - INFO - Epoch [27][1850/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3079, loss_bbox: 0.5345, d0.loss_cls: 0.3211, d0.loss_bbox: 0.3720 d1.loss_cls: 0.5575, d1.loss_bbox: 0.4010 d2.loss_cls: 0.3074, d2.loss_bbox: 0.5988 d3.loss_cls: 0.5793, d3.loss_bbox: 0.5309 d4.loss_cls: 0.4058, d4.loss_bbox: 0.4658, loss: 4.0959, grad_norm: 55.1621
2024-03-24 20:30:06,427 - my_logger - INFO - 2024-03-27 11:19:02,000 - mmdet - INFO - Epoch [27][1900/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5130, loss_bbox: 0.3867, d0.loss_cls: 0.5733, d0.loss_bbox: 0.3908 d1.loss_cls: 0.5627, d1.loss_bbox: 0.4576 d2.loss_cls: 0.4657, d2.loss_bbox: 0.3126 d3.loss_cls: 0.5501, d3.loss_bbox: 0.5231 d4.loss_cls: 0.5337, d4.loss_bbox: 0.3833, loss: 4.9656, grad_norm: 50.6351
2024-03-24 20:30:06,428 - my_logger - INFO - 2024-03-27 11:21:02,000 - mmdet - INFO - Epoch [27][1950/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2806, loss_bbox: 0.5523, d0.loss_cls: 0.5842, d0.loss_bbox: 0.5760 d1.loss_cls: 0.5139, d1.loss_bbox: 0.5239 d2.loss_cls: 0.4318, d2.loss_bbox: 0.5564 d3.loss_cls: 0.5896, d3.loss_bbox: 0.4294 d4.loss_cls: 0.5635, d4.loss_bbox: 0.3921, loss: 4.9119, grad_norm: 55.0277
2024-03-24 20:30:06,428 - my_logger - INFO - 2024-03-27 11:23:02,000 - mmdet - INFO - Epoch [27][2000/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2765, loss_bbox: 0.4481, d0.loss_cls: 0.5994, d0.loss_bbox: 0.3678 d1.loss_cls: 0.5581, d1.loss_bbox: 0.3322 d2.loss_cls: 0.5421, d2.loss_bbox: 0.5243 d3.loss_cls: 0.4586, d3.loss_bbox: 0.5084 d4.loss_cls: 0.5188, d4.loss_bbox: 0.4489, loss: 3.9162, grad_norm: 50.0944
2024-03-24 20:30:06,429 - my_logger - INFO - 2024-03-27 11:25:02,000 - mmdet - INFO - Epoch [27][2050/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5746, loss_bbox: 0.5647, d0.loss_cls: 0.4224, d0.loss_bbox: 0.5091 d1.loss_cls: 0.3818, d1.loss_bbox: 0.5971 d2.loss_cls: 0.3287, d2.loss_bbox: 0.3939 d3.loss_cls: 0.3023, d3.loss_bbox: 0.5169 d4.loss_cls: 0.4694, d4.loss_bbox: 0.5735, loss: 4.4623, grad_norm: 57.6395
2024-03-24 20:30:06,429 - my_logger - INFO - 2024-03-27 11:27:02,000 - mmdet - INFO - Epoch [27][2100/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5193, loss_bbox: 0.5164, d0.loss_cls: 0.4371, d0.loss_bbox: 0.3598 d1.loss_cls: 0.4556, d1.loss_bbox: 0.5165 d2.loss_cls: 0.4478, d2.loss_bbox: 0.5773 d3.loss_cls: 0.4547, d3.loss_bbox: 0.3726 d4.loss_cls: 0.3248, d4.loss_bbox: 0.5123, loss: 4.4534, grad_norm: 59.7016
2024-03-24 20:30:06,429 - my_logger - INFO - 2024-03-27 11:29:02,000 - mmdet - INFO - Epoch [27][2150/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3863, loss_bbox: 0.5638, d0.loss_cls: 0.5582, d0.loss_bbox: 0.5815 d1.loss_cls: 0.3285, d1.loss_bbox: 0.4853 d2.loss_cls: 0.3333, d2.loss_bbox: 0.4824 d3.loss_cls: 0.5668, d3.loss_bbox: 0.4270 d4.loss_cls: 0.3830, d4.loss_bbox: 0.3675, loss: 3.8134, grad_norm: 58.6330
2024-03-24 20:30:06,430 - my_logger - INFO - 2024-03-27 11:31:02,000 - mmdet - INFO - Epoch [27][2200/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4396, loss_bbox: 0.3129, d0.loss_cls: 0.4920, d0.loss_bbox: 0.3937 d1.loss_cls: 0.5125, d1.loss_bbox: 0.3876 d2.loss_cls: 0.5115, d2.loss_bbox: 0.3562 d3.loss_cls: 0.4693, d3.loss_bbox: 0.5681 d4.loss_cls: 0.4784, d4.loss_bbox: 0.4037, loss: 4.6355, grad_norm: 59.8033
2024-03-24 20:30:06,439 - my_logger - INFO - 2024-03-27 11:33:02,000 - mmdet - INFO - Epoch [27][2250/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5823, loss_bbox: 0.5240, d0.loss_cls: 0.4216, d0.loss_bbox: 0.5946 d1.loss_cls: 0.5890, d1.loss_bbox: 0.3059 d2.loss_cls: 0.5907, d2.loss_bbox: 0.5232 d3.loss_cls: 0.5132, d3.loss_bbox: 0.4040 d4.loss_cls: 0.3271, d4.loss_bbox: 0.5075, loss: 4.5914, grad_norm: 58.9764
2024-03-24 20:30:06,439 - my_logger - INFO - 2024-03-27 11:35:02,000 - mmdet - INFO - Epoch [27][2300/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3345, loss_bbox: 0.4767, d0.loss_cls: 0.5378, d0.loss_bbox: 0.3104 d1.loss_cls: 0.3267, d1.loss_bbox: 0.4594 d2.loss_cls: 0.3301, d2.loss_bbox: 0.4670 d3.loss_cls: 0.4178, d3.loss_bbox: 0.3813 d4.loss_cls: 0.5808, d4.loss_bbox: 0.5022, loss: 4.3550, grad_norm: 54.9276
2024-03-24 20:30:06,439 - my_logger - INFO - 2024-03-27 11:37:02,000 - mmdet - INFO - Epoch [27][2350/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5018, loss_bbox: 0.5493, d0.loss_cls: 0.4772, d0.loss_bbox: 0.5570 d1.loss_cls: 0.5739, d1.loss_bbox: 0.5434 d2.loss_cls: 0.4666, d2.loss_bbox: 0.4375 d3.loss_cls: 0.5493, d3.loss_bbox: 0.4059 d4.loss_cls: 0.3975, d4.loss_bbox: 0.5728, loss: 4.0122, grad_norm: 57.4257
2024-03-24 20:30:06,440 - my_logger - INFO - 2024-03-27 11:39:02,000 - mmdet - INFO - Epoch [27][2400/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4915, loss_bbox: 0.5599, d0.loss_cls: 0.3029, d0.loss_bbox: 0.5821 d1.loss_cls: 0.3935, d1.loss_bbox: 0.4445 d2.loss_cls: 0.3644, d2.loss_bbox: 0.5984 d3.loss_cls: 0.5453, d3.loss_bbox: 0.3477 d4.loss_cls: 0.3482, d4.loss_bbox: 0.5262, loss: 3.5879, grad_norm: 57.5244
2024-03-24 20:30:06,440 - my_logger - INFO - 2024-03-27 11:41:02,000 - mmdet - INFO - Epoch [27][2450/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3775, loss_bbox: 0.4547, d0.loss_cls: 0.5961, d0.loss_bbox: 0.4107 d1.loss_cls: 0.4690, d1.loss_bbox: 0.4965 d2.loss_cls: 0.4384, d2.loss_bbox: 0.3600 d3.loss_cls: 0.5877, d3.loss_bbox: 0.5779 d4.loss_cls: 0.5343, d4.loss_bbox: 0.3068, loss: 4.7448, grad_norm: 57.7896
2024-03-24 20:30:06,441 - my_logger - INFO - 2024-03-27 11:43:02,000 - mmdet - INFO - Epoch [27][2500/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3334, loss_bbox: 0.3304, d0.loss_cls: 0.3331, d0.loss_bbox: 0.4377 d1.loss_cls: 0.5750, d1.loss_bbox: 0.3688 d2.loss_cls: 0.3984, d2.loss_bbox: 0.4146 d3.loss_cls: 0.5918, d3.loss_bbox: 0.3645 d4.loss_cls: 0.5681, d4.loss_bbox: 0.5416, loss: 3.9192, grad_norm: 59.1859
2024-03-24 20:30:06,441 - my_logger - INFO - 2024-03-27 11:45:02,000 - mmdet - INFO - Epoch [27][2550/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3076, loss_bbox: 0.5315, d0.loss_cls: 0.3564, d0.loss_bbox: 0.4216 d1.loss_cls: 0.5685, d1.loss_bbox: 0.5269 d2.loss_cls: 0.5412, d2.loss_bbox: 0.3170 d3.loss_cls: 0.3082, d3.loss_bbox: 0.4815 d4.loss_cls: 0.5608, d4.loss_bbox: 0.4954, loss: 3.7484, grad_norm: 53.8783
2024-03-24 20:30:06,442 - my_logger - INFO - 2024-03-27 11:47:02,000 - mmdet - INFO - Epoch [27][2600/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4670, loss_bbox: 0.3738, d0.loss_cls: 0.4713, d0.loss_bbox: 0.4916 d1.loss_cls: 0.4084, d1.loss_bbox: 0.4409 d2.loss_cls: 0.3521, d2.loss_bbox: 0.3457 d3.loss_cls: 0.3678, d3.loss_bbox: 0.4218 d4.loss_cls: 0.5949, d4.loss_bbox: 0.3065, loss: 4.5158, grad_norm: 58.8078
2024-03-24 20:30:06,442 - my_logger - INFO - 2024-03-27 11:49:02,000 - mmdet - INFO - Epoch [27][2650/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3042, loss_bbox: 0.5921, d0.loss_cls: 0.4769, d0.loss_bbox: 0.4157 d1.loss_cls: 0.4097, d1.loss_bbox: 0.4363 d2.loss_cls: 0.5868, d2.loss_bbox: 0.5225 d3.loss_cls: 0.5458, d3.loss_bbox: 0.3290 d4.loss_cls: 0.4590, d4.loss_bbox: 0.3631, loss: 4.2046, grad_norm: 58.5040
2024-03-24 20:30:06,442 - my_logger - INFO - 2024-03-27 11:51:02,000 - mmdet - INFO - Epoch [27][2700/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3509, loss_bbox: 0.4954, d0.loss_cls: 0.4873, d0.loss_bbox: 0.5184 d1.loss_cls: 0.5574, d1.loss_bbox: 0.3012 d2.loss_cls: 0.4152, d2.loss_bbox: 0.4577 d3.loss_cls: 0.5579, d3.loss_bbox: 0.5140 d4.loss_cls: 0.4685, d4.loss_bbox: 0.4551, loss: 4.0846, grad_norm: 50.0207
2024-03-24 20:30:06,443 - my_logger - INFO - 2024-03-27 11:53:02,000 - mmdet - INFO - Epoch [27][2750/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3544, loss_bbox: 0.4503, d0.loss_cls: 0.3492, d0.loss_bbox: 0.3180 d1.loss_cls: 0.5339, d1.loss_bbox: 0.4914 d2.loss_cls: 0.3171, d2.loss_bbox: 0.4076 d3.loss_cls: 0.4790, d3.loss_bbox: 0.5859 d4.loss_cls: 0.5191, d4.loss_bbox: 0.4981, loss: 4.2935, grad_norm: 58.9374
2024-03-24 20:30:06,443 - my_logger - INFO - 2024-03-27 11:55:02,000 - mmdet - INFO - Epoch [27][2800/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4737, loss_bbox: 0.3138, d0.loss_cls: 0.3621, d0.loss_bbox: 0.4059 d1.loss_cls: 0.3155, d1.loss_bbox: 0.4697 d2.loss_cls: 0.4052, d2.loss_bbox: 0.3417 d3.loss_cls: 0.4416, d3.loss_bbox: 0.5520 d4.loss_cls: 0.3177, d4.loss_bbox: 0.4718, loss: 4.7103, grad_norm: 52.7911
2024-03-24 20:30:06,444 - my_logger - INFO - 2024-03-27 11:57:02,000 - mmdet - INFO - Epoch [27][2850/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4939, loss_bbox: 0.4773, d0.loss_cls: 0.4608, d0.loss_bbox: 0.5006 d1.loss_cls: 0.4292, d1.loss_bbox: 0.5440 d2.loss_cls: 0.3093, d2.loss_bbox: 0.3181 d3.loss_cls: 0.5978, d3.loss_bbox: 0.3184 d4.loss_cls: 0.3900, d4.loss_bbox: 0.3374, loss: 4.0521, grad_norm: 52.7936
2024-03-24 20:30:06,444 - my_logger - INFO - 2024-03-27 11:59:02,000 - mmdet - INFO - Epoch [27][2900/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3045, loss_bbox: 0.4711, d0.loss_cls: 0.5443, d0.loss_bbox: 0.5144 d1.loss_cls: 0.5395, d1.loss_bbox: 0.5249 d2.loss_cls: 0.3868, d2.loss_bbox: 0.4142 d3.loss_cls: 0.3593, d3.loss_bbox: 0.3009 d4.loss_cls: 0.4895, d4.loss_bbox: 0.3051, loss: 3.8650, grad_norm: 59.5567
2024-03-24 20:30:06,445 - my_logger - INFO - 2024-03-27 12:01:02,000 - mmdet - INFO - Epoch [27][2950/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4060, loss_bbox: 0.3135, d0.loss_cls: 0.5876, d0.loss_bbox: 0.5436 d1.loss_cls: 0.5652, d1.loss_bbox: 0.3198 d2.loss_cls: 0.4481, d2.loss_bbox: 0.3333 d3.loss_cls: 0.3563, d3.loss_bbox: 0.4957 d4.loss_cls: 0.4170, d4.loss_bbox: 0.4698, loss: 3.8249, grad_norm: 54.7237
2024-03-24 20:30:06,445 - my_logger - INFO - 2024-03-27 12:03:02,000 - mmdet - INFO - Epoch [27][3000/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4275, loss_bbox: 0.4072, d0.loss_cls: 0.3320, d0.loss_bbox: 0.4886 d1.loss_cls: 0.3245, d1.loss_bbox: 0.5783 d2.loss_cls: 0.3991, d2.loss_bbox: 0.3560 d3.loss_cls: 0.5743, d3.loss_bbox: 0.4741 d4.loss_cls: 0.5651, d4.loss_bbox: 0.3803, loss: 3.8461, grad_norm: 53.9108
2024-03-24 20:30:06,446 - my_logger - INFO - 2024-03-27 12:05:02,000 - mmdet - INFO - Epoch [27][3050/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2624, loss_bbox: 0.4547, d0.loss_cls: 0.5204, d0.loss_bbox: 0.3323 d1.loss_cls: 0.4907, d1.loss_bbox: 0.3424 d2.loss_cls: 0.5724, d2.loss_bbox: 0.3155 d3.loss_cls: 0.3473, d3.loss_bbox: 0.5561 d4.loss_cls: 0.5429, d4.loss_bbox: 0.4560, loss: 4.1367, grad_norm: 51.0050
2024-03-24 20:30:06,447 - my_logger - INFO - 2024-03-27 12:07:02,000 - mmdet - INFO - Epoch [27][3100/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5706, loss_bbox: 0.5798, d0.loss_cls: 0.4104, d0.loss_bbox: 0.3068 d1.loss_cls: 0.3121, d1.loss_bbox: 0.4149 d2.loss_cls: 0.4327, d2.loss_bbox: 0.5570 d3.loss_cls: 0.3217, d3.loss_bbox: 0.4946 d4.loss_cls: 0.5109, d4.loss_bbox: 0.4143, loss: 3.8474, grad_norm: 55.3998
2024-03-24 20:30:06,447 - my_logger - INFO - 2024-03-27 12:09:02,000 - mmdet - INFO - Epoch [27][3150/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4140, loss_bbox: 0.4402, d0.loss_cls: 0.4930, d0.loss_bbox: 0.5010 d1.loss_cls: 0.3717, d1.loss_bbox: 0.4541 d2.loss_cls: 0.5875, d2.loss_bbox: 0.3480 d3.loss_cls: 0.4771, d3.loss_bbox: 0.5732 d4.loss_cls: 0.3886, d4.loss_bbox: 0.4180, loss: 4.0686, grad_norm: 53.2631
2024-03-24 20:30:06,447 - my_logger - INFO - 2024-03-27 12:11:02,000 - mmdet - INFO - Epoch [27][3200/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5589, loss_bbox: 0.3447, d0.loss_cls: 0.3912, d0.loss_bbox: 0.5198 d1.loss_cls: 0.5992, d1.loss_bbox: 0.3251 d2.loss_cls: 0.4235, d2.loss_bbox: 0.5816 d3.loss_cls: 0.3334, d3.loss_bbox: 0.4115 d4.loss_cls: 0.5413, d4.loss_bbox: 0.3716, loss: 4.0414, grad_norm: 56.4607
2024-03-24 20:30:06,448 - my_logger - INFO - 2024-03-27 12:13:02,000 - mmdet - INFO - Epoch [27][3250/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5363, loss_bbox: 0.3835, d0.loss_cls: 0.5284, d0.loss_bbox: 0.5850 d1.loss_cls: 0.5120, d1.loss_bbox: 0.4056 d2.loss_cls: 0.4098, d2.loss_bbox: 0.3523 d3.loss_cls: 0.4657, d3.loss_bbox: 0.4156 d4.loss_cls: 0.3384, d4.loss_bbox: 0.3924, loss: 3.7965, grad_norm: 50.2065
2024-03-24 20:30:06,448 - my_logger - INFO - 2024-03-27 12:15:02,000 - mmdet - INFO - Epoch [27][3300/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5943, loss_bbox: 0.4550, d0.loss_cls: 0.4491, d0.loss_bbox: 0.4394 d1.loss_cls: 0.3008, d1.loss_bbox: 0.4670 d2.loss_cls: 0.5488, d2.loss_bbox: 0.4065 d3.loss_cls: 0.4680, d3.loss_bbox: 0.5504 d4.loss_cls: 0.3275, d4.loss_bbox: 0.3489, loss: 4.4114, grad_norm: 56.0153
2024-03-24 20:30:06,449 - my_logger - INFO - 2024-03-27 12:17:02,000 - mmdet - INFO - Epoch [27][3350/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3836, loss_bbox: 0.5707, d0.loss_cls: 0.3202, d0.loss_bbox: 0.5573 d1.loss_cls: 0.5920, d1.loss_bbox: 0.3124 d2.loss_cls: 0.5409, d2.loss_bbox: 0.4348 d3.loss_cls: 0.4696, d3.loss_bbox: 0.4007 d4.loss_cls: 0.4904, d4.loss_bbox: 0.5438, loss: 3.9946, grad_norm: 58.6525
2024-03-24 20:30:06,449 - my_logger - INFO - 2024-03-27 12:19:02,000 - mmdet - INFO - Epoch [27][3400/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4472, loss_bbox: 0.4239, d0.loss_cls: 0.5230, d0.loss_bbox: 0.4707 d1.loss_cls: 0.4288, d1.loss_bbox: 0.3800 d2.loss_cls: 0.5812, d2.loss_bbox: 0.3152 d3.loss_cls: 0.3265, d3.loss_bbox: 0.3467 d4.loss_cls: 0.4364, d4.loss_bbox: 0.4657, loss: 3.7655, grad_norm: 54.5946
2024-03-24 20:30:06,449 - my_logger - INFO - 2024-03-27 12:21:02,000 - mmdet - INFO - Epoch [27][3450/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4007, loss_bbox: 0.5107, d0.loss_cls: 0.4812, d0.loss_bbox: 0.3637 d1.loss_cls: 0.5282, d1.loss_bbox: 0.4192 d2.loss_cls: 0.4790, d2.loss_bbox: 0.4753 d3.loss_cls: 0.3004, d3.loss_bbox: 0.4192 d4.loss_cls: 0.4657, d4.loss_bbox: 0.4016, loss: 4.5046, grad_norm: 59.8496
2024-03-24 20:30:06,450 - my_logger - INFO - 2024-03-27 12:23:02,000 - mmdet - INFO - Epoch [27][3500/3517][Batch size: 50]	lr: 1.477e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3593, loss_bbox: 0.3122, d0.loss_cls: 0.3391, d0.loss_bbox: 0.4278 d1.loss_cls: 0.4943, d1.loss_bbox: 0.4256 d2.loss_cls: 0.3530, d2.loss_bbox: 0.5921 d3.loss_cls: 0.5190, d3.loss_bbox: 0.5759 d4.loss_cls: 0.3292, d4.loss_bbox: 0.5436, loss: 4.6083, grad_norm: 51.3309
2024-03-24 20:30:06,450 - my_logger - INFO - 2024-03-27 12:25:02,000 - mmdet - INFO - Epoch [28][0/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4520, loss_bbox: 0.5012, d0.loss_cls: 0.5944, d0.loss_bbox: 0.3566 d1.loss_cls: 0.4864, d1.loss_bbox: 0.5041 d2.loss_cls: 0.5780, d2.loss_bbox: 0.5080 d3.loss_cls: 0.5902, d3.loss_bbox: 0.4625 d4.loss_cls: 0.5415, d4.loss_bbox: 0.4893, loss: 4.5015, grad_norm: 51.8299
2024-03-24 20:30:06,451 - my_logger - INFO - 2024-03-27 12:27:02,000 - mmdet - INFO - Epoch [28][50/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3647, loss_bbox: 0.3663, d0.loss_cls: 0.3239, d0.loss_bbox: 0.4003 d1.loss_cls: 0.4421, d1.loss_bbox: 0.4887 d2.loss_cls: 0.3754, d2.loss_bbox: 0.4282 d3.loss_cls: 0.4236, d3.loss_bbox: 0.3620 d4.loss_cls: 0.4498, d4.loss_bbox: 0.4963, loss: 4.5021, grad_norm: 52.7609
2024-03-24 20:30:06,451 - my_logger - INFO - 2024-03-27 12:29:02,000 - mmdet - INFO - Epoch [28][100/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5103, loss_bbox: 0.5744, d0.loss_cls: 0.4919, d0.loss_bbox: 0.3308 d1.loss_cls: 0.4526, d1.loss_bbox: 0.3347 d2.loss_cls: 0.4261, d2.loss_bbox: 0.3395 d3.loss_cls: 0.3373, d3.loss_bbox: 0.3947 d4.loss_cls: 0.3812, d4.loss_bbox: 0.4972, loss: 4.4936, grad_norm: 56.1096
2024-03-24 20:30:06,451 - my_logger - INFO - 2024-03-27 12:31:02,000 - mmdet - INFO - Epoch [28][150/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5877, loss_bbox: 0.5355, d0.loss_cls: 0.5234, d0.loss_bbox: 0.3110 d1.loss_cls: 0.5383, d1.loss_bbox: 0.4043 d2.loss_cls: 0.3902, d2.loss_bbox: 0.5798 d3.loss_cls: 0.3271, d3.loss_bbox: 0.4709 d4.loss_cls: 0.4952, d4.loss_bbox: 0.4858, loss: 4.5663, grad_norm: 51.6379
2024-03-24 20:30:06,452 - my_logger - INFO - 2024-03-27 12:33:02,000 - mmdet - INFO - Epoch [28][200/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5694, loss_bbox: 0.3550, d0.loss_cls: 0.5136, d0.loss_bbox: 0.5538 d1.loss_cls: 0.5881, d1.loss_bbox: 0.3369 d2.loss_cls: 0.5760, d2.loss_bbox: 0.5307 d3.loss_cls: 0.4687, d3.loss_bbox: 0.4720 d4.loss_cls: 0.3304, d4.loss_bbox: 0.5831, loss: 4.8799, grad_norm: 56.0224
2024-03-24 20:30:06,452 - my_logger - INFO - 2024-03-27 12:35:02,000 - mmdet - INFO - Epoch [28][250/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3385, loss_bbox: 0.4269, d0.loss_cls: 0.3253, d0.loss_bbox: 0.4171 d1.loss_cls: 0.5245, d1.loss_bbox: 0.3787 d2.loss_cls: 0.5950, d2.loss_bbox: 0.3544 d3.loss_cls: 0.5579, d3.loss_bbox: 0.3919 d4.loss_cls: 0.4498, d4.loss_bbox: 0.4584, loss: 4.6525, grad_norm: 51.6934
2024-03-24 20:30:06,453 - my_logger - INFO - 2024-03-27 12:37:02,000 - mmdet - INFO - Epoch [28][300/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4780, loss_bbox: 0.3467, d0.loss_cls: 0.4672, d0.loss_bbox: 0.3767 d1.loss_cls: 0.4367, d1.loss_bbox: 0.3711 d2.loss_cls: 0.5366, d2.loss_bbox: 0.5945 d3.loss_cls: 0.5688, d3.loss_bbox: 0.5418 d4.loss_cls: 0.5881, d4.loss_bbox: 0.4533, loss: 4.6151, grad_norm: 57.8332
2024-03-24 20:30:06,453 - my_logger - INFO - 2024-03-27 12:39:02,000 - mmdet - INFO - Epoch [28][350/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2785, loss_bbox: 0.3839, d0.loss_cls: 0.5784, d0.loss_bbox: 0.4719 d1.loss_cls: 0.5819, d1.loss_bbox: 0.4168 d2.loss_cls: 0.3978, d2.loss_bbox: 0.3789 d3.loss_cls: 0.3323, d3.loss_bbox: 0.4204 d4.loss_cls: 0.3185, d4.loss_bbox: 0.5933, loss: 4.3166, grad_norm: 55.6565
2024-03-24 20:30:06,453 - my_logger - INFO - 2024-03-27 12:41:02,000 - mmdet - INFO - Epoch [28][400/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2768, loss_bbox: 0.3224, d0.loss_cls: 0.4823, d0.loss_bbox: 0.3770 d1.loss_cls: 0.4080, d1.loss_bbox: 0.3250 d2.loss_cls: 0.3228, d2.loss_bbox: 0.3392 d3.loss_cls: 0.4192, d3.loss_bbox: 0.3204 d4.loss_cls: 0.5550, d4.loss_bbox: 0.5700, loss: 4.8520, grad_norm: 52.7276
2024-03-24 20:30:06,454 - my_logger - INFO - 2024-03-27 12:43:02,000 - mmdet - INFO - Epoch [28][450/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5822, loss_bbox: 0.5245, d0.loss_cls: 0.4290, d0.loss_bbox: 0.5220 d1.loss_cls: 0.5754, d1.loss_bbox: 0.5997 d2.loss_cls: 0.5434, d2.loss_bbox: 0.5612 d3.loss_cls: 0.5339, d3.loss_bbox: 0.4536 d4.loss_cls: 0.3175, d4.loss_bbox: 0.5426, loss: 3.7410, grad_norm: 58.7029
2024-03-24 20:30:06,454 - my_logger - INFO - 2024-03-27 12:45:02,000 - mmdet - INFO - Epoch [28][500/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3880, loss_bbox: 0.3939, d0.loss_cls: 0.5020, d0.loss_bbox: 0.3785 d1.loss_cls: 0.4093, d1.loss_bbox: 0.4280 d2.loss_cls: 0.3412, d2.loss_bbox: 0.5388 d3.loss_cls: 0.5352, d3.loss_bbox: 0.3555 d4.loss_cls: 0.5940, d4.loss_bbox: 0.5295, loss: 4.8147, grad_norm: 56.6052
2024-03-24 20:30:06,454 - my_logger - INFO - 2024-03-27 12:47:02,000 - mmdet - INFO - Epoch [28][550/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5528, loss_bbox: 0.5594, d0.loss_cls: 0.3902, d0.loss_bbox: 0.5346 d1.loss_cls: 0.3174, d1.loss_bbox: 0.4835 d2.loss_cls: 0.3340, d2.loss_bbox: 0.4464 d3.loss_cls: 0.3026, d3.loss_bbox: 0.5696 d4.loss_cls: 0.3444, d4.loss_bbox: 0.3842, loss: 3.9886, grad_norm: 59.5490
2024-03-24 20:30:06,455 - my_logger - INFO - 2024-03-27 12:49:02,000 - mmdet - INFO - Epoch [28][600/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5610, loss_bbox: 0.5548, d0.loss_cls: 0.5931, d0.loss_bbox: 0.4933 d1.loss_cls: 0.4232, d1.loss_bbox: 0.3174 d2.loss_cls: 0.3225, d2.loss_bbox: 0.3589 d3.loss_cls: 0.3766, d3.loss_bbox: 0.5833 d4.loss_cls: 0.3364, d4.loss_bbox: 0.4364, loss: 4.6863, grad_norm: 54.0568
2024-03-24 20:30:06,455 - my_logger - INFO - 2024-03-27 12:51:02,000 - mmdet - INFO - Epoch [28][650/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4431, loss_bbox: 0.5695, d0.loss_cls: 0.4293, d0.loss_bbox: 0.3969 d1.loss_cls: 0.5295, d1.loss_bbox: 0.4678 d2.loss_cls: 0.4349, d2.loss_bbox: 0.5624 d3.loss_cls: 0.3584, d3.loss_bbox: 0.3613 d4.loss_cls: 0.5731, d4.loss_bbox: 0.3839, loss: 4.7428, grad_norm: 59.6179
2024-03-24 20:30:06,456 - my_logger - INFO - 2024-03-27 12:53:02,000 - mmdet - INFO - Epoch [28][700/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5791, loss_bbox: 0.3953, d0.loss_cls: 0.4935, d0.loss_bbox: 0.5075 d1.loss_cls: 0.5714, d1.loss_bbox: 0.4508 d2.loss_cls: 0.5504, d2.loss_bbox: 0.4759 d3.loss_cls: 0.4296, d3.loss_bbox: 0.5763 d4.loss_cls: 0.3802, d4.loss_bbox: 0.3247, loss: 3.7910, grad_norm: 55.7775
2024-03-24 20:30:06,456 - my_logger - INFO - 2024-03-27 12:55:02,000 - mmdet - INFO - Epoch [28][750/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5769, loss_bbox: 0.3906, d0.loss_cls: 0.3657, d0.loss_bbox: 0.3730 d1.loss_cls: 0.5379, d1.loss_bbox: 0.3897 d2.loss_cls: 0.3192, d2.loss_bbox: 0.4000 d3.loss_cls: 0.5514, d3.loss_bbox: 0.4387 d4.loss_cls: 0.3855, d4.loss_bbox: 0.5458, loss: 3.7034, grad_norm: 55.1868
2024-03-24 20:30:06,456 - my_logger - INFO - 2024-03-27 12:57:02,000 - mmdet - INFO - Epoch [28][800/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4831, loss_bbox: 0.5888, d0.loss_cls: 0.3445, d0.loss_bbox: 0.3450 d1.loss_cls: 0.5153, d1.loss_bbox: 0.5498 d2.loss_cls: 0.3330, d2.loss_bbox: 0.4129 d3.loss_cls: 0.4664, d3.loss_bbox: 0.3632 d4.loss_cls: 0.4199, d4.loss_bbox: 0.5605, loss: 4.7350, grad_norm: 58.0503
2024-03-24 20:30:06,457 - my_logger - INFO - 2024-03-27 12:59:02,000 - mmdet - INFO - Epoch [28][850/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4642, loss_bbox: 0.3075, d0.loss_cls: 0.5440, d0.loss_bbox: 0.3143 d1.loss_cls: 0.4984, d1.loss_bbox: 0.3401 d2.loss_cls: 0.3969, d2.loss_bbox: 0.4399 d3.loss_cls: 0.4551, d3.loss_bbox: 0.5867 d4.loss_cls: 0.5894, d4.loss_bbox: 0.4157, loss: 3.7994, grad_norm: 51.3538
2024-03-24 20:30:06,457 - my_logger - INFO - 2024-03-27 13:01:02,000 - mmdet - INFO - Epoch [28][900/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2910, loss_bbox: 0.4080, d0.loss_cls: 0.4349, d0.loss_bbox: 0.3232 d1.loss_cls: 0.5502, d1.loss_bbox: 0.4884 d2.loss_cls: 0.5069, d2.loss_bbox: 0.5045 d3.loss_cls: 0.5115, d3.loss_bbox: 0.5932 d4.loss_cls: 0.4550, d4.loss_bbox: 0.4470, loss: 4.5299, grad_norm: 58.3007
2024-03-24 20:30:06,458 - my_logger - INFO - 2024-03-27 13:03:02,000 - mmdet - INFO - Epoch [28][950/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.3955, d0.loss_cls: 0.5352, d0.loss_bbox: 0.4702 d1.loss_cls: 0.3988, d1.loss_bbox: 0.5770 d2.loss_cls: 0.4316, d2.loss_bbox: 0.4044 d3.loss_cls: 0.5398, d3.loss_bbox: 0.3571 d4.loss_cls: 0.4818, d4.loss_bbox: 0.4226, loss: 4.9688, grad_norm: 54.1972
2024-03-24 20:30:06,458 - my_logger - INFO - 2024-03-27 13:05:02,000 - mmdet - INFO - Epoch [28][1000/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3184, loss_bbox: 0.3334, d0.loss_cls: 0.4996, d0.loss_bbox: 0.3348 d1.loss_cls: 0.3272, d1.loss_bbox: 0.3669 d2.loss_cls: 0.4147, d2.loss_bbox: 0.5794 d3.loss_cls: 0.4449, d3.loss_bbox: 0.5408 d4.loss_cls: 0.5491, d4.loss_bbox: 0.4814, loss: 4.3538, grad_norm: 56.7061
2024-03-24 20:30:06,458 - my_logger - INFO - 2024-03-27 13:07:02,000 - mmdet - INFO - Epoch [28][1050/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4676, loss_bbox: 0.4176, d0.loss_cls: 0.5914, d0.loss_bbox: 0.3417 d1.loss_cls: 0.4946, d1.loss_bbox: 0.4577 d2.loss_cls: 0.3266, d2.loss_bbox: 0.4331 d3.loss_cls: 0.4417, d3.loss_bbox: 0.3851 d4.loss_cls: 0.3116, d4.loss_bbox: 0.3011, loss: 3.8940, grad_norm: 50.9231
2024-03-24 20:30:06,459 - my_logger - INFO - 2024-03-27 13:09:02,000 - mmdet - INFO - Epoch [28][1100/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2989, loss_bbox: 0.5727, d0.loss_cls: 0.3157, d0.loss_bbox: 0.3633 d1.loss_cls: 0.5935, d1.loss_bbox: 0.5836 d2.loss_cls: 0.4858, d2.loss_bbox: 0.4717 d3.loss_cls: 0.3258, d3.loss_bbox: 0.4996 d4.loss_cls: 0.4246, d4.loss_bbox: 0.4385, loss: 3.8912, grad_norm: 54.4153
2024-03-24 20:30:06,459 - my_logger - INFO - 2024-03-27 13:11:02,000 - mmdet - INFO - Epoch [28][1150/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3300, loss_bbox: 0.4623, d0.loss_cls: 0.3460, d0.loss_bbox: 0.4524 d1.loss_cls: 0.5175, d1.loss_bbox: 0.3869 d2.loss_cls: 0.5473, d2.loss_bbox: 0.3429 d3.loss_cls: 0.4830, d3.loss_bbox: 0.4537 d4.loss_cls: 0.3152, d4.loss_bbox: 0.3846, loss: 4.8634, grad_norm: 59.7941
2024-03-24 20:30:06,460 - my_logger - INFO - 2024-03-27 13:13:02,000 - mmdet - INFO - Epoch [28][1200/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4951, loss_bbox: 0.5102, d0.loss_cls: 0.4393, d0.loss_bbox: 0.5405 d1.loss_cls: 0.4911, d1.loss_bbox: 0.4700 d2.loss_cls: 0.4636, d2.loss_bbox: 0.4707 d3.loss_cls: 0.3005, d3.loss_bbox: 0.4484 d4.loss_cls: 0.5228, d4.loss_bbox: 0.5044, loss: 3.5990, grad_norm: 58.1768
2024-03-24 20:30:06,460 - my_logger - INFO - 2024-03-27 13:15:02,000 - mmdet - INFO - Epoch [28][1250/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3330, loss_bbox: 0.5627, d0.loss_cls: 0.5164, d0.loss_bbox: 0.5547 d1.loss_cls: 0.5622, d1.loss_bbox: 0.4973 d2.loss_cls: 0.3113, d2.loss_bbox: 0.4795 d3.loss_cls: 0.4492, d3.loss_bbox: 0.5435 d4.loss_cls: 0.3312, d4.loss_bbox: 0.4946, loss: 4.0032, grad_norm: 50.7905
2024-03-24 20:30:06,460 - my_logger - INFO - 2024-03-27 13:17:02,000 - mmdet - INFO - Epoch [28][1300/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2545, loss_bbox: 0.5007, d0.loss_cls: 0.5894, d0.loss_bbox: 0.5252 d1.loss_cls: 0.3071, d1.loss_bbox: 0.5919 d2.loss_cls: 0.3763, d2.loss_bbox: 0.3274 d3.loss_cls: 0.3602, d3.loss_bbox: 0.4793 d4.loss_cls: 0.4745, d4.loss_bbox: 0.4890, loss: 3.6445, grad_norm: 59.5682
2024-03-24 20:30:06,461 - my_logger - INFO - 2024-03-27 13:19:02,000 - mmdet - INFO - Epoch [28][1350/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5833, loss_bbox: 0.4894, d0.loss_cls: 0.3412, d0.loss_bbox: 0.3466 d1.loss_cls: 0.3555, d1.loss_bbox: 0.3175 d2.loss_cls: 0.4145, d2.loss_bbox: 0.3835 d3.loss_cls: 0.5087, d3.loss_bbox: 0.4699 d4.loss_cls: 0.5863, d4.loss_bbox: 0.5557, loss: 4.6033, grad_norm: 58.9033
2024-03-24 20:30:06,461 - my_logger - INFO - 2024-03-27 13:21:02,000 - mmdet - INFO - Epoch [28][1400/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3618, loss_bbox: 0.3299, d0.loss_cls: 0.4027, d0.loss_bbox: 0.4827 d1.loss_cls: 0.3693, d1.loss_bbox: 0.4711 d2.loss_cls: 0.5761, d2.loss_bbox: 0.4240 d3.loss_cls: 0.5567, d3.loss_bbox: 0.4734 d4.loss_cls: 0.4740, d4.loss_bbox: 0.5166, loss: 4.1537, grad_norm: 51.5445
2024-03-24 20:30:06,462 - my_logger - INFO - 2024-03-27 13:23:02,000 - mmdet - INFO - Epoch [28][1450/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4328, loss_bbox: 0.3711, d0.loss_cls: 0.4692, d0.loss_bbox: 0.4303 d1.loss_cls: 0.4190, d1.loss_bbox: 0.3547 d2.loss_cls: 0.4453, d2.loss_bbox: 0.5972 d3.loss_cls: 0.5729, d3.loss_bbox: 0.5977 d4.loss_cls: 0.3791, d4.loss_bbox: 0.4660, loss: 4.5922, grad_norm: 50.2866
2024-03-24 20:30:06,468 - my_logger - INFO - 2024-03-27 13:25:02,000 - mmdet - INFO - Epoch [28][1500/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5507, loss_bbox: 0.3015, d0.loss_cls: 0.5551, d0.loss_bbox: 0.4540 d1.loss_cls: 0.5787, d1.loss_bbox: 0.5168 d2.loss_cls: 0.3281, d2.loss_bbox: 0.3543 d3.loss_cls: 0.3265, d3.loss_bbox: 0.3442 d4.loss_cls: 0.3596, d4.loss_bbox: 0.5087, loss: 4.9715, grad_norm: 51.8934
2024-03-24 20:30:06,468 - my_logger - INFO - 2024-03-27 13:27:02,000 - mmdet - INFO - Epoch [28][1550/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4603, loss_bbox: 0.5743, d0.loss_cls: 0.3421, d0.loss_bbox: 0.3147 d1.loss_cls: 0.5210, d1.loss_bbox: 0.3777 d2.loss_cls: 0.5416, d2.loss_bbox: 0.5280 d3.loss_cls: 0.3726, d3.loss_bbox: 0.3147 d4.loss_cls: 0.3150, d4.loss_bbox: 0.4622, loss: 3.9782, grad_norm: 50.8440
2024-03-24 20:30:06,469 - my_logger - INFO - 2024-03-27 13:29:02,000 - mmdet - INFO - Epoch [28][1600/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4701, loss_bbox: 0.5817, d0.loss_cls: 0.3506, d0.loss_bbox: 0.5665 d1.loss_cls: 0.3075, d1.loss_bbox: 0.5097 d2.loss_cls: 0.5477, d2.loss_bbox: 0.3337 d3.loss_cls: 0.4342, d3.loss_bbox: 0.3658 d4.loss_cls: 0.4556, d4.loss_bbox: 0.5401, loss: 3.9985, grad_norm: 53.0322
2024-03-24 20:30:06,469 - my_logger - INFO - 2024-03-27 13:31:02,000 - mmdet - INFO - Epoch [28][1650/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3274, loss_bbox: 0.4372, d0.loss_cls: 0.5698, d0.loss_bbox: 0.3567 d1.loss_cls: 0.5113, d1.loss_bbox: 0.3844 d2.loss_cls: 0.3402, d2.loss_bbox: 0.4921 d3.loss_cls: 0.5112, d3.loss_bbox: 0.5596 d4.loss_cls: 0.3230, d4.loss_bbox: 0.3316, loss: 3.6903, grad_norm: 57.8942
2024-03-24 20:30:06,469 - my_logger - INFO - 2024-03-27 13:33:02,000 - mmdet - INFO - Epoch [28][1700/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2610, loss_bbox: 0.3174, d0.loss_cls: 0.3281, d0.loss_bbox: 0.5987 d1.loss_cls: 0.4814, d1.loss_bbox: 0.4983 d2.loss_cls: 0.5938, d2.loss_bbox: 0.4993 d3.loss_cls: 0.3223, d3.loss_bbox: 0.3484 d4.loss_cls: 0.4586, d4.loss_bbox: 0.5538, loss: 4.6442, grad_norm: 52.6812
2024-03-24 20:30:06,470 - my_logger - INFO - 2024-03-27 13:35:02,000 - mmdet - INFO - Epoch [28][1750/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4905, loss_bbox: 0.4693, d0.loss_cls: 0.3077, d0.loss_bbox: 0.4579 d1.loss_cls: 0.4978, d1.loss_bbox: 0.3969 d2.loss_cls: 0.4417, d2.loss_bbox: 0.3791 d3.loss_cls: 0.4096, d3.loss_bbox: 0.4154 d4.loss_cls: 0.5221, d4.loss_bbox: 0.4986, loss: 3.6572, grad_norm: 54.5807
2024-03-24 20:30:06,470 - my_logger - INFO - 2024-03-27 13:37:02,000 - mmdet - INFO - Epoch [28][1800/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3105, loss_bbox: 0.4066, d0.loss_cls: 0.5745, d0.loss_bbox: 0.5740 d1.loss_cls: 0.3472, d1.loss_bbox: 0.5490 d2.loss_cls: 0.4492, d2.loss_bbox: 0.3672 d3.loss_cls: 0.3654, d3.loss_bbox: 0.4260 d4.loss_cls: 0.3980, d4.loss_bbox: 0.4338, loss: 3.7626, grad_norm: 57.7809
2024-03-24 20:30:06,470 - my_logger - INFO - 2024-03-27 13:39:02,000 - mmdet - INFO - Epoch [28][1850/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5965, loss_bbox: 0.5425, d0.loss_cls: 0.4131, d0.loss_bbox: 0.3492 d1.loss_cls: 0.4355, d1.loss_bbox: 0.5027 d2.loss_cls: 0.4730, d2.loss_bbox: 0.4861 d3.loss_cls: 0.5314, d3.loss_bbox: 0.3119 d4.loss_cls: 0.5297, d4.loss_bbox: 0.3365, loss: 3.8662, grad_norm: 59.0822
2024-03-24 20:30:06,471 - my_logger - INFO - 2024-03-27 13:41:02,000 - mmdet - INFO - Epoch [28][1900/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2678, loss_bbox: 0.4210, d0.loss_cls: 0.5308, d0.loss_bbox: 0.4873 d1.loss_cls: 0.4218, d1.loss_bbox: 0.3203 d2.loss_cls: 0.4377, d2.loss_bbox: 0.4585 d3.loss_cls: 0.4052, d3.loss_bbox: 0.3093 d4.loss_cls: 0.5057, d4.loss_bbox: 0.4685, loss: 4.8167, grad_norm: 54.3962
2024-03-24 20:30:06,471 - my_logger - INFO - 2024-03-27 13:43:02,000 - mmdet - INFO - Epoch [28][1950/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.4538, d0.loss_cls: 0.4687, d0.loss_bbox: 0.4645 d1.loss_cls: 0.5188, d1.loss_bbox: 0.4030 d2.loss_cls: 0.5145, d2.loss_bbox: 0.4015 d3.loss_cls: 0.4616, d3.loss_bbox: 0.4761 d4.loss_cls: 0.3982, d4.loss_bbox: 0.5403, loss: 3.8010, grad_norm: 51.2269
2024-03-24 20:30:06,472 - my_logger - INFO - 2024-03-27 13:45:02,000 - mmdet - INFO - Epoch [28][2000/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5624, loss_bbox: 0.4195, d0.loss_cls: 0.4436, d0.loss_bbox: 0.3899 d1.loss_cls: 0.4055, d1.loss_bbox: 0.5035 d2.loss_cls: 0.5996, d2.loss_bbox: 0.3457 d3.loss_cls: 0.4093, d3.loss_bbox: 0.4918 d4.loss_cls: 0.4037, d4.loss_bbox: 0.5280, loss: 3.8781, grad_norm: 55.2658
2024-03-24 20:30:06,472 - my_logger - INFO - 2024-03-27 13:47:02,000 - mmdet - INFO - Epoch [28][2050/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5973, loss_bbox: 0.5765, d0.loss_cls: 0.4738, d0.loss_bbox: 0.3437 d1.loss_cls: 0.3450, d1.loss_bbox: 0.5642 d2.loss_cls: 0.4008, d2.loss_bbox: 0.5908 d3.loss_cls: 0.3993, d3.loss_bbox: 0.4678 d4.loss_cls: 0.3567, d4.loss_bbox: 0.5780, loss: 4.7758, grad_norm: 54.2742
2024-03-24 20:30:06,472 - my_logger - INFO - 2024-03-27 13:49:02,000 - mmdet - INFO - Epoch [28][2100/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4129, loss_bbox: 0.5962, d0.loss_cls: 0.5614, d0.loss_bbox: 0.4979 d1.loss_cls: 0.4712, d1.loss_bbox: 0.4105 d2.loss_cls: 0.3913, d2.loss_bbox: 0.5602 d3.loss_cls: 0.3603, d3.loss_bbox: 0.4429 d4.loss_cls: 0.4781, d4.loss_bbox: 0.4950, loss: 4.1103, grad_norm: 57.1620
2024-03-24 20:30:06,473 - my_logger - INFO - 2024-03-27 13:51:02,000 - mmdet - INFO - Epoch [28][2150/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5085, loss_bbox: 0.3734, d0.loss_cls: 0.3035, d0.loss_bbox: 0.3165 d1.loss_cls: 0.3733, d1.loss_bbox: 0.4683 d2.loss_cls: 0.3482, d2.loss_bbox: 0.3326 d3.loss_cls: 0.3813, d3.loss_bbox: 0.4564 d4.loss_cls: 0.5135, d4.loss_bbox: 0.4021, loss: 3.6580, grad_norm: 55.4220
2024-03-24 20:30:06,473 - my_logger - INFO - 2024-03-27 13:53:02,000 - mmdet - INFO - Epoch [28][2200/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3799, loss_bbox: 0.5711, d0.loss_cls: 0.5008, d0.loss_bbox: 0.4722 d1.loss_cls: 0.3533, d1.loss_bbox: 0.5009 d2.loss_cls: 0.3459, d2.loss_bbox: 0.4849 d3.loss_cls: 0.3285, d3.loss_bbox: 0.5632 d4.loss_cls: 0.3359, d4.loss_bbox: 0.3116, loss: 3.6796, grad_norm: 52.1175
2024-03-24 20:30:06,475 - my_logger - INFO - 2024-03-27 13:55:02,000 - mmdet - INFO - Epoch [28][2250/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3508, loss_bbox: 0.4850, d0.loss_cls: 0.3444, d0.loss_bbox: 0.4060 d1.loss_cls: 0.4365, d1.loss_bbox: 0.4058 d2.loss_cls: 0.3254, d2.loss_bbox: 0.5545 d3.loss_cls: 0.3988, d3.loss_bbox: 0.3406 d4.loss_cls: 0.5767, d4.loss_bbox: 0.4558, loss: 4.0035, grad_norm: 52.3536
2024-03-24 20:30:06,476 - my_logger - INFO - 2024-03-27 13:57:02,000 - mmdet - INFO - Epoch [28][2300/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5064, loss_bbox: 0.3325, d0.loss_cls: 0.5377, d0.loss_bbox: 0.5440 d1.loss_cls: 0.3181, d1.loss_bbox: 0.4521 d2.loss_cls: 0.4384, d2.loss_bbox: 0.3349 d3.loss_cls: 0.3100, d3.loss_bbox: 0.4847 d4.loss_cls: 0.4216, d4.loss_bbox: 0.3874, loss: 4.9369, grad_norm: 59.1944
2024-03-24 20:30:06,476 - my_logger - INFO - 2024-03-27 13:59:02,000 - mmdet - INFO - Epoch [28][2350/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3658, loss_bbox: 0.4164, d0.loss_cls: 0.4485, d0.loss_bbox: 0.4189 d1.loss_cls: 0.5776, d1.loss_bbox: 0.4710 d2.loss_cls: 0.4215, d2.loss_bbox: 0.5480 d3.loss_cls: 0.3209, d3.loss_bbox: 0.5629 d4.loss_cls: 0.3076, d4.loss_bbox: 0.5905, loss: 3.9082, grad_norm: 52.2690
2024-03-24 20:30:06,477 - my_logger - INFO - 2024-03-27 14:01:02,000 - mmdet - INFO - Epoch [28][2400/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2961, loss_bbox: 0.4721, d0.loss_cls: 0.3540, d0.loss_bbox: 0.5605 d1.loss_cls: 0.4715, d1.loss_bbox: 0.5529 d2.loss_cls: 0.3445, d2.loss_bbox: 0.5632 d3.loss_cls: 0.5725, d3.loss_bbox: 0.4826 d4.loss_cls: 0.3913, d4.loss_bbox: 0.3151, loss: 3.6096, grad_norm: 51.1419
2024-03-24 20:30:06,477 - my_logger - INFO - 2024-03-27 14:03:02,000 - mmdet - INFO - Epoch [28][2450/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2800, loss_bbox: 0.4246, d0.loss_cls: 0.4481, d0.loss_bbox: 0.4351 d1.loss_cls: 0.4777, d1.loss_bbox: 0.3144 d2.loss_cls: 0.5446, d2.loss_bbox: 0.4833 d3.loss_cls: 0.5459, d3.loss_bbox: 0.3279 d4.loss_cls: 0.5883, d4.loss_bbox: 0.4891, loss: 3.9417, grad_norm: 51.2434
2024-03-24 20:30:06,477 - my_logger - INFO - 2024-03-27 14:05:02,000 - mmdet - INFO - Epoch [28][2500/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3114, loss_bbox: 0.3054, d0.loss_cls: 0.5766, d0.loss_bbox: 0.5347 d1.loss_cls: 0.3577, d1.loss_bbox: 0.4761 d2.loss_cls: 0.3112, d2.loss_bbox: 0.5863 d3.loss_cls: 0.4499, d3.loss_bbox: 0.5679 d4.loss_cls: 0.3342, d4.loss_bbox: 0.3040, loss: 4.6683, grad_norm: 56.7175
2024-03-24 20:30:06,485 - my_logger - INFO - 2024-03-27 14:07:02,000 - mmdet - INFO - Epoch [28][2550/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4814, loss_bbox: 0.5137, d0.loss_cls: 0.5960, d0.loss_bbox: 0.3815 d1.loss_cls: 0.3960, d1.loss_bbox: 0.4154 d2.loss_cls: 0.3158, d2.loss_bbox: 0.4530 d3.loss_cls: 0.3241, d3.loss_bbox: 0.5882 d4.loss_cls: 0.4852, d4.loss_bbox: 0.5554, loss: 4.7308, grad_norm: 56.3359
2024-03-24 20:30:06,485 - my_logger - INFO - 2024-03-27 14:09:02,000 - mmdet - INFO - Epoch [28][2600/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2713, loss_bbox: 0.3133, d0.loss_cls: 0.3328, d0.loss_bbox: 0.3079 d1.loss_cls: 0.5217, d1.loss_bbox: 0.4513 d2.loss_cls: 0.3980, d2.loss_bbox: 0.3312 d3.loss_cls: 0.4688, d3.loss_bbox: 0.3390 d4.loss_cls: 0.3851, d4.loss_bbox: 0.4093, loss: 4.7002, grad_norm: 50.3836
2024-03-24 20:30:06,485 - my_logger - INFO - 2024-03-27 14:11:02,000 - mmdet - INFO - Epoch [28][2650/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3081, loss_bbox: 0.4719, d0.loss_cls: 0.3266, d0.loss_bbox: 0.5175 d1.loss_cls: 0.4640, d1.loss_bbox: 0.4516 d2.loss_cls: 0.4610, d2.loss_bbox: 0.3928 d3.loss_cls: 0.4894, d3.loss_bbox: 0.3950 d4.loss_cls: 0.3988, d4.loss_bbox: 0.4939, loss: 4.3355, grad_norm: 50.7108
2024-03-24 20:30:06,486 - my_logger - INFO - 2024-03-27 14:13:02,000 - mmdet - INFO - Epoch [28][2700/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4811, loss_bbox: 0.4926, d0.loss_cls: 0.5777, d0.loss_bbox: 0.5252 d1.loss_cls: 0.4954, d1.loss_bbox: 0.5977 d2.loss_cls: 0.5788, d2.loss_bbox: 0.4920 d3.loss_cls: 0.5081, d3.loss_bbox: 0.4252 d4.loss_cls: 0.4188, d4.loss_bbox: 0.3219, loss: 4.9916, grad_norm: 58.5600
2024-03-24 20:30:06,486 - my_logger - INFO - 2024-03-27 14:15:02,000 - mmdet - INFO - Epoch [28][2750/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5713, loss_bbox: 0.4740, d0.loss_cls: 0.4985, d0.loss_bbox: 0.4549 d1.loss_cls: 0.5915, d1.loss_bbox: 0.5588 d2.loss_cls: 0.3207, d2.loss_bbox: 0.4368 d3.loss_cls: 0.3628, d3.loss_bbox: 0.4400 d4.loss_cls: 0.3785, d4.loss_bbox: 0.4557, loss: 4.7590, grad_norm: 51.7420
2024-03-24 20:30:06,487 - my_logger - INFO - 2024-03-27 14:17:02,000 - mmdet - INFO - Epoch [28][2800/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3246, loss_bbox: 0.5082, d0.loss_cls: 0.5118, d0.loss_bbox: 0.3900 d1.loss_cls: 0.5397, d1.loss_bbox: 0.5338 d2.loss_cls: 0.4988, d2.loss_bbox: 0.5928 d3.loss_cls: 0.5680, d3.loss_bbox: 0.4680 d4.loss_cls: 0.5449, d4.loss_bbox: 0.5920, loss: 4.8618, grad_norm: 54.6262
2024-03-24 20:30:06,487 - my_logger - INFO - 2024-03-27 14:19:02,000 - mmdet - INFO - Epoch [28][2850/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4532, loss_bbox: 0.5270, d0.loss_cls: 0.5302, d0.loss_bbox: 0.5839 d1.loss_cls: 0.3005, d1.loss_bbox: 0.4309 d2.loss_cls: 0.4354, d2.loss_bbox: 0.3256 d3.loss_cls: 0.4755, d3.loss_bbox: 0.3018 d4.loss_cls: 0.5460, d4.loss_bbox: 0.3910, loss: 4.0522, grad_norm: 58.8036
2024-03-24 20:30:06,487 - my_logger - INFO - 2024-03-27 14:21:02,000 - mmdet - INFO - Epoch [28][2900/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5054, loss_bbox: 0.3556, d0.loss_cls: 0.3905, d0.loss_bbox: 0.4871 d1.loss_cls: 0.4690, d1.loss_bbox: 0.5721 d2.loss_cls: 0.5301, d2.loss_bbox: 0.3039 d3.loss_cls: 0.4961, d3.loss_bbox: 0.3732 d4.loss_cls: 0.5931, d4.loss_bbox: 0.4046, loss: 4.0849, grad_norm: 53.8930
2024-03-24 20:30:06,488 - my_logger - INFO - 2024-03-27 14:23:02,000 - mmdet - INFO - Epoch [28][2950/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5418, loss_bbox: 0.4189, d0.loss_cls: 0.3217, d0.loss_bbox: 0.4787 d1.loss_cls: 0.3765, d1.loss_bbox: 0.5851 d2.loss_cls: 0.5831, d2.loss_bbox: 0.4925 d3.loss_cls: 0.4944, d3.loss_bbox: 0.4736 d4.loss_cls: 0.5854, d4.loss_bbox: 0.5098, loss: 4.8512, grad_norm: 50.3151
2024-03-24 20:30:06,489 - my_logger - INFO - 2024-03-27 14:25:02,000 - mmdet - INFO - Epoch [28][3000/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2691, loss_bbox: 0.3462, d0.loss_cls: 0.5816, d0.loss_bbox: 0.5032 d1.loss_cls: 0.3040, d1.loss_bbox: 0.3712 d2.loss_cls: 0.5795, d2.loss_bbox: 0.5280 d3.loss_cls: 0.4381, d3.loss_bbox: 0.5998 d4.loss_cls: 0.3483, d4.loss_bbox: 0.4188, loss: 4.4685, grad_norm: 54.9350
2024-03-24 20:30:06,489 - my_logger - INFO - 2024-03-27 14:27:02,000 - mmdet - INFO - Epoch [28][3050/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5856, loss_bbox: 0.4243, d0.loss_cls: 0.5669, d0.loss_bbox: 0.4105 d1.loss_cls: 0.5305, d1.loss_bbox: 0.4332 d2.loss_cls: 0.3567, d2.loss_bbox: 0.3821 d3.loss_cls: 0.5008, d3.loss_bbox: 0.4811 d4.loss_cls: 0.5891, d4.loss_bbox: 0.5101, loss: 4.3477, grad_norm: 55.5568
2024-03-24 20:30:06,489 - my_logger - INFO - 2024-03-27 14:29:02,000 - mmdet - INFO - Epoch [28][3100/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5804, loss_bbox: 0.3997, d0.loss_cls: 0.4530, d0.loss_bbox: 0.4039 d1.loss_cls: 0.3465, d1.loss_bbox: 0.3694 d2.loss_cls: 0.5330, d2.loss_bbox: 0.3599 d3.loss_cls: 0.3971, d3.loss_bbox: 0.4566 d4.loss_cls: 0.5182, d4.loss_bbox: 0.5517, loss: 3.9511, grad_norm: 54.0357
2024-03-24 20:30:06,490 - my_logger - INFO - 2024-03-27 14:31:02,000 - mmdet - INFO - Epoch [28][3150/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4285, loss_bbox: 0.3147, d0.loss_cls: 0.4225, d0.loss_bbox: 0.3116 d1.loss_cls: 0.5154, d1.loss_bbox: 0.3277 d2.loss_cls: 0.5493, d2.loss_bbox: 0.4927 d3.loss_cls: 0.4904, d3.loss_bbox: 0.3434 d4.loss_cls: 0.3550, d4.loss_bbox: 0.4660, loss: 4.5767, grad_norm: 55.0298
2024-03-24 20:30:06,490 - my_logger - INFO - 2024-03-27 14:33:02,000 - mmdet - INFO - Epoch [28][3200/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2633, loss_bbox: 0.4734, d0.loss_cls: 0.3073, d0.loss_bbox: 0.4316 d1.loss_cls: 0.5189, d1.loss_bbox: 0.3384 d2.loss_cls: 0.3122, d2.loss_bbox: 0.4670 d3.loss_cls: 0.4174, d3.loss_bbox: 0.5856 d4.loss_cls: 0.3652, d4.loss_bbox: 0.4165, loss: 3.8553, grad_norm: 54.5197
2024-03-24 20:30:06,491 - my_logger - INFO - 2024-03-27 14:35:02,000 - mmdet - INFO - Epoch [28][3250/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3550, loss_bbox: 0.5655, d0.loss_cls: 0.4068, d0.loss_bbox: 0.4048 d1.loss_cls: 0.3143, d1.loss_bbox: 0.3826 d2.loss_cls: 0.5251, d2.loss_bbox: 0.5268 d3.loss_cls: 0.4619, d3.loss_bbox: 0.5621 d4.loss_cls: 0.4205, d4.loss_bbox: 0.5301, loss: 4.2625, grad_norm: 53.3459
2024-03-24 20:30:06,491 - my_logger - INFO - 2024-03-27 14:37:02,000 - mmdet - INFO - Epoch [28][3300/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5747, loss_bbox: 0.3759, d0.loss_cls: 0.4169, d0.loss_bbox: 0.3668 d1.loss_cls: 0.4776, d1.loss_bbox: 0.5480 d2.loss_cls: 0.3341, d2.loss_bbox: 0.3274 d3.loss_cls: 0.3601, d3.loss_bbox: 0.3002 d4.loss_cls: 0.3626, d4.loss_bbox: 0.5771, loss: 4.3720, grad_norm: 51.3253
2024-03-24 20:30:06,491 - my_logger - INFO - 2024-03-27 14:39:02,000 - mmdet - INFO - Epoch [28][3350/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2982, loss_bbox: 0.3904, d0.loss_cls: 0.5782, d0.loss_bbox: 0.3010 d1.loss_cls: 0.3473, d1.loss_bbox: 0.5459 d2.loss_cls: 0.4699, d2.loss_bbox: 0.5188 d3.loss_cls: 0.3823, d3.loss_bbox: 0.3360 d4.loss_cls: 0.4811, d4.loss_bbox: 0.5250, loss: 3.5907, grad_norm: 57.2542
2024-03-24 20:30:06,492 - my_logger - INFO - 2024-03-27 14:41:02,000 - mmdet - INFO - Epoch [28][3400/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3397, loss_bbox: 0.3110, d0.loss_cls: 0.5787, d0.loss_bbox: 0.5763 d1.loss_cls: 0.5564, d1.loss_bbox: 0.3642 d2.loss_cls: 0.5790, d2.loss_bbox: 0.5100 d3.loss_cls: 0.5194, d3.loss_bbox: 0.4680 d4.loss_cls: 0.5646, d4.loss_bbox: 0.5440, loss: 3.8559, grad_norm: 51.5226
2024-03-24 20:30:06,492 - my_logger - INFO - 2024-03-27 14:43:02,000 - mmdet - INFO - Epoch [28][3450/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3290, loss_bbox: 0.3630, d0.loss_cls: 0.3228, d0.loss_bbox: 0.3121 d1.loss_cls: 0.4154, d1.loss_bbox: 0.3628 d2.loss_cls: 0.4179, d2.loss_bbox: 0.5438 d3.loss_cls: 0.5138, d3.loss_bbox: 0.4465 d4.loss_cls: 0.4051, d4.loss_bbox: 0.5852, loss: 3.7980, grad_norm: 51.3775
2024-03-24 20:30:06,492 - my_logger - INFO - 2024-03-27 14:45:02,000 - mmdet - INFO - Epoch [28][3500/3517][Batch size: 50]	lr: 1.403e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2930, loss_bbox: 0.5908, d0.loss_cls: 0.5775, d0.loss_bbox: 0.3520 d1.loss_cls: 0.4272, d1.loss_bbox: 0.3016 d2.loss_cls: 0.4617, d2.loss_bbox: 0.4201 d3.loss_cls: 0.5283, d3.loss_bbox: 0.5646 d4.loss_cls: 0.5156, d4.loss_bbox: 0.4035, loss: 4.2008, grad_norm: 52.0450
2024-03-24 20:30:06,493 - my_logger - INFO - 2024-03-27 14:47:02,000 - mmdet - INFO - Epoch [29][0/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3443, loss_bbox: 0.5722, d0.loss_cls: 0.4188, d0.loss_bbox: 0.4265 d1.loss_cls: 0.5125, d1.loss_bbox: 0.4055 d2.loss_cls: 0.3903, d2.loss_bbox: 0.5850 d3.loss_cls: 0.5304, d3.loss_bbox: 0.5842 d4.loss_cls: 0.4537, d4.loss_bbox: 0.3187, loss: 4.4631, grad_norm: 55.5412
2024-03-24 20:30:06,493 - my_logger - INFO - 2024-03-27 14:49:02,000 - mmdet - INFO - Epoch [29][50/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3081, loss_bbox: 0.3147, d0.loss_cls: 0.4689, d0.loss_bbox: 0.4699 d1.loss_cls: 0.3861, d1.loss_bbox: 0.4100 d2.loss_cls: 0.4708, d2.loss_bbox: 0.4801 d3.loss_cls: 0.4218, d3.loss_bbox: 0.5579 d4.loss_cls: 0.3820, d4.loss_bbox: 0.3853, loss: 4.4040, grad_norm: 51.6606
2024-03-24 20:30:06,494 - my_logger - INFO - 2024-03-27 14:51:02,000 - mmdet - INFO - Epoch [29][100/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2909, loss_bbox: 0.4008, d0.loss_cls: 0.4826, d0.loss_bbox: 0.3068 d1.loss_cls: 0.5544, d1.loss_bbox: 0.3774 d2.loss_cls: 0.3043, d2.loss_bbox: 0.4969 d3.loss_cls: 0.3142, d3.loss_bbox: 0.3914 d4.loss_cls: 0.5287, d4.loss_bbox: 0.3794, loss: 4.1123, grad_norm: 57.1408
2024-03-24 20:30:06,501 - my_logger - INFO - 2024-03-27 14:53:02,000 - mmdet - INFO - Epoch [29][150/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4511, loss_bbox: 0.4231, d0.loss_cls: 0.3264, d0.loss_bbox: 0.4017 d1.loss_cls: 0.4181, d1.loss_bbox: 0.5925 d2.loss_cls: 0.5023, d2.loss_bbox: 0.4435 d3.loss_cls: 0.5892, d3.loss_bbox: 0.5764 d4.loss_cls: 0.3898, d4.loss_bbox: 0.4229, loss: 4.2825, grad_norm: 59.7050
2024-03-24 20:30:06,502 - my_logger - INFO - 2024-03-27 14:55:02,000 - mmdet - INFO - Epoch [29][200/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4909, loss_bbox: 0.3609, d0.loss_cls: 0.4956, d0.loss_bbox: 0.4859 d1.loss_cls: 0.5456, d1.loss_bbox: 0.4177 d2.loss_cls: 0.4872, d2.loss_bbox: 0.5974 d3.loss_cls: 0.5603, d3.loss_bbox: 0.3374 d4.loss_cls: 0.5172, d4.loss_bbox: 0.3472, loss: 4.1088, grad_norm: 58.6576
2024-03-24 20:30:06,502 - my_logger - INFO - 2024-03-27 14:57:02,000 - mmdet - INFO - Epoch [29][250/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4609, loss_bbox: 0.3032, d0.loss_cls: 0.3636, d0.loss_bbox: 0.4898 d1.loss_cls: 0.3008, d1.loss_bbox: 0.3646 d2.loss_cls: 0.5803, d2.loss_bbox: 0.5329 d3.loss_cls: 0.3288, d3.loss_bbox: 0.3187 d4.loss_cls: 0.4747, d4.loss_bbox: 0.5906, loss: 3.8601, grad_norm: 58.0849
2024-03-24 20:30:06,503 - my_logger - INFO - 2024-03-27 14:59:02,000 - mmdet - INFO - Epoch [29][300/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3217, loss_bbox: 0.5913, d0.loss_cls: 0.3994, d0.loss_bbox: 0.4876 d1.loss_cls: 0.4304, d1.loss_bbox: 0.5800 d2.loss_cls: 0.4282, d2.loss_bbox: 0.3990 d3.loss_cls: 0.4030, d3.loss_bbox: 0.5920 d4.loss_cls: 0.3679, d4.loss_bbox: 0.4054, loss: 4.6161, grad_norm: 54.8919
2024-03-24 20:30:06,503 - my_logger - INFO - 2024-03-27 15:01:02,000 - mmdet - INFO - Epoch [29][350/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5366, loss_bbox: 0.3085, d0.loss_cls: 0.3790, d0.loss_bbox: 0.4681 d1.loss_cls: 0.5184, d1.loss_bbox: 0.3437 d2.loss_cls: 0.3485, d2.loss_bbox: 0.3695 d3.loss_cls: 0.4321, d3.loss_bbox: 0.4129 d4.loss_cls: 0.4888, d4.loss_bbox: 0.4250, loss: 4.7187, grad_norm: 58.5644
2024-03-24 20:30:06,503 - my_logger - INFO - 2024-03-27 15:03:02,000 - mmdet - INFO - Epoch [29][400/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2705, loss_bbox: 0.3147, d0.loss_cls: 0.5957, d0.loss_bbox: 0.3641 d1.loss_cls: 0.5475, d1.loss_bbox: 0.5219 d2.loss_cls: 0.5289, d2.loss_bbox: 0.3701 d3.loss_cls: 0.5624, d3.loss_bbox: 0.3915 d4.loss_cls: 0.3242, d4.loss_bbox: 0.5611, loss: 4.1108, grad_norm: 50.5019
2024-03-24 20:30:06,504 - my_logger - INFO - 2024-03-27 15:05:02,000 - mmdet - INFO - Epoch [29][450/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4804, loss_bbox: 0.4975, d0.loss_cls: 0.4802, d0.loss_bbox: 0.5734 d1.loss_cls: 0.3748, d1.loss_bbox: 0.3216 d2.loss_cls: 0.4931, d2.loss_bbox: 0.3946 d3.loss_cls: 0.5959, d3.loss_bbox: 0.3313 d4.loss_cls: 0.4550, d4.loss_bbox: 0.3715, loss: 4.0808, grad_norm: 53.0686
2024-03-24 20:30:06,504 - my_logger - INFO - 2024-03-27 15:07:02,000 - mmdet - INFO - Epoch [29][500/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2950, loss_bbox: 0.5361, d0.loss_cls: 0.4656, d0.loss_bbox: 0.4793 d1.loss_cls: 0.5086, d1.loss_bbox: 0.3766 d2.loss_cls: 0.4969, d2.loss_bbox: 0.4853 d3.loss_cls: 0.5252, d3.loss_bbox: 0.3250 d4.loss_cls: 0.4398, d4.loss_bbox: 0.3261, loss: 4.2690, grad_norm: 50.6478
2024-03-24 20:30:06,504 - my_logger - INFO - 2024-03-27 15:09:02,000 - mmdet - INFO - Epoch [29][550/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3433, loss_bbox: 0.5619, d0.loss_cls: 0.4469, d0.loss_bbox: 0.5331 d1.loss_cls: 0.4066, d1.loss_bbox: 0.4471 d2.loss_cls: 0.3869, d2.loss_bbox: 0.3655 d3.loss_cls: 0.3143, d3.loss_bbox: 0.4169 d4.loss_cls: 0.5434, d4.loss_bbox: 0.4105, loss: 4.4235, grad_norm: 53.0239
2024-03-24 20:30:06,505 - my_logger - INFO - 2024-03-27 15:11:02,000 - mmdet - INFO - Epoch [29][600/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5668, loss_bbox: 0.3855, d0.loss_cls: 0.5663, d0.loss_bbox: 0.5565 d1.loss_cls: 0.3047, d1.loss_bbox: 0.5717 d2.loss_cls: 0.3542, d2.loss_bbox: 0.4442 d3.loss_cls: 0.4115, d3.loss_bbox: 0.5426 d4.loss_cls: 0.3236, d4.loss_bbox: 0.5375, loss: 4.3585, grad_norm: 56.1584
2024-03-24 20:30:06,505 - my_logger - INFO - 2024-03-27 15:13:02,000 - mmdet - INFO - Epoch [29][650/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4676, loss_bbox: 0.4376, d0.loss_cls: 0.5641, d0.loss_bbox: 0.4120 d1.loss_cls: 0.4088, d1.loss_bbox: 0.4404 d2.loss_cls: 0.4113, d2.loss_bbox: 0.5471 d3.loss_cls: 0.3280, d3.loss_bbox: 0.4812 d4.loss_cls: 0.5127, d4.loss_bbox: 0.4745, loss: 3.8163, grad_norm: 51.3577
2024-03-24 20:30:06,506 - my_logger - INFO - 2024-03-27 15:15:02,000 - mmdet - INFO - Epoch [29][700/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2920, loss_bbox: 0.4124, d0.loss_cls: 0.5507, d0.loss_bbox: 0.3501 d1.loss_cls: 0.3382, d1.loss_bbox: 0.3871 d2.loss_cls: 0.5562, d2.loss_bbox: 0.5565 d3.loss_cls: 0.4994, d3.loss_bbox: 0.4488 d4.loss_cls: 0.3462, d4.loss_bbox: 0.4935, loss: 3.9451, grad_norm: 50.2237
2024-03-24 20:30:06,506 - my_logger - INFO - 2024-03-27 15:17:02,000 - mmdet - INFO - Epoch [29][750/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2697, loss_bbox: 0.3470, d0.loss_cls: 0.5197, d0.loss_bbox: 0.3182 d1.loss_cls: 0.5273, d1.loss_bbox: 0.5885 d2.loss_cls: 0.4630, d2.loss_bbox: 0.4550 d3.loss_cls: 0.5403, d3.loss_bbox: 0.5347 d4.loss_cls: 0.5936, d4.loss_bbox: 0.4625, loss: 4.9276, grad_norm: 56.3241
2024-03-24 20:30:06,506 - my_logger - INFO - 2024-03-27 15:19:02,000 - mmdet - INFO - Epoch [29][800/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5356, loss_bbox: 0.5047, d0.loss_cls: 0.4303, d0.loss_bbox: 0.5766 d1.loss_cls: 0.3145, d1.loss_bbox: 0.4519 d2.loss_cls: 0.4555, d2.loss_bbox: 0.4698 d3.loss_cls: 0.5725, d3.loss_bbox: 0.5438 d4.loss_cls: 0.4352, d4.loss_bbox: 0.5227, loss: 4.8183, grad_norm: 51.6598
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:21:02,000 - mmdet - INFO - Epoch [29][850/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4599, loss_bbox: 0.4607, d0.loss_cls: 0.4869, d0.loss_bbox: 0.3990 d1.loss_cls: 0.4968, d1.loss_bbox: 0.4150 d2.loss_cls: 0.3082, d2.loss_bbox: 0.3798 d3.loss_cls: 0.3223, d3.loss_bbox: 0.4213 d4.loss_cls: 0.3956, d4.loss_bbox: 0.3148, loss: 3.7647, grad_norm: 52.0311
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:23:02,000 - mmdet - INFO - Epoch [29][900/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4054, loss_bbox: 0.4428, d0.loss_cls: 0.5011, d0.loss_bbox: 0.3243 d1.loss_cls: 0.4294, d1.loss_bbox: 0.5586 d2.loss_cls: 0.4196, d2.loss_bbox: 0.4063 d3.loss_cls: 0.4591, d3.loss_bbox: 0.5307 d4.loss_cls: 0.4032, d4.loss_bbox: 0.3814, loss: 3.8290, grad_norm: 56.8652
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:25:02,000 - mmdet - INFO - Epoch [29][950/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3717, loss_bbox: 0.4224, d0.loss_cls: 0.3641, d0.loss_bbox: 0.4247 d1.loss_cls: 0.5105, d1.loss_bbox: 0.5513 d2.loss_cls: 0.4481, d2.loss_bbox: 0.3678 d3.loss_cls: 0.4185, d3.loss_bbox: 0.3018 d4.loss_cls: 0.4495, d4.loss_bbox: 0.5399, loss: 4.8770, grad_norm: 53.1164
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:27:02,000 - mmdet - INFO - Epoch [29][1000/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2790, loss_bbox: 0.5980, d0.loss_cls: 0.5681, d0.loss_bbox: 0.3975 d1.loss_cls: 0.3026, d1.loss_bbox: 0.5360 d2.loss_cls: 0.4019, d2.loss_bbox: 0.5716 d3.loss_cls: 0.4164, d3.loss_bbox: 0.4038 d4.loss_cls: 0.5462, d4.loss_bbox: 0.4249, loss: 4.7429, grad_norm: 50.6376
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:29:02,000 - mmdet - INFO - Epoch [29][1050/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3982, loss_bbox: 0.3828, d0.loss_cls: 0.5993, d0.loss_bbox: 0.4705 d1.loss_cls: 0.3706, d1.loss_bbox: 0.5893 d2.loss_cls: 0.3347, d2.loss_bbox: 0.4551 d3.loss_cls: 0.4986, d3.loss_bbox: 0.3921 d4.loss_cls: 0.4958, d4.loss_bbox: 0.5466, loss: 4.4092, grad_norm: 53.6234
2024-03-24 20:30:06,507 - my_logger - INFO - 2024-03-27 15:31:02,000 - mmdet - INFO - Epoch [29][1100/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5251, loss_bbox: 0.4483, d0.loss_cls: 0.3461, d0.loss_bbox: 0.4830 d1.loss_cls: 0.5917, d1.loss_bbox: 0.4678 d2.loss_cls: 0.4628, d2.loss_bbox: 0.3120 d3.loss_cls: 0.4829, d3.loss_bbox: 0.4425 d4.loss_cls: 0.4014, d4.loss_bbox: 0.3591, loss: 4.7712, grad_norm: 56.9714
2024-03-24 20:30:06,508 - my_logger - INFO - 2024-03-27 15:33:02,000 - mmdet - INFO - Epoch [29][1150/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2991, loss_bbox: 0.4487, d0.loss_cls: 0.4213, d0.loss_bbox: 0.4775 d1.loss_cls: 0.5012, d1.loss_bbox: 0.5376 d2.loss_cls: 0.4039, d2.loss_bbox: 0.3572 d3.loss_cls: 0.3927, d3.loss_bbox: 0.3779 d4.loss_cls: 0.4356, d4.loss_bbox: 0.5174, loss: 4.2256, grad_norm: 57.1041
2024-03-24 20:30:06,508 - my_logger - INFO - 2024-03-27 15:35:02,000 - mmdet - INFO - Epoch [29][1200/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3880, loss_bbox: 0.3907, d0.loss_cls: 0.3979, d0.loss_bbox: 0.5403 d1.loss_cls: 0.4190, d1.loss_bbox: 0.4753 d2.loss_cls: 0.4657, d2.loss_bbox: 0.4672 d3.loss_cls: 0.4539, d3.loss_bbox: 0.3397 d4.loss_cls: 0.5616, d4.loss_bbox: 0.3288, loss: 3.8000, grad_norm: 52.0667
2024-03-24 20:30:06,509 - my_logger - INFO - 2024-03-27 15:37:02,000 - mmdet - INFO - Epoch [29][1250/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5197, loss_bbox: 0.3005, d0.loss_cls: 0.3765, d0.loss_bbox: 0.4521 d1.loss_cls: 0.4238, d1.loss_bbox: 0.5506 d2.loss_cls: 0.4226, d2.loss_bbox: 0.3715 d3.loss_cls: 0.4946, d3.loss_bbox: 0.5602 d4.loss_cls: 0.4588, d4.loss_bbox: 0.4238, loss: 3.5084, grad_norm: 57.8755
2024-03-24 20:30:06,516 - my_logger - INFO - 2024-03-27 15:39:02,000 - mmdet - INFO - Epoch [29][1300/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.4231, d0.loss_cls: 0.4027, d0.loss_bbox: 0.4739 d1.loss_cls: 0.3211, d1.loss_bbox: 0.3087 d2.loss_cls: 0.4738, d2.loss_bbox: 0.5059 d3.loss_cls: 0.4214, d3.loss_bbox: 0.5642 d4.loss_cls: 0.4912, d4.loss_bbox: 0.4422, loss: 3.5351, grad_norm: 55.1979
2024-03-24 20:30:06,517 - my_logger - INFO - 2024-03-27 15:41:02,000 - mmdet - INFO - Epoch [29][1350/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4517, loss_bbox: 0.3583, d0.loss_cls: 0.3910, d0.loss_bbox: 0.5383 d1.loss_cls: 0.3793, d1.loss_bbox: 0.5073 d2.loss_cls: 0.5157, d2.loss_bbox: 0.3336 d3.loss_cls: 0.4123, d3.loss_bbox: 0.3687 d4.loss_cls: 0.3696, d4.loss_bbox: 0.5102, loss: 4.2272, grad_norm: 58.6035
2024-03-24 20:30:06,517 - my_logger - INFO - 2024-03-27 15:43:02,000 - mmdet - INFO - Epoch [29][1400/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5404, loss_bbox: 0.5966, d0.loss_cls: 0.5976, d0.loss_bbox: 0.3710 d1.loss_cls: 0.5312, d1.loss_bbox: 0.4845 d2.loss_cls: 0.3803, d2.loss_bbox: 0.4225 d3.loss_cls: 0.3411, d3.loss_bbox: 0.5492 d4.loss_cls: 0.4933, d4.loss_bbox: 0.5159, loss: 3.7071, grad_norm: 52.5693
2024-03-24 20:30:06,518 - my_logger - INFO - 2024-03-27 15:45:02,000 - mmdet - INFO - Epoch [29][1450/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4922, loss_bbox: 0.4705, d0.loss_cls: 0.3920, d0.loss_bbox: 0.3577 d1.loss_cls: 0.4543, d1.loss_bbox: 0.5266 d2.loss_cls: 0.4149, d2.loss_bbox: 0.4746 d3.loss_cls: 0.4593, d3.loss_bbox: 0.4494 d4.loss_cls: 0.4501, d4.loss_bbox: 0.5755, loss: 4.0119, grad_norm: 55.4903
2024-03-24 20:30:06,518 - my_logger - INFO - 2024-03-27 15:47:02,000 - mmdet - INFO - Epoch [29][1500/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5845, loss_bbox: 0.5936, d0.loss_cls: 0.4577, d0.loss_bbox: 0.5338 d1.loss_cls: 0.3768, d1.loss_bbox: 0.3722 d2.loss_cls: 0.4818, d2.loss_bbox: 0.4373 d3.loss_cls: 0.3599, d3.loss_bbox: 0.4181 d4.loss_cls: 0.5380, d4.loss_bbox: 0.4972, loss: 4.8292, grad_norm: 58.5185
2024-03-24 20:30:06,518 - my_logger - INFO - 2024-03-27 15:49:02,000 - mmdet - INFO - Epoch [29][1550/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5530, loss_bbox: 0.5006, d0.loss_cls: 0.3868, d0.loss_bbox: 0.4903 d1.loss_cls: 0.4773, d1.loss_bbox: 0.4940 d2.loss_cls: 0.4291, d2.loss_bbox: 0.4905 d3.loss_cls: 0.5062, d3.loss_bbox: 0.3148 d4.loss_cls: 0.5956, d4.loss_bbox: 0.5025, loss: 4.9306, grad_norm: 50.1852
2024-03-24 20:30:06,519 - my_logger - INFO - 2024-03-27 15:51:02,000 - mmdet - INFO - Epoch [29][1600/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4994, loss_bbox: 0.4972, d0.loss_cls: 0.3372, d0.loss_bbox: 0.3590 d1.loss_cls: 0.3325, d1.loss_bbox: 0.5152 d2.loss_cls: 0.5964, d2.loss_bbox: 0.3213 d3.loss_cls: 0.3093, d3.loss_bbox: 0.4740 d4.loss_cls: 0.3427, d4.loss_bbox: 0.3244, loss: 4.9307, grad_norm: 58.1198
2024-03-24 20:30:06,519 - my_logger - INFO - 2024-03-27 15:53:02,000 - mmdet - INFO - Epoch [29][1650/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4709, loss_bbox: 0.3035, d0.loss_cls: 0.3741, d0.loss_bbox: 0.5680 d1.loss_cls: 0.4824, d1.loss_bbox: 0.3057 d2.loss_cls: 0.3266, d2.loss_bbox: 0.4189 d3.loss_cls: 0.5011, d3.loss_bbox: 0.5693 d4.loss_cls: 0.5493, d4.loss_bbox: 0.4624, loss: 4.2255, grad_norm: 58.9619
2024-03-24 20:30:06,520 - my_logger - INFO - 2024-03-27 15:55:02,000 - mmdet - INFO - Epoch [29][1700/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3521, loss_bbox: 0.5373, d0.loss_cls: 0.4831, d0.loss_bbox: 0.5644 d1.loss_cls: 0.4103, d1.loss_bbox: 0.3268 d2.loss_cls: 0.4251, d2.loss_bbox: 0.4145 d3.loss_cls: 0.5316, d3.loss_bbox: 0.3523 d4.loss_cls: 0.3746, d4.loss_bbox: 0.4328, loss: 3.6760, grad_norm: 57.9359
2024-03-24 20:30:06,520 - my_logger - INFO - 2024-03-27 15:57:02,000 - mmdet - INFO - Epoch [29][1750/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5119, loss_bbox: 0.5153, d0.loss_cls: 0.5787, d0.loss_bbox: 0.5643 d1.loss_cls: 0.5076, d1.loss_bbox: 0.4535 d2.loss_cls: 0.4769, d2.loss_bbox: 0.4465 d3.loss_cls: 0.5402, d3.loss_bbox: 0.5073 d4.loss_cls: 0.3007, d4.loss_bbox: 0.3067, loss: 4.3573, grad_norm: 59.0858
2024-03-24 20:30:06,521 - my_logger - INFO - 2024-03-27 15:59:02,000 - mmdet - INFO - Epoch [29][1800/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3082, loss_bbox: 0.5939, d0.loss_cls: 0.5569, d0.loss_bbox: 0.4566 d1.loss_cls: 0.3642, d1.loss_bbox: 0.3675 d2.loss_cls: 0.3962, d2.loss_bbox: 0.3194 d3.loss_cls: 0.3465, d3.loss_bbox: 0.3978 d4.loss_cls: 0.5880, d4.loss_bbox: 0.3955, loss: 3.7993, grad_norm: 52.4728
2024-03-24 20:30:06,521 - my_logger - INFO - 2024-03-27 16:01:02,000 - mmdet - INFO - Epoch [29][1850/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4599, loss_bbox: 0.4016, d0.loss_cls: 0.3030, d0.loss_bbox: 0.3661 d1.loss_cls: 0.4551, d1.loss_bbox: 0.4846 d2.loss_cls: 0.4452, d2.loss_bbox: 0.5081 d3.loss_cls: 0.4405, d3.loss_bbox: 0.3534 d4.loss_cls: 0.5051, d4.loss_bbox: 0.5174, loss: 4.3757, grad_norm: 59.7830
2024-03-24 20:30:06,521 - my_logger - INFO - 2024-03-27 16:03:02,000 - mmdet - INFO - Epoch [29][1900/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2927, loss_bbox: 0.3936, d0.loss_cls: 0.3611, d0.loss_bbox: 0.4540 d1.loss_cls: 0.4994, d1.loss_bbox: 0.4455 d2.loss_cls: 0.4582, d2.loss_bbox: 0.3086 d3.loss_cls: 0.5911, d3.loss_bbox: 0.3278 d4.loss_cls: 0.4470, d4.loss_bbox: 0.5204, loss: 4.0174, grad_norm: 57.0718
2024-03-24 20:30:06,522 - my_logger - INFO - 2024-03-27 16:05:02,000 - mmdet - INFO - Epoch [29][1950/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5824, loss_bbox: 0.3807, d0.loss_cls: 0.4172, d0.loss_bbox: 0.5921 d1.loss_cls: 0.3840, d1.loss_bbox: 0.5003 d2.loss_cls: 0.5907, d2.loss_bbox: 0.5395 d3.loss_cls: 0.3634, d3.loss_bbox: 0.3230 d4.loss_cls: 0.3984, d4.loss_bbox: 0.3266, loss: 3.9959, grad_norm: 59.4956
2024-03-24 20:30:06,522 - my_logger - INFO - 2024-03-27 16:07:02,000 - mmdet - INFO - Epoch [29][2000/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2989, loss_bbox: 0.5865, d0.loss_cls: 0.3695, d0.loss_bbox: 0.4151 d1.loss_cls: 0.5209, d1.loss_bbox: 0.5275 d2.loss_cls: 0.5714, d2.loss_bbox: 0.5956 d3.loss_cls: 0.3282, d3.loss_bbox: 0.3167 d4.loss_cls: 0.4757, d4.loss_bbox: 0.5894, loss: 3.7055, grad_norm: 59.5893
2024-03-24 20:30:06,522 - my_logger - INFO - 2024-03-27 16:09:02,000 - mmdet - INFO - Epoch [29][2050/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3998, loss_bbox: 0.3377, d0.loss_cls: 0.5700, d0.loss_bbox: 0.4813 d1.loss_cls: 0.3704, d1.loss_bbox: 0.4012 d2.loss_cls: 0.3310, d2.loss_bbox: 0.5388 d3.loss_cls: 0.4876, d3.loss_bbox: 0.5416 d4.loss_cls: 0.3192, d4.loss_bbox: 0.3366, loss: 4.4191, grad_norm: 50.4482
2024-03-24 20:30:06,523 - my_logger - INFO - 2024-03-27 16:11:02,000 - mmdet - INFO - Epoch [29][2100/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5886, loss_bbox: 0.3335, d0.loss_cls: 0.3067, d0.loss_bbox: 0.5596 d1.loss_cls: 0.3371, d1.loss_bbox: 0.5314 d2.loss_cls: 0.5244, d2.loss_bbox: 0.3328 d3.loss_cls: 0.5722, d3.loss_bbox: 0.3830 d4.loss_cls: 0.4425, d4.loss_bbox: 0.3726, loss: 3.6095, grad_norm: 54.6487
2024-03-24 20:30:06,523 - my_logger - INFO - 2024-03-27 16:13:02,000 - mmdet - INFO - Epoch [29][2150/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3164, loss_bbox: 0.3279, d0.loss_cls: 0.3705, d0.loss_bbox: 0.3261 d1.loss_cls: 0.4967, d1.loss_bbox: 0.3339 d2.loss_cls: 0.5124, d2.loss_bbox: 0.3117 d3.loss_cls: 0.5239, d3.loss_bbox: 0.4261 d4.loss_cls: 0.3042, d4.loss_bbox: 0.4111, loss: 4.0731, grad_norm: 50.5092
2024-03-24 20:30:06,523 - my_logger - INFO - 2024-03-27 16:15:02,000 - mmdet - INFO - Epoch [29][2200/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5184, loss_bbox: 0.4412, d0.loss_cls: 0.4398, d0.loss_bbox: 0.3578 d1.loss_cls: 0.5925, d1.loss_bbox: 0.4016 d2.loss_cls: 0.4570, d2.loss_bbox: 0.3117 d3.loss_cls: 0.4192, d3.loss_bbox: 0.4589 d4.loss_cls: 0.3484, d4.loss_bbox: 0.5275, loss: 3.5475, grad_norm: 50.8774
2024-03-24 20:30:06,525 - my_logger - INFO - 2024-03-27 16:17:02,000 - mmdet - INFO - Epoch [29][2250/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3261, loss_bbox: 0.3846, d0.loss_cls: 0.4940, d0.loss_bbox: 0.5350 d1.loss_cls: 0.5944, d1.loss_bbox: 0.4320 d2.loss_cls: 0.3704, d2.loss_bbox: 0.5662 d3.loss_cls: 0.3443, d3.loss_bbox: 0.5006 d4.loss_cls: 0.4865, d4.loss_bbox: 0.3878, loss: 4.8993, grad_norm: 58.0381
2024-03-24 20:30:06,525 - my_logger - INFO - 2024-03-27 16:19:02,000 - mmdet - INFO - Epoch [29][2300/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5164, loss_bbox: 0.5041, d0.loss_cls: 0.4000, d0.loss_bbox: 0.3302 d1.loss_cls: 0.3858, d1.loss_bbox: 0.3371 d2.loss_cls: 0.3824, d2.loss_bbox: 0.3405 d3.loss_cls: 0.4386, d3.loss_bbox: 0.5254 d4.loss_cls: 0.3670, d4.loss_bbox: 0.5734, loss: 4.7633, grad_norm: 52.6826
2024-03-24 20:30:06,525 - my_logger - INFO - 2024-03-27 16:21:02,000 - mmdet - INFO - Epoch [29][2350/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5098, loss_bbox: 0.3626, d0.loss_cls: 0.5356, d0.loss_bbox: 0.5937 d1.loss_cls: 0.4741, d1.loss_bbox: 0.4897 d2.loss_cls: 0.3852, d2.loss_bbox: 0.5840 d3.loss_cls: 0.3999, d3.loss_bbox: 0.5286 d4.loss_cls: 0.5938, d4.loss_bbox: 0.4261, loss: 3.8896, grad_norm: 57.8783
2024-03-24 20:30:06,525 - my_logger - INFO - 2024-03-27 16:23:02,000 - mmdet - INFO - Epoch [29][2400/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4848, loss_bbox: 0.3568, d0.loss_cls: 0.4215, d0.loss_bbox: 0.5172 d1.loss_cls: 0.5194, d1.loss_bbox: 0.3943 d2.loss_cls: 0.5795, d2.loss_bbox: 0.5990 d3.loss_cls: 0.4198, d3.loss_bbox: 0.4595 d4.loss_cls: 0.5087, d4.loss_bbox: 0.4162, loss: 4.8812, grad_norm: 56.1385
2024-03-24 20:30:06,526 - my_logger - INFO - 2024-03-27 16:25:02,000 - mmdet - INFO - Epoch [29][2450/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4676, loss_bbox: 0.3614, d0.loss_cls: 0.4896, d0.loss_bbox: 0.3575 d1.loss_cls: 0.3166, d1.loss_bbox: 0.5208 d2.loss_cls: 0.3132, d2.loss_bbox: 0.3902 d3.loss_cls: 0.5544, d3.loss_bbox: 0.4874 d4.loss_cls: 0.5616, d4.loss_bbox: 0.3712, loss: 3.9303, grad_norm: 52.3464
2024-03-24 20:30:06,530 - my_logger - INFO - 2024-03-27 16:27:02,000 - mmdet - INFO - Epoch [29][2500/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2806, loss_bbox: 0.3833, d0.loss_cls: 0.3327, d0.loss_bbox: 0.3404 d1.loss_cls: 0.4437, d1.loss_bbox: 0.3789 d2.loss_cls: 0.4954, d2.loss_bbox: 0.3355 d3.loss_cls: 0.5867, d3.loss_bbox: 0.5822 d4.loss_cls: 0.5945, d4.loss_bbox: 0.4144, loss: 4.9366, grad_norm: 51.8568
2024-03-24 20:30:06,531 - my_logger - INFO - 2024-03-27 16:29:02,000 - mmdet - INFO - Epoch [29][2550/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3550, loss_bbox: 0.5431, d0.loss_cls: 0.3324, d0.loss_bbox: 0.4233 d1.loss_cls: 0.5582, d1.loss_bbox: 0.5814 d2.loss_cls: 0.5894, d2.loss_bbox: 0.3638 d3.loss_cls: 0.4991, d3.loss_bbox: 0.5898 d4.loss_cls: 0.3811, d4.loss_bbox: 0.5119, loss: 3.8704, grad_norm: 51.1997
2024-03-24 20:30:06,531 - my_logger - INFO - 2024-03-27 16:31:02,000 - mmdet - INFO - Epoch [29][2600/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4209, loss_bbox: 0.4388, d0.loss_cls: 0.5451, d0.loss_bbox: 0.4693 d1.loss_cls: 0.5653, d1.loss_bbox: 0.4527 d2.loss_cls: 0.4135, d2.loss_bbox: 0.5610 d3.loss_cls: 0.3547, d3.loss_bbox: 0.4000 d4.loss_cls: 0.3227, d4.loss_bbox: 0.3952, loss: 4.6321, grad_norm: 58.3577
2024-03-24 20:30:06,531 - my_logger - INFO - 2024-03-27 16:33:02,000 - mmdet - INFO - Epoch [29][2650/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4642, loss_bbox: 0.3540, d0.loss_cls: 0.5178, d0.loss_bbox: 0.4055 d1.loss_cls: 0.5500, d1.loss_bbox: 0.4829 d2.loss_cls: 0.5094, d2.loss_bbox: 0.5629 d3.loss_cls: 0.5380, d3.loss_bbox: 0.4408 d4.loss_cls: 0.5041, d4.loss_bbox: 0.4752, loss: 4.2466, grad_norm: 56.4642
2024-03-24 20:30:06,532 - my_logger - INFO - 2024-03-27 16:35:02,000 - mmdet - INFO - Epoch [29][2700/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5129, loss_bbox: 0.3637, d0.loss_cls: 0.4199, d0.loss_bbox: 0.3346 d1.loss_cls: 0.4233, d1.loss_bbox: 0.5406 d2.loss_cls: 0.3866, d2.loss_bbox: 0.4054 d3.loss_cls: 0.5567, d3.loss_bbox: 0.5896 d4.loss_cls: 0.5054, d4.loss_bbox: 0.3224, loss: 4.8045, grad_norm: 53.5860
2024-03-24 20:30:06,532 - my_logger - INFO - 2024-03-27 16:37:02,000 - mmdet - INFO - Epoch [29][2750/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4828, loss_bbox: 0.5210, d0.loss_cls: 0.5389, d0.loss_bbox: 0.5163 d1.loss_cls: 0.3252, d1.loss_bbox: 0.4823 d2.loss_cls: 0.3228, d2.loss_bbox: 0.4630 d3.loss_cls: 0.3170, d3.loss_bbox: 0.3875 d4.loss_cls: 0.5839, d4.loss_bbox: 0.3161, loss: 3.9798, grad_norm: 56.9032
2024-03-24 20:30:06,533 - my_logger - INFO - 2024-03-27 16:39:02,000 - mmdet - INFO - Epoch [29][2800/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3703, loss_bbox: 0.3204, d0.loss_cls: 0.3127, d0.loss_bbox: 0.5157 d1.loss_cls: 0.3973, d1.loss_bbox: 0.4213 d2.loss_cls: 0.5754, d2.loss_bbox: 0.5410 d3.loss_cls: 0.5676, d3.loss_bbox: 0.3834 d4.loss_cls: 0.3435, d4.loss_bbox: 0.4785, loss: 4.9061, grad_norm: 59.9626
2024-03-24 20:30:06,533 - my_logger - INFO - 2024-03-27 16:41:02,000 - mmdet - INFO - Epoch [29][2850/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2543, loss_bbox: 0.3265, d0.loss_cls: 0.4913, d0.loss_bbox: 0.4440 d1.loss_cls: 0.4724, d1.loss_bbox: 0.3913 d2.loss_cls: 0.4233, d2.loss_bbox: 0.5250 d3.loss_cls: 0.3881, d3.loss_bbox: 0.5871 d4.loss_cls: 0.5321, d4.loss_bbox: 0.4581, loss: 4.7873, grad_norm: 58.9077
2024-03-24 20:30:06,533 - my_logger - INFO - 2024-03-27 16:43:02,000 - mmdet - INFO - Epoch [29][2900/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4298, loss_bbox: 0.5295, d0.loss_cls: 0.4319, d0.loss_bbox: 0.3467 d1.loss_cls: 0.5913, d1.loss_bbox: 0.4792 d2.loss_cls: 0.5431, d2.loss_bbox: 0.5631 d3.loss_cls: 0.5903, d3.loss_bbox: 0.5953 d4.loss_cls: 0.5829, d4.loss_bbox: 0.5605, loss: 4.7750, grad_norm: 50.5768
2024-03-24 20:30:06,534 - my_logger - INFO - 2024-03-27 16:45:02,000 - mmdet - INFO - Epoch [29][2950/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3611, loss_bbox: 0.4135, d0.loss_cls: 0.3219, d0.loss_bbox: 0.3374 d1.loss_cls: 0.3736, d1.loss_bbox: 0.5070 d2.loss_cls: 0.3845, d2.loss_bbox: 0.4726 d3.loss_cls: 0.3819, d3.loss_bbox: 0.5428 d4.loss_cls: 0.3961, d4.loss_bbox: 0.4865, loss: 4.5352, grad_norm: 58.5145
2024-03-24 20:30:06,534 - my_logger - INFO - 2024-03-27 16:47:02,000 - mmdet - INFO - Epoch [29][3000/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5240, loss_bbox: 0.5820, d0.loss_cls: 0.4927, d0.loss_bbox: 0.5488 d1.loss_cls: 0.3959, d1.loss_bbox: 0.5600 d2.loss_cls: 0.5342, d2.loss_bbox: 0.4050 d3.loss_cls: 0.5807, d3.loss_bbox: 0.4807 d4.loss_cls: 0.4724, d4.loss_bbox: 0.3793, loss: 4.6753, grad_norm: 51.9001
2024-03-24 20:30:06,534 - my_logger - INFO - 2024-03-27 16:49:02,000 - mmdet - INFO - Epoch [29][3050/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5879, loss_bbox: 0.5909, d0.loss_cls: 0.5576, d0.loss_bbox: 0.3635 d1.loss_cls: 0.4673, d1.loss_bbox: 0.5766 d2.loss_cls: 0.4474, d2.loss_bbox: 0.3531 d3.loss_cls: 0.3182, d3.loss_bbox: 0.5793 d4.loss_cls: 0.5075, d4.loss_bbox: 0.3060, loss: 4.9766, grad_norm: 54.9650
2024-03-24 20:30:06,535 - my_logger - INFO - 2024-03-27 16:51:02,000 - mmdet - INFO - Epoch [29][3100/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3512, loss_bbox: 0.4745, d0.loss_cls: 0.4049, d0.loss_bbox: 0.4982 d1.loss_cls: 0.5161, d1.loss_bbox: 0.3904 d2.loss_cls: 0.3235, d2.loss_bbox: 0.3135 d3.loss_cls: 0.4057, d3.loss_bbox: 0.3116 d4.loss_cls: 0.3738, d4.loss_bbox: 0.4078, loss: 4.2445, grad_norm: 54.1750
2024-03-24 20:30:06,535 - my_logger - INFO - 2024-03-27 16:53:02,000 - mmdet - INFO - Epoch [29][3150/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3104, loss_bbox: 0.4041, d0.loss_cls: 0.5210, d0.loss_bbox: 0.3255 d1.loss_cls: 0.3400, d1.loss_bbox: 0.4345 d2.loss_cls: 0.4106, d2.loss_bbox: 0.4819 d3.loss_cls: 0.5239, d3.loss_bbox: 0.4695 d4.loss_cls: 0.3273, d4.loss_bbox: 0.3800, loss: 3.6277, grad_norm: 58.3025
2024-03-24 20:30:06,536 - my_logger - INFO - 2024-03-27 16:55:02,000 - mmdet - INFO - Epoch [29][3200/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5982, loss_bbox: 0.5109, d0.loss_cls: 0.5496, d0.loss_bbox: 0.5926 d1.loss_cls: 0.3951, d1.loss_bbox: 0.5484 d2.loss_cls: 0.4380, d2.loss_bbox: 0.3636 d3.loss_cls: 0.3433, d3.loss_bbox: 0.4250 d4.loss_cls: 0.3131, d4.loss_bbox: 0.3655, loss: 4.5568, grad_norm: 53.3180
2024-03-24 20:30:06,536 - my_logger - INFO - 2024-03-27 16:57:02,000 - mmdet - INFO - Epoch [29][3250/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2644, loss_bbox: 0.3579, d0.loss_cls: 0.5721, d0.loss_bbox: 0.5756 d1.loss_cls: 0.5862, d1.loss_bbox: 0.5146 d2.loss_cls: 0.4298, d2.loss_bbox: 0.3966 d3.loss_cls: 0.3378, d3.loss_bbox: 0.5069 d4.loss_cls: 0.4123, d4.loss_bbox: 0.4455, loss: 4.1350, grad_norm: 51.0719
2024-03-24 20:30:06,536 - my_logger - INFO - 2024-03-27 16:59:02,000 - mmdet - INFO - Epoch [29][3300/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2570, loss_bbox: 0.4072, d0.loss_cls: 0.4056, d0.loss_bbox: 0.3512 d1.loss_cls: 0.5341, d1.loss_bbox: 0.5806 d2.loss_cls: 0.4026, d2.loss_bbox: 0.4583 d3.loss_cls: 0.3778, d3.loss_bbox: 0.5019 d4.loss_cls: 0.3861, d4.loss_bbox: 0.3705, loss: 3.6176, grad_norm: 57.9499
2024-03-24 20:30:06,537 - my_logger - INFO - 2024-03-27 17:01:02,000 - mmdet - INFO - Epoch [29][3350/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2780, loss_bbox: 0.3805, d0.loss_cls: 0.4086, d0.loss_bbox: 0.3714 d1.loss_cls: 0.4823, d1.loss_bbox: 0.3785 d2.loss_cls: 0.5214, d2.loss_bbox: 0.3510 d3.loss_cls: 0.4929, d3.loss_bbox: 0.5306 d4.loss_cls: 0.4586, d4.loss_bbox: 0.4528, loss: 4.5420, grad_norm: 53.3267
2024-03-24 20:30:06,537 - my_logger - INFO - 2024-03-27 17:03:02,000 - mmdet - INFO - Epoch [29][3400/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3862, loss_bbox: 0.5816, d0.loss_cls: 0.3880, d0.loss_bbox: 0.4580 d1.loss_cls: 0.4188, d1.loss_bbox: 0.3573 d2.loss_cls: 0.5403, d2.loss_bbox: 0.3666 d3.loss_cls: 0.5016, d3.loss_bbox: 0.5550 d4.loss_cls: 0.5417, d4.loss_bbox: 0.4054, loss: 4.8820, grad_norm: 59.9261
2024-03-24 20:30:06,537 - my_logger - INFO - 2024-03-27 17:05:02,000 - mmdet - INFO - Epoch [29][3450/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2887, loss_bbox: 0.3356, d0.loss_cls: 0.5242, d0.loss_bbox: 0.5242 d1.loss_cls: 0.3715, d1.loss_bbox: 0.5534 d2.loss_cls: 0.3276, d2.loss_bbox: 0.4392 d3.loss_cls: 0.3163, d3.loss_bbox: 0.5887 d4.loss_cls: 0.4540, d4.loss_bbox: 0.4508, loss: 3.8002, grad_norm: 57.4750
2024-03-24 20:30:06,538 - my_logger - INFO - 2024-03-27 17:07:02,000 - mmdet - INFO - Epoch [29][3500/3517][Batch size: 50]	lr: 1.333e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5267, loss_bbox: 0.3234, d0.loss_cls: 0.3225, d0.loss_bbox: 0.3190 d1.loss_cls: 0.3215, d1.loss_bbox: 0.3896 d2.loss_cls: 0.4673, d2.loss_bbox: 0.3069 d3.loss_cls: 0.4026, d3.loss_bbox: 0.3735 d4.loss_cls: 0.3566, d4.loss_bbox: 0.3232, loss: 4.3988, grad_norm: 50.5918
2024-03-24 20:30:06,538 - my_logger - INFO - 2024-03-27 17:09:02,000 - mmdet - INFO - Epoch [30][0/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3145, loss_bbox: 0.4583, d0.loss_cls: 0.4020, d0.loss_bbox: 0.5681 d1.loss_cls: 0.3071, d1.loss_bbox: 0.4630 d2.loss_cls: 0.3550, d2.loss_bbox: 0.4463 d3.loss_cls: 0.4936, d3.loss_bbox: 0.3143 d4.loss_cls: 0.5407, d4.loss_bbox: 0.3071, loss: 3.7406, grad_norm: 52.3269
2024-03-24 20:30:06,538 - my_logger - INFO - 2024-03-27 17:11:02,000 - mmdet - INFO - Epoch [30][50/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2813, loss_bbox: 0.4780, d0.loss_cls: 0.5690, d0.loss_bbox: 0.4147 d1.loss_cls: 0.4580, d1.loss_bbox: 0.3418 d2.loss_cls: 0.3268, d2.loss_bbox: 0.3203 d3.loss_cls: 0.4946, d3.loss_bbox: 0.5503 d4.loss_cls: 0.4064, d4.loss_bbox: 0.5892, loss: 4.7924, grad_norm: 56.7884
2024-03-24 20:30:06,539 - my_logger - INFO - 2024-03-27 17:13:02,000 - mmdet - INFO - Epoch [30][100/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4008, loss_bbox: 0.5214, d0.loss_cls: 0.3843, d0.loss_bbox: 0.4600 d1.loss_cls: 0.5396, d1.loss_bbox: 0.5395 d2.loss_cls: 0.4392, d2.loss_bbox: 0.3447 d3.loss_cls: 0.3452, d3.loss_bbox: 0.3593 d4.loss_cls: 0.4062, d4.loss_bbox: 0.4840, loss: 3.5683, grad_norm: 51.1095
2024-03-24 20:30:06,539 - my_logger - INFO - 2024-03-27 17:15:02,000 - mmdet - INFO - Epoch [30][150/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4559, loss_bbox: 0.3901, d0.loss_cls: 0.3069, d0.loss_bbox: 0.5663 d1.loss_cls: 0.3210, d1.loss_bbox: 0.3353 d2.loss_cls: 0.3525, d2.loss_bbox: 0.3151 d3.loss_cls: 0.3023, d3.loss_bbox: 0.4343 d4.loss_cls: 0.4779, d4.loss_bbox: 0.4762, loss: 4.7065, grad_norm: 58.9872
2024-03-24 20:30:06,540 - my_logger - INFO - 2024-03-27 17:17:02,000 - mmdet - INFO - Epoch [30][200/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3684, loss_bbox: 0.5749, d0.loss_cls: 0.3448, d0.loss_bbox: 0.4466 d1.loss_cls: 0.5830, d1.loss_bbox: 0.3090 d2.loss_cls: 0.3954, d2.loss_bbox: 0.5213 d3.loss_cls: 0.4298, d3.loss_bbox: 0.4579 d4.loss_cls: 0.5255, d4.loss_bbox: 0.3972, loss: 4.0488, grad_norm: 54.0855
2024-03-24 20:30:06,546 - my_logger - INFO - 2024-03-27 17:19:02,000 - mmdet - INFO - Epoch [30][250/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5748, loss_bbox: 0.4961, d0.loss_cls: 0.5394, d0.loss_bbox: 0.3159 d1.loss_cls: 0.5771, d1.loss_bbox: 0.5547 d2.loss_cls: 0.3512, d2.loss_bbox: 0.5521 d3.loss_cls: 0.3497, d3.loss_bbox: 0.4501 d4.loss_cls: 0.3985, d4.loss_bbox: 0.3015, loss: 3.9653, grad_norm: 53.7406
2024-03-24 20:30:06,546 - my_logger - INFO - 2024-03-27 17:21:02,000 - mmdet - INFO - Epoch [30][300/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5561, loss_bbox: 0.4185, d0.loss_cls: 0.5849, d0.loss_bbox: 0.5148 d1.loss_cls: 0.3203, d1.loss_bbox: 0.4053 d2.loss_cls: 0.5293, d2.loss_bbox: 0.5949 d3.loss_cls: 0.4655, d3.loss_bbox: 0.5145 d4.loss_cls: 0.5168, d4.loss_bbox: 0.5191, loss: 3.6833, grad_norm: 56.9126
2024-03-24 20:30:06,547 - my_logger - INFO - 2024-03-27 17:23:02,000 - mmdet - INFO - Epoch [30][350/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5305, loss_bbox: 0.4355, d0.loss_cls: 0.4151, d0.loss_bbox: 0.3722 d1.loss_cls: 0.5656, d1.loss_bbox: 0.5926 d2.loss_cls: 0.5412, d2.loss_bbox: 0.4862 d3.loss_cls: 0.3625, d3.loss_bbox: 0.5431 d4.loss_cls: 0.4005, d4.loss_bbox: 0.3083, loss: 3.7467, grad_norm: 50.2663
2024-03-24 20:30:06,547 - my_logger - INFO - 2024-03-27 17:25:02,000 - mmdet - INFO - Epoch [30][400/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4360, loss_bbox: 0.5903, d0.loss_cls: 0.3995, d0.loss_bbox: 0.3707 d1.loss_cls: 0.4290, d1.loss_bbox: 0.3943 d2.loss_cls: 0.5274, d2.loss_bbox: 0.4339 d3.loss_cls: 0.3421, d3.loss_bbox: 0.4941 d4.loss_cls: 0.3020, d4.loss_bbox: 0.3844, loss: 4.4824, grad_norm: 54.0027
2024-03-24 20:30:06,548 - my_logger - INFO - 2024-03-27 17:27:02,000 - mmdet - INFO - Epoch [30][450/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5276, loss_bbox: 0.5154, d0.loss_cls: 0.4975, d0.loss_bbox: 0.4029 d1.loss_cls: 0.5204, d1.loss_bbox: 0.4131 d2.loss_cls: 0.5419, d2.loss_bbox: 0.5106 d3.loss_cls: 0.3517, d3.loss_bbox: 0.5492 d4.loss_cls: 0.4350, d4.loss_bbox: 0.3924, loss: 4.7653, grad_norm: 53.8614
2024-03-24 20:30:06,548 - my_logger - INFO - 2024-03-27 17:29:02,000 - mmdet - INFO - Epoch [30][500/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4039, loss_bbox: 0.3664, d0.loss_cls: 0.3004, d0.loss_bbox: 0.3958 d1.loss_cls: 0.4077, d1.loss_bbox: 0.5614 d2.loss_cls: 0.3393, d2.loss_bbox: 0.3139 d3.loss_cls: 0.3819, d3.loss_bbox: 0.5753 d4.loss_cls: 0.3410, d4.loss_bbox: 0.5367, loss: 4.1713, grad_norm: 50.1195
2024-03-24 20:30:06,548 - my_logger - INFO - 2024-03-27 17:31:02,000 - mmdet - INFO - Epoch [30][550/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4667, loss_bbox: 0.4463, d0.loss_cls: 0.5962, d0.loss_bbox: 0.4240 d1.loss_cls: 0.3964, d1.loss_bbox: 0.4918 d2.loss_cls: 0.5323, d2.loss_bbox: 0.4273 d3.loss_cls: 0.3250, d3.loss_bbox: 0.3531 d4.loss_cls: 0.4179, d4.loss_bbox: 0.5276, loss: 4.0241, grad_norm: 55.4803
2024-03-24 20:30:06,549 - my_logger - INFO - 2024-03-27 17:33:02,000 - mmdet - INFO - Epoch [30][600/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5335, loss_bbox: 0.4976, d0.loss_cls: 0.3938, d0.loss_bbox: 0.3944 d1.loss_cls: 0.3681, d1.loss_bbox: 0.4474 d2.loss_cls: 0.4353, d2.loss_bbox: 0.5006 d3.loss_cls: 0.3202, d3.loss_bbox: 0.4622 d4.loss_cls: 0.3736, d4.loss_bbox: 0.3150, loss: 4.0634, grad_norm: 51.3113
2024-03-24 20:30:06,549 - my_logger - INFO - 2024-03-27 17:35:02,000 - mmdet - INFO - Epoch [30][650/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3359, loss_bbox: 0.4681, d0.loss_cls: 0.4105, d0.loss_bbox: 0.3792 d1.loss_cls: 0.5338, d1.loss_bbox: 0.3443 d2.loss_cls: 0.5062, d2.loss_bbox: 0.3389 d3.loss_cls: 0.4814, d3.loss_bbox: 0.4149 d4.loss_cls: 0.4432, d4.loss_bbox: 0.5236, loss: 4.3315, grad_norm: 58.7386
2024-03-24 20:30:06,549 - my_logger - INFO - 2024-03-27 17:37:02,000 - mmdet - INFO - Epoch [30][700/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3184, loss_bbox: 0.4148, d0.loss_cls: 0.5098, d0.loss_bbox: 0.4090 d1.loss_cls: 0.3371, d1.loss_bbox: 0.4014 d2.loss_cls: 0.5372, d2.loss_bbox: 0.4422 d3.loss_cls: 0.5676, d3.loss_bbox: 0.3233 d4.loss_cls: 0.4174, d4.loss_bbox: 0.4042, loss: 4.2219, grad_norm: 54.2332
2024-03-24 20:30:06,550 - my_logger - INFO - 2024-03-27 17:39:02,000 - mmdet - INFO - Epoch [30][750/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3877, loss_bbox: 0.4553, d0.loss_cls: 0.4893, d0.loss_bbox: 0.4750 d1.loss_cls: 0.4764, d1.loss_bbox: 0.3474 d2.loss_cls: 0.3590, d2.loss_bbox: 0.4480 d3.loss_cls: 0.3718, d3.loss_bbox: 0.5543 d4.loss_cls: 0.4665, d4.loss_bbox: 0.4480, loss: 4.8107, grad_norm: 57.5581
2024-03-24 20:30:06,550 - my_logger - INFO - 2024-03-27 17:41:02,000 - mmdet - INFO - Epoch [30][800/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5526, loss_bbox: 0.3128, d0.loss_cls: 0.5742, d0.loss_bbox: 0.5247 d1.loss_cls: 0.3533, d1.loss_bbox: 0.5768 d2.loss_cls: 0.4765, d2.loss_bbox: 0.3164 d3.loss_cls: 0.3125, d3.loss_bbox: 0.3860 d4.loss_cls: 0.3109, d4.loss_bbox: 0.5781, loss: 4.9606, grad_norm: 59.2173
2024-03-24 20:30:06,551 - my_logger - INFO - 2024-03-27 17:43:02,000 - mmdet - INFO - Epoch [30][850/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2810, loss_bbox: 0.5680, d0.loss_cls: 0.3151, d0.loss_bbox: 0.3265 d1.loss_cls: 0.5854, d1.loss_bbox: 0.3806 d2.loss_cls: 0.5919, d2.loss_bbox: 0.3521 d3.loss_cls: 0.4712, d3.loss_bbox: 0.4476 d4.loss_cls: 0.4990, d4.loss_bbox: 0.3044, loss: 4.6659, grad_norm: 57.7262
2024-03-24 20:30:06,551 - my_logger - INFO - 2024-03-27 17:45:02,000 - mmdet - INFO - Epoch [30][900/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5572, loss_bbox: 0.3736, d0.loss_cls: 0.5601, d0.loss_bbox: 0.3590 d1.loss_cls: 0.5160, d1.loss_bbox: 0.4038 d2.loss_cls: 0.5265, d2.loss_bbox: 0.3174 d3.loss_cls: 0.5056, d3.loss_bbox: 0.5650 d4.loss_cls: 0.3726, d4.loss_bbox: 0.3539, loss: 4.8117, grad_norm: 59.8922
2024-03-24 20:30:06,551 - my_logger - INFO - 2024-03-27 17:47:02,000 - mmdet - INFO - Epoch [30][950/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4534, loss_bbox: 0.3644, d0.loss_cls: 0.3974, d0.loss_bbox: 0.5689 d1.loss_cls: 0.3721, d1.loss_bbox: 0.3264 d2.loss_cls: 0.5339, d2.loss_bbox: 0.4886 d3.loss_cls: 0.3682, d3.loss_bbox: 0.5954 d4.loss_cls: 0.3674, d4.loss_bbox: 0.4203, loss: 4.2817, grad_norm: 57.9807
2024-03-24 20:30:06,552 - my_logger - INFO - 2024-03-27 17:49:02,000 - mmdet - INFO - Epoch [30][1000/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4320, loss_bbox: 0.4255, d0.loss_cls: 0.3634, d0.loss_bbox: 0.4965 d1.loss_cls: 0.5696, d1.loss_bbox: 0.3221 d2.loss_cls: 0.4183, d2.loss_bbox: 0.5501 d3.loss_cls: 0.5155, d3.loss_bbox: 0.3252 d4.loss_cls: 0.3312, d4.loss_bbox: 0.4718, loss: 4.9561, grad_norm: 59.1562
2024-03-24 20:30:06,552 - my_logger - INFO - 2024-03-27 17:51:02,000 - mmdet - INFO - Epoch [30][1050/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5745, loss_bbox: 0.3302, d0.loss_cls: 0.3599, d0.loss_bbox: 0.4222 d1.loss_cls: 0.3848, d1.loss_bbox: 0.4262 d2.loss_cls: 0.5920, d2.loss_bbox: 0.3165 d3.loss_cls: 0.5997, d3.loss_bbox: 0.3402 d4.loss_cls: 0.4493, d4.loss_bbox: 0.4312, loss: 3.6155, grad_norm: 56.4378
2024-03-24 20:30:06,553 - my_logger - INFO - 2024-03-27 17:53:02,000 - mmdet - INFO - Epoch [30][1100/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4572, loss_bbox: 0.3271, d0.loss_cls: 0.4333, d0.loss_bbox: 0.3519 d1.loss_cls: 0.4030, d1.loss_bbox: 0.3646 d2.loss_cls: 0.3379, d2.loss_bbox: 0.3998 d3.loss_cls: 0.4387, d3.loss_bbox: 0.3209 d4.loss_cls: 0.4511, d4.loss_bbox: 0.3518, loss: 4.0488, grad_norm: 50.1357
2024-03-24 20:30:06,553 - my_logger - INFO - 2024-03-27 17:55:02,000 - mmdet - INFO - Epoch [30][1150/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5503, loss_bbox: 0.3630, d0.loss_cls: 0.3131, d0.loss_bbox: 0.4715 d1.loss_cls: 0.3566, d1.loss_bbox: 0.4091 d2.loss_cls: 0.4494, d2.loss_bbox: 0.3092 d3.loss_cls: 0.5969, d3.loss_bbox: 0.5970 d4.loss_cls: 0.5093, d4.loss_bbox: 0.3471, loss: 4.2319, grad_norm: 50.1203
2024-03-24 20:30:06,554 - my_logger - INFO - 2024-03-27 17:57:02,000 - mmdet - INFO - Epoch [30][1200/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2941, loss_bbox: 0.3935, d0.loss_cls: 0.3204, d0.loss_bbox: 0.3641 d1.loss_cls: 0.4669, d1.loss_bbox: 0.3213 d2.loss_cls: 0.4842, d2.loss_bbox: 0.4876 d3.loss_cls: 0.5122, d3.loss_bbox: 0.4895 d4.loss_cls: 0.3289, d4.loss_bbox: 0.4626, loss: 4.6180, grad_norm: 58.0581
2024-03-24 20:30:06,554 - my_logger - INFO - 2024-03-27 17:59:02,000 - mmdet - INFO - Epoch [30][1250/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3555, loss_bbox: 0.4181, d0.loss_cls: 0.3470, d0.loss_bbox: 0.4077 d1.loss_cls: 0.3575, d1.loss_bbox: 0.3977 d2.loss_cls: 0.5131, d2.loss_bbox: 0.3451 d3.loss_cls: 0.4366, d3.loss_bbox: 0.3470 d4.loss_cls: 0.4861, d4.loss_bbox: 0.4278, loss: 4.3904, grad_norm: 50.1424
2024-03-24 20:30:06,554 - my_logger - INFO - 2024-03-27 18:01:02,000 - mmdet - INFO - Epoch [30][1300/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5373, loss_bbox: 0.4653, d0.loss_cls: 0.4794, d0.loss_bbox: 0.4890 d1.loss_cls: 0.4250, d1.loss_bbox: 0.4332 d2.loss_cls: 0.5701, d2.loss_bbox: 0.4811 d3.loss_cls: 0.4600, d3.loss_bbox: 0.4144 d4.loss_cls: 0.3751, d4.loss_bbox: 0.5276, loss: 3.6428, grad_norm: 52.3817
2024-03-24 20:30:06,555 - my_logger - INFO - 2024-03-27 18:03:02,000 - mmdet - INFO - Epoch [30][1350/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5510, loss_bbox: 0.3433, d0.loss_cls: 0.5584, d0.loss_bbox: 0.4756 d1.loss_cls: 0.5822, d1.loss_bbox: 0.4076 d2.loss_cls: 0.3241, d2.loss_bbox: 0.4474 d3.loss_cls: 0.5495, d3.loss_bbox: 0.3577 d4.loss_cls: 0.5139, d4.loss_bbox: 0.4265, loss: 3.9018, grad_norm: 59.9175
2024-03-24 20:30:06,555 - my_logger - INFO - 2024-03-27 18:05:02,000 - mmdet - INFO - Epoch [30][1400/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5986, loss_bbox: 0.5178, d0.loss_cls: 0.4775, d0.loss_bbox: 0.4250 d1.loss_cls: 0.3317, d1.loss_bbox: 0.4720 d2.loss_cls: 0.3933, d2.loss_bbox: 0.3548 d3.loss_cls: 0.3661, d3.loss_bbox: 0.5340 d4.loss_cls: 0.4090, d4.loss_bbox: 0.5972, loss: 3.7455, grad_norm: 51.9077
2024-03-24 20:30:06,556 - my_logger - INFO - 2024-03-27 18:07:02,000 - mmdet - INFO - Epoch [30][1450/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4614, loss_bbox: 0.4414, d0.loss_cls: 0.5366, d0.loss_bbox: 0.3509 d1.loss_cls: 0.4378, d1.loss_bbox: 0.5602 d2.loss_cls: 0.4406, d2.loss_bbox: 0.4814 d3.loss_cls: 0.5144, d3.loss_bbox: 0.4222 d4.loss_cls: 0.5565, d4.loss_bbox: 0.5753, loss: 4.8937, grad_norm: 56.2002
2024-03-24 20:30:06,563 - my_logger - INFO - 2024-03-27 18:09:02,000 - mmdet - INFO - Epoch [30][1500/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3954, loss_bbox: 0.3840, d0.loss_cls: 0.4385, d0.loss_bbox: 0.4053 d1.loss_cls: 0.3668, d1.loss_bbox: 0.5990 d2.loss_cls: 0.5228, d2.loss_bbox: 0.3851 d3.loss_cls: 0.3400, d3.loss_bbox: 0.3030 d4.loss_cls: 0.3547, d4.loss_bbox: 0.4810, loss: 3.7585, grad_norm: 53.9275
2024-03-24 20:30:06,563 - my_logger - INFO - 2024-03-27 18:11:02,000 - mmdet - INFO - Epoch [30][1550/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2790, loss_bbox: 0.5204, d0.loss_cls: 0.5948, d0.loss_bbox: 0.4046 d1.loss_cls: 0.5708, d1.loss_bbox: 0.5414 d2.loss_cls: 0.5148, d2.loss_bbox: 0.3810 d3.loss_cls: 0.5580, d3.loss_bbox: 0.3212 d4.loss_cls: 0.3373, d4.loss_bbox: 0.5985, loss: 4.4627, grad_norm: 58.5042
2024-03-24 20:30:06,564 - my_logger - INFO - 2024-03-27 18:13:02,000 - mmdet - INFO - Epoch [30][1600/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3979, loss_bbox: 0.4979, d0.loss_cls: 0.4812, d0.loss_bbox: 0.3064 d1.loss_cls: 0.4411, d1.loss_bbox: 0.5442 d2.loss_cls: 0.5702, d2.loss_bbox: 0.3772 d3.loss_cls: 0.4420, d3.loss_bbox: 0.4030 d4.loss_cls: 0.5321, d4.loss_bbox: 0.5561, loss: 4.5209, grad_norm: 55.3300
2024-03-24 20:30:06,564 - my_logger - INFO - 2024-03-27 18:15:02,000 - mmdet - INFO - Epoch [30][1650/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5569, loss_bbox: 0.3708, d0.loss_cls: 0.3540, d0.loss_bbox: 0.4897 d1.loss_cls: 0.4890, d1.loss_bbox: 0.4038 d2.loss_cls: 0.5580, d2.loss_bbox: 0.4398 d3.loss_cls: 0.3515, d3.loss_bbox: 0.4215 d4.loss_cls: 0.4749, d4.loss_bbox: 0.3257, loss: 4.5261, grad_norm: 55.1774
2024-03-24 20:30:06,564 - my_logger - INFO - 2024-03-27 18:17:02,000 - mmdet - INFO - Epoch [30][1700/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4127, loss_bbox: 0.4381, d0.loss_cls: 0.4404, d0.loss_bbox: 0.3013 d1.loss_cls: 0.4956, d1.loss_bbox: 0.3865 d2.loss_cls: 0.4278, d2.loss_bbox: 0.4122 d3.loss_cls: 0.4932, d3.loss_bbox: 0.5946 d4.loss_cls: 0.5975, d4.loss_bbox: 0.4098, loss: 4.5703, grad_norm: 53.0835
2024-03-24 20:30:06,565 - my_logger - INFO - 2024-03-27 18:19:02,000 - mmdet - INFO - Epoch [30][1750/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5189, loss_bbox: 0.5889, d0.loss_cls: 0.5065, d0.loss_bbox: 0.3499 d1.loss_cls: 0.5340, d1.loss_bbox: 0.5665 d2.loss_cls: 0.5424, d2.loss_bbox: 0.3249 d3.loss_cls: 0.5927, d3.loss_bbox: 0.5064 d4.loss_cls: 0.5094, d4.loss_bbox: 0.5609, loss: 3.5192, grad_norm: 55.5053
2024-03-24 20:30:06,565 - my_logger - INFO - 2024-03-27 18:21:02,000 - mmdet - INFO - Epoch [30][1800/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4411, loss_bbox: 0.3884, d0.loss_cls: 0.3470, d0.loss_bbox: 0.3654 d1.loss_cls: 0.3679, d1.loss_bbox: 0.4193 d2.loss_cls: 0.4789, d2.loss_bbox: 0.4909 d3.loss_cls: 0.4018, d3.loss_bbox: 0.5257 d4.loss_cls: 0.4306, d4.loss_bbox: 0.5636, loss: 4.2874, grad_norm: 57.4949
2024-03-24 20:30:06,565 - my_logger - INFO - 2024-03-27 18:23:02,000 - mmdet - INFO - Epoch [30][1850/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4250, loss_bbox: 0.4463, d0.loss_cls: 0.3736, d0.loss_bbox: 0.5105 d1.loss_cls: 0.4864, d1.loss_bbox: 0.4751 d2.loss_cls: 0.4280, d2.loss_bbox: 0.3995 d3.loss_cls: 0.3680, d3.loss_bbox: 0.5654 d4.loss_cls: 0.5765, d4.loss_bbox: 0.4940, loss: 3.9952, grad_norm: 56.5995
2024-03-24 20:30:06,566 - my_logger - INFO - 2024-03-27 18:25:02,000 - mmdet - INFO - Epoch [30][1900/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5379, loss_bbox: 0.4078, d0.loss_cls: 0.4635, d0.loss_bbox: 0.5204 d1.loss_cls: 0.4783, d1.loss_bbox: 0.3027 d2.loss_cls: 0.4683, d2.loss_bbox: 0.4313 d3.loss_cls: 0.4404, d3.loss_bbox: 0.3058 d4.loss_cls: 0.3895, d4.loss_bbox: 0.5365, loss: 3.9636, grad_norm: 54.3548
2024-03-24 20:30:06,566 - my_logger - INFO - 2024-03-27 18:27:02,000 - mmdet - INFO - Epoch [30][1950/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5860, loss_bbox: 0.4782, d0.loss_cls: 0.3809, d0.loss_bbox: 0.5733 d1.loss_cls: 0.5471, d1.loss_bbox: 0.3672 d2.loss_cls: 0.5195, d2.loss_bbox: 0.5397 d3.loss_cls: 0.3767, d3.loss_bbox: 0.4635 d4.loss_cls: 0.4387, d4.loss_bbox: 0.5937, loss: 4.6413, grad_norm: 51.7412
2024-03-24 20:30:06,567 - my_logger - INFO - 2024-03-27 18:29:02,000 - mmdet - INFO - Epoch [30][2000/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3479, loss_bbox: 0.5246, d0.loss_cls: 0.5146, d0.loss_bbox: 0.5043 d1.loss_cls: 0.5472, d1.loss_bbox: 0.4052 d2.loss_cls: 0.4367, d2.loss_bbox: 0.3252 d3.loss_cls: 0.3405, d3.loss_bbox: 0.3044 d4.loss_cls: 0.3082, d4.loss_bbox: 0.5737, loss: 3.7561, grad_norm: 53.8769
2024-03-24 20:30:06,567 - my_logger - INFO - 2024-03-27 18:31:02,000 - mmdet - INFO - Epoch [30][2050/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4855, loss_bbox: 0.3941, d0.loss_cls: 0.3808, d0.loss_bbox: 0.5656 d1.loss_cls: 0.5942, d1.loss_bbox: 0.5315 d2.loss_cls: 0.3699, d2.loss_bbox: 0.5005 d3.loss_cls: 0.3934, d3.loss_bbox: 0.3977 d4.loss_cls: 0.3673, d4.loss_bbox: 0.4413, loss: 3.9675, grad_norm: 50.9630
2024-03-24 20:30:06,569 - my_logger - INFO - 2024-03-27 18:33:02,000 - mmdet - INFO - Epoch [30][2100/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5940, loss_bbox: 0.5569, d0.loss_cls: 0.4679, d0.loss_bbox: 0.3127 d1.loss_cls: 0.5259, d1.loss_bbox: 0.5820 d2.loss_cls: 0.5083, d2.loss_bbox: 0.3844 d3.loss_cls: 0.5053, d3.loss_bbox: 0.3747 d4.loss_cls: 0.3070, d4.loss_bbox: 0.5111, loss: 3.5117, grad_norm: 53.1677
2024-03-24 20:30:06,570 - my_logger - INFO - 2024-03-27 18:35:02,000 - mmdet - INFO - Epoch [30][2150/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3645, loss_bbox: 0.5162, d0.loss_cls: 0.5613, d0.loss_bbox: 0.5935 d1.loss_cls: 0.4354, d1.loss_bbox: 0.3335 d2.loss_cls: 0.5121, d2.loss_bbox: 0.5855 d3.loss_cls: 0.4219, d3.loss_bbox: 0.5288 d4.loss_cls: 0.3319, d4.loss_bbox: 0.5437, loss: 4.7357, grad_norm: 57.1027
2024-03-24 20:30:06,570 - my_logger - INFO - 2024-03-27 18:37:02,000 - mmdet - INFO - Epoch [30][2200/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5433, loss_bbox: 0.4571, d0.loss_cls: 0.3137, d0.loss_bbox: 0.3476 d1.loss_cls: 0.4576, d1.loss_bbox: 0.5556 d2.loss_cls: 0.3082, d2.loss_bbox: 0.3921 d3.loss_cls: 0.4205, d3.loss_bbox: 0.5001 d4.loss_cls: 0.5836, d4.loss_bbox: 0.5055, loss: 4.6156, grad_norm: 59.6983
2024-03-24 20:30:06,570 - my_logger - INFO - 2024-03-27 18:39:02,000 - mmdet - INFO - Epoch [30][2250/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5562, loss_bbox: 0.3024, d0.loss_cls: 0.3801, d0.loss_bbox: 0.4142 d1.loss_cls: 0.5337, d1.loss_bbox: 0.3857 d2.loss_cls: 0.3040, d2.loss_bbox: 0.4276 d3.loss_cls: 0.3504, d3.loss_bbox: 0.4380 d4.loss_cls: 0.4233, d4.loss_bbox: 0.4318, loss: 4.8603, grad_norm: 55.0848
2024-03-24 20:30:06,571 - my_logger - INFO - 2024-03-27 18:41:02,000 - mmdet - INFO - Epoch [30][2300/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4040, loss_bbox: 0.4041, d0.loss_cls: 0.4769, d0.loss_bbox: 0.5306 d1.loss_cls: 0.3190, d1.loss_bbox: 0.5273 d2.loss_cls: 0.4726, d2.loss_bbox: 0.3598 d3.loss_cls: 0.3723, d3.loss_bbox: 0.5690 d4.loss_cls: 0.3931, d4.loss_bbox: 0.4132, loss: 4.2685, grad_norm: 54.2359
2024-03-24 20:30:06,571 - my_logger - INFO - 2024-03-27 18:43:02,000 - mmdet - INFO - Epoch [30][2350/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3258, loss_bbox: 0.5295, d0.loss_cls: 0.3250, d0.loss_bbox: 0.3102 d1.loss_cls: 0.5093, d1.loss_bbox: 0.4929 d2.loss_cls: 0.5233, d2.loss_bbox: 0.3150 d3.loss_cls: 0.4812, d3.loss_bbox: 0.3115 d4.loss_cls: 0.3954, d4.loss_bbox: 0.4636, loss: 3.7307, grad_norm: 50.1534
2024-03-24 20:30:06,572 - my_logger - INFO - 2024-03-27 18:45:02,000 - mmdet - INFO - Epoch [30][2400/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5713, loss_bbox: 0.4821, d0.loss_cls: 0.3299, d0.loss_bbox: 0.4473 d1.loss_cls: 0.4226, d1.loss_bbox: 0.5153 d2.loss_cls: 0.4577, d2.loss_bbox: 0.4794 d3.loss_cls: 0.4148, d3.loss_bbox: 0.4592 d4.loss_cls: 0.3556, d4.loss_bbox: 0.4369, loss: 4.9304, grad_norm: 52.9937
2024-03-24 20:30:06,572 - my_logger - INFO - 2024-03-27 18:47:02,000 - mmdet - INFO - Epoch [30][2450/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4200, loss_bbox: 0.5800, d0.loss_cls: 0.3592, d0.loss_bbox: 0.4918 d1.loss_cls: 0.5253, d1.loss_bbox: 0.5024 d2.loss_cls: 0.4519, d2.loss_bbox: 0.3258 d3.loss_cls: 0.3972, d3.loss_bbox: 0.4795 d4.loss_cls: 0.3399, d4.loss_bbox: 0.5250, loss: 4.2033, grad_norm: 55.5176
2024-03-24 20:30:06,572 - my_logger - INFO - 2024-03-27 18:49:02,000 - mmdet - INFO - Epoch [30][2500/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5293, loss_bbox: 0.3373, d0.loss_cls: 0.4157, d0.loss_bbox: 0.4748 d1.loss_cls: 0.4049, d1.loss_bbox: 0.4698 d2.loss_cls: 0.3955, d2.loss_bbox: 0.5442 d3.loss_cls: 0.4636, d3.loss_bbox: 0.5708 d4.loss_cls: 0.3623, d4.loss_bbox: 0.4465, loss: 4.1216, grad_norm: 52.4098
2024-03-24 20:30:06,573 - my_logger - INFO - 2024-03-27 18:51:02,000 - mmdet - INFO - Epoch [30][2550/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4775, loss_bbox: 0.5136, d0.loss_cls: 0.4504, d0.loss_bbox: 0.4738 d1.loss_cls: 0.3141, d1.loss_bbox: 0.5894 d2.loss_cls: 0.4038, d2.loss_bbox: 0.3416 d3.loss_cls: 0.5259, d3.loss_bbox: 0.4632 d4.loss_cls: 0.4182, d4.loss_bbox: 0.3441, loss: 3.5898, grad_norm: 57.1925
2024-03-24 20:30:06,573 - my_logger - INFO - 2024-03-27 18:53:02,000 - mmdet - INFO - Epoch [30][2600/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5466, loss_bbox: 0.4865, d0.loss_cls: 0.4710, d0.loss_bbox: 0.4815 d1.loss_cls: 0.4471, d1.loss_bbox: 0.5086 d2.loss_cls: 0.4017, d2.loss_bbox: 0.3972 d3.loss_cls: 0.4264, d3.loss_bbox: 0.4125 d4.loss_cls: 0.3064, d4.loss_bbox: 0.5308, loss: 4.4356, grad_norm: 50.8456
2024-03-24 20:30:06,574 - my_logger - INFO - 2024-03-27 18:55:02,000 - mmdet - INFO - Epoch [30][2650/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5527, loss_bbox: 0.4771, d0.loss_cls: 0.3721, d0.loss_bbox: 0.3525 d1.loss_cls: 0.4145, d1.loss_bbox: 0.3078 d2.loss_cls: 0.4626, d2.loss_bbox: 0.4104 d3.loss_cls: 0.3690, d3.loss_bbox: 0.5388 d4.loss_cls: 0.3227, d4.loss_bbox: 0.3141, loss: 4.5627, grad_norm: 56.3061
2024-03-24 20:30:06,574 - my_logger - INFO - 2024-03-27 18:57:02,000 - mmdet - INFO - Epoch [30][2700/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5922, loss_bbox: 0.4877, d0.loss_cls: 0.5109, d0.loss_bbox: 0.5658 d1.loss_cls: 0.4236, d1.loss_bbox: 0.4815 d2.loss_cls: 0.3915, d2.loss_bbox: 0.4749 d3.loss_cls: 0.4744, d3.loss_bbox: 0.4873 d4.loss_cls: 0.5614, d4.loss_bbox: 0.5343, loss: 4.8524, grad_norm: 52.0081
2024-03-24 20:30:06,574 - my_logger - INFO - 2024-03-27 18:59:02,000 - mmdet - INFO - Epoch [30][2750/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5770, loss_bbox: 0.4532, d0.loss_cls: 0.3973, d0.loss_bbox: 0.5948 d1.loss_cls: 0.5509, d1.loss_bbox: 0.4591 d2.loss_cls: 0.4571, d2.loss_bbox: 0.4461 d3.loss_cls: 0.3568, d3.loss_bbox: 0.4811 d4.loss_cls: 0.4276, d4.loss_bbox: 0.5870, loss: 4.2763, grad_norm: 50.0531
2024-03-24 20:30:06,575 - my_logger - INFO - 2024-03-27 19:01:02,000 - mmdet - INFO - Epoch [30][2800/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4565, loss_bbox: 0.4985, d0.loss_cls: 0.4131, d0.loss_bbox: 0.3915 d1.loss_cls: 0.3205, d1.loss_bbox: 0.5608 d2.loss_cls: 0.3602, d2.loss_bbox: 0.3763 d3.loss_cls: 0.5473, d3.loss_bbox: 0.4704 d4.loss_cls: 0.3804, d4.loss_bbox: 0.4303, loss: 4.2305, grad_norm: 55.4111
2024-03-24 20:30:06,575 - my_logger - INFO - 2024-03-27 19:03:02,000 - mmdet - INFO - Epoch [30][2850/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2719, loss_bbox: 0.4797, d0.loss_cls: 0.5670, d0.loss_bbox: 0.5851 d1.loss_cls: 0.3200, d1.loss_bbox: 0.3973 d2.loss_cls: 0.5244, d2.loss_bbox: 0.4527 d3.loss_cls: 0.5595, d3.loss_bbox: 0.3538 d4.loss_cls: 0.3979, d4.loss_bbox: 0.3876, loss: 4.8206, grad_norm: 59.4570
2024-03-24 20:30:06,576 - my_logger - INFO - 2024-03-27 19:05:02,000 - mmdet - INFO - Epoch [30][2900/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4640, loss_bbox: 0.3478, d0.loss_cls: 0.4498, d0.loss_bbox: 0.3868 d1.loss_cls: 0.5956, d1.loss_bbox: 0.3585 d2.loss_cls: 0.3041, d2.loss_bbox: 0.4627 d3.loss_cls: 0.3732, d3.loss_bbox: 0.4628 d4.loss_cls: 0.4846, d4.loss_bbox: 0.4232, loss: 3.5189, grad_norm: 54.1747
2024-03-24 20:30:06,576 - my_logger - INFO - 2024-03-27 19:07:02,000 - mmdet - INFO - Epoch [30][2950/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2669, loss_bbox: 0.5614, d0.loss_cls: 0.4564, d0.loss_bbox: 0.5632 d1.loss_cls: 0.5885, d1.loss_bbox: 0.4792 d2.loss_cls: 0.3814, d2.loss_bbox: 0.4971 d3.loss_cls: 0.5786, d3.loss_bbox: 0.5651 d4.loss_cls: 0.4128, d4.loss_bbox: 0.4206, loss: 3.6573, grad_norm: 55.8554
2024-03-24 20:30:06,576 - my_logger - INFO - 2024-03-27 19:09:02,000 - mmdet - INFO - Epoch [30][3000/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5059, loss_bbox: 0.5129, d0.loss_cls: 0.5711, d0.loss_bbox: 0.4722 d1.loss_cls: 0.3032, d1.loss_bbox: 0.3900 d2.loss_cls: 0.5651, d2.loss_bbox: 0.5403 d3.loss_cls: 0.4703, d3.loss_bbox: 0.3030 d4.loss_cls: 0.4783, d4.loss_bbox: 0.3648, loss: 3.9817, grad_norm: 57.2873
2024-03-24 20:30:06,577 - my_logger - INFO - 2024-03-27 19:11:02,000 - mmdet - INFO - Epoch [30][3050/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5526, loss_bbox: 0.5020, d0.loss_cls: 0.5024, d0.loss_bbox: 0.5941 d1.loss_cls: 0.3880, d1.loss_bbox: 0.3362 d2.loss_cls: 0.3528, d2.loss_bbox: 0.5605 d3.loss_cls: 0.5070, d3.loss_bbox: 0.5978 d4.loss_cls: 0.4481, d4.loss_bbox: 0.5015, loss: 3.9136, grad_norm: 55.6969
2024-03-24 20:30:06,577 - my_logger - INFO - 2024-03-27 19:13:02,000 - mmdet - INFO - Epoch [30][3100/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3359, loss_bbox: 0.4757, d0.loss_cls: 0.3287, d0.loss_bbox: 0.5440 d1.loss_cls: 0.5877, d1.loss_bbox: 0.3391 d2.loss_cls: 0.4909, d2.loss_bbox: 0.4418 d3.loss_cls: 0.3037, d3.loss_bbox: 0.4249 d4.loss_cls: 0.4678, d4.loss_bbox: 0.4343, loss: 4.4155, grad_norm: 50.3849
2024-03-24 20:30:06,578 - my_logger - INFO - 2024-03-27 19:15:02,000 - mmdet - INFO - Epoch [30][3150/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5379, loss_bbox: 0.5103, d0.loss_cls: 0.3268, d0.loss_bbox: 0.3385 d1.loss_cls: 0.5219, d1.loss_bbox: 0.3779 d2.loss_cls: 0.4335, d2.loss_bbox: 0.4274 d3.loss_cls: 0.3167, d3.loss_bbox: 0.5691 d4.loss_cls: 0.3545, d4.loss_bbox: 0.5473, loss: 3.8026, grad_norm: 55.1365
2024-03-24 20:30:06,578 - my_logger - INFO - 2024-03-27 19:17:02,000 - mmdet - INFO - Epoch [30][3200/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5571, loss_bbox: 0.3903, d0.loss_cls: 0.4141, d0.loss_bbox: 0.4456 d1.loss_cls: 0.4501, d1.loss_bbox: 0.3769 d2.loss_cls: 0.5640, d2.loss_bbox: 0.3855 d3.loss_cls: 0.4080, d3.loss_bbox: 0.3983 d4.loss_cls: 0.4126, d4.loss_bbox: 0.5906, loss: 4.8581, grad_norm: 56.8733
2024-03-24 20:30:06,579 - my_logger - INFO - 2024-03-27 19:19:02,000 - mmdet - INFO - Epoch [30][3250/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3370, loss_bbox: 0.3515, d0.loss_cls: 0.3918, d0.loss_bbox: 0.5877 d1.loss_cls: 0.4983, d1.loss_bbox: 0.3981 d2.loss_cls: 0.4689, d2.loss_bbox: 0.5412 d3.loss_cls: 0.4469, d3.loss_bbox: 0.5155 d4.loss_cls: 0.5773, d4.loss_bbox: 0.4347, loss: 3.6344, grad_norm: 53.8554
2024-03-24 20:30:06,579 - my_logger - INFO - 2024-03-27 19:21:02,000 - mmdet - INFO - Epoch [30][3300/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2620, loss_bbox: 0.3107, d0.loss_cls: 0.3507, d0.loss_bbox: 0.4673 d1.loss_cls: 0.4955, d1.loss_bbox: 0.5167 d2.loss_cls: 0.5119, d2.loss_bbox: 0.3987 d3.loss_cls: 0.3879, d3.loss_bbox: 0.3178 d4.loss_cls: 0.3728, d4.loss_bbox: 0.3221, loss: 4.0554, grad_norm: 56.4757
2024-03-24 20:30:06,579 - my_logger - INFO - 2024-03-27 19:23:02,000 - mmdet - INFO - Epoch [30][3350/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4840, loss_bbox: 0.5783, d0.loss_cls: 0.5330, d0.loss_bbox: 0.3434 d1.loss_cls: 0.3955, d1.loss_bbox: 0.5741 d2.loss_cls: 0.5599, d2.loss_bbox: 0.3443 d3.loss_cls: 0.3116, d3.loss_bbox: 0.3439 d4.loss_cls: 0.5192, d4.loss_bbox: 0.5106, loss: 3.7495, grad_norm: 56.2778
2024-03-24 20:30:06,580 - my_logger - INFO - 2024-03-27 19:25:02,000 - mmdet - INFO - Epoch [30][3400/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3086, loss_bbox: 0.5159, d0.loss_cls: 0.4377, d0.loss_bbox: 0.5976 d1.loss_cls: 0.3589, d1.loss_bbox: 0.4660 d2.loss_cls: 0.3655, d2.loss_bbox: 0.5372 d3.loss_cls: 0.5025, d3.loss_bbox: 0.3208 d4.loss_cls: 0.4159, d4.loss_bbox: 0.5078, loss: 4.8728, grad_norm: 56.7091
2024-03-24 20:30:06,580 - my_logger - INFO - 2024-03-27 19:27:02,000 - mmdet - INFO - Epoch [30][3450/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3999, loss_bbox: 0.3298, d0.loss_cls: 0.4805, d0.loss_bbox: 0.4566 d1.loss_cls: 0.5568, d1.loss_bbox: 0.4836 d2.loss_cls: 0.4498, d2.loss_bbox: 0.4830 d3.loss_cls: 0.5650, d3.loss_bbox: 0.3808 d4.loss_cls: 0.3124, d4.loss_bbox: 0.4802, loss: 4.8215, grad_norm: 52.4123
2024-03-24 20:30:06,581 - my_logger - INFO - 2024-03-27 19:29:02,000 - mmdet - INFO - Epoch [30][3500/3517][Batch size: 50]	lr: 1.267e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3806, loss_bbox: 0.5874, d0.loss_cls: 0.3553, d0.loss_bbox: 0.5876 d1.loss_cls: 0.4122, d1.loss_bbox: 0.4104 d2.loss_cls: 0.4732, d2.loss_bbox: 0.5510 d3.loss_cls: 0.5282, d3.loss_bbox: 0.5267 d4.loss_cls: 0.3001, d4.loss_bbox: 0.5606, loss: 3.8961, grad_norm: 58.6607
2024-03-24 20:30:06,581 - my_logger - INFO - Saving checkpoint at 30 epochs
2024-03-24 20:30:06,581 - my_logger - INFO - Metric NDS: 40.9485
2024-03-24 20:30:06,581 - my_logger - INFO - Metric mAP: 40.3854
2024-03-24 20:30:06,581 - my_logger - INFO - Metric mATE: 0.6610
2024-03-24 20:30:06,582 - my_logger - INFO - Metric mASE: 0.3055
2024-03-24 20:30:06,582 - my_logger - INFO - Metric mAOE: 0.5248
2024-03-24 20:30:06,582 - my_logger - INFO - Metric mAVE: 0.2690
2024-03-24 20:30:06,582 - my_logger - INFO - Metric mAAE: 0.1967
2024-03-24 20:30:06,582 - my_logger - INFO - 2024-03-27 19:31:02,000 - mmdet - INFO - Epoch [31][0/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3475, loss_bbox: 0.4098, d0.loss_cls: 0.3799, d0.loss_bbox: 0.4867 d1.loss_cls: 0.5454, d1.loss_bbox: 0.4854 d2.loss_cls: 0.3483, d2.loss_bbox: 0.3543 d3.loss_cls: 0.4749, d3.loss_bbox: 0.5746 d4.loss_cls: 0.4001, d4.loss_bbox: 0.4648, loss: 3.6264, grad_norm: 51.5219
2024-03-24 20:30:06,583 - my_logger - INFO - 2024-03-27 19:33:02,000 - mmdet - INFO - Epoch [31][50/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4098, loss_bbox: 0.5381, d0.loss_cls: 0.5874, d0.loss_bbox: 0.5027 d1.loss_cls: 0.5396, d1.loss_bbox: 0.3771 d2.loss_cls: 0.5062, d2.loss_bbox: 0.3637 d3.loss_cls: 0.3534, d3.loss_bbox: 0.4553 d4.loss_cls: 0.4859, d4.loss_bbox: 0.3842, loss: 4.3384, grad_norm: 54.9024
2024-03-24 20:30:06,583 - my_logger - INFO - 2024-03-27 19:35:02,000 - mmdet - INFO - Epoch [31][100/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5191, loss_bbox: 0.5575, d0.loss_cls: 0.3327, d0.loss_bbox: 0.4716 d1.loss_cls: 0.3603, d1.loss_bbox: 0.5534 d2.loss_cls: 0.4749, d2.loss_bbox: 0.5812 d3.loss_cls: 0.5411, d3.loss_bbox: 0.4584 d4.loss_cls: 0.3169, d4.loss_bbox: 0.5303, loss: 4.0705, grad_norm: 59.9691
2024-03-24 20:30:06,583 - my_logger - INFO - 2024-03-27 19:37:02,000 - mmdet - INFO - Epoch [31][150/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5376, loss_bbox: 0.4354, d0.loss_cls: 0.5735, d0.loss_bbox: 0.5266 d1.loss_cls: 0.3987, d1.loss_bbox: 0.3304 d2.loss_cls: 0.5755, d2.loss_bbox: 0.4844 d3.loss_cls: 0.5874, d3.loss_bbox: 0.3177 d4.loss_cls: 0.5015, d4.loss_bbox: 0.3430, loss: 4.0590, grad_norm: 59.8767
2024-03-24 20:30:06,584 - my_logger - INFO - 2024-03-27 19:39:02,000 - mmdet - INFO - Epoch [31][200/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5405, loss_bbox: 0.5087, d0.loss_cls: 0.3289, d0.loss_bbox: 0.3382 d1.loss_cls: 0.3701, d1.loss_bbox: 0.4410 d2.loss_cls: 0.4631, d2.loss_bbox: 0.3440 d3.loss_cls: 0.4387, d3.loss_bbox: 0.5043 d4.loss_cls: 0.3419, d4.loss_bbox: 0.5588, loss: 4.0979, grad_norm: 52.6007
2024-03-24 20:30:06,584 - my_logger - INFO - 2024-03-27 19:41:02,000 - mmdet - INFO - Epoch [31][250/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4659, loss_bbox: 0.4295, d0.loss_cls: 0.5857, d0.loss_bbox: 0.5198 d1.loss_cls: 0.4848, d1.loss_bbox: 0.5796 d2.loss_cls: 0.4856, d2.loss_bbox: 0.5590 d3.loss_cls: 0.3018, d3.loss_bbox: 0.5421 d4.loss_cls: 0.5771, d4.loss_bbox: 0.3529, loss: 3.7015, grad_norm: 59.7277
2024-03-24 20:30:06,584 - my_logger - INFO - 2024-03-27 19:43:02,000 - mmdet - INFO - Epoch [31][300/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3783, loss_bbox: 0.5873, d0.loss_cls: 0.4364, d0.loss_bbox: 0.3128 d1.loss_cls: 0.4721, d1.loss_bbox: 0.3707 d2.loss_cls: 0.5566, d2.loss_bbox: 0.3222 d3.loss_cls: 0.5555, d3.loss_bbox: 0.5230 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4095, loss: 3.6332, grad_norm: 54.6253
2024-03-24 20:30:06,585 - my_logger - INFO - 2024-03-27 19:45:02,000 - mmdet - INFO - Epoch [31][350/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5685, loss_bbox: 0.3887, d0.loss_cls: 0.4304, d0.loss_bbox: 0.4378 d1.loss_cls: 0.4171, d1.loss_bbox: 0.4311 d2.loss_cls: 0.3348, d2.loss_bbox: 0.3961 d3.loss_cls: 0.5466, d3.loss_bbox: 0.3032 d4.loss_cls: 0.4952, d4.loss_bbox: 0.3591, loss: 4.6701, grad_norm: 52.7763
2024-03-24 20:30:06,585 - my_logger - INFO - 2024-03-27 19:47:02,000 - mmdet - INFO - Epoch [31][400/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4817, loss_bbox: 0.5263, d0.loss_cls: 0.4909, d0.loss_bbox: 0.4574 d1.loss_cls: 0.4422, d1.loss_bbox: 0.3899 d2.loss_cls: 0.3884, d2.loss_bbox: 0.3304 d3.loss_cls: 0.3017, d3.loss_bbox: 0.5474 d4.loss_cls: 0.3161, d4.loss_bbox: 0.5394, loss: 3.9740, grad_norm: 52.2631
2024-03-24 20:30:06,586 - my_logger - INFO - 2024-03-27 19:49:02,000 - mmdet - INFO - Epoch [31][450/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3819, loss_bbox: 0.4474, d0.loss_cls: 0.5790, d0.loss_bbox: 0.3951 d1.loss_cls: 0.3549, d1.loss_bbox: 0.3046 d2.loss_cls: 0.4047, d2.loss_bbox: 0.3129 d3.loss_cls: 0.5558, d3.loss_bbox: 0.4019 d4.loss_cls: 0.4577, d4.loss_bbox: 0.3386, loss: 3.5309, grad_norm: 58.5853
2024-03-24 20:30:06,592 - my_logger - INFO - 2024-03-27 19:51:02,000 - mmdet - INFO - Epoch [31][500/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2584, loss_bbox: 0.4847, d0.loss_cls: 0.5404, d0.loss_bbox: 0.3107 d1.loss_cls: 0.4784, d1.loss_bbox: 0.4962 d2.loss_cls: 0.3878, d2.loss_bbox: 0.5802 d3.loss_cls: 0.4683, d3.loss_bbox: 0.3296 d4.loss_cls: 0.5656, d4.loss_bbox: 0.3608, loss: 4.2126, grad_norm: 58.8871
2024-03-24 20:30:06,592 - my_logger - INFO - 2024-03-27 19:53:02,000 - mmdet - INFO - Epoch [31][550/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4879, loss_bbox: 0.4284, d0.loss_cls: 0.3571, d0.loss_bbox: 0.4818 d1.loss_cls: 0.4464, d1.loss_bbox: 0.5814 d2.loss_cls: 0.5223, d2.loss_bbox: 0.3497 d3.loss_cls: 0.3704, d3.loss_bbox: 0.5358 d4.loss_cls: 0.3969, d4.loss_bbox: 0.3454, loss: 3.7135, grad_norm: 56.1470
2024-03-24 20:30:06,593 - my_logger - INFO - 2024-03-27 19:55:02,000 - mmdet - INFO - Epoch [31][600/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4343, loss_bbox: 0.4257, d0.loss_cls: 0.5646, d0.loss_bbox: 0.4151 d1.loss_cls: 0.5321, d1.loss_bbox: 0.5804 d2.loss_cls: 0.5395, d2.loss_bbox: 0.3476 d3.loss_cls: 0.3894, d3.loss_bbox: 0.5849 d4.loss_cls: 0.3306, d4.loss_bbox: 0.5119, loss: 3.8518, grad_norm: 52.1748
2024-03-24 20:30:06,595 - my_logger - INFO - 2024-03-27 19:57:02,000 - mmdet - INFO - Epoch [31][650/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2970, loss_bbox: 0.5455, d0.loss_cls: 0.4968, d0.loss_bbox: 0.4422 d1.loss_cls: 0.3643, d1.loss_bbox: 0.5495 d2.loss_cls: 0.3076, d2.loss_bbox: 0.4738 d3.loss_cls: 0.4382, d3.loss_bbox: 0.3480 d4.loss_cls: 0.4357, d4.loss_bbox: 0.3030, loss: 4.1803, grad_norm: 56.5181
2024-03-24 20:30:06,596 - my_logger - INFO - 2024-03-27 19:59:02,000 - mmdet - INFO - Epoch [31][700/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2567, loss_bbox: 0.4308, d0.loss_cls: 0.3799, d0.loss_bbox: 0.3523 d1.loss_cls: 0.3298, d1.loss_bbox: 0.5719 d2.loss_cls: 0.4877, d2.loss_bbox: 0.3792 d3.loss_cls: 0.4476, d3.loss_bbox: 0.3173 d4.loss_cls: 0.5849, d4.loss_bbox: 0.5601, loss: 4.8049, grad_norm: 59.1273
2024-03-24 20:30:06,596 - my_logger - INFO - 2024-03-27 20:01:02,000 - mmdet - INFO - Epoch [31][750/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2722, loss_bbox: 0.4106, d0.loss_cls: 0.3916, d0.loss_bbox: 0.4440 d1.loss_cls: 0.5404, d1.loss_bbox: 0.5924 d2.loss_cls: 0.3658, d2.loss_bbox: 0.3821 d3.loss_cls: 0.3592, d3.loss_bbox: 0.4994 d4.loss_cls: 0.4040, d4.loss_bbox: 0.4595, loss: 4.4304, grad_norm: 57.2107
2024-03-24 20:30:06,597 - my_logger - INFO - 2024-03-27 20:03:02,000 - mmdet - INFO - Epoch [31][800/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2670, loss_bbox: 0.3189, d0.loss_cls: 0.4219, d0.loss_bbox: 0.3537 d1.loss_cls: 0.3826, d1.loss_bbox: 0.3189 d2.loss_cls: 0.5513, d2.loss_bbox: 0.5302 d3.loss_cls: 0.4515, d3.loss_bbox: 0.5284 d4.loss_cls: 0.3537, d4.loss_bbox: 0.5869, loss: 3.8766, grad_norm: 53.0292
2024-03-24 20:30:06,597 - my_logger - INFO - 2024-03-27 20:05:02,000 - mmdet - INFO - Epoch [31][850/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4288, loss_bbox: 0.3594, d0.loss_cls: 0.3654, d0.loss_bbox: 0.3220 d1.loss_cls: 0.5635, d1.loss_bbox: 0.5946 d2.loss_cls: 0.5859, d2.loss_bbox: 0.3315 d3.loss_cls: 0.4302, d3.loss_bbox: 0.5121 d4.loss_cls: 0.4896, d4.loss_bbox: 0.4489, loss: 4.9793, grad_norm: 53.5372
2024-03-24 20:30:06,598 - my_logger - INFO - 2024-03-27 20:07:02,000 - mmdet - INFO - Epoch [31][900/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4921, loss_bbox: 0.5456, d0.loss_cls: 0.5240, d0.loss_bbox: 0.4355 d1.loss_cls: 0.5578, d1.loss_bbox: 0.5533 d2.loss_cls: 0.5669, d2.loss_bbox: 0.3428 d3.loss_cls: 0.5889, d3.loss_bbox: 0.3578 d4.loss_cls: 0.4665, d4.loss_bbox: 0.5936, loss: 3.8554, grad_norm: 59.5440
2024-03-24 20:30:06,598 - my_logger - INFO - 2024-03-27 20:09:02,000 - mmdet - INFO - Epoch [31][950/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4830, loss_bbox: 0.4347, d0.loss_cls: 0.5495, d0.loss_bbox: 0.5682 d1.loss_cls: 0.5634, d1.loss_bbox: 0.5597 d2.loss_cls: 0.3785, d2.loss_bbox: 0.4362 d3.loss_cls: 0.4057, d3.loss_bbox: 0.4466 d4.loss_cls: 0.4126, d4.loss_bbox: 0.5273, loss: 4.8910, grad_norm: 57.7276
2024-03-24 20:30:06,598 - my_logger - INFO - 2024-03-27 20:11:02,000 - mmdet - INFO - Epoch [31][1000/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4535, loss_bbox: 0.5928, d0.loss_cls: 0.4495, d0.loss_bbox: 0.5788 d1.loss_cls: 0.3738, d1.loss_bbox: 0.3560 d2.loss_cls: 0.5076, d2.loss_bbox: 0.5057 d3.loss_cls: 0.4519, d3.loss_bbox: 0.4564 d4.loss_cls: 0.3187, d4.loss_bbox: 0.5999, loss: 4.0219, grad_norm: 58.1242
2024-03-24 20:30:06,599 - my_logger - INFO - 2024-03-27 20:13:02,000 - mmdet - INFO - Epoch [31][1050/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3114, loss_bbox: 0.5364, d0.loss_cls: 0.3209, d0.loss_bbox: 0.4230 d1.loss_cls: 0.3197, d1.loss_bbox: 0.3610 d2.loss_cls: 0.3232, d2.loss_bbox: 0.3648 d3.loss_cls: 0.5283, d3.loss_bbox: 0.5259 d4.loss_cls: 0.4721, d4.loss_bbox: 0.5900, loss: 4.0319, grad_norm: 53.4203
2024-03-24 20:30:06,599 - my_logger - INFO - 2024-03-27 20:15:02,000 - mmdet - INFO - Epoch [31][1100/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3510, loss_bbox: 0.3928, d0.loss_cls: 0.3367, d0.loss_bbox: 0.5220 d1.loss_cls: 0.5429, d1.loss_bbox: 0.5025 d2.loss_cls: 0.3493, d2.loss_bbox: 0.4726 d3.loss_cls: 0.4088, d3.loss_bbox: 0.5732 d4.loss_cls: 0.4793, d4.loss_bbox: 0.4325, loss: 4.8006, grad_norm: 55.6572
2024-03-24 20:30:06,599 - my_logger - INFO - 2024-03-27 20:17:02,000 - mmdet - INFO - Epoch [31][1150/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4244, loss_bbox: 0.4226, d0.loss_cls: 0.3940, d0.loss_bbox: 0.5517 d1.loss_cls: 0.4572, d1.loss_bbox: 0.3598 d2.loss_cls: 0.3194, d2.loss_bbox: 0.4177 d3.loss_cls: 0.4148, d3.loss_bbox: 0.3475 d4.loss_cls: 0.5435, d4.loss_bbox: 0.3943, loss: 4.1714, grad_norm: 51.1750
2024-03-24 20:30:06,600 - my_logger - INFO - 2024-03-27 20:19:02,000 - mmdet - INFO - Epoch [31][1200/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5364, loss_bbox: 0.5467, d0.loss_cls: 0.5554, d0.loss_bbox: 0.4167 d1.loss_cls: 0.5873, d1.loss_bbox: 0.3650 d2.loss_cls: 0.3148, d2.loss_bbox: 0.4146 d3.loss_cls: 0.4068, d3.loss_bbox: 0.3058 d4.loss_cls: 0.3598, d4.loss_bbox: 0.4189, loss: 4.9259, grad_norm: 50.1203
2024-03-24 20:30:06,600 - my_logger - INFO - 2024-03-27 20:21:02,000 - mmdet - INFO - Epoch [31][1250/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2698, loss_bbox: 0.5415, d0.loss_cls: 0.5311, d0.loss_bbox: 0.5895 d1.loss_cls: 0.5606, d1.loss_bbox: 0.5975 d2.loss_cls: 0.3516, d2.loss_bbox: 0.3892 d3.loss_cls: 0.5817, d3.loss_bbox: 0.4640 d4.loss_cls: 0.5129, d4.loss_bbox: 0.5202, loss: 3.6526, grad_norm: 51.4539
2024-03-24 20:30:06,601 - my_logger - INFO - 2024-03-27 20:23:02,000 - mmdet - INFO - Epoch [31][1300/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4447, loss_bbox: 0.4520, d0.loss_cls: 0.4018, d0.loss_bbox: 0.3405 d1.loss_cls: 0.5636, d1.loss_bbox: 0.4764 d2.loss_cls: 0.3566, d2.loss_bbox: 0.4754 d3.loss_cls: 0.3330, d3.loss_bbox: 0.4169 d4.loss_cls: 0.3251, d4.loss_bbox: 0.3662, loss: 4.4170, grad_norm: 59.6009
2024-03-24 20:30:06,607 - my_logger - INFO - 2024-03-27 20:25:02,000 - mmdet - INFO - Epoch [31][1350/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2534, loss_bbox: 0.3225, d0.loss_cls: 0.3799, d0.loss_bbox: 0.3925 d1.loss_cls: 0.5401, d1.loss_bbox: 0.4562 d2.loss_cls: 0.5555, d2.loss_bbox: 0.5156 d3.loss_cls: 0.4766, d3.loss_bbox: 0.3354 d4.loss_cls: 0.4245, d4.loss_bbox: 0.3546, loss: 3.9783, grad_norm: 53.8011
2024-03-24 20:30:06,607 - my_logger - INFO - 2024-03-27 20:27:02,000 - mmdet - INFO - Epoch [31][1400/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5084, loss_bbox: 0.4840, d0.loss_cls: 0.5497, d0.loss_bbox: 0.3249 d1.loss_cls: 0.3824, d1.loss_bbox: 0.5818 d2.loss_cls: 0.4149, d2.loss_bbox: 0.3883 d3.loss_cls: 0.3339, d3.loss_bbox: 0.3380 d4.loss_cls: 0.3723, d4.loss_bbox: 0.4558, loss: 4.4495, grad_norm: 56.7467
2024-03-24 20:30:06,607 - my_logger - INFO - 2024-03-27 20:29:02,000 - mmdet - INFO - Epoch [31][1450/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5145, loss_bbox: 0.4455, d0.loss_cls: 0.3892, d0.loss_bbox: 0.5371 d1.loss_cls: 0.3103, d1.loss_bbox: 0.3065 d2.loss_cls: 0.4365, d2.loss_bbox: 0.5054 d3.loss_cls: 0.4907, d3.loss_bbox: 0.3201 d4.loss_cls: 0.5192, d4.loss_bbox: 0.3961, loss: 4.5693, grad_norm: 51.4260
2024-03-24 20:30:06,608 - my_logger - INFO - 2024-03-27 20:31:02,000 - mmdet - INFO - Epoch [31][1500/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5088, loss_bbox: 0.3292, d0.loss_cls: 0.5168, d0.loss_bbox: 0.4431 d1.loss_cls: 0.4905, d1.loss_bbox: 0.4352 d2.loss_cls: 0.3723, d2.loss_bbox: 0.4290 d3.loss_cls: 0.4054, d3.loss_bbox: 0.3914 d4.loss_cls: 0.3082, d4.loss_bbox: 0.5906, loss: 4.5427, grad_norm: 50.9715
2024-03-24 20:30:06,608 - my_logger - INFO - 2024-03-27 20:33:02,000 - mmdet - INFO - Epoch [31][1550/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5970, loss_bbox: 0.4862, d0.loss_cls: 0.5790, d0.loss_bbox: 0.3529 d1.loss_cls: 0.3482, d1.loss_bbox: 0.5039 d2.loss_cls: 0.3005, d2.loss_bbox: 0.3237 d3.loss_cls: 0.4425, d3.loss_bbox: 0.5758 d4.loss_cls: 0.4493, d4.loss_bbox: 0.4243, loss: 3.9295, grad_norm: 59.8869
2024-03-24 20:30:06,609 - my_logger - INFO - 2024-03-27 20:35:02,000 - mmdet - INFO - Epoch [31][1600/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4212, loss_bbox: 0.3446, d0.loss_cls: 0.3747, d0.loss_bbox: 0.3310 d1.loss_cls: 0.3770, d1.loss_bbox: 0.3776 d2.loss_cls: 0.3640, d2.loss_bbox: 0.5216 d3.loss_cls: 0.4100, d3.loss_bbox: 0.4170 d4.loss_cls: 0.4737, d4.loss_bbox: 0.5484, loss: 4.8639, grad_norm: 51.7821
2024-03-24 20:30:06,609 - my_logger - INFO - 2024-03-27 20:37:02,000 - mmdet - INFO - Epoch [31][1650/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2902, loss_bbox: 0.4670, d0.loss_cls: 0.5341, d0.loss_bbox: 0.3435 d1.loss_cls: 0.5584, d1.loss_bbox: 0.3290 d2.loss_cls: 0.4745, d2.loss_bbox: 0.3777 d3.loss_cls: 0.4098, d3.loss_bbox: 0.3540 d4.loss_cls: 0.5714, d4.loss_bbox: 0.4011, loss: 4.8307, grad_norm: 50.3954
2024-03-24 20:30:06,610 - my_logger - INFO - 2024-03-27 20:39:02,000 - mmdet - INFO - Epoch [31][1700/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2609, loss_bbox: 0.4059, d0.loss_cls: 0.5492, d0.loss_bbox: 0.4367 d1.loss_cls: 0.4241, d1.loss_bbox: 0.3290 d2.loss_cls: 0.4812, d2.loss_bbox: 0.3697 d3.loss_cls: 0.5789, d3.loss_bbox: 0.5485 d4.loss_cls: 0.3996, d4.loss_bbox: 0.3870, loss: 4.6870, grad_norm: 54.1450
2024-03-24 20:30:06,610 - my_logger - INFO - 2024-03-27 20:41:02,000 - mmdet - INFO - Epoch [31][1750/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5573, loss_bbox: 0.5114, d0.loss_cls: 0.4882, d0.loss_bbox: 0.4912 d1.loss_cls: 0.4524, d1.loss_bbox: 0.3864 d2.loss_cls: 0.3954, d2.loss_bbox: 0.4127 d3.loss_cls: 0.4415, d3.loss_bbox: 0.4549 d4.loss_cls: 0.3323, d4.loss_bbox: 0.5770, loss: 4.1200, grad_norm: 56.8844
2024-03-24 20:30:06,611 - my_logger - INFO - 2024-03-27 20:43:02,000 - mmdet - INFO - Epoch [31][1800/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5539, loss_bbox: 0.5756, d0.loss_cls: 0.3297, d0.loss_bbox: 0.5973 d1.loss_cls: 0.5546, d1.loss_bbox: 0.4321 d2.loss_cls: 0.3100, d2.loss_bbox: 0.5571 d3.loss_cls: 0.4351, d3.loss_bbox: 0.3257 d4.loss_cls: 0.5179, d4.loss_bbox: 0.4267, loss: 3.8467, grad_norm: 51.2411
2024-03-24 20:30:06,611 - my_logger - INFO - 2024-03-27 20:45:02,000 - mmdet - INFO - Epoch [31][1850/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4417, loss_bbox: 0.3668, d0.loss_cls: 0.5250, d0.loss_bbox: 0.3392 d1.loss_cls: 0.4693, d1.loss_bbox: 0.4031 d2.loss_cls: 0.3795, d2.loss_bbox: 0.3525 d3.loss_cls: 0.5936, d3.loss_bbox: 0.3550 d4.loss_cls: 0.5869, d4.loss_bbox: 0.4049, loss: 3.5320, grad_norm: 56.3236
2024-03-24 20:30:06,612 - my_logger - INFO - 2024-03-27 20:47:02,000 - mmdet - INFO - Epoch [31][1900/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3723, loss_bbox: 0.4021, d0.loss_cls: 0.3964, d0.loss_bbox: 0.5581 d1.loss_cls: 0.5727, d1.loss_bbox: 0.3525 d2.loss_cls: 0.5228, d2.loss_bbox: 0.3036 d3.loss_cls: 0.5705, d3.loss_bbox: 0.3573 d4.loss_cls: 0.5316, d4.loss_bbox: 0.5733, loss: 3.8210, grad_norm: 54.9591
2024-03-24 20:30:06,612 - my_logger - INFO - 2024-03-27 20:49:02,000 - mmdet - INFO - Epoch [31][1950/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4669, loss_bbox: 0.5197, d0.loss_cls: 0.4653, d0.loss_bbox: 0.5716 d1.loss_cls: 0.3176, d1.loss_bbox: 0.3566 d2.loss_cls: 0.5369, d2.loss_bbox: 0.4813 d3.loss_cls: 0.5491, d3.loss_bbox: 0.5103 d4.loss_cls: 0.5697, d4.loss_bbox: 0.4292, loss: 4.1178, grad_norm: 58.7623
2024-03-24 20:30:06,612 - my_logger - INFO - 2024-03-27 20:51:02,000 - mmdet - INFO - Epoch [31][2000/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4677, loss_bbox: 0.5775, d0.loss_cls: 0.3899, d0.loss_bbox: 0.3077 d1.loss_cls: 0.3488, d1.loss_bbox: 0.5656 d2.loss_cls: 0.5631, d2.loss_bbox: 0.3862 d3.loss_cls: 0.3985, d3.loss_bbox: 0.5934 d4.loss_cls: 0.3644, d4.loss_bbox: 0.5224, loss: 3.8440, grad_norm: 52.9061
2024-03-24 20:30:06,613 - my_logger - INFO - 2024-03-27 20:53:02,000 - mmdet - INFO - Epoch [31][2050/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4219, loss_bbox: 0.4689, d0.loss_cls: 0.3435, d0.loss_bbox: 0.5940 d1.loss_cls: 0.5694, d1.loss_bbox: 0.4812 d2.loss_cls: 0.3441, d2.loss_bbox: 0.4058 d3.loss_cls: 0.4668, d3.loss_bbox: 0.5289 d4.loss_cls: 0.5563, d4.loss_bbox: 0.4024, loss: 4.7249, grad_norm: 58.5142
2024-03-24 20:30:06,613 - my_logger - INFO - 2024-03-27 20:55:02,000 - mmdet - INFO - Epoch [31][2100/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4714, loss_bbox: 0.3925, d0.loss_cls: 0.3281, d0.loss_bbox: 0.4632 d1.loss_cls: 0.5968, d1.loss_bbox: 0.3211 d2.loss_cls: 0.3443, d2.loss_bbox: 0.5623 d3.loss_cls: 0.3623, d3.loss_bbox: 0.4894 d4.loss_cls: 0.4793, d4.loss_bbox: 0.3477, loss: 4.9078, grad_norm: 54.0385
2024-03-24 20:30:06,613 - my_logger - INFO - 2024-03-27 20:57:02,000 - mmdet - INFO - Epoch [31][2150/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3014, loss_bbox: 0.5425, d0.loss_cls: 0.4562, d0.loss_bbox: 0.3908 d1.loss_cls: 0.3630, d1.loss_bbox: 0.4723 d2.loss_cls: 0.3585, d2.loss_bbox: 0.4921 d3.loss_cls: 0.4497, d3.loss_bbox: 0.5565 d4.loss_cls: 0.4298, d4.loss_bbox: 0.3099, loss: 4.5575, grad_norm: 53.7453
2024-03-24 20:30:06,614 - my_logger - INFO - 2024-03-27 20:59:02,000 - mmdet - INFO - Epoch [31][2200/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5330, loss_bbox: 0.5508, d0.loss_cls: 0.3877, d0.loss_bbox: 0.4425 d1.loss_cls: 0.5521, d1.loss_bbox: 0.5409 d2.loss_cls: 0.4060, d2.loss_bbox: 0.4884 d3.loss_cls: 0.3864, d3.loss_bbox: 0.4975 d4.loss_cls: 0.3790, d4.loss_bbox: 0.5609, loss: 4.1999, grad_norm: 52.3824
2024-03-24 20:30:06,614 - my_logger - INFO - 2024-03-27 21:01:02,000 - mmdet - INFO - Epoch [31][2250/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4123, loss_bbox: 0.4250, d0.loss_cls: 0.4099, d0.loss_bbox: 0.5713 d1.loss_cls: 0.5758, d1.loss_bbox: 0.4822 d2.loss_cls: 0.5637, d2.loss_bbox: 0.4945 d3.loss_cls: 0.3646, d3.loss_bbox: 0.4118 d4.loss_cls: 0.5456, d4.loss_bbox: 0.3997, loss: 3.9191, grad_norm: 59.6146
2024-03-24 20:30:06,615 - my_logger - INFO - 2024-03-27 21:03:02,000 - mmdet - INFO - Epoch [31][2300/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5701, loss_bbox: 0.4487, d0.loss_cls: 0.5625, d0.loss_bbox: 0.4082 d1.loss_cls: 0.4943, d1.loss_bbox: 0.3005 d2.loss_cls: 0.4941, d2.loss_bbox: 0.3232 d3.loss_cls: 0.3726, d3.loss_bbox: 0.4689 d4.loss_cls: 0.3764, d4.loss_bbox: 0.5333, loss: 3.7577, grad_norm: 59.8866
2024-03-24 20:30:06,615 - my_logger - INFO - 2024-03-27 21:05:02,000 - mmdet - INFO - Epoch [31][2350/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3384, loss_bbox: 0.5006, d0.loss_cls: 0.3310, d0.loss_bbox: 0.4259 d1.loss_cls: 0.3570, d1.loss_bbox: 0.3402 d2.loss_cls: 0.4537, d2.loss_bbox: 0.3939 d3.loss_cls: 0.3287, d3.loss_bbox: 0.5375 d4.loss_cls: 0.5001, d4.loss_bbox: 0.5156, loss: 4.8321, grad_norm: 56.8798
2024-03-24 20:30:06,616 - my_logger - INFO - 2024-03-27 21:07:02,000 - mmdet - INFO - Epoch [31][2400/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2562, loss_bbox: 0.5513, d0.loss_cls: 0.3721, d0.loss_bbox: 0.3933 d1.loss_cls: 0.4644, d1.loss_bbox: 0.5251 d2.loss_cls: 0.4583, d2.loss_bbox: 0.5687 d3.loss_cls: 0.5324, d3.loss_bbox: 0.4310 d4.loss_cls: 0.5996, d4.loss_bbox: 0.4641, loss: 4.1384, grad_norm: 58.5897
2024-03-24 20:30:06,616 - my_logger - INFO - 2024-03-27 21:09:02,000 - mmdet - INFO - Epoch [31][2450/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3637, loss_bbox: 0.4836, d0.loss_cls: 0.5663, d0.loss_bbox: 0.4160 d1.loss_cls: 0.4480, d1.loss_bbox: 0.3671 d2.loss_cls: 0.3302, d2.loss_bbox: 0.5460 d3.loss_cls: 0.5203, d3.loss_bbox: 0.3480 d4.loss_cls: 0.3084, d4.loss_bbox: 0.4272, loss: 4.7470, grad_norm: 53.6542
2024-03-24 20:30:06,616 - my_logger - INFO - 2024-03-27 21:11:02,000 - mmdet - INFO - Epoch [31][2500/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2929, loss_bbox: 0.5316, d0.loss_cls: 0.4301, d0.loss_bbox: 0.4860 d1.loss_cls: 0.3280, d1.loss_bbox: 0.3563 d2.loss_cls: 0.3990, d2.loss_bbox: 0.4330 d3.loss_cls: 0.5301, d3.loss_bbox: 0.4531 d4.loss_cls: 0.3380, d4.loss_bbox: 0.5598, loss: 4.3736, grad_norm: 52.5552
2024-03-24 20:30:06,617 - my_logger - INFO - 2024-03-27 21:13:02,000 - mmdet - INFO - Epoch [31][2550/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4216, loss_bbox: 0.3726, d0.loss_cls: 0.5527, d0.loss_bbox: 0.3830 d1.loss_cls: 0.4649, d1.loss_bbox: 0.4910 d2.loss_cls: 0.4621, d2.loss_bbox: 0.5964 d3.loss_cls: 0.4433, d3.loss_bbox: 0.5759 d4.loss_cls: 0.5676, d4.loss_bbox: 0.3933, loss: 4.5038, grad_norm: 57.5497
2024-03-24 20:30:06,626 - my_logger - INFO - 2024-03-27 21:15:02,000 - mmdet - INFO - Epoch [31][2600/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3382, loss_bbox: 0.3902, d0.loss_cls: 0.3508, d0.loss_bbox: 0.4054 d1.loss_cls: 0.3176, d1.loss_bbox: 0.4109 d2.loss_cls: 0.4026, d2.loss_bbox: 0.4828 d3.loss_cls: 0.3488, d3.loss_bbox: 0.3045 d4.loss_cls: 0.4696, d4.loss_bbox: 0.5280, loss: 4.5396, grad_norm: 57.1065
2024-03-24 20:30:06,626 - my_logger - INFO - 2024-03-27 21:17:02,000 - mmdet - INFO - Epoch [31][2650/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3457, loss_bbox: 0.5591, d0.loss_cls: 0.5212, d0.loss_bbox: 0.4175 d1.loss_cls: 0.5053, d1.loss_bbox: 0.3005 d2.loss_cls: 0.5800, d2.loss_bbox: 0.4951 d3.loss_cls: 0.3949, d3.loss_bbox: 0.4357 d4.loss_cls: 0.5728, d4.loss_bbox: 0.5831, loss: 4.4024, grad_norm: 56.8478
2024-03-24 20:30:06,627 - my_logger - INFO - 2024-03-27 21:19:02,000 - mmdet - INFO - Epoch [31][2700/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5319, loss_bbox: 0.4615, d0.loss_cls: 0.4234, d0.loss_bbox: 0.3889 d1.loss_cls: 0.3625, d1.loss_bbox: 0.3489 d2.loss_cls: 0.3529, d2.loss_bbox: 0.3151 d3.loss_cls: 0.4419, d3.loss_bbox: 0.3510 d4.loss_cls: 0.5911, d4.loss_bbox: 0.4207, loss: 4.3097, grad_norm: 51.5649
2024-03-24 20:30:06,627 - my_logger - INFO - 2024-03-27 21:21:02,000 - mmdet - INFO - Epoch [31][2750/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2624, loss_bbox: 0.3782, d0.loss_cls: 0.5197, d0.loss_bbox: 0.3384 d1.loss_cls: 0.5183, d1.loss_bbox: 0.4321 d2.loss_cls: 0.4599, d2.loss_bbox: 0.5944 d3.loss_cls: 0.5852, d3.loss_bbox: 0.4473 d4.loss_cls: 0.4314, d4.loss_bbox: 0.4741, loss: 4.6355, grad_norm: 55.9946
2024-03-24 20:30:06,627 - my_logger - INFO - 2024-03-27 21:23:02,000 - mmdet - INFO - Epoch [31][2800/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3526, loss_bbox: 0.4425, d0.loss_cls: 0.4814, d0.loss_bbox: 0.4213 d1.loss_cls: 0.4776, d1.loss_bbox: 0.5698 d2.loss_cls: 0.3018, d2.loss_bbox: 0.3959 d3.loss_cls: 0.3223, d3.loss_bbox: 0.3694 d4.loss_cls: 0.3024, d4.loss_bbox: 0.4919, loss: 4.4680, grad_norm: 53.3665
2024-03-24 20:30:06,628 - my_logger - INFO - 2024-03-27 21:25:02,000 - mmdet - INFO - Epoch [31][2850/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3630, loss_bbox: 0.4933, d0.loss_cls: 0.4122, d0.loss_bbox: 0.4874 d1.loss_cls: 0.5667, d1.loss_bbox: 0.5117 d2.loss_cls: 0.4599, d2.loss_bbox: 0.4583 d3.loss_cls: 0.4482, d3.loss_bbox: 0.3527 d4.loss_cls: 0.5189, d4.loss_bbox: 0.4739, loss: 4.9162, grad_norm: 56.8573
2024-03-24 20:30:06,628 - my_logger - INFO - 2024-03-27 21:27:02,000 - mmdet - INFO - Epoch [31][2900/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5397, loss_bbox: 0.3644, d0.loss_cls: 0.4757, d0.loss_bbox: 0.3383 d1.loss_cls: 0.5545, d1.loss_bbox: 0.5327 d2.loss_cls: 0.3391, d2.loss_bbox: 0.5102 d3.loss_cls: 0.3664, d3.loss_bbox: 0.5169 d4.loss_cls: 0.4210, d4.loss_bbox: 0.3775, loss: 4.9956, grad_norm: 55.4260
2024-03-24 20:30:06,629 - my_logger - INFO - 2024-03-27 21:29:02,000 - mmdet - INFO - Epoch [31][2950/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3602, loss_bbox: 0.5217, d0.loss_cls: 0.3168, d0.loss_bbox: 0.4879 d1.loss_cls: 0.4348, d1.loss_bbox: 0.3809 d2.loss_cls: 0.3800, d2.loss_bbox: 0.5100 d3.loss_cls: 0.3906, d3.loss_bbox: 0.5841 d4.loss_cls: 0.3368, d4.loss_bbox: 0.3055, loss: 3.6791, grad_norm: 57.5991
2024-03-24 20:30:06,629 - my_logger - INFO - 2024-03-27 21:31:02,000 - mmdet - INFO - Epoch [31][3000/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4555, loss_bbox: 0.4594, d0.loss_cls: 0.3405, d0.loss_bbox: 0.3337 d1.loss_cls: 0.3679, d1.loss_bbox: 0.5775 d2.loss_cls: 0.5090, d2.loss_bbox: 0.4843 d3.loss_cls: 0.3319, d3.loss_bbox: 0.3474 d4.loss_cls: 0.3840, d4.loss_bbox: 0.5036, loss: 4.7620, grad_norm: 56.9996
2024-03-24 20:30:06,629 - my_logger - INFO - 2024-03-27 21:33:02,000 - mmdet - INFO - Epoch [31][3050/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2805, loss_bbox: 0.4637, d0.loss_cls: 0.3444, d0.loss_bbox: 0.4934 d1.loss_cls: 0.4056, d1.loss_bbox: 0.3262 d2.loss_cls: 0.4643, d2.loss_bbox: 0.5795 d3.loss_cls: 0.3373, d3.loss_bbox: 0.3409 d4.loss_cls: 0.4601, d4.loss_bbox: 0.3094, loss: 4.0682, grad_norm: 51.7032
2024-03-24 20:30:06,630 - my_logger - INFO - 2024-03-27 21:35:02,000 - mmdet - INFO - Epoch [31][3100/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3266, loss_bbox: 0.4879, d0.loss_cls: 0.3261, d0.loss_bbox: 0.3211 d1.loss_cls: 0.3917, d1.loss_bbox: 0.3026 d2.loss_cls: 0.5763, d2.loss_bbox: 0.5171 d3.loss_cls: 0.5253, d3.loss_bbox: 0.4481 d4.loss_cls: 0.3197, d4.loss_bbox: 0.3297, loss: 4.3450, grad_norm: 55.3988
2024-03-24 20:30:06,630 - my_logger - INFO - 2024-03-27 21:37:02,000 - mmdet - INFO - Epoch [31][3150/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3561, loss_bbox: 0.5933, d0.loss_cls: 0.4345, d0.loss_bbox: 0.4992 d1.loss_cls: 0.3882, d1.loss_bbox: 0.4990 d2.loss_cls: 0.3098, d2.loss_bbox: 0.3308 d3.loss_cls: 0.5903, d3.loss_bbox: 0.3201 d4.loss_cls: 0.5676, d4.loss_bbox: 0.5738, loss: 4.6549, grad_norm: 51.8999
2024-03-24 20:30:06,631 - my_logger - INFO - 2024-03-27 21:39:02,000 - mmdet - INFO - Epoch [31][3200/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3911, loss_bbox: 0.3978, d0.loss_cls: 0.3447, d0.loss_bbox: 0.3562 d1.loss_cls: 0.3873, d1.loss_bbox: 0.4647 d2.loss_cls: 0.3653, d2.loss_bbox: 0.4944 d3.loss_cls: 0.3857, d3.loss_bbox: 0.5409 d4.loss_cls: 0.4019, d4.loss_bbox: 0.5207, loss: 4.6044, grad_norm: 54.8139
2024-03-24 20:30:06,631 - my_logger - INFO - 2024-03-27 21:41:02,000 - mmdet - INFO - Epoch [31][3250/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3912, loss_bbox: 0.4851, d0.loss_cls: 0.5779, d0.loss_bbox: 0.3677 d1.loss_cls: 0.5425, d1.loss_bbox: 0.5268 d2.loss_cls: 0.5954, d2.loss_bbox: 0.4900 d3.loss_cls: 0.4241, d3.loss_bbox: 0.4375 d4.loss_cls: 0.4551, d4.loss_bbox: 0.5657, loss: 4.4444, grad_norm: 51.0937
2024-03-24 20:30:06,631 - my_logger - INFO - 2024-03-27 21:43:02,000 - mmdet - INFO - Epoch [31][3300/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3861, loss_bbox: 0.3473, d0.loss_cls: 0.5694, d0.loss_bbox: 0.4431 d1.loss_cls: 0.5466, d1.loss_bbox: 0.3509 d2.loss_cls: 0.5653, d2.loss_bbox: 0.3909 d3.loss_cls: 0.3708, d3.loss_bbox: 0.3526 d4.loss_cls: 0.5610, d4.loss_bbox: 0.5467, loss: 4.0789, grad_norm: 50.9690
2024-03-24 20:30:06,632 - my_logger - INFO - 2024-03-27 21:45:02,000 - mmdet - INFO - Epoch [31][3350/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2605, loss_bbox: 0.3585, d0.loss_cls: 0.5096, d0.loss_bbox: 0.3045 d1.loss_cls: 0.5395, d1.loss_bbox: 0.5340 d2.loss_cls: 0.4570, d2.loss_bbox: 0.4642 d3.loss_cls: 0.5514, d3.loss_bbox: 0.4128 d4.loss_cls: 0.3609, d4.loss_bbox: 0.4777, loss: 4.6446, grad_norm: 52.8088
2024-03-24 20:30:06,632 - my_logger - INFO - 2024-03-27 21:47:02,000 - mmdet - INFO - Epoch [31][3400/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4445, loss_bbox: 0.3421, d0.loss_cls: 0.3204, d0.loss_bbox: 0.5941 d1.loss_cls: 0.4200, d1.loss_bbox: 0.5211 d2.loss_cls: 0.5989, d2.loss_bbox: 0.5801 d3.loss_cls: 0.5668, d3.loss_bbox: 0.5446 d4.loss_cls: 0.4445, d4.loss_bbox: 0.3974, loss: 4.1620, grad_norm: 54.0514
2024-03-24 20:30:06,632 - my_logger - INFO - 2024-03-27 21:49:02,000 - mmdet - INFO - Epoch [31][3450/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2845, loss_bbox: 0.3379, d0.loss_cls: 0.4699, d0.loss_bbox: 0.3436 d1.loss_cls: 0.3743, d1.loss_bbox: 0.4271 d2.loss_cls: 0.4795, d2.loss_bbox: 0.3962 d3.loss_cls: 0.3161, d3.loss_bbox: 0.4589 d4.loss_cls: 0.3676, d4.loss_bbox: 0.3984, loss: 4.5418, grad_norm: 54.0179
2024-03-24 20:30:06,633 - my_logger - INFO - 2024-03-27 21:51:02,000 - mmdet - INFO - Epoch [31][3500/3517][Batch size: 50]	lr: 1.203e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4747, loss_bbox: 0.4778, d0.loss_cls: 0.3643, d0.loss_bbox: 0.4552 d1.loss_cls: 0.4880, d1.loss_bbox: 0.3497 d2.loss_cls: 0.5887, d2.loss_bbox: 0.5475 d3.loss_cls: 0.5046, d3.loss_bbox: 0.5713 d4.loss_cls: 0.3395, d4.loss_bbox: 0.4008, loss: 4.8171, grad_norm: 53.8101
2024-03-24 20:30:06,633 - my_logger - INFO - 2024-03-27 21:53:02,000 - mmdet - INFO - Epoch [32][0/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3385, loss_bbox: 0.5909, d0.loss_cls: 0.5827, d0.loss_bbox: 0.5410 d1.loss_cls: 0.3005, d1.loss_bbox: 0.4379 d2.loss_cls: 0.3115, d2.loss_bbox: 0.4294 d3.loss_cls: 0.5149, d3.loss_bbox: 0.5331 d4.loss_cls: 0.4159, d4.loss_bbox: 0.4428, loss: 4.4833, grad_norm: 58.9220
2024-03-24 20:30:06,634 - my_logger - INFO - 2024-03-27 21:55:02,000 - mmdet - INFO - Epoch [32][50/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3068, loss_bbox: 0.4470, d0.loss_cls: 0.4667, d0.loss_bbox: 0.4310 d1.loss_cls: 0.3694, d1.loss_bbox: 0.5588 d2.loss_cls: 0.4902, d2.loss_bbox: 0.3484 d3.loss_cls: 0.3742, d3.loss_bbox: 0.3266 d4.loss_cls: 0.4917, d4.loss_bbox: 0.4245, loss: 4.3171, grad_norm: 58.5750
2024-03-24 20:30:06,634 - my_logger - INFO - 2024-03-27 21:57:02,000 - mmdet - INFO - Epoch [32][100/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4373, loss_bbox: 0.4092, d0.loss_cls: 0.5253, d0.loss_bbox: 0.5370 d1.loss_cls: 0.4897, d1.loss_bbox: 0.3768 d2.loss_cls: 0.5918, d2.loss_bbox: 0.5944 d3.loss_cls: 0.5493, d3.loss_bbox: 0.5808 d4.loss_cls: 0.4365, d4.loss_bbox: 0.3444, loss: 4.0750, grad_norm: 57.3225
2024-03-24 20:30:06,634 - my_logger - INFO - 2024-03-27 21:59:02,000 - mmdet - INFO - Epoch [32][150/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2877, loss_bbox: 0.3555, d0.loss_cls: 0.4989, d0.loss_bbox: 0.3049 d1.loss_cls: 0.4037, d1.loss_bbox: 0.3282 d2.loss_cls: 0.3391, d2.loss_bbox: 0.4552 d3.loss_cls: 0.4824, d3.loss_bbox: 0.4768 d4.loss_cls: 0.3897, d4.loss_bbox: 0.4059, loss: 3.6975, grad_norm: 59.6618
2024-03-24 20:30:06,635 - my_logger - INFO - 2024-03-27 22:01:02,000 - mmdet - INFO - Epoch [32][200/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2614, loss_bbox: 0.3411, d0.loss_cls: 0.3112, d0.loss_bbox: 0.5375 d1.loss_cls: 0.5740, d1.loss_bbox: 0.4088 d2.loss_cls: 0.4211, d2.loss_bbox: 0.5285 d3.loss_cls: 0.5696, d3.loss_bbox: 0.4076 d4.loss_cls: 0.4981, d4.loss_bbox: 0.3985, loss: 3.7617, grad_norm: 59.4155
2024-03-24 20:30:06,635 - my_logger - INFO - 2024-03-27 22:03:02,000 - mmdet - INFO - Epoch [32][250/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5528, loss_bbox: 0.3306, d0.loss_cls: 0.4243, d0.loss_bbox: 0.4959 d1.loss_cls: 0.5218, d1.loss_bbox: 0.3164 d2.loss_cls: 0.4750, d2.loss_bbox: 0.5150 d3.loss_cls: 0.5434, d3.loss_bbox: 0.4609 d4.loss_cls: 0.4908, d4.loss_bbox: 0.3032, loss: 4.8164, grad_norm: 57.7234
2024-03-24 20:30:06,635 - my_logger - INFO - 2024-03-27 22:05:02,000 - mmdet - INFO - Epoch [32][300/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5866, loss_bbox: 0.5325, d0.loss_cls: 0.5023, d0.loss_bbox: 0.4022 d1.loss_cls: 0.5788, d1.loss_bbox: 0.3408 d2.loss_cls: 0.5076, d2.loss_bbox: 0.3668 d3.loss_cls: 0.5137, d3.loss_bbox: 0.5748 d4.loss_cls: 0.3942, d4.loss_bbox: 0.3753, loss: 4.9078, grad_norm: 54.6484
2024-03-24 20:30:06,636 - my_logger - INFO - 2024-03-27 22:07:02,000 - mmdet - INFO - Epoch [32][350/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5800, loss_bbox: 0.5919, d0.loss_cls: 0.3967, d0.loss_bbox: 0.4322 d1.loss_cls: 0.5880, d1.loss_bbox: 0.3074 d2.loss_cls: 0.3182, d2.loss_bbox: 0.3426 d3.loss_cls: 0.5281, d3.loss_bbox: 0.3807 d4.loss_cls: 0.4617, d4.loss_bbox: 0.5257, loss: 3.8068, grad_norm: 51.0687
2024-03-24 20:30:06,636 - my_logger - INFO - 2024-03-27 22:09:02,000 - mmdet - INFO - Epoch [32][400/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4181, loss_bbox: 0.3208, d0.loss_cls: 0.3303, d0.loss_bbox: 0.3095 d1.loss_cls: 0.3749, d1.loss_bbox: 0.3523 d2.loss_cls: 0.5058, d2.loss_bbox: 0.5378 d3.loss_cls: 0.5287, d3.loss_bbox: 0.5692 d4.loss_cls: 0.3738, d4.loss_bbox: 0.3589, loss: 4.2976, grad_norm: 53.7219
2024-03-24 20:30:06,637 - my_logger - INFO - 2024-03-27 22:11:02,000 - mmdet - INFO - Epoch [32][450/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3678, loss_bbox: 0.4373, d0.loss_cls: 0.5860, d0.loss_bbox: 0.5735 d1.loss_cls: 0.5098, d1.loss_bbox: 0.3732 d2.loss_cls: 0.5122, d2.loss_bbox: 0.5452 d3.loss_cls: 0.5293, d3.loss_bbox: 0.4574 d4.loss_cls: 0.3273, d4.loss_bbox: 0.5297, loss: 4.9492, grad_norm: 59.6652
2024-03-24 20:30:06,637 - my_logger - INFO - 2024-03-27 22:13:02,000 - mmdet - INFO - Epoch [32][500/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5333, loss_bbox: 0.5590, d0.loss_cls: 0.3264, d0.loss_bbox: 0.3493 d1.loss_cls: 0.3574, d1.loss_bbox: 0.4424 d2.loss_cls: 0.5141, d2.loss_bbox: 0.3435 d3.loss_cls: 0.3984, d3.loss_bbox: 0.4950 d4.loss_cls: 0.4785, d4.loss_bbox: 0.4416, loss: 3.7272, grad_norm: 56.5204
2024-03-24 20:30:06,637 - my_logger - INFO - 2024-03-27 22:15:02,000 - mmdet - INFO - Epoch [32][550/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4060, loss_bbox: 0.5117, d0.loss_cls: 0.5297, d0.loss_bbox: 0.3360 d1.loss_cls: 0.5443, d1.loss_bbox: 0.3354 d2.loss_cls: 0.4242, d2.loss_bbox: 0.4318 d3.loss_cls: 0.5522, d3.loss_bbox: 0.3071 d4.loss_cls: 0.4423, d4.loss_bbox: 0.5953, loss: 4.5158, grad_norm: 54.5428
2024-03-24 20:30:06,638 - my_logger - INFO - 2024-03-27 22:17:02,000 - mmdet - INFO - Epoch [32][600/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5664, loss_bbox: 0.3070, d0.loss_cls: 0.5267, d0.loss_bbox: 0.4201 d1.loss_cls: 0.5855, d1.loss_bbox: 0.5607 d2.loss_cls: 0.5474, d2.loss_bbox: 0.4651 d3.loss_cls: 0.5329, d3.loss_bbox: 0.3175 d4.loss_cls: 0.4388, d4.loss_bbox: 0.4242, loss: 4.1457, grad_norm: 54.7302
2024-03-24 20:30:06,638 - my_logger - INFO - 2024-03-27 22:19:02,000 - mmdet - INFO - Epoch [32][650/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5802, loss_bbox: 0.5337, d0.loss_cls: 0.5984, d0.loss_bbox: 0.5740 d1.loss_cls: 0.5305, d1.loss_bbox: 0.5139 d2.loss_cls: 0.4723, d2.loss_bbox: 0.3276 d3.loss_cls: 0.5805, d3.loss_bbox: 0.4532 d4.loss_cls: 0.4872, d4.loss_bbox: 0.5994, loss: 4.7312, grad_norm: 56.5403
2024-03-24 20:30:06,638 - my_logger - INFO - 2024-03-27 22:21:02,000 - mmdet - INFO - Epoch [32][700/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3313, loss_bbox: 0.4150, d0.loss_cls: 0.5986, d0.loss_bbox: 0.5299 d1.loss_cls: 0.4484, d1.loss_bbox: 0.5005 d2.loss_cls: 0.4604, d2.loss_bbox: 0.5246 d3.loss_cls: 0.4328, d3.loss_bbox: 0.3371 d4.loss_cls: 0.3505, d4.loss_bbox: 0.4216, loss: 4.2412, grad_norm: 53.9945
2024-03-24 20:30:06,639 - my_logger - INFO - 2024-03-27 22:23:02,000 - mmdet - INFO - Epoch [32][750/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3202, loss_bbox: 0.5453, d0.loss_cls: 0.4774, d0.loss_bbox: 0.5604 d1.loss_cls: 0.4548, d1.loss_bbox: 0.4402 d2.loss_cls: 0.5359, d2.loss_bbox: 0.4012 d3.loss_cls: 0.3495, d3.loss_bbox: 0.3760 d4.loss_cls: 0.4056, d4.loss_bbox: 0.3760, loss: 4.1697, grad_norm: 59.0432
2024-03-24 20:30:06,639 - my_logger - INFO - 2024-03-27 22:25:02,000 - mmdet - INFO - Epoch [32][800/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3992, loss_bbox: 0.5121, d0.loss_cls: 0.3052, d0.loss_bbox: 0.4220 d1.loss_cls: 0.5466, d1.loss_bbox: 0.3644 d2.loss_cls: 0.5752, d2.loss_bbox: 0.5598 d3.loss_cls: 0.5436, d3.loss_bbox: 0.4101 d4.loss_cls: 0.3292, d4.loss_bbox: 0.5572, loss: 4.1001, grad_norm: 53.2986
2024-03-24 20:30:06,639 - my_logger - INFO - 2024-03-27 22:27:02,000 - mmdet - INFO - Epoch [32][850/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4980, loss_bbox: 0.5969, d0.loss_cls: 0.3932, d0.loss_bbox: 0.3145 d1.loss_cls: 0.5683, d1.loss_bbox: 0.3324 d2.loss_cls: 0.5704, d2.loss_bbox: 0.5204 d3.loss_cls: 0.5931, d3.loss_bbox: 0.4472 d4.loss_cls: 0.5614, d4.loss_bbox: 0.5433, loss: 3.7884, grad_norm: 58.0506
2024-03-24 20:30:06,640 - my_logger - INFO - 2024-03-27 22:29:02,000 - mmdet - INFO - Epoch [32][900/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5228, loss_bbox: 0.3213, d0.loss_cls: 0.4479, d0.loss_bbox: 0.5227 d1.loss_cls: 0.4638, d1.loss_bbox: 0.4592 d2.loss_cls: 0.5041, d2.loss_bbox: 0.5602 d3.loss_cls: 0.5838, d3.loss_bbox: 0.5146 d4.loss_cls: 0.5508, d4.loss_bbox: 0.5475, loss: 4.7376, grad_norm: 50.9285
2024-03-24 20:30:06,640 - my_logger - INFO - 2024-03-27 22:31:02,000 - mmdet - INFO - Epoch [32][950/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5502, loss_bbox: 0.4770, d0.loss_cls: 0.3347, d0.loss_bbox: 0.5578 d1.loss_cls: 0.4893, d1.loss_bbox: 0.5179 d2.loss_cls: 0.4730, d2.loss_bbox: 0.5323 d3.loss_cls: 0.4935, d3.loss_bbox: 0.3644 d4.loss_cls: 0.4918, d4.loss_bbox: 0.3323, loss: 4.7364, grad_norm: 56.9782
2024-03-24 20:30:06,641 - my_logger - INFO - 2024-03-27 22:33:02,000 - mmdet - INFO - Epoch [32][1000/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5725, loss_bbox: 0.3491, d0.loss_cls: 0.3469, d0.loss_bbox: 0.5730 d1.loss_cls: 0.3062, d1.loss_bbox: 0.3996 d2.loss_cls: 0.3771, d2.loss_bbox: 0.5903 d3.loss_cls: 0.3060, d3.loss_bbox: 0.4987 d4.loss_cls: 0.4845, d4.loss_bbox: 0.4597, loss: 4.6912, grad_norm: 55.2902
2024-03-24 20:30:06,641 - my_logger - INFO - 2024-03-27 22:35:02,000 - mmdet - INFO - Epoch [32][1050/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5831, loss_bbox: 0.3420, d0.loss_cls: 0.4158, d0.loss_bbox: 0.3366 d1.loss_cls: 0.4655, d1.loss_bbox: 0.4200 d2.loss_cls: 0.5347, d2.loss_bbox: 0.4849 d3.loss_cls: 0.3042, d3.loss_bbox: 0.3978 d4.loss_cls: 0.5475, d4.loss_bbox: 0.3669, loss: 4.9752, grad_norm: 51.8680
2024-03-24 20:30:06,641 - my_logger - INFO - 2024-03-27 22:37:02,000 - mmdet - INFO - Epoch [32][1100/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3891, loss_bbox: 0.5797, d0.loss_cls: 0.3389, d0.loss_bbox: 0.3582 d1.loss_cls: 0.4528, d1.loss_bbox: 0.4388 d2.loss_cls: 0.4477, d2.loss_bbox: 0.3672 d3.loss_cls: 0.3740, d3.loss_bbox: 0.4073 d4.loss_cls: 0.3963, d4.loss_bbox: 0.5532, loss: 4.4649, grad_norm: 58.0670
2024-03-24 20:30:06,642 - my_logger - INFO - 2024-03-27 22:39:02,000 - mmdet - INFO - Epoch [32][1150/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5781, loss_bbox: 0.3999, d0.loss_cls: 0.5663, d0.loss_bbox: 0.3887 d1.loss_cls: 0.3571, d1.loss_bbox: 0.4115 d2.loss_cls: 0.4665, d2.loss_bbox: 0.3447 d3.loss_cls: 0.3332, d3.loss_bbox: 0.4747 d4.loss_cls: 0.5592, d4.loss_bbox: 0.4375, loss: 4.8816, grad_norm: 50.1508
2024-03-24 20:30:06,642 - my_logger - INFO - 2024-03-27 22:41:02,000 - mmdet - INFO - Epoch [32][1200/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3866, loss_bbox: 0.5347, d0.loss_cls: 0.4066, d0.loss_bbox: 0.3446 d1.loss_cls: 0.4908, d1.loss_bbox: 0.4491 d2.loss_cls: 0.3783, d2.loss_bbox: 0.3714 d3.loss_cls: 0.4905, d3.loss_bbox: 0.5150 d4.loss_cls: 0.4580, d4.loss_bbox: 0.4108, loss: 4.9624, grad_norm: 53.4259
2024-03-24 20:30:06,642 - my_logger - INFO - 2024-03-27 22:43:02,000 - mmdet - INFO - Epoch [32][1250/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4390, loss_bbox: 0.3571, d0.loss_cls: 0.5344, d0.loss_bbox: 0.3459 d1.loss_cls: 0.4756, d1.loss_bbox: 0.4495 d2.loss_cls: 0.5349, d2.loss_bbox: 0.3019 d3.loss_cls: 0.4506, d3.loss_bbox: 0.3071 d4.loss_cls: 0.4438, d4.loss_bbox: 0.3014, loss: 4.6441, grad_norm: 52.4992
2024-03-24 20:30:06,643 - my_logger - INFO - 2024-03-27 22:45:02,000 - mmdet - INFO - Epoch [32][1300/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5451, loss_bbox: 0.3034, d0.loss_cls: 0.5395, d0.loss_bbox: 0.3824 d1.loss_cls: 0.4121, d1.loss_bbox: 0.3076 d2.loss_cls: 0.3157, d2.loss_bbox: 0.3011 d3.loss_cls: 0.5202, d3.loss_bbox: 0.4185 d4.loss_cls: 0.4950, d4.loss_bbox: 0.5353, loss: 4.0312, grad_norm: 59.1597
2024-03-24 20:30:06,643 - my_logger - INFO - 2024-03-27 22:47:02,000 - mmdet - INFO - Epoch [32][1350/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2738, loss_bbox: 0.4101, d0.loss_cls: 0.4702, d0.loss_bbox: 0.3128 d1.loss_cls: 0.4753, d1.loss_bbox: 0.3140 d2.loss_cls: 0.5624, d2.loss_bbox: 0.5945 d3.loss_cls: 0.5557, d3.loss_bbox: 0.5571 d4.loss_cls: 0.4860, d4.loss_bbox: 0.4134, loss: 4.8026, grad_norm: 52.4639
2024-03-24 20:30:06,644 - my_logger - INFO - 2024-03-27 22:49:02,000 - mmdet - INFO - Epoch [32][1400/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3449, loss_bbox: 0.5047, d0.loss_cls: 0.3242, d0.loss_bbox: 0.3262 d1.loss_cls: 0.3250, d1.loss_bbox: 0.4786 d2.loss_cls: 0.3931, d2.loss_bbox: 0.4884 d3.loss_cls: 0.4934, d3.loss_bbox: 0.5779 d4.loss_cls: 0.5502, d4.loss_bbox: 0.5924, loss: 4.5106, grad_norm: 54.0125
2024-03-24 20:30:06,644 - my_logger - INFO - 2024-03-27 22:51:02,000 - mmdet - INFO - Epoch [32][1450/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4351, loss_bbox: 0.5254, d0.loss_cls: 0.4105, d0.loss_bbox: 0.4655 d1.loss_cls: 0.5015, d1.loss_bbox: 0.5493 d2.loss_cls: 0.5268, d2.loss_bbox: 0.5322 d3.loss_cls: 0.3278, d3.loss_bbox: 0.3806 d4.loss_cls: 0.5951, d4.loss_bbox: 0.3517, loss: 3.7441, grad_norm: 53.9021
2024-03-24 20:30:06,645 - my_logger - INFO - 2024-03-27 22:53:02,000 - mmdet - INFO - Epoch [32][1500/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3920, loss_bbox: 0.3277, d0.loss_cls: 0.4448, d0.loss_bbox: 0.5708 d1.loss_cls: 0.4697, d1.loss_bbox: 0.3910 d2.loss_cls: 0.3335, d2.loss_bbox: 0.3142 d3.loss_cls: 0.5007, d3.loss_bbox: 0.5945 d4.loss_cls: 0.4793, d4.loss_bbox: 0.5178, loss: 4.9975, grad_norm: 55.2465
2024-03-24 20:30:06,645 - my_logger - INFO - 2024-03-27 22:55:02,000 - mmdet - INFO - Epoch [32][1550/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4441, loss_bbox: 0.3182, d0.loss_cls: 0.4229, d0.loss_bbox: 0.5893 d1.loss_cls: 0.3149, d1.loss_bbox: 0.4418 d2.loss_cls: 0.5683, d2.loss_bbox: 0.3427 d3.loss_cls: 0.5033, d3.loss_bbox: 0.3570 d4.loss_cls: 0.5675, d4.loss_bbox: 0.3771, loss: 3.6700, grad_norm: 59.5561
2024-03-24 20:30:06,645 - my_logger - INFO - 2024-03-27 22:57:02,000 - mmdet - INFO - Epoch [32][1600/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2863, loss_bbox: 0.5013, d0.loss_cls: 0.5806, d0.loss_bbox: 0.5721 d1.loss_cls: 0.4046, d1.loss_bbox: 0.5806 d2.loss_cls: 0.4716, d2.loss_bbox: 0.5733 d3.loss_cls: 0.4776, d3.loss_bbox: 0.4693 d4.loss_cls: 0.4336, d4.loss_bbox: 0.5401, loss: 4.7404, grad_norm: 50.4996
2024-03-24 20:30:06,646 - my_logger - INFO - 2024-03-27 22:59:02,000 - mmdet - INFO - Epoch [32][1650/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3088, loss_bbox: 0.5187, d0.loss_cls: 0.3683, d0.loss_bbox: 0.4043 d1.loss_cls: 0.3601, d1.loss_bbox: 0.5676 d2.loss_cls: 0.3156, d2.loss_bbox: 0.4628 d3.loss_cls: 0.5840, d3.loss_bbox: 0.3634 d4.loss_cls: 0.4899, d4.loss_bbox: 0.4022, loss: 4.6726, grad_norm: 54.3488
2024-03-24 20:30:06,646 - my_logger - INFO - 2024-03-27 23:01:02,000 - mmdet - INFO - Epoch [32][1700/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3756, loss_bbox: 0.5267, d0.loss_cls: 0.5539, d0.loss_bbox: 0.5978 d1.loss_cls: 0.5272, d1.loss_bbox: 0.4563 d2.loss_cls: 0.4994, d2.loss_bbox: 0.5260 d3.loss_cls: 0.3409, d3.loss_bbox: 0.3008 d4.loss_cls: 0.5161, d4.loss_bbox: 0.4556, loss: 4.3204, grad_norm: 52.5370
2024-03-24 20:30:06,647 - my_logger - INFO - 2024-03-27 23:03:02,000 - mmdet - INFO - Epoch [32][1750/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5720, loss_bbox: 0.5899, d0.loss_cls: 0.4648, d0.loss_bbox: 0.5019 d1.loss_cls: 0.3538, d1.loss_bbox: 0.3375 d2.loss_cls: 0.3353, d2.loss_bbox: 0.5705 d3.loss_cls: 0.5914, d3.loss_bbox: 0.3299 d4.loss_cls: 0.4757, d4.loss_bbox: 0.3418, loss: 4.6743, grad_norm: 50.7698
2024-03-24 20:30:06,647 - my_logger - INFO - 2024-03-27 23:05:02,000 - mmdet - INFO - Epoch [32][1800/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3562, loss_bbox: 0.3141, d0.loss_cls: 0.3574, d0.loss_bbox: 0.4390 d1.loss_cls: 0.3364, d1.loss_bbox: 0.3452 d2.loss_cls: 0.4257, d2.loss_bbox: 0.3874 d3.loss_cls: 0.5037, d3.loss_bbox: 0.3548 d4.loss_cls: 0.5759, d4.loss_bbox: 0.5454, loss: 4.0637, grad_norm: 51.3335
2024-03-24 20:30:06,647 - my_logger - INFO - 2024-03-27 23:07:02,000 - mmdet - INFO - Epoch [32][1850/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2789, loss_bbox: 0.5595, d0.loss_cls: 0.3417, d0.loss_bbox: 0.3852 d1.loss_cls: 0.4253, d1.loss_bbox: 0.4187 d2.loss_cls: 0.4227, d2.loss_bbox: 0.3527 d3.loss_cls: 0.3229, d3.loss_bbox: 0.4462 d4.loss_cls: 0.5274, d4.loss_bbox: 0.5734, loss: 4.4599, grad_norm: 50.5221
2024-03-24 20:30:06,648 - my_logger - INFO - 2024-03-27 23:09:02,000 - mmdet - INFO - Epoch [32][1900/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4051, loss_bbox: 0.3311, d0.loss_cls: 0.5993, d0.loss_bbox: 0.4598 d1.loss_cls: 0.4938, d1.loss_bbox: 0.3546 d2.loss_cls: 0.3719, d2.loss_bbox: 0.4636 d3.loss_cls: 0.5669, d3.loss_bbox: 0.3483 d4.loss_cls: 0.5352, d4.loss_bbox: 0.3569, loss: 4.7020, grad_norm: 56.7177
2024-03-24 20:30:06,648 - my_logger - INFO - 2024-03-27 23:11:02,000 - mmdet - INFO - Epoch [32][1950/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3206, loss_bbox: 0.3586, d0.loss_cls: 0.3541, d0.loss_bbox: 0.3740 d1.loss_cls: 0.4225, d1.loss_bbox: 0.4800 d2.loss_cls: 0.5122, d2.loss_bbox: 0.5235 d3.loss_cls: 0.4458, d3.loss_bbox: 0.4101 d4.loss_cls: 0.4516, d4.loss_bbox: 0.5207, loss: 4.7184, grad_norm: 52.6684
2024-03-24 20:30:06,648 - my_logger - INFO - 2024-03-27 23:13:02,000 - mmdet - INFO - Epoch [32][2000/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5711, loss_bbox: 0.5666, d0.loss_cls: 0.4898, d0.loss_bbox: 0.3118 d1.loss_cls: 0.5742, d1.loss_bbox: 0.5947 d2.loss_cls: 0.4011, d2.loss_bbox: 0.4501 d3.loss_cls: 0.5472, d3.loss_bbox: 0.5298 d4.loss_cls: 0.5632, d4.loss_bbox: 0.3593, loss: 4.1165, grad_norm: 59.6504
2024-03-24 20:30:06,649 - my_logger - INFO - 2024-03-27 23:15:02,000 - mmdet - INFO - Epoch [32][2050/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4055, loss_bbox: 0.3033, d0.loss_cls: 0.4800, d0.loss_bbox: 0.5218 d1.loss_cls: 0.3151, d1.loss_bbox: 0.3865 d2.loss_cls: 0.3209, d2.loss_bbox: 0.4204 d3.loss_cls: 0.4407, d3.loss_bbox: 0.4297 d4.loss_cls: 0.3666, d4.loss_bbox: 0.5372, loss: 3.9852, grad_norm: 52.1468
2024-03-24 20:30:06,655 - my_logger - INFO - 2024-03-27 23:17:02,000 - mmdet - INFO - Epoch [32][2100/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5457, loss_bbox: 0.4708, d0.loss_cls: 0.4700, d0.loss_bbox: 0.4315 d1.loss_cls: 0.5684, d1.loss_bbox: 0.3192 d2.loss_cls: 0.5874, d2.loss_bbox: 0.3704 d3.loss_cls: 0.3591, d3.loss_bbox: 0.3215 d4.loss_cls: 0.4687, d4.loss_bbox: 0.4725, loss: 4.2054, grad_norm: 59.3404
2024-03-24 20:30:06,655 - my_logger - INFO - 2024-03-27 23:19:02,000 - mmdet - INFO - Epoch [32][2150/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5832, loss_bbox: 0.5891, d0.loss_cls: 0.4343, d0.loss_bbox: 0.5789 d1.loss_cls: 0.4089, d1.loss_bbox: 0.3528 d2.loss_cls: 0.4467, d2.loss_bbox: 0.4330 d3.loss_cls: 0.4711, d3.loss_bbox: 0.5008 d4.loss_cls: 0.3485, d4.loss_bbox: 0.5057, loss: 4.8736, grad_norm: 51.2147
2024-03-24 20:30:06,656 - my_logger - INFO - 2024-03-27 23:21:02,000 - mmdet - INFO - Epoch [32][2200/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3199, loss_bbox: 0.5669, d0.loss_cls: 0.3443, d0.loss_bbox: 0.5632 d1.loss_cls: 0.3670, d1.loss_bbox: 0.4243 d2.loss_cls: 0.5742, d2.loss_bbox: 0.4141 d3.loss_cls: 0.3347, d3.loss_bbox: 0.5681 d4.loss_cls: 0.3105, d4.loss_bbox: 0.4934, loss: 3.9340, grad_norm: 50.3353
2024-03-24 20:30:06,656 - my_logger - INFO - 2024-03-27 23:23:02,000 - mmdet - INFO - Epoch [32][2250/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5276, loss_bbox: 0.5223, d0.loss_cls: 0.4527, d0.loss_bbox: 0.5605 d1.loss_cls: 0.5136, d1.loss_bbox: 0.5389 d2.loss_cls: 0.3995, d2.loss_bbox: 0.5504 d3.loss_cls: 0.3182, d3.loss_bbox: 0.3507 d4.loss_cls: 0.3170, d4.loss_bbox: 0.5009, loss: 4.7606, grad_norm: 55.3939
2024-03-24 20:30:06,656 - my_logger - INFO - 2024-03-27 23:25:02,000 - mmdet - INFO - Epoch [32][2300/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3510, loss_bbox: 0.3985, d0.loss_cls: 0.3951, d0.loss_bbox: 0.3613 d1.loss_cls: 0.4743, d1.loss_bbox: 0.4530 d2.loss_cls: 0.3410, d2.loss_bbox: 0.3995 d3.loss_cls: 0.3740, d3.loss_bbox: 0.3200 d4.loss_cls: 0.4322, d4.loss_bbox: 0.3353, loss: 4.5039, grad_norm: 53.2966
2024-03-24 20:30:06,657 - my_logger - INFO - 2024-03-27 23:27:02,000 - mmdet - INFO - Epoch [32][2350/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3370, loss_bbox: 0.3906, d0.loss_cls: 0.5464, d0.loss_bbox: 0.3910 d1.loss_cls: 0.3682, d1.loss_bbox: 0.4855 d2.loss_cls: 0.3210, d2.loss_bbox: 0.4771 d3.loss_cls: 0.5728, d3.loss_bbox: 0.5740 d4.loss_cls: 0.3291, d4.loss_bbox: 0.4849, loss: 3.7839, grad_norm: 56.8008
2024-03-24 20:30:06,657 - my_logger - INFO - 2024-03-27 23:29:02,000 - mmdet - INFO - Epoch [32][2400/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5489, loss_bbox: 0.3153, d0.loss_cls: 0.5610, d0.loss_bbox: 0.5104 d1.loss_cls: 0.3228, d1.loss_bbox: 0.5715 d2.loss_cls: 0.5243, d2.loss_bbox: 0.4327 d3.loss_cls: 0.4341, d3.loss_bbox: 0.5752 d4.loss_cls: 0.5953, d4.loss_bbox: 0.4362, loss: 4.9973, grad_norm: 59.5260
2024-03-24 20:30:06,657 - my_logger - INFO - 2024-03-27 23:31:02,000 - mmdet - INFO - Epoch [32][2450/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5903, loss_bbox: 0.5913, d0.loss_cls: 0.3453, d0.loss_bbox: 0.5451 d1.loss_cls: 0.3397, d1.loss_bbox: 0.4930 d2.loss_cls: 0.5499, d2.loss_bbox: 0.3415 d3.loss_cls: 0.3589, d3.loss_bbox: 0.5637 d4.loss_cls: 0.3254, d4.loss_bbox: 0.3308, loss: 3.5185, grad_norm: 51.4301
2024-03-24 20:30:06,658 - my_logger - INFO - 2024-03-27 23:33:02,000 - mmdet - INFO - Epoch [32][2500/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5429, loss_bbox: 0.4198, d0.loss_cls: 0.4210, d0.loss_bbox: 0.5933 d1.loss_cls: 0.3551, d1.loss_bbox: 0.4362 d2.loss_cls: 0.4891, d2.loss_bbox: 0.4366 d3.loss_cls: 0.5629, d3.loss_bbox: 0.5615 d4.loss_cls: 0.5997, d4.loss_bbox: 0.4335, loss: 4.7975, grad_norm: 52.6553
2024-03-24 20:30:06,658 - my_logger - INFO - 2024-03-27 23:35:02,000 - mmdet - INFO - Epoch [32][2550/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3485, loss_bbox: 0.4308, d0.loss_cls: 0.5400, d0.loss_bbox: 0.4864 d1.loss_cls: 0.4478, d1.loss_bbox: 0.4332 d2.loss_cls: 0.4167, d2.loss_bbox: 0.5379 d3.loss_cls: 0.3410, d3.loss_bbox: 0.3763 d4.loss_cls: 0.4966, d4.loss_bbox: 0.4231, loss: 3.5459, grad_norm: 53.9640
2024-03-24 20:30:06,659 - my_logger - INFO - 2024-03-27 23:37:02,000 - mmdet - INFO - Epoch [32][2600/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3941, loss_bbox: 0.3227, d0.loss_cls: 0.4604, d0.loss_bbox: 0.5512 d1.loss_cls: 0.3840, d1.loss_bbox: 0.5578 d2.loss_cls: 0.4591, d2.loss_bbox: 0.3737 d3.loss_cls: 0.5440, d3.loss_bbox: 0.5051 d4.loss_cls: 0.4809, d4.loss_bbox: 0.4446, loss: 4.7683, grad_norm: 59.2379
2024-03-24 20:30:06,659 - my_logger - INFO - 2024-03-27 23:39:02,000 - mmdet - INFO - Epoch [32][2650/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4783, loss_bbox: 0.3024, d0.loss_cls: 0.4285, d0.loss_bbox: 0.3334 d1.loss_cls: 0.6000, d1.loss_bbox: 0.5027 d2.loss_cls: 0.4073, d2.loss_bbox: 0.5819 d3.loss_cls: 0.3981, d3.loss_bbox: 0.5119 d4.loss_cls: 0.3841, d4.loss_bbox: 0.3190, loss: 3.7799, grad_norm: 50.4031
2024-03-24 20:30:06,660 - my_logger - INFO - 2024-03-27 23:41:02,000 - mmdet - INFO - Epoch [32][2700/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5075, loss_bbox: 0.5219, d0.loss_cls: 0.5222, d0.loss_bbox: 0.4170 d1.loss_cls: 0.4390, d1.loss_bbox: 0.3888 d2.loss_cls: 0.5695, d2.loss_bbox: 0.5608 d3.loss_cls: 0.5966, d3.loss_bbox: 0.3052 d4.loss_cls: 0.4912, d4.loss_bbox: 0.4507, loss: 3.8357, grad_norm: 50.0669
2024-03-24 20:30:06,660 - my_logger - INFO - 2024-03-27 23:43:02,000 - mmdet - INFO - Epoch [32][2750/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4967, loss_bbox: 0.3608, d0.loss_cls: 0.5342, d0.loss_bbox: 0.3474 d1.loss_cls: 0.4032, d1.loss_bbox: 0.5994 d2.loss_cls: 0.3226, d2.loss_bbox: 0.4669 d3.loss_cls: 0.3492, d3.loss_bbox: 0.5947 d4.loss_cls: 0.5934, d4.loss_bbox: 0.3532, loss: 4.0095, grad_norm: 51.1361
2024-03-24 20:30:06,661 - my_logger - INFO - 2024-03-27 23:45:02,000 - mmdet - INFO - Epoch [32][2800/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3146, loss_bbox: 0.3684, d0.loss_cls: 0.4827, d0.loss_bbox: 0.3422 d1.loss_cls: 0.4967, d1.loss_bbox: 0.5624 d2.loss_cls: 0.4385, d2.loss_bbox: 0.5259 d3.loss_cls: 0.5725, d3.loss_bbox: 0.5366 d4.loss_cls: 0.4005, d4.loss_bbox: 0.4826, loss: 4.4787, grad_norm: 55.9184
2024-03-24 20:30:06,661 - my_logger - INFO - 2024-03-27 23:47:02,000 - mmdet - INFO - Epoch [32][2850/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4580, loss_bbox: 0.3845, d0.loss_cls: 0.4264, d0.loss_bbox: 0.5557 d1.loss_cls: 0.5842, d1.loss_bbox: 0.5533 d2.loss_cls: 0.5190, d2.loss_bbox: 0.3452 d3.loss_cls: 0.4685, d3.loss_bbox: 0.5851 d4.loss_cls: 0.5392, d4.loss_bbox: 0.4287, loss: 4.7548, grad_norm: 58.7448
2024-03-24 20:30:06,662 - my_logger - INFO - 2024-03-27 23:49:02,000 - mmdet - INFO - Epoch [32][2900/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2752, loss_bbox: 0.5542, d0.loss_cls: 0.5933, d0.loss_bbox: 0.3590 d1.loss_cls: 0.3539, d1.loss_bbox: 0.3007 d2.loss_cls: 0.3129, d2.loss_bbox: 0.3641 d3.loss_cls: 0.3242, d3.loss_bbox: 0.4249 d4.loss_cls: 0.5141, d4.loss_bbox: 0.4342, loss: 4.5798, grad_norm: 52.8623
2024-03-24 20:30:06,662 - my_logger - INFO - 2024-03-27 23:51:02,000 - mmdet - INFO - Epoch [32][2950/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4338, loss_bbox: 0.5752, d0.loss_cls: 0.3817, d0.loss_bbox: 0.5297 d1.loss_cls: 0.3722, d1.loss_bbox: 0.5997 d2.loss_cls: 0.3158, d2.loss_bbox: 0.3873 d3.loss_cls: 0.4291, d3.loss_bbox: 0.5100 d4.loss_cls: 0.3723, d4.loss_bbox: 0.3184, loss: 4.5030, grad_norm: 52.5444
2024-03-24 20:30:06,663 - my_logger - INFO - 2024-03-27 23:53:02,000 - mmdet - INFO - Epoch [32][3000/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4853, loss_bbox: 0.5965, d0.loss_cls: 0.5007, d0.loss_bbox: 0.3706 d1.loss_cls: 0.4861, d1.loss_bbox: 0.5686 d2.loss_cls: 0.5186, d2.loss_bbox: 0.4906 d3.loss_cls: 0.3739, d3.loss_bbox: 0.3306 d4.loss_cls: 0.3751, d4.loss_bbox: 0.3950, loss: 3.6652, grad_norm: 51.2231
2024-03-24 20:30:06,663 - my_logger - INFO - 2024-03-27 23:55:02,000 - mmdet - INFO - Epoch [32][3050/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5087, loss_bbox: 0.4777, d0.loss_cls: 0.3767, d0.loss_bbox: 0.3325 d1.loss_cls: 0.5899, d1.loss_bbox: 0.5766 d2.loss_cls: 0.3128, d2.loss_bbox: 0.3518 d3.loss_cls: 0.5385, d3.loss_bbox: 0.3901 d4.loss_cls: 0.4077, d4.loss_bbox: 0.4270, loss: 4.7626, grad_norm: 52.4815
2024-03-24 20:30:06,663 - my_logger - INFO - 2024-03-27 23:57:02,000 - mmdet - INFO - Epoch [32][3100/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3557, loss_bbox: 0.5456, d0.loss_cls: 0.5790, d0.loss_bbox: 0.4043 d1.loss_cls: 0.3108, d1.loss_bbox: 0.4890 d2.loss_cls: 0.4498, d2.loss_bbox: 0.3822 d3.loss_cls: 0.4370, d3.loss_bbox: 0.5541 d4.loss_cls: 0.5523, d4.loss_bbox: 0.4970, loss: 4.8120, grad_norm: 50.7100
2024-03-24 20:30:06,664 - my_logger - INFO - 2024-03-27 23:59:02,000 - mmdet - INFO - Epoch [32][3150/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5980, loss_bbox: 0.5934, d0.loss_cls: 0.4013, d0.loss_bbox: 0.4153 d1.loss_cls: 0.5576, d1.loss_bbox: 0.4888 d2.loss_cls: 0.4137, d2.loss_bbox: 0.4977 d3.loss_cls: 0.3556, d3.loss_bbox: 0.4126 d4.loss_cls: 0.3340, d4.loss_bbox: 0.4677, loss: 3.5684, grad_norm: 54.1727
2024-03-24 20:30:06,664 - my_logger - INFO - 2024-03-28 00:01:02,000 - mmdet - INFO - Epoch [32][3200/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3532, loss_bbox: 0.3898, d0.loss_cls: 0.5112, d0.loss_bbox: 0.3124 d1.loss_cls: 0.5355, d1.loss_bbox: 0.4454 d2.loss_cls: 0.5724, d2.loss_bbox: 0.4060 d3.loss_cls: 0.5526, d3.loss_bbox: 0.5595 d4.loss_cls: 0.3912, d4.loss_bbox: 0.4539, loss: 4.8032, grad_norm: 52.2422
2024-03-24 20:30:06,665 - my_logger - INFO - 2024-03-28 00:03:02,000 - mmdet - INFO - Epoch [32][3250/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3786, loss_bbox: 0.3071, d0.loss_cls: 0.4635, d0.loss_bbox: 0.3619 d1.loss_cls: 0.5832, d1.loss_bbox: 0.5557 d2.loss_cls: 0.4660, d2.loss_bbox: 0.5503 d3.loss_cls: 0.4629, d3.loss_bbox: 0.5844 d4.loss_cls: 0.5857, d4.loss_bbox: 0.5772, loss: 3.9831, grad_norm: 58.4489
2024-03-24 20:30:06,675 - my_logger - INFO - 2024-03-28 00:05:02,000 - mmdet - INFO - Epoch [32][3300/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2882, loss_bbox: 0.5110, d0.loss_cls: 0.5636, d0.loss_bbox: 0.5560 d1.loss_cls: 0.4490, d1.loss_bbox: 0.4203 d2.loss_cls: 0.4868, d2.loss_bbox: 0.5888 d3.loss_cls: 0.5394, d3.loss_bbox: 0.5701 d4.loss_cls: 0.4576, d4.loss_bbox: 0.5543, loss: 4.8341, grad_norm: 57.0174
2024-03-24 20:30:06,676 - my_logger - INFO - 2024-03-28 00:07:02,000 - mmdet - INFO - Epoch [32][3350/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5854, loss_bbox: 0.5892, d0.loss_cls: 0.4705, d0.loss_bbox: 0.3283 d1.loss_cls: 0.4401, d1.loss_bbox: 0.3817 d2.loss_cls: 0.4672, d2.loss_bbox: 0.5393 d3.loss_cls: 0.3586, d3.loss_bbox: 0.4728 d4.loss_cls: 0.3671, d4.loss_bbox: 0.5982, loss: 4.3685, grad_norm: 57.5571
2024-03-24 20:30:06,676 - my_logger - INFO - 2024-03-28 00:09:02,000 - mmdet - INFO - Epoch [32][3400/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3230, loss_bbox: 0.3474, d0.loss_cls: 0.3027, d0.loss_bbox: 0.5411 d1.loss_cls: 0.3062, d1.loss_bbox: 0.4441 d2.loss_cls: 0.3399, d2.loss_bbox: 0.4305 d3.loss_cls: 0.3405, d3.loss_bbox: 0.3543 d4.loss_cls: 0.4662, d4.loss_bbox: 0.5491, loss: 4.6317, grad_norm: 54.4823
2024-03-24 20:30:06,677 - my_logger - INFO - 2024-03-28 00:11:02,000 - mmdet - INFO - Epoch [32][3450/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3276, loss_bbox: 0.5395, d0.loss_cls: 0.5985, d0.loss_bbox: 0.5582 d1.loss_cls: 0.3413, d1.loss_bbox: 0.3332 d2.loss_cls: 0.3980, d2.loss_bbox: 0.4554 d3.loss_cls: 0.3195, d3.loss_bbox: 0.4704 d4.loss_cls: 0.5034, d4.loss_bbox: 0.4924, loss: 3.6173, grad_norm: 53.8166
2024-03-24 20:30:06,677 - my_logger - INFO - 2024-03-28 00:13:02,000 - mmdet - INFO - Epoch [32][3500/3517][Batch size: 50]	lr: 1.143e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5682, loss_bbox: 0.4922, d0.loss_cls: 0.3408, d0.loss_bbox: 0.5784 d1.loss_cls: 0.5412, d1.loss_bbox: 0.3401 d2.loss_cls: 0.4819, d2.loss_bbox: 0.4468 d3.loss_cls: 0.3108, d3.loss_bbox: 0.4914 d4.loss_cls: 0.3323, d4.loss_bbox: 0.4607, loss: 4.2685, grad_norm: 50.0176
2024-03-24 20:30:06,678 - my_logger - INFO - 2024-03-28 00:15:02,000 - mmdet - INFO - Epoch [33][0/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5323, loss_bbox: 0.5960, d0.loss_cls: 0.5804, d0.loss_bbox: 0.5649 d1.loss_cls: 0.3150, d1.loss_bbox: 0.4913 d2.loss_cls: 0.3722, d2.loss_bbox: 0.4884 d3.loss_cls: 0.5799, d3.loss_bbox: 0.3426 d4.loss_cls: 0.5014, d4.loss_bbox: 0.3931, loss: 4.6372, grad_norm: 54.1571
2024-03-24 20:30:06,678 - my_logger - INFO - 2024-03-28 00:17:02,000 - mmdet - INFO - Epoch [33][50/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3390, loss_bbox: 0.3349, d0.loss_cls: 0.4460, d0.loss_bbox: 0.4413 d1.loss_cls: 0.4123, d1.loss_bbox: 0.3883 d2.loss_cls: 0.5436, d2.loss_bbox: 0.4093 d3.loss_cls: 0.4388, d3.loss_bbox: 0.3819 d4.loss_cls: 0.5438, d4.loss_bbox: 0.5955, loss: 4.1852, grad_norm: 55.2474
2024-03-24 20:30:06,679 - my_logger - INFO - 2024-03-28 00:19:02,000 - mmdet - INFO - Epoch [33][100/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5898, loss_bbox: 0.3406, d0.loss_cls: 0.3016, d0.loss_bbox: 0.3435 d1.loss_cls: 0.3458, d1.loss_bbox: 0.5330 d2.loss_cls: 0.5545, d2.loss_bbox: 0.4812 d3.loss_cls: 0.5674, d3.loss_bbox: 0.4096 d4.loss_cls: 0.3938, d4.loss_bbox: 0.5068, loss: 3.7113, grad_norm: 52.2387
2024-03-24 20:30:06,679 - my_logger - INFO - 2024-03-28 00:21:02,000 - mmdet - INFO - Epoch [33][150/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3905, loss_bbox: 0.3206, d0.loss_cls: 0.3992, d0.loss_bbox: 0.5137 d1.loss_cls: 0.4924, d1.loss_bbox: 0.3907 d2.loss_cls: 0.5317, d2.loss_bbox: 0.5747 d3.loss_cls: 0.3901, d3.loss_bbox: 0.5494 d4.loss_cls: 0.5589, d4.loss_bbox: 0.3763, loss: 4.7179, grad_norm: 55.0953
2024-03-24 20:30:06,680 - my_logger - INFO - 2024-03-28 00:23:02,000 - mmdet - INFO - Epoch [33][200/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4224, loss_bbox: 0.5820, d0.loss_cls: 0.3784, d0.loss_bbox: 0.5284 d1.loss_cls: 0.4673, d1.loss_bbox: 0.5577 d2.loss_cls: 0.3098, d2.loss_bbox: 0.4531 d3.loss_cls: 0.5613, d3.loss_bbox: 0.5654 d4.loss_cls: 0.3228, d4.loss_bbox: 0.5347, loss: 4.8729, grad_norm: 57.5189
2024-03-24 20:30:06,680 - my_logger - INFO - 2024-03-28 00:25:02,000 - mmdet - INFO - Epoch [33][250/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5195, loss_bbox: 0.3312, d0.loss_cls: 0.3941, d0.loss_bbox: 0.3346 d1.loss_cls: 0.3076, d1.loss_bbox: 0.5765 d2.loss_cls: 0.3347, d2.loss_bbox: 0.4181 d3.loss_cls: 0.4637, d3.loss_bbox: 0.4667 d4.loss_cls: 0.4181, d4.loss_bbox: 0.4551, loss: 4.0046, grad_norm: 58.2994
2024-03-24 20:30:06,681 - my_logger - INFO - 2024-03-28 00:27:02,000 - mmdet - INFO - Epoch [33][300/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3943, loss_bbox: 0.3405, d0.loss_cls: 0.5018, d0.loss_bbox: 0.5483 d1.loss_cls: 0.3144, d1.loss_bbox: 0.5746 d2.loss_cls: 0.3903, d2.loss_bbox: 0.5358 d3.loss_cls: 0.3102, d3.loss_bbox: 0.3502 d4.loss_cls: 0.5818, d4.loss_bbox: 0.4234, loss: 4.0248, grad_norm: 58.2202
2024-03-24 20:30:06,681 - my_logger - INFO - 2024-03-28 00:29:02,000 - mmdet - INFO - Epoch [33][350/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3947, loss_bbox: 0.4927, d0.loss_cls: 0.5894, d0.loss_bbox: 0.3986 d1.loss_cls: 0.3989, d1.loss_bbox: 0.5739 d2.loss_cls: 0.4248, d2.loss_bbox: 0.5193 d3.loss_cls: 0.5126, d3.loss_bbox: 0.3038 d4.loss_cls: 0.3106, d4.loss_bbox: 0.4743, loss: 3.7526, grad_norm: 53.0401
2024-03-24 20:30:06,682 - my_logger - INFO - 2024-03-28 00:31:02,000 - mmdet - INFO - Epoch [33][400/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5567, loss_bbox: 0.5969, d0.loss_cls: 0.5121, d0.loss_bbox: 0.3284 d1.loss_cls: 0.5836, d1.loss_bbox: 0.4564 d2.loss_cls: 0.3115, d2.loss_bbox: 0.5031 d3.loss_cls: 0.4331, d3.loss_bbox: 0.4102 d4.loss_cls: 0.3096, d4.loss_bbox: 0.4566, loss: 4.7773, grad_norm: 52.8377
2024-03-24 20:30:06,682 - my_logger - INFO - 2024-03-28 00:33:02,000 - mmdet - INFO - Epoch [33][450/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3194, loss_bbox: 0.4653, d0.loss_cls: 0.3549, d0.loss_bbox: 0.5364 d1.loss_cls: 0.4761, d1.loss_bbox: 0.5887 d2.loss_cls: 0.4505, d2.loss_bbox: 0.4151 d3.loss_cls: 0.5525, d3.loss_bbox: 0.5792 d4.loss_cls: 0.5287, d4.loss_bbox: 0.3662, loss: 4.3086, grad_norm: 53.0115
2024-03-24 20:30:06,683 - my_logger - INFO - 2024-03-28 00:35:02,000 - mmdet - INFO - Epoch [33][500/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5814, loss_bbox: 0.4531, d0.loss_cls: 0.5904, d0.loss_bbox: 0.4362 d1.loss_cls: 0.5330, d1.loss_bbox: 0.5386 d2.loss_cls: 0.5931, d2.loss_bbox: 0.5166 d3.loss_cls: 0.5116, d3.loss_bbox: 0.3148 d4.loss_cls: 0.5466, d4.loss_bbox: 0.3564, loss: 4.3818, grad_norm: 52.8152
2024-03-24 20:30:06,683 - my_logger - INFO - 2024-03-28 00:37:02,000 - mmdet - INFO - Epoch [33][550/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3547, loss_bbox: 0.5586, d0.loss_cls: 0.4919, d0.loss_bbox: 0.5887 d1.loss_cls: 0.5118, d1.loss_bbox: 0.5808 d2.loss_cls: 0.3235, d2.loss_bbox: 0.5917 d3.loss_cls: 0.5226, d3.loss_bbox: 0.5771 d4.loss_cls: 0.3158, d4.loss_bbox: 0.5107, loss: 3.7448, grad_norm: 57.2505
2024-03-24 20:30:06,683 - my_logger - INFO - 2024-03-28 00:39:02,000 - mmdet - INFO - Epoch [33][600/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2550, loss_bbox: 0.4049, d0.loss_cls: 0.3091, d0.loss_bbox: 0.5550 d1.loss_cls: 0.5629, d1.loss_bbox: 0.4539 d2.loss_cls: 0.5887, d2.loss_bbox: 0.5823 d3.loss_cls: 0.5033, d3.loss_bbox: 0.4826 d4.loss_cls: 0.3261, d4.loss_bbox: 0.3805, loss: 4.7395, grad_norm: 57.0662
2024-03-24 20:30:06,684 - my_logger - INFO - 2024-03-28 00:41:02,000 - mmdet - INFO - Epoch [33][650/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.3316, d0.loss_cls: 0.4928, d0.loss_bbox: 0.4093 d1.loss_cls: 0.5152, d1.loss_bbox: 0.3809 d2.loss_cls: 0.3458, d2.loss_bbox: 0.3042 d3.loss_cls: 0.4955, d3.loss_bbox: 0.5752 d4.loss_cls: 0.3449, d4.loss_bbox: 0.4021, loss: 4.3290, grad_norm: 50.3809
2024-03-24 20:30:06,684 - my_logger - INFO - 2024-03-28 00:43:02,000 - mmdet - INFO - Epoch [33][700/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3179, loss_bbox: 0.3838, d0.loss_cls: 0.5949, d0.loss_bbox: 0.4441 d1.loss_cls: 0.4582, d1.loss_bbox: 0.3543 d2.loss_cls: 0.5823, d2.loss_bbox: 0.4531 d3.loss_cls: 0.3258, d3.loss_bbox: 0.3757 d4.loss_cls: 0.4458, d4.loss_bbox: 0.5601, loss: 3.8653, grad_norm: 50.3629
2024-03-24 20:30:06,684 - my_logger - INFO - 2024-03-28 00:45:02,000 - mmdet - INFO - Epoch [33][750/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3880, loss_bbox: 0.4298, d0.loss_cls: 0.4297, d0.loss_bbox: 0.3456 d1.loss_cls: 0.4117, d1.loss_bbox: 0.5570 d2.loss_cls: 0.5736, d2.loss_bbox: 0.3022 d3.loss_cls: 0.4025, d3.loss_bbox: 0.4266 d4.loss_cls: 0.4325, d4.loss_bbox: 0.4179, loss: 3.6148, grad_norm: 57.2938
2024-03-24 20:30:06,685 - my_logger - INFO - 2024-03-28 00:47:02,000 - mmdet - INFO - Epoch [33][800/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3943, loss_bbox: 0.5069, d0.loss_cls: 0.5499, d0.loss_bbox: 0.5424 d1.loss_cls: 0.4772, d1.loss_bbox: 0.4795 d2.loss_cls: 0.5217, d2.loss_bbox: 0.5133 d3.loss_cls: 0.5715, d3.loss_bbox: 0.4014 d4.loss_cls: 0.3191, d4.loss_bbox: 0.4172, loss: 4.4323, grad_norm: 53.2943
2024-03-24 20:30:06,685 - my_logger - INFO - 2024-03-28 00:49:02,000 - mmdet - INFO - Epoch [33][850/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4115, loss_bbox: 0.5629, d0.loss_cls: 0.4542, d0.loss_bbox: 0.5532 d1.loss_cls: 0.4165, d1.loss_bbox: 0.4151 d2.loss_cls: 0.5585, d2.loss_bbox: 0.5381 d3.loss_cls: 0.4940, d3.loss_bbox: 0.4244 d4.loss_cls: 0.5975, d4.loss_bbox: 0.5345, loss: 4.3888, grad_norm: 53.6623
2024-03-24 20:30:06,686 - my_logger - INFO - 2024-03-28 00:51:02,000 - mmdet - INFO - Epoch [33][900/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2610, loss_bbox: 0.3492, d0.loss_cls: 0.5738, d0.loss_bbox: 0.3151 d1.loss_cls: 0.5718, d1.loss_bbox: 0.3552 d2.loss_cls: 0.3273, d2.loss_bbox: 0.3645 d3.loss_cls: 0.3700, d3.loss_bbox: 0.4672 d4.loss_cls: 0.4287, d4.loss_bbox: 0.4906, loss: 4.0482, grad_norm: 51.4713
2024-03-24 20:30:06,686 - my_logger - INFO - 2024-03-28 00:53:02,000 - mmdet - INFO - Epoch [33][950/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3498, loss_bbox: 0.5142, d0.loss_cls: 0.5846, d0.loss_bbox: 0.5903 d1.loss_cls: 0.3620, d1.loss_bbox: 0.5464 d2.loss_cls: 0.5919, d2.loss_bbox: 0.5829 d3.loss_cls: 0.3594, d3.loss_bbox: 0.4730 d4.loss_cls: 0.3082, d4.loss_bbox: 0.3709, loss: 3.9446, grad_norm: 52.6184
2024-03-24 20:30:06,686 - my_logger - INFO - 2024-03-28 00:55:02,000 - mmdet - INFO - Epoch [33][1000/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3683, loss_bbox: 0.4585, d0.loss_cls: 0.4296, d0.loss_bbox: 0.5875 d1.loss_cls: 0.3969, d1.loss_bbox: 0.4266 d2.loss_cls: 0.4150, d2.loss_bbox: 0.4635 d3.loss_cls: 0.3983, d3.loss_bbox: 0.4930 d4.loss_cls: 0.4836, d4.loss_bbox: 0.5021, loss: 3.6395, grad_norm: 58.0875
2024-03-24 20:30:06,687 - my_logger - INFO - 2024-03-28 00:57:02,000 - mmdet - INFO - Epoch [33][1050/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3218, loss_bbox: 0.4825, d0.loss_cls: 0.3502, d0.loss_bbox: 0.4787 d1.loss_cls: 0.5988, d1.loss_bbox: 0.5047 d2.loss_cls: 0.5135, d2.loss_bbox: 0.4030 d3.loss_cls: 0.3965, d3.loss_bbox: 0.4618 d4.loss_cls: 0.5361, d4.loss_bbox: 0.4172, loss: 4.0121, grad_norm: 54.6824
2024-03-24 20:30:06,687 - my_logger - INFO - 2024-03-28 00:59:02,000 - mmdet - INFO - Epoch [33][1100/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5891, loss_bbox: 0.4471, d0.loss_cls: 0.4612, d0.loss_bbox: 0.4930 d1.loss_cls: 0.3291, d1.loss_bbox: 0.5372 d2.loss_cls: 0.3416, d2.loss_bbox: 0.3097 d3.loss_cls: 0.4846, d3.loss_bbox: 0.4102 d4.loss_cls: 0.4905, d4.loss_bbox: 0.4491, loss: 3.9236, grad_norm: 56.8925
2024-03-24 20:30:06,688 - my_logger - INFO - 2024-03-28 01:01:02,000 - mmdet - INFO - Epoch [33][1150/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4893, loss_bbox: 0.4028, d0.loss_cls: 0.5673, d0.loss_bbox: 0.4023 d1.loss_cls: 0.3583, d1.loss_bbox: 0.5453 d2.loss_cls: 0.5843, d2.loss_bbox: 0.5864 d3.loss_cls: 0.5846, d3.loss_bbox: 0.4240 d4.loss_cls: 0.4711, d4.loss_bbox: 0.3026, loss: 4.7885, grad_norm: 55.6542
2024-03-24 20:30:06,688 - my_logger - INFO - 2024-03-28 01:03:02,000 - mmdet - INFO - Epoch [33][1200/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4784, loss_bbox: 0.5501, d0.loss_cls: 0.3334, d0.loss_bbox: 0.3981 d1.loss_cls: 0.3582, d1.loss_bbox: 0.4933 d2.loss_cls: 0.4605, d2.loss_bbox: 0.3858 d3.loss_cls: 0.3114, d3.loss_bbox: 0.4080 d4.loss_cls: 0.4321, d4.loss_bbox: 0.5618, loss: 3.9425, grad_norm: 55.9899
2024-03-24 20:30:06,688 - my_logger - INFO - 2024-03-28 01:05:02,000 - mmdet - INFO - Epoch [33][1250/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4350, loss_bbox: 0.3151, d0.loss_cls: 0.3232, d0.loss_bbox: 0.3673 d1.loss_cls: 0.4403, d1.loss_bbox: 0.3191 d2.loss_cls: 0.5548, d2.loss_bbox: 0.4052 d3.loss_cls: 0.4856, d3.loss_bbox: 0.4862 d4.loss_cls: 0.4320, d4.loss_bbox: 0.3485, loss: 4.1937, grad_norm: 59.3416
2024-03-24 20:30:06,689 - my_logger - INFO - 2024-03-28 01:07:02,000 - mmdet - INFO - Epoch [33][1300/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3082, loss_bbox: 0.5870, d0.loss_cls: 0.4173, d0.loss_bbox: 0.3679 d1.loss_cls: 0.5871, d1.loss_bbox: 0.3581 d2.loss_cls: 0.4116, d2.loss_bbox: 0.5343 d3.loss_cls: 0.5859, d3.loss_bbox: 0.4460 d4.loss_cls: 0.3516, d4.loss_bbox: 0.4824, loss: 4.8062, grad_norm: 53.6860
2024-03-24 20:30:06,689 - my_logger - INFO - 2024-03-28 01:09:02,000 - mmdet - INFO - Epoch [33][1350/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5533, loss_bbox: 0.4362, d0.loss_cls: 0.4967, d0.loss_bbox: 0.5381 d1.loss_cls: 0.4987, d1.loss_bbox: 0.5519 d2.loss_cls: 0.5172, d2.loss_bbox: 0.4521 d3.loss_cls: 0.4418, d3.loss_bbox: 0.5356 d4.loss_cls: 0.3321, d4.loss_bbox: 0.5653, loss: 4.1614, grad_norm: 58.5547
2024-03-24 20:30:06,689 - my_logger - INFO - 2024-03-28 01:11:02,000 - mmdet - INFO - Epoch [33][1400/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4219, loss_bbox: 0.3670, d0.loss_cls: 0.3309, d0.loss_bbox: 0.4568 d1.loss_cls: 0.3124, d1.loss_bbox: 0.3857 d2.loss_cls: 0.4506, d2.loss_bbox: 0.5614 d3.loss_cls: 0.5662, d3.loss_bbox: 0.4310 d4.loss_cls: 0.3322, d4.loss_bbox: 0.5678, loss: 4.1643, grad_norm: 59.2976
2024-03-24 20:30:06,690 - my_logger - INFO - 2024-03-28 01:13:02,000 - mmdet - INFO - Epoch [33][1450/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4496, loss_bbox: 0.3400, d0.loss_cls: 0.4320, d0.loss_bbox: 0.5670 d1.loss_cls: 0.3762, d1.loss_bbox: 0.5126 d2.loss_cls: 0.5256, d2.loss_bbox: 0.3566 d3.loss_cls: 0.4398, d3.loss_bbox: 0.3410 d4.loss_cls: 0.3631, d4.loss_bbox: 0.3500, loss: 4.9852, grad_norm: 50.1637
2024-03-24 20:30:06,690 - my_logger - INFO - 2024-03-28 01:15:02,000 - mmdet - INFO - Epoch [33][1500/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3528, loss_bbox: 0.5604, d0.loss_cls: 0.4587, d0.loss_bbox: 0.3164 d1.loss_cls: 0.5307, d1.loss_bbox: 0.3141 d2.loss_cls: 0.4314, d2.loss_bbox: 0.4876 d3.loss_cls: 0.4426, d3.loss_bbox: 0.4419 d4.loss_cls: 0.3087, d4.loss_bbox: 0.4015, loss: 4.8229, grad_norm: 50.7503
2024-03-24 20:30:06,691 - my_logger - INFO - 2024-03-28 01:17:02,000 - mmdet - INFO - Epoch [33][1550/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3860, loss_bbox: 0.5378, d0.loss_cls: 0.4489, d0.loss_bbox: 0.3936 d1.loss_cls: 0.3414, d1.loss_bbox: 0.5471 d2.loss_cls: 0.4248, d2.loss_bbox: 0.3527 d3.loss_cls: 0.3508, d3.loss_bbox: 0.4703 d4.loss_cls: 0.5917, d4.loss_bbox: 0.4575, loss: 4.8516, grad_norm: 57.7718
2024-03-24 20:30:06,691 - my_logger - INFO - 2024-03-28 01:19:02,000 - mmdet - INFO - Epoch [33][1600/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2918, loss_bbox: 0.3524, d0.loss_cls: 0.5647, d0.loss_bbox: 0.4404 d1.loss_cls: 0.5517, d1.loss_bbox: 0.4287 d2.loss_cls: 0.3387, d2.loss_bbox: 0.3243 d3.loss_cls: 0.3856, d3.loss_bbox: 0.6000 d4.loss_cls: 0.5299, d4.loss_bbox: 0.3803, loss: 4.0355, grad_norm: 54.6381
2024-03-24 20:30:06,691 - my_logger - INFO - 2024-03-28 01:21:02,000 - mmdet - INFO - Epoch [33][1650/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2712, loss_bbox: 0.5409, d0.loss_cls: 0.5260, d0.loss_bbox: 0.5672 d1.loss_cls: 0.5696, d1.loss_bbox: 0.5534 d2.loss_cls: 0.4824, d2.loss_bbox: 0.4303 d3.loss_cls: 0.3668, d3.loss_bbox: 0.5961 d4.loss_cls: 0.5524, d4.loss_bbox: 0.4261, loss: 4.6162, grad_norm: 56.0550
2024-03-24 20:30:06,692 - my_logger - INFO - 2024-03-28 01:23:02,000 - mmdet - INFO - Epoch [33][1700/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5167, loss_bbox: 0.3371, d0.loss_cls: 0.4722, d0.loss_bbox: 0.3222 d1.loss_cls: 0.4756, d1.loss_bbox: 0.3082 d2.loss_cls: 0.5375, d2.loss_bbox: 0.3404 d3.loss_cls: 0.3119, d3.loss_bbox: 0.4240 d4.loss_cls: 0.3691, d4.loss_bbox: 0.3532, loss: 4.0247, grad_norm: 59.8229
2024-03-24 20:30:06,692 - my_logger - INFO - 2024-03-28 01:25:02,000 - mmdet - INFO - Epoch [33][1750/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5058, loss_bbox: 0.5186, d0.loss_cls: 0.3947, d0.loss_bbox: 0.3141 d1.loss_cls: 0.4430, d1.loss_bbox: 0.5807 d2.loss_cls: 0.5273, d2.loss_bbox: 0.4570 d3.loss_cls: 0.3000, d3.loss_bbox: 0.3165 d4.loss_cls: 0.5434, d4.loss_bbox: 0.4066, loss: 4.6952, grad_norm: 56.7658
2024-03-24 20:30:06,692 - my_logger - INFO - 2024-03-28 01:27:02,000 - mmdet - INFO - Epoch [33][1800/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5224, loss_bbox: 0.5086, d0.loss_cls: 0.4690, d0.loss_bbox: 0.3253 d1.loss_cls: 0.4151, d1.loss_bbox: 0.3700 d2.loss_cls: 0.5064, d2.loss_bbox: 0.5160 d3.loss_cls: 0.4484, d3.loss_bbox: 0.5442 d4.loss_cls: 0.4664, d4.loss_bbox: 0.5979, loss: 4.0320, grad_norm: 55.8777
2024-03-24 20:30:06,693 - my_logger - INFO - 2024-03-28 01:29:02,000 - mmdet - INFO - Epoch [33][1850/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4948, loss_bbox: 0.5812, d0.loss_cls: 0.3763, d0.loss_bbox: 0.4359 d1.loss_cls: 0.3415, d1.loss_bbox: 0.5712 d2.loss_cls: 0.3485, d2.loss_bbox: 0.4437 d3.loss_cls: 0.3269, d3.loss_bbox: 0.5807 d4.loss_cls: 0.4929, d4.loss_bbox: 0.3872, loss: 4.2550, grad_norm: 54.3905
2024-03-24 20:30:06,693 - my_logger - INFO - 2024-03-28 01:31:02,000 - mmdet - INFO - Epoch [33][1900/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3899, loss_bbox: 0.5602, d0.loss_cls: 0.4535, d0.loss_bbox: 0.5674 d1.loss_cls: 0.5389, d1.loss_bbox: 0.4531 d2.loss_cls: 0.4983, d2.loss_bbox: 0.3499 d3.loss_cls: 0.5142, d3.loss_bbox: 0.4017 d4.loss_cls: 0.3827, d4.loss_bbox: 0.5803, loss: 3.6966, grad_norm: 51.9838
2024-03-24 20:30:06,694 - my_logger - INFO - 2024-03-28 01:33:02,000 - mmdet - INFO - Epoch [33][1950/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5738, loss_bbox: 0.4656, d0.loss_cls: 0.5434, d0.loss_bbox: 0.3947 d1.loss_cls: 0.3941, d1.loss_bbox: 0.3109 d2.loss_cls: 0.5530, d2.loss_bbox: 0.5838 d3.loss_cls: 0.4954, d3.loss_bbox: 0.5475 d4.loss_cls: 0.4256, d4.loss_bbox: 0.5554, loss: 4.4952, grad_norm: 55.1652
2024-03-24 20:30:06,694 - my_logger - INFO - 2024-03-28 01:35:02,000 - mmdet - INFO - Epoch [33][2000/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5970, loss_bbox: 0.3473, d0.loss_cls: 0.5646, d0.loss_bbox: 0.5047 d1.loss_cls: 0.4182, d1.loss_bbox: 0.5900 d2.loss_cls: 0.3426, d2.loss_bbox: 0.5241 d3.loss_cls: 0.5733, d3.loss_bbox: 0.5884 d4.loss_cls: 0.5725, d4.loss_bbox: 0.5844, loss: 3.5301, grad_norm: 54.4835
2024-03-24 20:30:06,694 - my_logger - INFO - 2024-03-28 01:37:02,000 - mmdet - INFO - Epoch [33][2050/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4383, loss_bbox: 0.4404, d0.loss_cls: 0.3206, d0.loss_bbox: 0.5692 d1.loss_cls: 0.4231, d1.loss_bbox: 0.4500 d2.loss_cls: 0.4010, d2.loss_bbox: 0.3265 d3.loss_cls: 0.3898, d3.loss_bbox: 0.4096 d4.loss_cls: 0.5822, d4.loss_bbox: 0.4180, loss: 4.6132, grad_norm: 54.5276
2024-03-24 20:30:06,695 - my_logger - INFO - 2024-03-28 01:39:02,000 - mmdet - INFO - Epoch [33][2100/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3726, loss_bbox: 0.3047, d0.loss_cls: 0.4948, d0.loss_bbox: 0.5330 d1.loss_cls: 0.5495, d1.loss_bbox: 0.4340 d2.loss_cls: 0.3175, d2.loss_bbox: 0.5021 d3.loss_cls: 0.3877, d3.loss_bbox: 0.5076 d4.loss_cls: 0.3751, d4.loss_bbox: 0.5471, loss: 4.1666, grad_norm: 53.5723
2024-03-24 20:30:06,695 - my_logger - INFO - 2024-03-28 01:41:02,000 - mmdet - INFO - Epoch [33][2150/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3261, loss_bbox: 0.3714, d0.loss_cls: 0.4779, d0.loss_bbox: 0.4910 d1.loss_cls: 0.5784, d1.loss_bbox: 0.3176 d2.loss_cls: 0.5431, d2.loss_bbox: 0.4746 d3.loss_cls: 0.5181, d3.loss_bbox: 0.3370 d4.loss_cls: 0.4412, d4.loss_bbox: 0.4505, loss: 4.6795, grad_norm: 53.2038
2024-03-24 20:30:06,696 - my_logger - INFO - 2024-03-28 01:43:02,000 - mmdet - INFO - Epoch [33][2200/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2599, loss_bbox: 0.4503, d0.loss_cls: 0.3541, d0.loss_bbox: 0.5375 d1.loss_cls: 0.4169, d1.loss_bbox: 0.3498 d2.loss_cls: 0.3526, d2.loss_bbox: 0.4164 d3.loss_cls: 0.3013, d3.loss_bbox: 0.5226 d4.loss_cls: 0.3210, d4.loss_bbox: 0.5648, loss: 3.6574, grad_norm: 55.2082
2024-03-24 20:30:06,696 - my_logger - INFO - 2024-03-28 01:45:02,000 - mmdet - INFO - Epoch [33][2250/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3074, loss_bbox: 0.3709, d0.loss_cls: 0.3008, d0.loss_bbox: 0.4908 d1.loss_cls: 0.3801, d1.loss_bbox: 0.3249 d2.loss_cls: 0.5439, d2.loss_bbox: 0.4271 d3.loss_cls: 0.4481, d3.loss_bbox: 0.4402 d4.loss_cls: 0.5008, d4.loss_bbox: 0.3277, loss: 4.9951, grad_norm: 54.9844
2024-03-24 20:30:06,696 - my_logger - INFO - 2024-03-28 01:47:02,000 - mmdet - INFO - Epoch [33][2300/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4509, loss_bbox: 0.3915, d0.loss_cls: 0.4590, d0.loss_bbox: 0.5653 d1.loss_cls: 0.5978, d1.loss_bbox: 0.3289 d2.loss_cls: 0.3760, d2.loss_bbox: 0.4113 d3.loss_cls: 0.3622, d3.loss_bbox: 0.3460 d4.loss_cls: 0.4692, d4.loss_bbox: 0.3890, loss: 3.7481, grad_norm: 53.0931
2024-03-24 20:30:06,697 - my_logger - INFO - 2024-03-28 01:49:02,000 - mmdet - INFO - Epoch [33][2350/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4836, loss_bbox: 0.3812, d0.loss_cls: 0.4335, d0.loss_bbox: 0.5715 d1.loss_cls: 0.3521, d1.loss_bbox: 0.4313 d2.loss_cls: 0.3784, d2.loss_bbox: 0.3676 d3.loss_cls: 0.4245, d3.loss_bbox: 0.5818 d4.loss_cls: 0.3777, d4.loss_bbox: 0.4680, loss: 3.6656, grad_norm: 51.9025
2024-03-24 20:30:06,703 - my_logger - INFO - 2024-03-28 01:51:02,000 - mmdet - INFO - Epoch [33][2400/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3625, loss_bbox: 0.3816, d0.loss_cls: 0.5749, d0.loss_bbox: 0.3816 d1.loss_cls: 0.4900, d1.loss_bbox: 0.3203 d2.loss_cls: 0.3312, d2.loss_bbox: 0.3267 d3.loss_cls: 0.5866, d3.loss_bbox: 0.5941 d4.loss_cls: 0.4921, d4.loss_bbox: 0.3591, loss: 4.9037, grad_norm: 54.4996
2024-03-24 20:30:06,703 - my_logger - INFO - 2024-03-28 01:53:02,000 - mmdet - INFO - Epoch [33][2450/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5226, loss_bbox: 0.4017, d0.loss_cls: 0.3604, d0.loss_bbox: 0.4109 d1.loss_cls: 0.4018, d1.loss_bbox: 0.5064 d2.loss_cls: 0.4542, d2.loss_bbox: 0.3016 d3.loss_cls: 0.4649, d3.loss_bbox: 0.5552 d4.loss_cls: 0.4167, d4.loss_bbox: 0.4512, loss: 3.7878, grad_norm: 56.8659
2024-03-24 20:30:06,704 - my_logger - INFO - 2024-03-28 01:55:02,000 - mmdet - INFO - Epoch [33][2500/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3810, loss_bbox: 0.5412, d0.loss_cls: 0.4806, d0.loss_bbox: 0.5147 d1.loss_cls: 0.5237, d1.loss_bbox: 0.5950 d2.loss_cls: 0.4064, d2.loss_bbox: 0.5581 d3.loss_cls: 0.5124, d3.loss_bbox: 0.5940 d4.loss_cls: 0.5051, d4.loss_bbox: 0.5717, loss: 3.6520, grad_norm: 51.0464
2024-03-24 20:30:06,704 - my_logger - INFO - 2024-03-28 01:57:02,000 - mmdet - INFO - Epoch [33][2550/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4971, loss_bbox: 0.3865, d0.loss_cls: 0.3187, d0.loss_bbox: 0.4249 d1.loss_cls: 0.5973, d1.loss_bbox: 0.3169 d2.loss_cls: 0.5175, d2.loss_bbox: 0.4261 d3.loss_cls: 0.3544, d3.loss_bbox: 0.4850 d4.loss_cls: 0.3976, d4.loss_bbox: 0.5963, loss: 4.0102, grad_norm: 54.1805
2024-03-24 20:30:06,705 - my_logger - INFO - 2024-03-28 01:59:02,000 - mmdet - INFO - Epoch [33][2600/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5373, loss_bbox: 0.3807, d0.loss_cls: 0.3294, d0.loss_bbox: 0.3645 d1.loss_cls: 0.4988, d1.loss_bbox: 0.5900 d2.loss_cls: 0.3446, d2.loss_bbox: 0.3013 d3.loss_cls: 0.3172, d3.loss_bbox: 0.3457 d4.loss_cls: 0.3866, d4.loss_bbox: 0.5769, loss: 4.4123, grad_norm: 58.1809
2024-03-24 20:30:06,705 - my_logger - INFO - 2024-03-28 02:01:02,000 - mmdet - INFO - Epoch [33][2650/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5275, loss_bbox: 0.4194, d0.loss_cls: 0.4819, d0.loss_bbox: 0.5825 d1.loss_cls: 0.4503, d1.loss_bbox: 0.5573 d2.loss_cls: 0.4299, d2.loss_bbox: 0.5821 d3.loss_cls: 0.4693, d3.loss_bbox: 0.5005 d4.loss_cls: 0.4841, d4.loss_bbox: 0.4789, loss: 4.6646, grad_norm: 57.7307
2024-03-24 20:30:06,705 - my_logger - INFO - 2024-03-28 02:03:02,000 - mmdet - INFO - Epoch [33][2700/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4449, loss_bbox: 0.4530, d0.loss_cls: 0.3923, d0.loss_bbox: 0.4193 d1.loss_cls: 0.4176, d1.loss_bbox: 0.5251 d2.loss_cls: 0.4298, d2.loss_bbox: 0.5483 d3.loss_cls: 0.3492, d3.loss_bbox: 0.5807 d4.loss_cls: 0.3899, d4.loss_bbox: 0.5414, loss: 4.3051, grad_norm: 51.8576
2024-03-24 20:30:06,706 - my_logger - INFO - 2024-03-28 02:05:02,000 - mmdet - INFO - Epoch [33][2750/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5259, loss_bbox: 0.5737, d0.loss_cls: 0.4564, d0.loss_bbox: 0.3894 d1.loss_cls: 0.4348, d1.loss_bbox: 0.4470 d2.loss_cls: 0.3865, d2.loss_bbox: 0.4553 d3.loss_cls: 0.4701, d3.loss_bbox: 0.3458 d4.loss_cls: 0.4949, d4.loss_bbox: 0.4860, loss: 4.3516, grad_norm: 56.0472
2024-03-24 20:30:06,706 - my_logger - INFO - 2024-03-28 02:07:02,000 - mmdet - INFO - Epoch [33][2800/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3511, loss_bbox: 0.4621, d0.loss_cls: 0.4572, d0.loss_bbox: 0.4285 d1.loss_cls: 0.3999, d1.loss_bbox: 0.4405 d2.loss_cls: 0.3211, d2.loss_bbox: 0.4639 d3.loss_cls: 0.5897, d3.loss_bbox: 0.5878 d4.loss_cls: 0.5651, d4.loss_bbox: 0.4922, loss: 3.5215, grad_norm: 50.5228
2024-03-24 20:30:06,707 - my_logger - INFO - 2024-03-28 02:09:02,000 - mmdet - INFO - Epoch [33][2850/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3079, loss_bbox: 0.4244, d0.loss_cls: 0.4576, d0.loss_bbox: 0.3886 d1.loss_cls: 0.5192, d1.loss_bbox: 0.4218 d2.loss_cls: 0.4359, d2.loss_bbox: 0.3907 d3.loss_cls: 0.4155, d3.loss_bbox: 0.4325 d4.loss_cls: 0.5939, d4.loss_bbox: 0.4276, loss: 3.9316, grad_norm: 53.6532
2024-03-24 20:30:06,707 - my_logger - INFO - 2024-03-28 02:11:02,000 - mmdet - INFO - Epoch [33][2900/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4399, loss_bbox: 0.5085, d0.loss_cls: 0.5864, d0.loss_bbox: 0.4653 d1.loss_cls: 0.4295, d1.loss_bbox: 0.3974 d2.loss_cls: 0.3632, d2.loss_bbox: 0.5491 d3.loss_cls: 0.4136, d3.loss_bbox: 0.4649 d4.loss_cls: 0.3961, d4.loss_bbox: 0.4242, loss: 4.5953, grad_norm: 55.1070
2024-03-24 20:30:06,708 - my_logger - INFO - 2024-03-28 02:13:02,000 - mmdet - INFO - Epoch [33][2950/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5804, loss_bbox: 0.3148, d0.loss_cls: 0.3946, d0.loss_bbox: 0.5628 d1.loss_cls: 0.3511, d1.loss_bbox: 0.4421 d2.loss_cls: 0.4828, d2.loss_bbox: 0.4663 d3.loss_cls: 0.5863, d3.loss_bbox: 0.3338 d4.loss_cls: 0.5412, d4.loss_bbox: 0.3864, loss: 3.5137, grad_norm: 50.3570
2024-03-24 20:30:06,708 - my_logger - INFO - 2024-03-28 02:15:02,000 - mmdet - INFO - Epoch [33][3000/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.3952, d0.loss_cls: 0.3262, d0.loss_bbox: 0.5432 d1.loss_cls: 0.5229, d1.loss_bbox: 0.5055 d2.loss_cls: 0.5973, d2.loss_bbox: 0.4830 d3.loss_cls: 0.3359, d3.loss_bbox: 0.3100 d4.loss_cls: 0.4441, d4.loss_bbox: 0.5786, loss: 4.9281, grad_norm: 59.5899
2024-03-24 20:30:06,712 - my_logger - INFO - 2024-03-28 02:17:02,000 - mmdet - INFO - Epoch [33][3050/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2666, loss_bbox: 0.3706, d0.loss_cls: 0.3247, d0.loss_bbox: 0.4535 d1.loss_cls: 0.3662, d1.loss_bbox: 0.5676 d2.loss_cls: 0.4217, d2.loss_bbox: 0.4785 d3.loss_cls: 0.3617, d3.loss_bbox: 0.4838 d4.loss_cls: 0.4057, d4.loss_bbox: 0.4975, loss: 4.3945, grad_norm: 56.6800
2024-03-24 20:30:06,712 - my_logger - INFO - 2024-03-28 02:19:02,000 - mmdet - INFO - Epoch [33][3100/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3910, loss_bbox: 0.4123, d0.loss_cls: 0.4495, d0.loss_bbox: 0.5145 d1.loss_cls: 0.3991, d1.loss_bbox: 0.5266 d2.loss_cls: 0.5075, d2.loss_bbox: 0.3370 d3.loss_cls: 0.3083, d3.loss_bbox: 0.3687 d4.loss_cls: 0.5340, d4.loss_bbox: 0.5356, loss: 3.9638, grad_norm: 51.9134
2024-03-24 20:30:06,713 - my_logger - INFO - 2024-03-28 02:21:02,000 - mmdet - INFO - Epoch [33][3150/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3495, loss_bbox: 0.3186, d0.loss_cls: 0.5397, d0.loss_bbox: 0.4025 d1.loss_cls: 0.5896, d1.loss_bbox: 0.3016 d2.loss_cls: 0.4702, d2.loss_bbox: 0.4334 d3.loss_cls: 0.3553, d3.loss_bbox: 0.3650 d4.loss_cls: 0.5417, d4.loss_bbox: 0.3447, loss: 3.6835, grad_norm: 56.8834
2024-03-24 20:30:06,720 - my_logger - INFO - 2024-03-28 02:23:02,000 - mmdet - INFO - Epoch [33][3200/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3833, loss_bbox: 0.4788, d0.loss_cls: 0.3046, d0.loss_bbox: 0.4113 d1.loss_cls: 0.4153, d1.loss_bbox: 0.5312 d2.loss_cls: 0.3299, d2.loss_bbox: 0.5810 d3.loss_cls: 0.4851, d3.loss_bbox: 0.5532 d4.loss_cls: 0.5973, d4.loss_bbox: 0.3569, loss: 4.7467, grad_norm: 57.3856
2024-03-24 20:30:06,720 - my_logger - INFO - 2024-03-28 02:25:02,000 - mmdet - INFO - Epoch [33][3250/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3097, loss_bbox: 0.4184, d0.loss_cls: 0.5626, d0.loss_bbox: 0.4607 d1.loss_cls: 0.3556, d1.loss_bbox: 0.5855 d2.loss_cls: 0.3245, d2.loss_bbox: 0.3891 d3.loss_cls: 0.4131, d3.loss_bbox: 0.5116 d4.loss_cls: 0.4550, d4.loss_bbox: 0.3525, loss: 4.5543, grad_norm: 59.0154
2024-03-24 20:30:06,721 - my_logger - INFO - 2024-03-28 02:27:02,000 - mmdet - INFO - Epoch [33][3300/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5400, loss_bbox: 0.4559, d0.loss_cls: 0.4379, d0.loss_bbox: 0.4783 d1.loss_cls: 0.5892, d1.loss_bbox: 0.3938 d2.loss_cls: 0.3750, d2.loss_bbox: 0.3092 d3.loss_cls: 0.3857, d3.loss_bbox: 0.4827 d4.loss_cls: 0.4138, d4.loss_bbox: 0.4697, loss: 4.0059, grad_norm: 59.5706
2024-03-24 20:30:06,721 - my_logger - INFO - 2024-03-28 02:29:02,000 - mmdet - INFO - Epoch [33][3350/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5991, loss_bbox: 0.3595, d0.loss_cls: 0.5294, d0.loss_bbox: 0.5169 d1.loss_cls: 0.5698, d1.loss_bbox: 0.3585 d2.loss_cls: 0.4498, d2.loss_bbox: 0.4222 d3.loss_cls: 0.5884, d3.loss_bbox: 0.4471 d4.loss_cls: 0.3966, d4.loss_bbox: 0.3460, loss: 3.8432, grad_norm: 50.2293
2024-03-24 20:30:06,721 - my_logger - INFO - 2024-03-28 02:31:02,000 - mmdet - INFO - Epoch [33][3400/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4658, loss_bbox: 0.5669, d0.loss_cls: 0.4316, d0.loss_bbox: 0.4937 d1.loss_cls: 0.4890, d1.loss_bbox: 0.5264 d2.loss_cls: 0.5049, d2.loss_bbox: 0.4623 d3.loss_cls: 0.4236, d3.loss_bbox: 0.4277 d4.loss_cls: 0.5571, d4.loss_bbox: 0.4966, loss: 3.6621, grad_norm: 55.1496
2024-03-24 20:30:06,722 - my_logger - INFO - 2024-03-28 02:33:02,000 - mmdet - INFO - Epoch [33][3450/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4841, loss_bbox: 0.3425, d0.loss_cls: 0.5468, d0.loss_bbox: 0.4379 d1.loss_cls: 0.3971, d1.loss_bbox: 0.4527 d2.loss_cls: 0.5135, d2.loss_bbox: 0.5621 d3.loss_cls: 0.4264, d3.loss_bbox: 0.3884 d4.loss_cls: 0.5040, d4.loss_bbox: 0.5292, loss: 4.1571, grad_norm: 55.1735
2024-03-24 20:30:06,722 - my_logger - INFO - 2024-03-28 02:35:02,000 - mmdet - INFO - Epoch [33][3500/3517][Batch size: 50]	lr: 1.086e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4920, loss_bbox: 0.3188, d0.loss_cls: 0.5481, d0.loss_bbox: 0.4451 d1.loss_cls: 0.3675, d1.loss_bbox: 0.5298 d2.loss_cls: 0.5466, d2.loss_bbox: 0.4871 d3.loss_cls: 0.5379, d3.loss_bbox: 0.5042 d4.loss_cls: 0.4586, d4.loss_bbox: 0.4877, loss: 3.5158, grad_norm: 56.8131
2024-03-24 20:30:06,723 - my_logger - INFO - 2024-03-28 02:37:02,000 - mmdet - INFO - Epoch [34][0/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3366, loss_bbox: 0.5634, d0.loss_cls: 0.5241, d0.loss_bbox: 0.5832 d1.loss_cls: 0.4031, d1.loss_bbox: 0.3726 d2.loss_cls: 0.5933, d2.loss_bbox: 0.5829 d3.loss_cls: 0.3139, d3.loss_bbox: 0.3360 d4.loss_cls: 0.4724, d4.loss_bbox: 0.5980, loss: 4.3974, grad_norm: 50.7530
2024-03-24 20:30:06,723 - my_logger - INFO - 2024-03-28 02:39:02,000 - mmdet - INFO - Epoch [34][50/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4994, loss_bbox: 0.4587, d0.loss_cls: 0.5521, d0.loss_bbox: 0.3722 d1.loss_cls: 0.5811, d1.loss_bbox: 0.5604 d2.loss_cls: 0.3031, d2.loss_bbox: 0.3114 d3.loss_cls: 0.4078, d3.loss_bbox: 0.3097 d4.loss_cls: 0.3354, d4.loss_bbox: 0.4550, loss: 3.8066, grad_norm: 55.9561
2024-03-24 20:30:06,723 - my_logger - INFO - 2024-03-28 02:41:02,000 - mmdet - INFO - Epoch [34][100/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4777, loss_bbox: 0.4330, d0.loss_cls: 0.5621, d0.loss_bbox: 0.5925 d1.loss_cls: 0.3620, d1.loss_bbox: 0.5578 d2.loss_cls: 0.4829, d2.loss_bbox: 0.5982 d3.loss_cls: 0.5015, d3.loss_bbox: 0.4980 d4.loss_cls: 0.4868, d4.loss_bbox: 0.4145, loss: 3.5042, grad_norm: 51.8724
2024-03-24 20:30:06,724 - my_logger - INFO - 2024-03-28 02:43:02,000 - mmdet - INFO - Epoch [34][150/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4060, loss_bbox: 0.3641, d0.loss_cls: 0.4467, d0.loss_bbox: 0.4232 d1.loss_cls: 0.3693, d1.loss_bbox: 0.5505 d2.loss_cls: 0.4195, d2.loss_bbox: 0.3917 d3.loss_cls: 0.4577, d3.loss_bbox: 0.5565 d4.loss_cls: 0.3042, d4.loss_bbox: 0.4763, loss: 4.0312, grad_norm: 52.6353
2024-03-24 20:30:06,724 - my_logger - INFO - 2024-03-28 02:45:02,000 - mmdet - INFO - Epoch [34][200/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4114, loss_bbox: 0.4877, d0.loss_cls: 0.4665, d0.loss_bbox: 0.4312 d1.loss_cls: 0.5435, d1.loss_bbox: 0.3763 d2.loss_cls: 0.5620, d2.loss_bbox: 0.5201 d3.loss_cls: 0.5408, d3.loss_bbox: 0.3371 d4.loss_cls: 0.5102, d4.loss_bbox: 0.4241, loss: 3.9415, grad_norm: 51.5471
2024-03-24 20:30:06,725 - my_logger - INFO - 2024-03-28 02:47:02,000 - mmdet - INFO - Epoch [34][250/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2783, loss_bbox: 0.5832, d0.loss_cls: 0.5136, d0.loss_bbox: 0.3402 d1.loss_cls: 0.5590, d1.loss_bbox: 0.3607 d2.loss_cls: 0.5330, d2.loss_bbox: 0.5117 d3.loss_cls: 0.5938, d3.loss_bbox: 0.3399 d4.loss_cls: 0.3047, d4.loss_bbox: 0.3338, loss: 4.1863, grad_norm: 58.8551
2024-03-24 20:30:06,725 - my_logger - INFO - 2024-03-28 02:49:02,000 - mmdet - INFO - Epoch [34][300/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4786, loss_bbox: 0.5782, d0.loss_cls: 0.3961, d0.loss_bbox: 0.5994 d1.loss_cls: 0.3461, d1.loss_bbox: 0.4108 d2.loss_cls: 0.4068, d2.loss_bbox: 0.4224 d3.loss_cls: 0.5262, d3.loss_bbox: 0.4483 d4.loss_cls: 0.5403, d4.loss_bbox: 0.5340, loss: 4.1375, grad_norm: 53.3805
2024-03-24 20:30:06,725 - my_logger - INFO - 2024-03-28 02:51:02,000 - mmdet - INFO - Epoch [34][350/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4546, loss_bbox: 0.5077, d0.loss_cls: 0.5356, d0.loss_bbox: 0.4746 d1.loss_cls: 0.5349, d1.loss_bbox: 0.3779 d2.loss_cls: 0.3587, d2.loss_bbox: 0.4837 d3.loss_cls: 0.4557, d3.loss_bbox: 0.4898 d4.loss_cls: 0.4694, d4.loss_bbox: 0.3982, loss: 3.9972, grad_norm: 51.4308
2024-03-24 20:30:06,726 - my_logger - INFO - 2024-03-28 02:53:02,000 - mmdet - INFO - Epoch [34][400/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4078, loss_bbox: 0.3726, d0.loss_cls: 0.4404, d0.loss_bbox: 0.4391 d1.loss_cls: 0.4032, d1.loss_bbox: 0.4795 d2.loss_cls: 0.4209, d2.loss_bbox: 0.3677 d3.loss_cls: 0.5903, d3.loss_bbox: 0.5205 d4.loss_cls: 0.5425, d4.loss_bbox: 0.4232, loss: 3.6037, grad_norm: 50.3200
2024-03-24 20:30:06,726 - my_logger - INFO - 2024-03-28 02:55:02,000 - mmdet - INFO - Epoch [34][450/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3187, loss_bbox: 0.3351, d0.loss_cls: 0.5982, d0.loss_bbox: 0.3595 d1.loss_cls: 0.5007, d1.loss_bbox: 0.4607 d2.loss_cls: 0.4065, d2.loss_bbox: 0.5156 d3.loss_cls: 0.3094, d3.loss_bbox: 0.3934 d4.loss_cls: 0.4371, d4.loss_bbox: 0.4324, loss: 4.9336, grad_norm: 50.0620
2024-03-24 20:30:06,727 - my_logger - INFO - 2024-03-28 02:57:02,000 - mmdet - INFO - Epoch [34][500/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5632, loss_bbox: 0.5729, d0.loss_cls: 0.5273, d0.loss_bbox: 0.5000 d1.loss_cls: 0.3008, d1.loss_bbox: 0.3802 d2.loss_cls: 0.5146, d2.loss_bbox: 0.3100 d3.loss_cls: 0.5586, d3.loss_bbox: 0.5094 d4.loss_cls: 0.4787, d4.loss_bbox: 0.3406, loss: 4.0758, grad_norm: 57.1762
2024-03-24 20:30:06,727 - my_logger - INFO - 2024-03-28 02:59:02,000 - mmdet - INFO - Epoch [34][550/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3135, loss_bbox: 0.4292, d0.loss_cls: 0.3886, d0.loss_bbox: 0.3337 d1.loss_cls: 0.3599, d1.loss_bbox: 0.4306 d2.loss_cls: 0.3845, d2.loss_bbox: 0.4974 d3.loss_cls: 0.5925, d3.loss_bbox: 0.3809 d4.loss_cls: 0.4229, d4.loss_bbox: 0.3137, loss: 3.7345, grad_norm: 52.5470
2024-03-24 20:30:06,728 - my_logger - INFO - 2024-03-28 03:01:02,000 - mmdet - INFO - Epoch [34][600/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3696, loss_bbox: 0.4237, d0.loss_cls: 0.3669, d0.loss_bbox: 0.3727 d1.loss_cls: 0.3469, d1.loss_bbox: 0.5675 d2.loss_cls: 0.5831, d2.loss_bbox: 0.3123 d3.loss_cls: 0.3840, d3.loss_bbox: 0.5235 d4.loss_cls: 0.5868, d4.loss_bbox: 0.5410, loss: 4.2268, grad_norm: 54.1946
2024-03-24 20:30:06,728 - my_logger - INFO - 2024-03-28 03:03:02,000 - mmdet - INFO - Epoch [34][650/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4495, loss_bbox: 0.5963, d0.loss_cls: 0.4621, d0.loss_bbox: 0.3223 d1.loss_cls: 0.3442, d1.loss_bbox: 0.5166 d2.loss_cls: 0.3452, d2.loss_bbox: 0.3880 d3.loss_cls: 0.5224, d3.loss_bbox: 0.5757 d4.loss_cls: 0.4039, d4.loss_bbox: 0.4252, loss: 4.6024, grad_norm: 59.6831
2024-03-24 20:30:06,728 - my_logger - INFO - 2024-03-28 03:05:02,000 - mmdet - INFO - Epoch [34][700/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4270, loss_bbox: 0.4258, d0.loss_cls: 0.5610, d0.loss_bbox: 0.4214 d1.loss_cls: 0.5022, d1.loss_bbox: 0.3228 d2.loss_cls: 0.5075, d2.loss_bbox: 0.3218 d3.loss_cls: 0.5891, d3.loss_bbox: 0.3302 d4.loss_cls: 0.5425, d4.loss_bbox: 0.4224, loss: 4.1813, grad_norm: 52.5474
2024-03-24 20:30:06,736 - my_logger - INFO - 2024-03-28 03:07:02,000 - mmdet - INFO - Epoch [34][750/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2693, loss_bbox: 0.5062, d0.loss_cls: 0.5629, d0.loss_bbox: 0.3617 d1.loss_cls: 0.3912, d1.loss_bbox: 0.3389 d2.loss_cls: 0.5971, d2.loss_bbox: 0.4549 d3.loss_cls: 0.5783, d3.loss_bbox: 0.5601 d4.loss_cls: 0.4250, d4.loss_bbox: 0.4148, loss: 4.0037, grad_norm: 54.6663
2024-03-24 20:30:06,736 - my_logger - INFO - 2024-03-28 03:09:02,000 - mmdet - INFO - Epoch [34][800/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4731, loss_bbox: 0.3200, d0.loss_cls: 0.3415, d0.loss_bbox: 0.3984 d1.loss_cls: 0.3444, d1.loss_bbox: 0.4297 d2.loss_cls: 0.3737, d2.loss_bbox: 0.3330 d3.loss_cls: 0.3552, d3.loss_bbox: 0.4259 d4.loss_cls: 0.3354, d4.loss_bbox: 0.3499, loss: 3.9468, grad_norm: 50.3556
2024-03-24 20:30:06,737 - my_logger - INFO - 2024-03-28 03:11:02,000 - mmdet - INFO - Epoch [34][850/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4846, loss_bbox: 0.4996, d0.loss_cls: 0.5717, d0.loss_bbox: 0.4822 d1.loss_cls: 0.4468, d1.loss_bbox: 0.4449 d2.loss_cls: 0.5511, d2.loss_bbox: 0.5101 d3.loss_cls: 0.5460, d3.loss_bbox: 0.3768 d4.loss_cls: 0.4746, d4.loss_bbox: 0.4704, loss: 3.8663, grad_norm: 57.3602
2024-03-24 20:30:06,737 - my_logger - INFO - 2024-03-28 03:13:02,000 - mmdet - INFO - Epoch [34][900/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4329, loss_bbox: 0.4594, d0.loss_cls: 0.4835, d0.loss_bbox: 0.3045 d1.loss_cls: 0.4792, d1.loss_bbox: 0.3170 d2.loss_cls: 0.5629, d2.loss_bbox: 0.5758 d3.loss_cls: 0.4123, d3.loss_bbox: 0.5296 d4.loss_cls: 0.5026, d4.loss_bbox: 0.4889, loss: 4.8708, grad_norm: 57.1622
2024-03-24 20:30:06,738 - my_logger - INFO - 2024-03-28 03:15:02,000 - mmdet - INFO - Epoch [34][950/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2727, loss_bbox: 0.4393, d0.loss_cls: 0.3060, d0.loss_bbox: 0.5261 d1.loss_cls: 0.5949, d1.loss_bbox: 0.3527 d2.loss_cls: 0.4959, d2.loss_bbox: 0.5181 d3.loss_cls: 0.3995, d3.loss_bbox: 0.4100 d4.loss_cls: 0.4934, d4.loss_bbox: 0.3368, loss: 4.7385, grad_norm: 59.1247
2024-03-24 20:30:06,738 - my_logger - INFO - 2024-03-28 03:17:02,000 - mmdet - INFO - Epoch [34][1000/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3787, loss_bbox: 0.5648, d0.loss_cls: 0.3380, d0.loss_bbox: 0.5170 d1.loss_cls: 0.3303, d1.loss_bbox: 0.5048 d2.loss_cls: 0.5481, d2.loss_bbox: 0.3305 d3.loss_cls: 0.5655, d3.loss_bbox: 0.5052 d4.loss_cls: 0.3344, d4.loss_bbox: 0.3940, loss: 4.2227, grad_norm: 59.8363
2024-03-24 20:30:06,739 - my_logger - INFO - 2024-03-28 03:19:02,000 - mmdet - INFO - Epoch [34][1050/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4466, loss_bbox: 0.4258, d0.loss_cls: 0.3447, d0.loss_bbox: 0.4990 d1.loss_cls: 0.4860, d1.loss_bbox: 0.4454 d2.loss_cls: 0.4852, d2.loss_bbox: 0.5183 d3.loss_cls: 0.3805, d3.loss_bbox: 0.3426 d4.loss_cls: 0.3723, d4.loss_bbox: 0.4527, loss: 3.7324, grad_norm: 55.6345
2024-03-24 20:30:06,739 - my_logger - INFO - 2024-03-28 03:21:02,000 - mmdet - INFO - Epoch [34][1100/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3830, loss_bbox: 0.4484, d0.loss_cls: 0.3068, d0.loss_bbox: 0.3185 d1.loss_cls: 0.4049, d1.loss_bbox: 0.5764 d2.loss_cls: 0.3875, d2.loss_bbox: 0.5046 d3.loss_cls: 0.3555, d3.loss_bbox: 0.4494 d4.loss_cls: 0.4770, d4.loss_bbox: 0.3190, loss: 4.2757, grad_norm: 53.2617
2024-03-24 20:30:06,740 - my_logger - INFO - 2024-03-28 03:23:02,000 - mmdet - INFO - Epoch [34][1150/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3989, loss_bbox: 0.4491, d0.loss_cls: 0.4247, d0.loss_bbox: 0.5783 d1.loss_cls: 0.4054, d1.loss_bbox: 0.3776 d2.loss_cls: 0.4531, d2.loss_bbox: 0.4888 d3.loss_cls: 0.5500, d3.loss_bbox: 0.3280 d4.loss_cls: 0.4622, d4.loss_bbox: 0.3597, loss: 4.9667, grad_norm: 58.1498
2024-03-24 20:30:06,740 - my_logger - INFO - 2024-03-28 03:25:02,000 - mmdet - INFO - Epoch [34][1200/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2888, loss_bbox: 0.3538, d0.loss_cls: 0.5378, d0.loss_bbox: 0.3033 d1.loss_cls: 0.5384, d1.loss_bbox: 0.3202 d2.loss_cls: 0.5976, d2.loss_bbox: 0.4480 d3.loss_cls: 0.4872, d3.loss_bbox: 0.3510 d4.loss_cls: 0.3327, d4.loss_bbox: 0.3078, loss: 4.4404, grad_norm: 56.1617
2024-03-24 20:30:06,740 - my_logger - INFO - 2024-03-28 03:27:02,000 - mmdet - INFO - Epoch [34][1250/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4396, loss_bbox: 0.4856, d0.loss_cls: 0.4881, d0.loss_bbox: 0.5783 d1.loss_cls: 0.3568, d1.loss_bbox: 0.5453 d2.loss_cls: 0.4614, d2.loss_bbox: 0.5535 d3.loss_cls: 0.4103, d3.loss_bbox: 0.5382 d4.loss_cls: 0.4448, d4.loss_bbox: 0.5813, loss: 4.2969, grad_norm: 56.4781
2024-03-24 20:30:06,741 - my_logger - INFO - 2024-03-28 03:29:02,000 - mmdet - INFO - Epoch [34][1300/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5727, loss_bbox: 0.5718, d0.loss_cls: 0.3642, d0.loss_bbox: 0.4204 d1.loss_cls: 0.5111, d1.loss_bbox: 0.5629 d2.loss_cls: 0.4961, d2.loss_bbox: 0.5262 d3.loss_cls: 0.3424, d3.loss_bbox: 0.5544 d4.loss_cls: 0.3263, d4.loss_bbox: 0.3429, loss: 4.8196, grad_norm: 50.3664
2024-03-24 20:30:06,741 - my_logger - INFO - 2024-03-28 03:31:02,000 - mmdet - INFO - Epoch [34][1350/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3426, loss_bbox: 0.3398, d0.loss_cls: 0.4416, d0.loss_bbox: 0.3301 d1.loss_cls: 0.4461, d1.loss_bbox: 0.5146 d2.loss_cls: 0.4975, d2.loss_bbox: 0.4090 d3.loss_cls: 0.3088, d3.loss_bbox: 0.4583 d4.loss_cls: 0.5370, d4.loss_bbox: 0.3608, loss: 3.7468, grad_norm: 56.5275
2024-03-24 20:30:06,742 - my_logger - INFO - 2024-03-28 03:33:02,000 - mmdet - INFO - Epoch [34][1400/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5493, loss_bbox: 0.5797, d0.loss_cls: 0.5904, d0.loss_bbox: 0.4036 d1.loss_cls: 0.3648, d1.loss_bbox: 0.3893 d2.loss_cls: 0.5827, d2.loss_bbox: 0.4546 d3.loss_cls: 0.3621, d3.loss_bbox: 0.3030 d4.loss_cls: 0.5741, d4.loss_bbox: 0.5197, loss: 4.9267, grad_norm: 53.0407
2024-03-24 20:30:06,742 - my_logger - INFO - 2024-03-28 03:35:02,000 - mmdet - INFO - Epoch [34][1450/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4055, loss_bbox: 0.5729, d0.loss_cls: 0.4213, d0.loss_bbox: 0.5243 d1.loss_cls: 0.3846, d1.loss_bbox: 0.5780 d2.loss_cls: 0.5767, d2.loss_bbox: 0.4163 d3.loss_cls: 0.4634, d3.loss_bbox: 0.4027 d4.loss_cls: 0.4539, d4.loss_bbox: 0.4642, loss: 4.2472, grad_norm: 54.5023
2024-03-24 20:30:06,743 - my_logger - INFO - 2024-03-28 03:37:02,000 - mmdet - INFO - Epoch [34][1500/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4396, loss_bbox: 0.5427, d0.loss_cls: 0.3744, d0.loss_bbox: 0.5205 d1.loss_cls: 0.3304, d1.loss_bbox: 0.5588 d2.loss_cls: 0.5840, d2.loss_bbox: 0.5995 d3.loss_cls: 0.4238, d3.loss_bbox: 0.5213 d4.loss_cls: 0.4604, d4.loss_bbox: 0.3225, loss: 3.9820, grad_norm: 51.4086
2024-03-24 20:30:06,743 - my_logger - INFO - 2024-03-28 03:39:02,000 - mmdet - INFO - Epoch [34][1550/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5354, loss_bbox: 0.3784, d0.loss_cls: 0.5302, d0.loss_bbox: 0.3682 d1.loss_cls: 0.3505, d1.loss_bbox: 0.3101 d2.loss_cls: 0.3305, d2.loss_bbox: 0.3030 d3.loss_cls: 0.5485, d3.loss_bbox: 0.4458 d4.loss_cls: 0.3376, d4.loss_bbox: 0.5260, loss: 4.3897, grad_norm: 58.7596
2024-03-24 20:30:06,743 - my_logger - INFO - 2024-03-28 03:41:02,000 - mmdet - INFO - Epoch [34][1600/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4198, loss_bbox: 0.4686, d0.loss_cls: 0.4751, d0.loss_bbox: 0.4762 d1.loss_cls: 0.5627, d1.loss_bbox: 0.4453 d2.loss_cls: 0.5021, d2.loss_bbox: 0.3113 d3.loss_cls: 0.3007, d3.loss_bbox: 0.5725 d4.loss_cls: 0.4738, d4.loss_bbox: 0.5471, loss: 4.1729, grad_norm: 50.6540
2024-03-24 20:30:06,744 - my_logger - INFO - 2024-03-28 03:43:02,000 - mmdet - INFO - Epoch [34][1650/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4087, loss_bbox: 0.4936, d0.loss_cls: 0.3918, d0.loss_bbox: 0.4110 d1.loss_cls: 0.3734, d1.loss_bbox: 0.3424 d2.loss_cls: 0.3726, d2.loss_bbox: 0.3092 d3.loss_cls: 0.4226, d3.loss_bbox: 0.5761 d4.loss_cls: 0.5819, d4.loss_bbox: 0.5646, loss: 4.3935, grad_norm: 55.8147
2024-03-24 20:30:06,744 - my_logger - INFO - 2024-03-28 03:45:02,000 - mmdet - INFO - Epoch [34][1700/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5907, loss_bbox: 0.3316, d0.loss_cls: 0.3435, d0.loss_bbox: 0.4685 d1.loss_cls: 0.3035, d1.loss_bbox: 0.4812 d2.loss_cls: 0.5083, d2.loss_bbox: 0.3539 d3.loss_cls: 0.4703, d3.loss_bbox: 0.5444 d4.loss_cls: 0.3581, d4.loss_bbox: 0.5367, loss: 3.7370, grad_norm: 55.3686
2024-03-24 20:30:06,745 - my_logger - INFO - 2024-03-28 03:47:02,000 - mmdet - INFO - Epoch [34][1750/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4725, loss_bbox: 0.4337, d0.loss_cls: 0.4959, d0.loss_bbox: 0.3658 d1.loss_cls: 0.5431, d1.loss_bbox: 0.5071 d2.loss_cls: 0.5865, d2.loss_bbox: 0.3599 d3.loss_cls: 0.4479, d3.loss_bbox: 0.4428 d4.loss_cls: 0.5830, d4.loss_bbox: 0.4439, loss: 4.8166, grad_norm: 56.6455
2024-03-24 20:30:06,752 - my_logger - INFO - 2024-03-28 03:49:02,000 - mmdet - INFO - Epoch [34][1800/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3431, loss_bbox: 0.3178, d0.loss_cls: 0.3618, d0.loss_bbox: 0.4065 d1.loss_cls: 0.3523, d1.loss_bbox: 0.4363 d2.loss_cls: 0.3219, d2.loss_bbox: 0.5062 d3.loss_cls: 0.3581, d3.loss_bbox: 0.4602 d4.loss_cls: 0.5560, d4.loss_bbox: 0.4434, loss: 4.9224, grad_norm: 58.5641
2024-03-24 20:30:06,753 - my_logger - INFO - 2024-03-28 03:51:02,000 - mmdet - INFO - Epoch [34][1850/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3957, loss_bbox: 0.5976, d0.loss_cls: 0.4507, d0.loss_bbox: 0.5585 d1.loss_cls: 0.3717, d1.loss_bbox: 0.5201 d2.loss_cls: 0.3110, d2.loss_bbox: 0.5822 d3.loss_cls: 0.3540, d3.loss_bbox: 0.3678 d4.loss_cls: 0.3728, d4.loss_bbox: 0.3767, loss: 4.0732, grad_norm: 53.8580
2024-03-24 20:30:06,753 - my_logger - INFO - 2024-03-28 03:53:02,000 - mmdet - INFO - Epoch [34][1900/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3040, loss_bbox: 0.3618, d0.loss_cls: 0.5662, d0.loss_bbox: 0.3507 d1.loss_cls: 0.4147, d1.loss_bbox: 0.3561 d2.loss_cls: 0.5382, d2.loss_bbox: 0.3701 d3.loss_cls: 0.3710, d3.loss_bbox: 0.3399 d4.loss_cls: 0.5271, d4.loss_bbox: 0.3263, loss: 4.9625, grad_norm: 57.2753
2024-03-24 20:30:06,753 - my_logger - INFO - 2024-03-28 03:55:02,000 - mmdet - INFO - Epoch [34][1950/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5471, loss_bbox: 0.3584, d0.loss_cls: 0.4627, d0.loss_bbox: 0.4737 d1.loss_cls: 0.5889, d1.loss_bbox: 0.3670 d2.loss_cls: 0.3692, d2.loss_bbox: 0.3402 d3.loss_cls: 0.5441, d3.loss_bbox: 0.5764 d4.loss_cls: 0.3522, d4.loss_bbox: 0.5821, loss: 3.8721, grad_norm: 58.9984
2024-03-24 20:30:06,754 - my_logger - INFO - 2024-03-28 03:57:02,000 - mmdet - INFO - Epoch [34][2000/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5053, loss_bbox: 0.4692, d0.loss_cls: 0.4871, d0.loss_bbox: 0.3691 d1.loss_cls: 0.4012, d1.loss_bbox: 0.3042 d2.loss_cls: 0.4994, d2.loss_bbox: 0.5307 d3.loss_cls: 0.5605, d3.loss_bbox: 0.5538 d4.loss_cls: 0.4057, d4.loss_bbox: 0.5705, loss: 3.9058, grad_norm: 55.1818
2024-03-24 20:30:06,754 - my_logger - INFO - 2024-03-28 03:59:02,000 - mmdet - INFO - Epoch [34][2050/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5891, loss_bbox: 0.5663, d0.loss_cls: 0.5318, d0.loss_bbox: 0.4342 d1.loss_cls: 0.3812, d1.loss_bbox: 0.4507 d2.loss_cls: 0.5020, d2.loss_bbox: 0.4592 d3.loss_cls: 0.4417, d3.loss_bbox: 0.3774 d4.loss_cls: 0.4945, d4.loss_bbox: 0.5377, loss: 4.8567, grad_norm: 53.7379
2024-03-24 20:30:06,755 - my_logger - INFO - 2024-03-28 04:01:02,000 - mmdet - INFO - Epoch [34][2100/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2989, loss_bbox: 0.5257, d0.loss_cls: 0.3910, d0.loss_bbox: 0.5237 d1.loss_cls: 0.5095, d1.loss_bbox: 0.4952 d2.loss_cls: 0.3185, d2.loss_bbox: 0.3294 d3.loss_cls: 0.4796, d3.loss_bbox: 0.5443 d4.loss_cls: 0.5155, d4.loss_bbox: 0.3001, loss: 3.5625, grad_norm: 56.3829
2024-03-24 20:30:06,755 - my_logger - INFO - 2024-03-28 04:03:02,000 - mmdet - INFO - Epoch [34][2150/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4282, loss_bbox: 0.4735, d0.loss_cls: 0.3578, d0.loss_bbox: 0.4598 d1.loss_cls: 0.4214, d1.loss_bbox: 0.5227 d2.loss_cls: 0.5941, d2.loss_bbox: 0.5652 d3.loss_cls: 0.3381, d3.loss_bbox: 0.4276 d4.loss_cls: 0.5219, d4.loss_bbox: 0.5744, loss: 3.9199, grad_norm: 54.2380
2024-03-24 20:30:06,755 - my_logger - INFO - 2024-03-28 04:05:02,000 - mmdet - INFO - Epoch [34][2200/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3068, loss_bbox: 0.4930, d0.loss_cls: 0.3766, d0.loss_bbox: 0.4870 d1.loss_cls: 0.5067, d1.loss_bbox: 0.5348 d2.loss_cls: 0.5554, d2.loss_bbox: 0.5141 d3.loss_cls: 0.4291, d3.loss_bbox: 0.4688 d4.loss_cls: 0.3232, d4.loss_bbox: 0.4836, loss: 4.5202, grad_norm: 51.2601
2024-03-24 20:30:06,756 - my_logger - INFO - 2024-03-28 04:07:02,000 - mmdet - INFO - Epoch [34][2250/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5683, loss_bbox: 0.3264, d0.loss_cls: 0.5961, d0.loss_bbox: 0.4458 d1.loss_cls: 0.5135, d1.loss_bbox: 0.5735 d2.loss_cls: 0.4659, d2.loss_bbox: 0.5185 d3.loss_cls: 0.3786, d3.loss_bbox: 0.4342 d4.loss_cls: 0.4471, d4.loss_bbox: 0.5108, loss: 3.7896, grad_norm: 58.6866
2024-03-24 20:30:06,756 - my_logger - INFO - 2024-03-28 04:09:02,000 - mmdet - INFO - Epoch [34][2300/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5754, loss_bbox: 0.5647, d0.loss_cls: 0.4247, d0.loss_bbox: 0.3258 d1.loss_cls: 0.5762, d1.loss_bbox: 0.4570 d2.loss_cls: 0.3584, d2.loss_bbox: 0.4975 d3.loss_cls: 0.5123, d3.loss_bbox: 0.4244 d4.loss_cls: 0.5252, d4.loss_bbox: 0.3049, loss: 4.2750, grad_norm: 58.2403
2024-03-24 20:30:06,756 - my_logger - INFO - 2024-03-28 04:11:02,000 - mmdet - INFO - Epoch [34][2350/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4868, loss_bbox: 0.4916, d0.loss_cls: 0.5443, d0.loss_bbox: 0.3973 d1.loss_cls: 0.3951, d1.loss_bbox: 0.5594 d2.loss_cls: 0.4767, d2.loss_bbox: 0.3450 d3.loss_cls: 0.4445, d3.loss_bbox: 0.4861 d4.loss_cls: 0.3670, d4.loss_bbox: 0.5638, loss: 4.5429, grad_norm: 55.9592
2024-03-24 20:30:06,757 - my_logger - INFO - 2024-03-28 04:13:02,000 - mmdet - INFO - Epoch [34][2400/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3208, loss_bbox: 0.5520, d0.loss_cls: 0.4608, d0.loss_bbox: 0.5722 d1.loss_cls: 0.4271, d1.loss_bbox: 0.5722 d2.loss_cls: 0.5039, d2.loss_bbox: 0.5272 d3.loss_cls: 0.5077, d3.loss_bbox: 0.3890 d4.loss_cls: 0.3661, d4.loss_bbox: 0.5836, loss: 3.9600, grad_norm: 58.3860
2024-03-24 20:30:06,757 - my_logger - INFO - 2024-03-28 04:15:02,000 - mmdet - INFO - Epoch [34][2450/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2517, loss_bbox: 0.4939, d0.loss_cls: 0.5811, d0.loss_bbox: 0.3024 d1.loss_cls: 0.3553, d1.loss_bbox: 0.4370 d2.loss_cls: 0.3391, d2.loss_bbox: 0.3955 d3.loss_cls: 0.5430, d3.loss_bbox: 0.3481 d4.loss_cls: 0.4054, d4.loss_bbox: 0.5645, loss: 3.5982, grad_norm: 56.0917
2024-03-24 20:30:06,758 - my_logger - INFO - 2024-03-28 04:17:02,000 - mmdet - INFO - Epoch [34][2500/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5159, loss_bbox: 0.5885, d0.loss_cls: 0.3547, d0.loss_bbox: 0.3208 d1.loss_cls: 0.4710, d1.loss_bbox: 0.3056 d2.loss_cls: 0.3026, d2.loss_bbox: 0.5577 d3.loss_cls: 0.5565, d3.loss_bbox: 0.5203 d4.loss_cls: 0.3211, d4.loss_bbox: 0.3176, loss: 3.6514, grad_norm: 59.8080
2024-03-24 20:30:06,758 - my_logger - INFO - 2024-03-28 04:19:02,000 - mmdet - INFO - Epoch [34][2550/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5367, loss_bbox: 0.4774, d0.loss_cls: 0.5280, d0.loss_bbox: 0.5114 d1.loss_cls: 0.4514, d1.loss_bbox: 0.4173 d2.loss_cls: 0.5983, d2.loss_bbox: 0.3364 d3.loss_cls: 0.4085, d3.loss_bbox: 0.3698 d4.loss_cls: 0.4424, d4.loss_bbox: 0.3291, loss: 4.7496, grad_norm: 56.8724
2024-03-24 20:30:06,759 - my_logger - INFO - 2024-03-28 04:21:02,000 - mmdet - INFO - Epoch [34][2600/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5120, loss_bbox: 0.4488, d0.loss_cls: 0.3807, d0.loss_bbox: 0.4852 d1.loss_cls: 0.4007, d1.loss_bbox: 0.3969 d2.loss_cls: 0.4132, d2.loss_bbox: 0.4233 d3.loss_cls: 0.5974, d3.loss_bbox: 0.5016 d4.loss_cls: 0.4732, d4.loss_bbox: 0.5018, loss: 3.7916, grad_norm: 52.0493
2024-03-24 20:30:06,759 - my_logger - INFO - 2024-03-28 04:23:02,000 - mmdet - INFO - Epoch [34][2650/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5484, loss_bbox: 0.3969, d0.loss_cls: 0.3387, d0.loss_bbox: 0.5770 d1.loss_cls: 0.3144, d1.loss_bbox: 0.3738 d2.loss_cls: 0.4433, d2.loss_bbox: 0.5506 d3.loss_cls: 0.4342, d3.loss_bbox: 0.3136 d4.loss_cls: 0.5647, d4.loss_bbox: 0.5763, loss: 3.5278, grad_norm: 56.6644
2024-03-24 20:30:06,759 - my_logger - INFO - 2024-03-28 04:25:02,000 - mmdet - INFO - Epoch [34][2700/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4197, loss_bbox: 0.3051, d0.loss_cls: 0.5428, d0.loss_bbox: 0.5446 d1.loss_cls: 0.4032, d1.loss_bbox: 0.4847 d2.loss_cls: 0.4859, d2.loss_bbox: 0.3343 d3.loss_cls: 0.3402, d3.loss_bbox: 0.5261 d4.loss_cls: 0.3912, d4.loss_bbox: 0.4706, loss: 4.3910, grad_norm: 52.3495
2024-03-24 20:30:06,760 - my_logger - INFO - 2024-03-28 04:27:02,000 - mmdet - INFO - Epoch [34][2750/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3884, loss_bbox: 0.4858, d0.loss_cls: 0.4597, d0.loss_bbox: 0.3856 d1.loss_cls: 0.3065, d1.loss_bbox: 0.3647 d2.loss_cls: 0.4885, d2.loss_bbox: 0.5616 d3.loss_cls: 0.5944, d3.loss_bbox: 0.5695 d4.loss_cls: 0.4494, d4.loss_bbox: 0.3494, loss: 3.7630, grad_norm: 59.4678
2024-03-24 20:30:06,760 - my_logger - INFO - 2024-03-28 04:29:02,000 - mmdet - INFO - Epoch [34][2800/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4942, loss_bbox: 0.4380, d0.loss_cls: 0.3850, d0.loss_bbox: 0.5117 d1.loss_cls: 0.3846, d1.loss_bbox: 0.5921 d2.loss_cls: 0.3881, d2.loss_bbox: 0.3975 d3.loss_cls: 0.3816, d3.loss_bbox: 0.3253 d4.loss_cls: 0.3626, d4.loss_bbox: 0.4313, loss: 3.7282, grad_norm: 52.2171
2024-03-24 20:30:06,761 - my_logger - INFO - 2024-03-28 04:31:02,000 - mmdet - INFO - Epoch [34][2850/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5866, loss_bbox: 0.5859, d0.loss_cls: 0.5317, d0.loss_bbox: 0.4674 d1.loss_cls: 0.5797, d1.loss_bbox: 0.4126 d2.loss_cls: 0.3873, d2.loss_bbox: 0.4815 d3.loss_cls: 0.3712, d3.loss_bbox: 0.3120 d4.loss_cls: 0.5682, d4.loss_bbox: 0.4295, loss: 4.8461, grad_norm: 57.7031
2024-03-24 20:30:06,769 - my_logger - INFO - 2024-03-28 04:33:02,000 - mmdet - INFO - Epoch [34][2900/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2996, loss_bbox: 0.4739, d0.loss_cls: 0.4906, d0.loss_bbox: 0.4943 d1.loss_cls: 0.4687, d1.loss_bbox: 0.3496 d2.loss_cls: 0.4619, d2.loss_bbox: 0.4000 d3.loss_cls: 0.5416, d3.loss_bbox: 0.5191 d4.loss_cls: 0.3186, d4.loss_bbox: 0.3086, loss: 4.4939, grad_norm: 57.6085
2024-03-24 20:30:06,771 - my_logger - INFO - 2024-03-28 04:35:02,000 - mmdet - INFO - Epoch [34][2950/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3770, loss_bbox: 0.3092, d0.loss_cls: 0.4968, d0.loss_bbox: 0.4726 d1.loss_cls: 0.5838, d1.loss_bbox: 0.4931 d2.loss_cls: 0.4138, d2.loss_bbox: 0.5744 d3.loss_cls: 0.3978, d3.loss_bbox: 0.4731 d4.loss_cls: 0.4852, d4.loss_bbox: 0.5348, loss: 3.7924, grad_norm: 57.1371
2024-03-24 20:30:06,772 - my_logger - INFO - 2024-03-28 04:37:02,000 - mmdet - INFO - Epoch [34][3000/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4073, loss_bbox: 0.4521, d0.loss_cls: 0.5930, d0.loss_bbox: 0.3774 d1.loss_cls: 0.5025, d1.loss_bbox: 0.5997 d2.loss_cls: 0.3122, d2.loss_bbox: 0.4196 d3.loss_cls: 0.4949, d3.loss_bbox: 0.3051 d4.loss_cls: 0.4182, d4.loss_bbox: 0.3640, loss: 4.4236, grad_norm: 57.6423
2024-03-24 20:30:06,772 - my_logger - INFO - 2024-03-28 04:39:02,000 - mmdet - INFO - Epoch [34][3050/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3546, loss_bbox: 0.5045, d0.loss_cls: 0.3439, d0.loss_bbox: 0.4454 d1.loss_cls: 0.5551, d1.loss_bbox: 0.5926 d2.loss_cls: 0.4284, d2.loss_bbox: 0.4942 d3.loss_cls: 0.3569, d3.loss_bbox: 0.5201 d4.loss_cls: 0.4362, d4.loss_bbox: 0.3716, loss: 4.2765, grad_norm: 57.3320
2024-03-24 20:30:06,772 - my_logger - INFO - 2024-03-28 04:41:02,000 - mmdet - INFO - Epoch [34][3100/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4247, loss_bbox: 0.3699, d0.loss_cls: 0.4657, d0.loss_bbox: 0.4446 d1.loss_cls: 0.5065, d1.loss_bbox: 0.5568 d2.loss_cls: 0.4009, d2.loss_bbox: 0.4594 d3.loss_cls: 0.4902, d3.loss_bbox: 0.5953 d4.loss_cls: 0.4255, d4.loss_bbox: 0.5366, loss: 4.3706, grad_norm: 50.4297
2024-03-24 20:30:06,773 - my_logger - INFO - 2024-03-28 04:43:02,000 - mmdet - INFO - Epoch [34][3150/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4798, loss_bbox: 0.3407, d0.loss_cls: 0.5837, d0.loss_bbox: 0.4535 d1.loss_cls: 0.3060, d1.loss_bbox: 0.3855 d2.loss_cls: 0.4221, d2.loss_bbox: 0.3161 d3.loss_cls: 0.3908, d3.loss_bbox: 0.3790 d4.loss_cls: 0.4341, d4.loss_bbox: 0.4398, loss: 4.9521, grad_norm: 56.4687
2024-03-24 20:30:06,773 - my_logger - INFO - 2024-03-28 04:45:02,000 - mmdet - INFO - Epoch [34][3200/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4084, loss_bbox: 0.4460, d0.loss_cls: 0.5885, d0.loss_bbox: 0.4156 d1.loss_cls: 0.5702, d1.loss_bbox: 0.4484 d2.loss_cls: 0.4626, d2.loss_bbox: 0.3772 d3.loss_cls: 0.3356, d3.loss_bbox: 0.5711 d4.loss_cls: 0.4308, d4.loss_bbox: 0.3348, loss: 3.5475, grad_norm: 53.5130
2024-03-24 20:30:06,774 - my_logger - INFO - 2024-03-28 04:47:02,000 - mmdet - INFO - Epoch [34][3250/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.3010, d0.loss_cls: 0.5281, d0.loss_bbox: 0.3306 d1.loss_cls: 0.4170, d1.loss_bbox: 0.3843 d2.loss_cls: 0.3135, d2.loss_bbox: 0.5723 d3.loss_cls: 0.3434, d3.loss_bbox: 0.3058 d4.loss_cls: 0.4631, d4.loss_bbox: 0.3802, loss: 4.2450, grad_norm: 55.3012
2024-03-24 20:30:06,774 - my_logger - INFO - 2024-03-28 04:49:02,000 - mmdet - INFO - Epoch [34][3300/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4420, loss_bbox: 0.5279, d0.loss_cls: 0.5613, d0.loss_bbox: 0.5037 d1.loss_cls: 0.4625, d1.loss_bbox: 0.4525 d2.loss_cls: 0.4456, d2.loss_bbox: 0.4533 d3.loss_cls: 0.3794, d3.loss_bbox: 0.3562 d4.loss_cls: 0.4699, d4.loss_bbox: 0.4534, loss: 4.4624, grad_norm: 58.3860
2024-03-24 20:30:06,774 - my_logger - INFO - 2024-03-28 04:51:02,000 - mmdet - INFO - Epoch [34][3350/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5014, loss_bbox: 0.4201, d0.loss_cls: 0.5241, d0.loss_bbox: 0.3256 d1.loss_cls: 0.3185, d1.loss_bbox: 0.5102 d2.loss_cls: 0.3542, d2.loss_bbox: 0.3241 d3.loss_cls: 0.3465, d3.loss_bbox: 0.5242 d4.loss_cls: 0.3542, d4.loss_bbox: 0.5803, loss: 3.7432, grad_norm: 52.0154
2024-03-24 20:30:06,775 - my_logger - INFO - 2024-03-28 04:53:02,000 - mmdet - INFO - Epoch [34][3400/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3595, loss_bbox: 0.4100, d0.loss_cls: 0.5991, d0.loss_bbox: 0.4353 d1.loss_cls: 0.3399, d1.loss_bbox: 0.5805 d2.loss_cls: 0.3856, d2.loss_bbox: 0.3739 d3.loss_cls: 0.4667, d3.loss_bbox: 0.5799 d4.loss_cls: 0.5621, d4.loss_bbox: 0.4810, loss: 4.6441, grad_norm: 57.0663
2024-03-24 20:30:06,775 - my_logger - INFO - 2024-03-28 04:55:02,000 - mmdet - INFO - Epoch [34][3450/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4159, loss_bbox: 0.5018, d0.loss_cls: 0.5390, d0.loss_bbox: 0.3449 d1.loss_cls: 0.4313, d1.loss_bbox: 0.3438 d2.loss_cls: 0.4262, d2.loss_bbox: 0.5395 d3.loss_cls: 0.4607, d3.loss_bbox: 0.4662 d4.loss_cls: 0.5009, d4.loss_bbox: 0.3837, loss: 3.9146, grad_norm: 58.7572
2024-03-24 20:30:06,775 - my_logger - INFO - 2024-03-28 04:57:02,000 - mmdet - INFO - Epoch [34][3500/3517][Batch size: 50]	lr: 1.032e-04, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4333, loss_bbox: 0.5810, d0.loss_cls: 0.4090, d0.loss_bbox: 0.3431 d1.loss_cls: 0.4246, d1.loss_bbox: 0.4499 d2.loss_cls: 0.3933, d2.loss_bbox: 0.5589 d3.loss_cls: 0.5780, d3.loss_bbox: 0.5707 d4.loss_cls: 0.4947, d4.loss_bbox: 0.5287, loss: 4.4334, grad_norm: 56.1669
2024-03-24 20:30:06,776 - my_logger - INFO - 2024-03-28 04:59:02,000 - mmdet - INFO - Epoch [35][0/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4080, loss_bbox: 0.5660, d0.loss_cls: 0.3918, d0.loss_bbox: 0.5485 d1.loss_cls: 0.5445, d1.loss_bbox: 0.5760 d2.loss_cls: 0.4314, d2.loss_bbox: 0.4202 d3.loss_cls: 0.3820, d3.loss_bbox: 0.3067 d4.loss_cls: 0.5223, d4.loss_bbox: 0.4111, loss: 3.5792, grad_norm: 54.8825
2024-03-24 20:30:06,776 - my_logger - INFO - 2024-03-28 05:01:02,000 - mmdet - INFO - Epoch [35][50/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2972, loss_bbox: 0.3183, d0.loss_cls: 0.3608, d0.loss_bbox: 0.5459 d1.loss_cls: 0.3399, d1.loss_bbox: 0.5036 d2.loss_cls: 0.5243, d2.loss_bbox: 0.4761 d3.loss_cls: 0.5687, d3.loss_bbox: 0.4061 d4.loss_cls: 0.3977, d4.loss_bbox: 0.4192, loss: 4.1878, grad_norm: 54.6363
2024-03-24 20:30:06,777 - my_logger - INFO - 2024-03-28 05:03:02,000 - mmdet - INFO - Epoch [35][100/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3814, loss_bbox: 0.4785, d0.loss_cls: 0.4272, d0.loss_bbox: 0.3537 d1.loss_cls: 0.4242, d1.loss_bbox: 0.5882 d2.loss_cls: 0.4535, d2.loss_bbox: 0.3825 d3.loss_cls: 0.5930, d3.loss_bbox: 0.5161 d4.loss_cls: 0.4858, d4.loss_bbox: 0.3222, loss: 3.9192, grad_norm: 58.9747
2024-03-24 20:30:06,778 - my_logger - INFO - 2024-03-28 05:05:02,000 - mmdet - INFO - Epoch [35][150/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2808, loss_bbox: 0.3220, d0.loss_cls: 0.5565, d0.loss_bbox: 0.5756 d1.loss_cls: 0.3991, d1.loss_bbox: 0.5367 d2.loss_cls: 0.5994, d2.loss_bbox: 0.4483 d3.loss_cls: 0.4724, d3.loss_bbox: 0.5301 d4.loss_cls: 0.5156, d4.loss_bbox: 0.5618, loss: 4.8891, grad_norm: 53.1332
2024-03-24 20:30:06,778 - my_logger - INFO - 2024-03-28 05:07:02,000 - mmdet - INFO - Epoch [35][200/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4871, loss_bbox: 0.3907, d0.loss_cls: 0.4687, d0.loss_bbox: 0.5495 d1.loss_cls: 0.3678, d1.loss_bbox: 0.4396 d2.loss_cls: 0.3670, d2.loss_bbox: 0.3582 d3.loss_cls: 0.3909, d3.loss_bbox: 0.4152 d4.loss_cls: 0.3426, d4.loss_bbox: 0.3316, loss: 4.9370, grad_norm: 51.4780
2024-03-24 20:30:06,779 - my_logger - INFO - 2024-03-28 05:09:02,000 - mmdet - INFO - Epoch [35][250/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4752, loss_bbox: 0.5073, d0.loss_cls: 0.4680, d0.loss_bbox: 0.5760 d1.loss_cls: 0.4165, d1.loss_bbox: 0.4241 d2.loss_cls: 0.3388, d2.loss_bbox: 0.4200 d3.loss_cls: 0.5752, d3.loss_bbox: 0.3236 d4.loss_cls: 0.3441, d4.loss_bbox: 0.4722, loss: 4.0647, grad_norm: 50.6207
2024-03-24 20:30:06,779 - my_logger - INFO - 2024-03-28 05:11:02,000 - mmdet - INFO - Epoch [35][300/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4484, loss_bbox: 0.3560, d0.loss_cls: 0.3527, d0.loss_bbox: 0.5036 d1.loss_cls: 0.5166, d1.loss_bbox: 0.4036 d2.loss_cls: 0.3151, d2.loss_bbox: 0.5609 d3.loss_cls: 0.4741, d3.loss_bbox: 0.3757 d4.loss_cls: 0.3791, d4.loss_bbox: 0.3964, loss: 4.3212, grad_norm: 57.4099
2024-03-24 20:30:06,779 - my_logger - INFO - 2024-03-28 05:13:02,000 - mmdet - INFO - Epoch [35][350/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3046, loss_bbox: 0.5975, d0.loss_cls: 0.4677, d0.loss_bbox: 0.3794 d1.loss_cls: 0.4566, d1.loss_bbox: 0.4281 d2.loss_cls: 0.3054, d2.loss_bbox: 0.5962 d3.loss_cls: 0.4623, d3.loss_bbox: 0.3748 d4.loss_cls: 0.5156, d4.loss_bbox: 0.4578, loss: 3.6798, grad_norm: 52.0494
2024-03-24 20:30:06,780 - my_logger - INFO - 2024-03-28 05:15:02,000 - mmdet - INFO - Epoch [35][400/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2572, loss_bbox: 0.3998, d0.loss_cls: 0.4338, d0.loss_bbox: 0.3112 d1.loss_cls: 0.4803, d1.loss_bbox: 0.3794 d2.loss_cls: 0.3738, d2.loss_bbox: 0.4260 d3.loss_cls: 0.3830, d3.loss_bbox: 0.3313 d4.loss_cls: 0.5628, d4.loss_bbox: 0.3239, loss: 4.2247, grad_norm: 58.5812
2024-03-24 20:30:06,780 - my_logger - INFO - 2024-03-28 05:17:02,000 - mmdet - INFO - Epoch [35][450/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3008, loss_bbox: 0.5719, d0.loss_cls: 0.3828, d0.loss_bbox: 0.4489 d1.loss_cls: 0.3806, d1.loss_bbox: 0.4167 d2.loss_cls: 0.4800, d2.loss_bbox: 0.5486 d3.loss_cls: 0.5505, d3.loss_bbox: 0.3432 d4.loss_cls: 0.5839, d4.loss_bbox: 0.4818, loss: 4.5692, grad_norm: 54.8935
2024-03-24 20:30:06,780 - my_logger - INFO - 2024-03-28 05:19:02,000 - mmdet - INFO - Epoch [35][500/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5417, loss_bbox: 0.4761, d0.loss_cls: 0.3772, d0.loss_bbox: 0.5055 d1.loss_cls: 0.4424, d1.loss_bbox: 0.4195 d2.loss_cls: 0.4103, d2.loss_bbox: 0.5909 d3.loss_cls: 0.3033, d3.loss_bbox: 0.4816 d4.loss_cls: 0.4447, d4.loss_bbox: 0.3025, loss: 4.4341, grad_norm: 58.0155
2024-03-24 20:30:06,781 - my_logger - INFO - 2024-03-28 05:21:02,000 - mmdet - INFO - Epoch [35][550/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3689, loss_bbox: 0.3396, d0.loss_cls: 0.4417, d0.loss_bbox: 0.4923 d1.loss_cls: 0.4477, d1.loss_bbox: 0.5292 d2.loss_cls: 0.4216, d2.loss_bbox: 0.3799 d3.loss_cls: 0.5024, d3.loss_bbox: 0.5356 d4.loss_cls: 0.5584, d4.loss_bbox: 0.4891, loss: 4.2993, grad_norm: 55.6395
2024-03-24 20:30:06,781 - my_logger - INFO - 2024-03-28 05:23:02,000 - mmdet - INFO - Epoch [35][600/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3188, loss_bbox: 0.4487, d0.loss_cls: 0.4078, d0.loss_bbox: 0.5539 d1.loss_cls: 0.3968, d1.loss_bbox: 0.3955 d2.loss_cls: 0.4831, d2.loss_bbox: 0.5412 d3.loss_cls: 0.3806, d3.loss_bbox: 0.3285 d4.loss_cls: 0.4717, d4.loss_bbox: 0.3705, loss: 4.1482, grad_norm: 53.9195
2024-03-24 20:30:06,782 - my_logger - INFO - 2024-03-28 05:25:02,000 - mmdet - INFO - Epoch [35][650/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4062, loss_bbox: 0.3774, d0.loss_cls: 0.4971, d0.loss_bbox: 0.3192 d1.loss_cls: 0.5787, d1.loss_bbox: 0.4932 d2.loss_cls: 0.4617, d2.loss_bbox: 0.5972 d3.loss_cls: 0.5469, d3.loss_bbox: 0.5080 d4.loss_cls: 0.3946, d4.loss_bbox: 0.4917, loss: 3.6174, grad_norm: 53.1222
2024-03-24 20:30:06,782 - my_logger - INFO - 2024-03-28 05:27:02,000 - mmdet - INFO - Epoch [35][700/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3844, loss_bbox: 0.3196, d0.loss_cls: 0.5310, d0.loss_bbox: 0.5178 d1.loss_cls: 0.3142, d1.loss_bbox: 0.3804 d2.loss_cls: 0.5961, d2.loss_bbox: 0.4549 d3.loss_cls: 0.4743, d3.loss_bbox: 0.5419 d4.loss_cls: 0.4453, d4.loss_bbox: 0.5106, loss: 4.7406, grad_norm: 53.3158
2024-03-24 20:30:06,782 - my_logger - INFO - 2024-03-28 05:29:02,000 - mmdet - INFO - Epoch [35][750/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5138, loss_bbox: 0.5262, d0.loss_cls: 0.4695, d0.loss_bbox: 0.4012 d1.loss_cls: 0.4559, d1.loss_bbox: 0.4628 d2.loss_cls: 0.4355, d2.loss_bbox: 0.4834 d3.loss_cls: 0.3798, d3.loss_bbox: 0.3312 d4.loss_cls: 0.5276, d4.loss_bbox: 0.4379, loss: 3.5543, grad_norm: 50.8342
2024-03-24 20:30:06,783 - my_logger - INFO - 2024-03-28 05:31:02,000 - mmdet - INFO - Epoch [35][800/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2792, loss_bbox: 0.5079, d0.loss_cls: 0.4986, d0.loss_bbox: 0.4469 d1.loss_cls: 0.5579, d1.loss_bbox: 0.4367 d2.loss_cls: 0.4802, d2.loss_bbox: 0.4585 d3.loss_cls: 0.3150, d3.loss_bbox: 0.4468 d4.loss_cls: 0.3363, d4.loss_bbox: 0.4916, loss: 3.8221, grad_norm: 59.1005
2024-03-24 20:30:06,783 - my_logger - INFO - 2024-03-28 05:33:02,000 - mmdet - INFO - Epoch [35][850/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3842, loss_bbox: 0.3092, d0.loss_cls: 0.5481, d0.loss_bbox: 0.3623 d1.loss_cls: 0.3845, d1.loss_bbox: 0.5702 d2.loss_cls: 0.4329, d2.loss_bbox: 0.5692 d3.loss_cls: 0.3601, d3.loss_bbox: 0.5055 d4.loss_cls: 0.3645, d4.loss_bbox: 0.3558, loss: 4.2303, grad_norm: 55.4146
2024-03-24 20:30:06,783 - my_logger - INFO - 2024-03-28 05:35:02,000 - mmdet - INFO - Epoch [35][900/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2520, loss_bbox: 0.3742, d0.loss_cls: 0.3874, d0.loss_bbox: 0.5750 d1.loss_cls: 0.3333, d1.loss_bbox: 0.4892 d2.loss_cls: 0.4881, d2.loss_bbox: 0.5057 d3.loss_cls: 0.4314, d3.loss_bbox: 0.5605 d4.loss_cls: 0.4784, d4.loss_bbox: 0.5701, loss: 4.6455, grad_norm: 52.6631
2024-03-24 20:30:06,784 - my_logger - INFO - 2024-03-28 05:37:02,000 - mmdet - INFO - Epoch [35][950/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2637, loss_bbox: 0.3511, d0.loss_cls: 0.5131, d0.loss_bbox: 0.3036 d1.loss_cls: 0.4507, d1.loss_bbox: 0.3410 d2.loss_cls: 0.3055, d2.loss_bbox: 0.5039 d3.loss_cls: 0.5733, d3.loss_bbox: 0.5085 d4.loss_cls: 0.5033, d4.loss_bbox: 0.4515, loss: 4.8991, grad_norm: 56.4114
2024-03-24 20:30:06,784 - my_logger - INFO - 2024-03-28 05:39:02,000 - mmdet - INFO - Epoch [35][1000/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5108, loss_bbox: 0.5344, d0.loss_cls: 0.3147, d0.loss_bbox: 0.3777 d1.loss_cls: 0.3599, d1.loss_bbox: 0.4557 d2.loss_cls: 0.5651, d2.loss_bbox: 0.4590 d3.loss_cls: 0.4426, d3.loss_bbox: 0.3326 d4.loss_cls: 0.4365, d4.loss_bbox: 0.5467, loss: 4.6515, grad_norm: 52.8727
2024-03-24 20:30:06,785 - my_logger - INFO - 2024-03-28 05:41:02,000 - mmdet - INFO - Epoch [35][1050/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5357, loss_bbox: 0.3218, d0.loss_cls: 0.5631, d0.loss_bbox: 0.3751 d1.loss_cls: 0.5537, d1.loss_bbox: 0.4559 d2.loss_cls: 0.5840, d2.loss_bbox: 0.4081 d3.loss_cls: 0.3850, d3.loss_bbox: 0.3660 d4.loss_cls: 0.5147, d4.loss_bbox: 0.4618, loss: 3.7451, grad_norm: 57.3113
2024-03-24 20:30:06,785 - my_logger - INFO - 2024-03-28 05:43:02,000 - mmdet - INFO - Epoch [35][1100/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5565, loss_bbox: 0.5590, d0.loss_cls: 0.4071, d0.loss_bbox: 0.5319 d1.loss_cls: 0.3428, d1.loss_bbox: 0.4883 d2.loss_cls: 0.5492, d2.loss_bbox: 0.5280 d3.loss_cls: 0.4151, d3.loss_bbox: 0.3223 d4.loss_cls: 0.3074, d4.loss_bbox: 0.5019, loss: 3.8283, grad_norm: 55.5606
2024-03-24 20:30:06,786 - my_logger - INFO - 2024-03-28 05:45:02,000 - mmdet - INFO - Epoch [35][1150/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5460, loss_bbox: 0.4597, d0.loss_cls: 0.5834, d0.loss_bbox: 0.5067 d1.loss_cls: 0.5539, d1.loss_bbox: 0.3597 d2.loss_cls: 0.3807, d2.loss_bbox: 0.3659 d3.loss_cls: 0.5440, d3.loss_bbox: 0.5877 d4.loss_cls: 0.3530, d4.loss_bbox: 0.4089, loss: 4.0637, grad_norm: 54.6627
2024-03-24 20:30:06,786 - my_logger - INFO - 2024-03-28 05:47:02,000 - mmdet - INFO - Epoch [35][1200/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4579, loss_bbox: 0.5163, d0.loss_cls: 0.5205, d0.loss_bbox: 0.5913 d1.loss_cls: 0.3571, d1.loss_bbox: 0.4163 d2.loss_cls: 0.3563, d2.loss_bbox: 0.5419 d3.loss_cls: 0.3516, d3.loss_bbox: 0.5296 d4.loss_cls: 0.4184, d4.loss_bbox: 0.3910, loss: 4.0520, grad_norm: 52.1097
2024-03-24 20:30:06,786 - my_logger - INFO - 2024-03-28 05:49:02,000 - mmdet - INFO - Epoch [35][1250/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4382, loss_bbox: 0.4511, d0.loss_cls: 0.3099, d0.loss_bbox: 0.3032 d1.loss_cls: 0.3763, d1.loss_bbox: 0.5098 d2.loss_cls: 0.3044, d2.loss_bbox: 0.3732 d3.loss_cls: 0.5341, d3.loss_bbox: 0.4782 d4.loss_cls: 0.4172, d4.loss_bbox: 0.5584, loss: 4.6358, grad_norm: 50.9125
2024-03-24 20:30:06,787 - my_logger - INFO - 2024-03-28 05:51:02,000 - mmdet - INFO - Epoch [35][1300/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3228, loss_bbox: 0.5781, d0.loss_cls: 0.3472, d0.loss_bbox: 0.5029 d1.loss_cls: 0.4021, d1.loss_bbox: 0.4503 d2.loss_cls: 0.4688, d2.loss_bbox: 0.5559 d3.loss_cls: 0.4246, d3.loss_bbox: 0.5146 d4.loss_cls: 0.3477, d4.loss_bbox: 0.5792, loss: 3.6181, grad_norm: 52.1513
2024-03-24 20:30:06,787 - my_logger - INFO - 2024-03-28 05:53:02,000 - mmdet - INFO - Epoch [35][1350/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3877, loss_bbox: 0.4360, d0.loss_cls: 0.4361, d0.loss_bbox: 0.4315 d1.loss_cls: 0.3408, d1.loss_bbox: 0.5030 d2.loss_cls: 0.4338, d2.loss_bbox: 0.3298 d3.loss_cls: 0.3149, d3.loss_bbox: 0.5628 d4.loss_cls: 0.4071, d4.loss_bbox: 0.3956, loss: 3.8312, grad_norm: 57.6913
2024-03-24 20:30:06,787 - my_logger - INFO - 2024-03-28 05:55:02,000 - mmdet - INFO - Epoch [35][1400/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4498, loss_bbox: 0.5621, d0.loss_cls: 0.3286, d0.loss_bbox: 0.3454 d1.loss_cls: 0.3710, d1.loss_bbox: 0.3726 d2.loss_cls: 0.5130, d2.loss_bbox: 0.5322 d3.loss_cls: 0.5220, d3.loss_bbox: 0.3967 d4.loss_cls: 0.3296, d4.loss_bbox: 0.3018, loss: 4.8452, grad_norm: 55.1590
2024-03-24 20:30:06,788 - my_logger - INFO - 2024-03-28 05:57:02,000 - mmdet - INFO - Epoch [35][1450/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5635, loss_bbox: 0.3023, d0.loss_cls: 0.4956, d0.loss_bbox: 0.5872 d1.loss_cls: 0.4544, d1.loss_bbox: 0.3587 d2.loss_cls: 0.3217, d2.loss_bbox: 0.5880 d3.loss_cls: 0.4884, d3.loss_bbox: 0.4094 d4.loss_cls: 0.5204, d4.loss_bbox: 0.3773, loss: 4.1204, grad_norm: 52.3916
2024-03-24 20:30:06,788 - my_logger - INFO - 2024-03-28 05:59:02,000 - mmdet - INFO - Epoch [35][1500/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4890, loss_bbox: 0.4404, d0.loss_cls: 0.3337, d0.loss_bbox: 0.4358 d1.loss_cls: 0.4617, d1.loss_bbox: 0.3236 d2.loss_cls: 0.3930, d2.loss_bbox: 0.3193 d3.loss_cls: 0.5968, d3.loss_bbox: 0.3783 d4.loss_cls: 0.3273, d4.loss_bbox: 0.3358, loss: 4.4682, grad_norm: 50.6814
2024-03-24 20:30:06,788 - my_logger - INFO - 2024-03-28 06:01:02,000 - mmdet - INFO - Epoch [35][1550/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3044, loss_bbox: 0.4342, d0.loss_cls: 0.3795, d0.loss_bbox: 0.4798 d1.loss_cls: 0.4850, d1.loss_bbox: 0.5852 d2.loss_cls: 0.3491, d2.loss_bbox: 0.4901 d3.loss_cls: 0.5136, d3.loss_bbox: 0.4221 d4.loss_cls: 0.5017, d4.loss_bbox: 0.5527, loss: 4.1804, grad_norm: 53.5489
2024-03-24 20:30:06,789 - my_logger - INFO - 2024-03-28 06:03:02,000 - mmdet - INFO - Epoch [35][1600/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4790, loss_bbox: 0.5056, d0.loss_cls: 0.3597, d0.loss_bbox: 0.3064 d1.loss_cls: 0.4833, d1.loss_bbox: 0.3447 d2.loss_cls: 0.3671, d2.loss_bbox: 0.3557 d3.loss_cls: 0.4250, d3.loss_bbox: 0.4873 d4.loss_cls: 0.3503, d4.loss_bbox: 0.5990, loss: 3.9633, grad_norm: 57.9068
2024-03-24 20:30:06,789 - my_logger - INFO - 2024-03-28 06:05:02,000 - mmdet - INFO - Epoch [35][1650/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3478, loss_bbox: 0.5818, d0.loss_cls: 0.3058, d0.loss_bbox: 0.4277 d1.loss_cls: 0.4508, d1.loss_bbox: 0.5469 d2.loss_cls: 0.5941, d2.loss_bbox: 0.3043 d3.loss_cls: 0.3630, d3.loss_bbox: 0.5229 d4.loss_cls: 0.5388, d4.loss_bbox: 0.3271, loss: 3.6558, grad_norm: 59.8280
2024-03-24 20:30:06,790 - my_logger - INFO - 2024-03-28 06:07:02,000 - mmdet - INFO - Epoch [35][1700/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3413, loss_bbox: 0.5532, d0.loss_cls: 0.4071, d0.loss_bbox: 0.4888 d1.loss_cls: 0.4160, d1.loss_bbox: 0.5842 d2.loss_cls: 0.5255, d2.loss_bbox: 0.4808 d3.loss_cls: 0.4825, d3.loss_bbox: 0.5664 d4.loss_cls: 0.5923, d4.loss_bbox: 0.3930, loss: 3.5051, grad_norm: 52.1676
2024-03-24 20:30:06,790 - my_logger - INFO - 2024-03-28 06:09:02,000 - mmdet - INFO - Epoch [35][1750/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4585, loss_bbox: 0.4001, d0.loss_cls: 0.3729, d0.loss_bbox: 0.3950 d1.loss_cls: 0.4560, d1.loss_bbox: 0.3829 d2.loss_cls: 0.4343, d2.loss_bbox: 0.4041 d3.loss_cls: 0.4747, d3.loss_bbox: 0.4276 d4.loss_cls: 0.4377, d4.loss_bbox: 0.5519, loss: 4.1783, grad_norm: 52.2841
2024-03-24 20:30:06,790 - my_logger - INFO - 2024-03-28 06:11:02,000 - mmdet - INFO - Epoch [35][1800/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5711, loss_bbox: 0.4611, d0.loss_cls: 0.3408, d0.loss_bbox: 0.5667 d1.loss_cls: 0.5467, d1.loss_bbox: 0.5231 d2.loss_cls: 0.4727, d2.loss_bbox: 0.4554 d3.loss_cls: 0.5596, d3.loss_bbox: 0.4990 d4.loss_cls: 0.3329, d4.loss_bbox: 0.5642, loss: 3.9708, grad_norm: 59.2184
2024-03-24 20:30:06,791 - my_logger - INFO - 2024-03-28 06:13:02,000 - mmdet - INFO - Epoch [35][1850/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5870, loss_bbox: 0.3734, d0.loss_cls: 0.4985, d0.loss_bbox: 0.4226 d1.loss_cls: 0.3135, d1.loss_bbox: 0.3533 d2.loss_cls: 0.5089, d2.loss_bbox: 0.4436 d3.loss_cls: 0.4230, d3.loss_bbox: 0.3511 d4.loss_cls: 0.5036, d4.loss_bbox: 0.5878, loss: 4.1784, grad_norm: 53.4083
2024-03-24 20:30:06,791 - my_logger - INFO - 2024-03-28 06:15:02,000 - mmdet - INFO - Epoch [35][1900/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3075, loss_bbox: 0.5187, d0.loss_cls: 0.4080, d0.loss_bbox: 0.3692 d1.loss_cls: 0.5740, d1.loss_bbox: 0.3934 d2.loss_cls: 0.3643, d2.loss_bbox: 0.4652 d3.loss_cls: 0.3085, d3.loss_bbox: 0.4425 d4.loss_cls: 0.5867, d4.loss_bbox: 0.3112, loss: 4.8082, grad_norm: 56.5427
2024-03-24 20:30:06,791 - my_logger - INFO - 2024-03-28 06:17:02,000 - mmdet - INFO - Epoch [35][1950/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4708, loss_bbox: 0.4701, d0.loss_cls: 0.3461, d0.loss_bbox: 0.3982 d1.loss_cls: 0.3631, d1.loss_bbox: 0.5969 d2.loss_cls: 0.5378, d2.loss_bbox: 0.5184 d3.loss_cls: 0.5842, d3.loss_bbox: 0.5537 d4.loss_cls: 0.3275, d4.loss_bbox: 0.5781, loss: 4.9568, grad_norm: 59.4200
2024-03-24 20:30:06,792 - my_logger - INFO - 2024-03-28 06:19:02,000 - mmdet - INFO - Epoch [35][2000/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3361, loss_bbox: 0.5923, d0.loss_cls: 0.4727, d0.loss_bbox: 0.5819 d1.loss_cls: 0.3626, d1.loss_bbox: 0.4539 d2.loss_cls: 0.4269, d2.loss_bbox: 0.4157 d3.loss_cls: 0.4401, d3.loss_bbox: 0.3203 d4.loss_cls: 0.3329, d4.loss_bbox: 0.4026, loss: 4.0089, grad_norm: 59.1763
2024-03-24 20:30:06,792 - my_logger - INFO - 2024-03-28 06:21:02,000 - mmdet - INFO - Epoch [35][2050/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4588, loss_bbox: 0.5205, d0.loss_cls: 0.4365, d0.loss_bbox: 0.5689 d1.loss_cls: 0.3048, d1.loss_bbox: 0.3664 d2.loss_cls: 0.4182, d2.loss_bbox: 0.4898 d3.loss_cls: 0.5118, d3.loss_bbox: 0.3316 d4.loss_cls: 0.3801, d4.loss_bbox: 0.3883, loss: 4.9290, grad_norm: 58.8454
2024-03-24 20:30:06,793 - my_logger - INFO - 2024-03-28 06:23:02,000 - mmdet - INFO - Epoch [35][2100/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4513, loss_bbox: 0.3041, d0.loss_cls: 0.5824, d0.loss_bbox: 0.5555 d1.loss_cls: 0.5785, d1.loss_bbox: 0.4784 d2.loss_cls: 0.4043, d2.loss_bbox: 0.5482 d3.loss_cls: 0.4387, d3.loss_bbox: 0.4409 d4.loss_cls: 0.4423, d4.loss_bbox: 0.4560, loss: 3.7269, grad_norm: 55.9909
2024-03-24 20:30:06,800 - my_logger - INFO - 2024-03-28 06:25:02,000 - mmdet - INFO - Epoch [35][2150/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4813, loss_bbox: 0.5538, d0.loss_cls: 0.5225, d0.loss_bbox: 0.3067 d1.loss_cls: 0.3073, d1.loss_bbox: 0.3504 d2.loss_cls: 0.5793, d2.loss_bbox: 0.3252 d3.loss_cls: 0.4776, d3.loss_bbox: 0.4097 d4.loss_cls: 0.5874, d4.loss_bbox: 0.5198, loss: 4.0880, grad_norm: 53.7724
2024-03-24 20:30:06,800 - my_logger - INFO - 2024-03-28 06:27:02,000 - mmdet - INFO - Epoch [35][2200/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5179, loss_bbox: 0.5407, d0.loss_cls: 0.5671, d0.loss_bbox: 0.4770 d1.loss_cls: 0.5924, d1.loss_bbox: 0.4748 d2.loss_cls: 0.5105, d2.loss_bbox: 0.5083 d3.loss_cls: 0.3501, d3.loss_bbox: 0.3360 d4.loss_cls: 0.5113, d4.loss_bbox: 0.3068, loss: 4.9348, grad_norm: 55.7343
2024-03-24 20:30:06,801 - my_logger - INFO - 2024-03-28 06:29:02,000 - mmdet - INFO - Epoch [35][2250/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5119, loss_bbox: 0.4639, d0.loss_cls: 0.3334, d0.loss_bbox: 0.3185 d1.loss_cls: 0.4814, d1.loss_bbox: 0.4902 d2.loss_cls: 0.3273, d2.loss_bbox: 0.5195 d3.loss_cls: 0.5559, d3.loss_bbox: 0.3272 d4.loss_cls: 0.5406, d4.loss_bbox: 0.4197, loss: 4.7214, grad_norm: 59.4454
2024-03-24 20:30:06,801 - my_logger - INFO - 2024-03-28 06:31:02,000 - mmdet - INFO - Epoch [35][2300/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2620, loss_bbox: 0.3371, d0.loss_cls: 0.5807, d0.loss_bbox: 0.5165 d1.loss_cls: 0.3230, d1.loss_bbox: 0.3049 d2.loss_cls: 0.5932, d2.loss_bbox: 0.3330 d3.loss_cls: 0.5434, d3.loss_bbox: 0.4206 d4.loss_cls: 0.3741, d4.loss_bbox: 0.5264, loss: 4.4254, grad_norm: 57.6801
2024-03-24 20:30:06,802 - my_logger - INFO - 2024-03-28 06:33:02,000 - mmdet - INFO - Epoch [35][2350/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3972, loss_bbox: 0.4429, d0.loss_cls: 0.3396, d0.loss_bbox: 0.4019 d1.loss_cls: 0.5547, d1.loss_bbox: 0.5108 d2.loss_cls: 0.3017, d2.loss_bbox: 0.4298 d3.loss_cls: 0.3939, d3.loss_bbox: 0.4872 d4.loss_cls: 0.5825, d4.loss_bbox: 0.5449, loss: 4.0878, grad_norm: 54.1860
2024-03-24 20:30:06,802 - my_logger - INFO - 2024-03-28 06:35:02,000 - mmdet - INFO - Epoch [35][2400/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3397, loss_bbox: 0.5883, d0.loss_cls: 0.4359, d0.loss_bbox: 0.4669 d1.loss_cls: 0.3517, d1.loss_bbox: 0.3798 d2.loss_cls: 0.4855, d2.loss_bbox: 0.3508 d3.loss_cls: 0.4964, d3.loss_bbox: 0.4395 d4.loss_cls: 0.4970, d4.loss_bbox: 0.3220, loss: 3.7699, grad_norm: 57.0922
2024-03-24 20:30:06,802 - my_logger - INFO - 2024-03-28 06:37:02,000 - mmdet - INFO - Epoch [35][2450/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2992, loss_bbox: 0.4457, d0.loss_cls: 0.3019, d0.loss_bbox: 0.5126 d1.loss_cls: 0.5014, d1.loss_bbox: 0.5556 d2.loss_cls: 0.3614, d2.loss_bbox: 0.4716 d3.loss_cls: 0.3877, d3.loss_bbox: 0.3448 d4.loss_cls: 0.5921, d4.loss_bbox: 0.4253, loss: 3.9375, grad_norm: 54.9981
2024-03-24 20:30:06,803 - my_logger - INFO - 2024-03-28 06:39:02,000 - mmdet - INFO - Epoch [35][2500/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2629, loss_bbox: 0.4016, d0.loss_cls: 0.3620, d0.loss_bbox: 0.3499 d1.loss_cls: 0.5075, d1.loss_bbox: 0.3139 d2.loss_cls: 0.3427, d2.loss_bbox: 0.5218 d3.loss_cls: 0.5646, d3.loss_bbox: 0.4795 d4.loss_cls: 0.5516, d4.loss_bbox: 0.5111, loss: 3.6125, grad_norm: 50.1712
2024-03-24 20:30:06,803 - my_logger - INFO - 2024-03-28 06:41:02,000 - mmdet - INFO - Epoch [35][2550/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3892, loss_bbox: 0.5695, d0.loss_cls: 0.4235, d0.loss_bbox: 0.4969 d1.loss_cls: 0.5485, d1.loss_bbox: 0.3899 d2.loss_cls: 0.4651, d2.loss_bbox: 0.4779 d3.loss_cls: 0.5252, d3.loss_bbox: 0.3962 d4.loss_cls: 0.3777, d4.loss_bbox: 0.4883, loss: 4.1125, grad_norm: 53.9159
2024-03-24 20:30:06,804 - my_logger - INFO - 2024-03-28 06:43:02,000 - mmdet - INFO - Epoch [35][2600/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3109, loss_bbox: 0.3652, d0.loss_cls: 0.5568, d0.loss_bbox: 0.4954 d1.loss_cls: 0.3850, d1.loss_bbox: 0.3571 d2.loss_cls: 0.5503, d2.loss_bbox: 0.5182 d3.loss_cls: 0.4114, d3.loss_bbox: 0.5299 d4.loss_cls: 0.3531, d4.loss_bbox: 0.4224, loss: 4.0298, grad_norm: 57.6525
2024-03-24 20:30:06,804 - my_logger - INFO - 2024-03-28 06:45:02,000 - mmdet - INFO - Epoch [35][2650/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5132, loss_bbox: 0.5660, d0.loss_cls: 0.4910, d0.loss_bbox: 0.4786 d1.loss_cls: 0.4974, d1.loss_bbox: 0.4639 d2.loss_cls: 0.4606, d2.loss_bbox: 0.3593 d3.loss_cls: 0.4016, d3.loss_bbox: 0.5255 d4.loss_cls: 0.4064, d4.loss_bbox: 0.3383, loss: 3.6076, grad_norm: 53.6001
2024-03-24 20:30:06,804 - my_logger - INFO - 2024-03-28 06:47:02,000 - mmdet - INFO - Epoch [35][2700/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5067, loss_bbox: 0.4597, d0.loss_cls: 0.4977, d0.loss_bbox: 0.4663 d1.loss_cls: 0.3284, d1.loss_bbox: 0.5555 d2.loss_cls: 0.4706, d2.loss_bbox: 0.4827 d3.loss_cls: 0.4344, d3.loss_bbox: 0.4316 d4.loss_cls: 0.4454, d4.loss_bbox: 0.4747, loss: 4.6529, grad_norm: 58.3023
2024-03-24 20:30:06,805 - my_logger - INFO - 2024-03-28 06:49:02,000 - mmdet - INFO - Epoch [35][2750/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3334, loss_bbox: 0.5970, d0.loss_cls: 0.3042, d0.loss_bbox: 0.3389 d1.loss_cls: 0.5944, d1.loss_bbox: 0.4438 d2.loss_cls: 0.5620, d2.loss_bbox: 0.5635 d3.loss_cls: 0.4300, d3.loss_bbox: 0.5924 d4.loss_cls: 0.3625, d4.loss_bbox: 0.3028, loss: 3.8859, grad_norm: 54.5343
2024-03-24 20:30:06,805 - my_logger - INFO - 2024-03-28 06:51:02,000 - mmdet - INFO - Epoch [35][2800/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5895, loss_bbox: 0.4933, d0.loss_cls: 0.4071, d0.loss_bbox: 0.3931 d1.loss_cls: 0.4731, d1.loss_bbox: 0.5031 d2.loss_cls: 0.4914, d2.loss_bbox: 0.5552 d3.loss_cls: 0.5203, d3.loss_bbox: 0.4199 d4.loss_cls: 0.3770, d4.loss_bbox: 0.3121, loss: 4.7212, grad_norm: 50.6563
2024-03-24 20:30:06,806 - my_logger - INFO - 2024-03-28 06:53:02,000 - mmdet - INFO - Epoch [35][2850/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5635, loss_bbox: 0.3776, d0.loss_cls: 0.4376, d0.loss_bbox: 0.5609 d1.loss_cls: 0.4057, d1.loss_bbox: 0.4134 d2.loss_cls: 0.3111, d2.loss_bbox: 0.5800 d3.loss_cls: 0.4595, d3.loss_bbox: 0.4326 d4.loss_cls: 0.4057, d4.loss_bbox: 0.4174, loss: 4.1110, grad_norm: 52.8921
2024-03-24 20:30:06,806 - my_logger - INFO - 2024-03-28 06:55:02,000 - mmdet - INFO - Epoch [35][2900/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3631, loss_bbox: 0.4066, d0.loss_cls: 0.5292, d0.loss_bbox: 0.5712 d1.loss_cls: 0.4120, d1.loss_bbox: 0.4707 d2.loss_cls: 0.3907, d2.loss_bbox: 0.4939 d3.loss_cls: 0.3388, d3.loss_bbox: 0.5768 d4.loss_cls: 0.5841, d4.loss_bbox: 0.4089, loss: 4.7183, grad_norm: 50.3533
2024-03-24 20:30:06,806 - my_logger - INFO - 2024-03-28 06:57:02,000 - mmdet - INFO - Epoch [35][2950/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5700, loss_bbox: 0.3313, d0.loss_cls: 0.5923, d0.loss_bbox: 0.3867 d1.loss_cls: 0.4750, d1.loss_bbox: 0.5230 d2.loss_cls: 0.3519, d2.loss_bbox: 0.3987 d3.loss_cls: 0.4734, d3.loss_bbox: 0.3025 d4.loss_cls: 0.5944, d4.loss_bbox: 0.3866, loss: 4.2549, grad_norm: 50.9344
2024-03-24 20:30:06,807 - my_logger - INFO - 2024-03-28 06:59:02,000 - mmdet - INFO - Epoch [35][3000/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2756, loss_bbox: 0.3221, d0.loss_cls: 0.4503, d0.loss_bbox: 0.5814 d1.loss_cls: 0.3652, d1.loss_bbox: 0.5563 d2.loss_cls: 0.5339, d2.loss_bbox: 0.3508 d3.loss_cls: 0.5541, d3.loss_bbox: 0.3741 d4.loss_cls: 0.5539, d4.loss_bbox: 0.5087, loss: 3.7255, grad_norm: 50.9187
2024-03-24 20:30:06,807 - my_logger - INFO - 2024-03-28 07:01:02,000 - mmdet - INFO - Epoch [35][3050/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5410, loss_bbox: 0.5249, d0.loss_cls: 0.4804, d0.loss_bbox: 0.4009 d1.loss_cls: 0.4722, d1.loss_bbox: 0.4416 d2.loss_cls: 0.4870, d2.loss_bbox: 0.4510 d3.loss_cls: 0.5121, d3.loss_bbox: 0.4456 d4.loss_cls: 0.3728, d4.loss_bbox: 0.5932, loss: 3.8243, grad_norm: 55.9945
2024-03-24 20:30:06,807 - my_logger - INFO - 2024-03-28 07:03:02,000 - mmdet - INFO - Epoch [35][3100/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5482, loss_bbox: 0.4421, d0.loss_cls: 0.4673, d0.loss_bbox: 0.5507 d1.loss_cls: 0.3919, d1.loss_bbox: 0.5357 d2.loss_cls: 0.3366, d2.loss_bbox: 0.5212 d3.loss_cls: 0.3922, d3.loss_bbox: 0.4908 d4.loss_cls: 0.3490, d4.loss_bbox: 0.5963, loss: 3.5332, grad_norm: 51.7730
2024-03-24 20:30:06,808 - my_logger - INFO - 2024-03-28 07:05:02,000 - mmdet - INFO - Epoch [35][3150/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5525, loss_bbox: 0.5872, d0.loss_cls: 0.3018, d0.loss_bbox: 0.4568 d1.loss_cls: 0.5312, d1.loss_bbox: 0.5520 d2.loss_cls: 0.5752, d2.loss_bbox: 0.4251 d3.loss_cls: 0.5264, d3.loss_bbox: 0.4515 d4.loss_cls: 0.3172, d4.loss_bbox: 0.4684, loss: 3.7958, grad_norm: 58.3574
2024-03-24 20:30:06,808 - my_logger - INFO - 2024-03-28 07:07:02,000 - mmdet - INFO - Epoch [35][3200/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3975, loss_bbox: 0.5768, d0.loss_cls: 0.4975, d0.loss_bbox: 0.3391 d1.loss_cls: 0.4841, d1.loss_bbox: 0.4448 d2.loss_cls: 0.3497, d2.loss_bbox: 0.4598 d3.loss_cls: 0.3445, d3.loss_bbox: 0.4029 d4.loss_cls: 0.3262, d4.loss_bbox: 0.4523, loss: 4.6393, grad_norm: 50.5790
2024-03-24 20:30:06,809 - my_logger - INFO - 2024-03-28 07:09:02,000 - mmdet - INFO - Epoch [35][3250/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4423, loss_bbox: 0.4935, d0.loss_cls: 0.4508, d0.loss_bbox: 0.4327 d1.loss_cls: 0.3986, d1.loss_bbox: 0.5229 d2.loss_cls: 0.3768, d2.loss_bbox: 0.5253 d3.loss_cls: 0.3588, d3.loss_bbox: 0.5975 d4.loss_cls: 0.4214, d4.loss_bbox: 0.4580, loss: 3.5149, grad_norm: 51.0393
2024-03-24 20:30:06,819 - my_logger - INFO - 2024-03-28 07:11:02,000 - mmdet - INFO - Epoch [35][3300/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3574, loss_bbox: 0.3906, d0.loss_cls: 0.3031, d0.loss_bbox: 0.3432 d1.loss_cls: 0.3327, d1.loss_bbox: 0.4534 d2.loss_cls: 0.4928, d2.loss_bbox: 0.3783 d3.loss_cls: 0.3805, d3.loss_bbox: 0.3918 d4.loss_cls: 0.3028, d4.loss_bbox: 0.4773, loss: 3.8103, grad_norm: 53.3697
2024-03-24 20:30:06,819 - my_logger - INFO - 2024-03-28 07:13:02,000 - mmdet - INFO - Epoch [35][3350/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5850, loss_bbox: 0.3779, d0.loss_cls: 0.5170, d0.loss_bbox: 0.4182 d1.loss_cls: 0.5360, d1.loss_bbox: 0.4144 d2.loss_cls: 0.5093, d2.loss_bbox: 0.5462 d3.loss_cls: 0.4998, d3.loss_bbox: 0.4918 d4.loss_cls: 0.4477, d4.loss_bbox: 0.3110, loss: 4.9347, grad_norm: 51.0276
2024-03-24 20:30:06,820 - my_logger - INFO - 2024-03-28 07:15:02,000 - mmdet - INFO - Epoch [35][3400/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2903, loss_bbox: 0.3045, d0.loss_cls: 0.3714, d0.loss_bbox: 0.3204 d1.loss_cls: 0.4031, d1.loss_bbox: 0.4681 d2.loss_cls: 0.5855, d2.loss_bbox: 0.3309 d3.loss_cls: 0.3542, d3.loss_bbox: 0.5422 d4.loss_cls: 0.5207, d4.loss_bbox: 0.3881, loss: 3.8070, grad_norm: 52.5211
2024-03-24 20:30:06,820 - my_logger - INFO - 2024-03-28 07:17:02,000 - mmdet - INFO - Epoch [35][3450/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5303, loss_bbox: 0.4333, d0.loss_cls: 0.5883, d0.loss_bbox: 0.5188 d1.loss_cls: 0.4636, d1.loss_bbox: 0.3470 d2.loss_cls: 0.3235, d2.loss_bbox: 0.3272 d3.loss_cls: 0.5068, d3.loss_bbox: 0.5181 d4.loss_cls: 0.4939, d4.loss_bbox: 0.4233, loss: 3.8157, grad_norm: 55.7785
2024-03-24 20:30:06,820 - my_logger - INFO - 2024-03-28 07:19:02,000 - mmdet - INFO - Epoch [35][3500/3517][Batch size: 50]	lr: 9.801e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5467, loss_bbox: 0.4153, d0.loss_cls: 0.3368, d0.loss_bbox: 0.4249 d1.loss_cls: 0.3597, d1.loss_bbox: 0.3496 d2.loss_cls: 0.5540, d2.loss_bbox: 0.3307 d3.loss_cls: 0.5545, d3.loss_bbox: 0.5056 d4.loss_cls: 0.3571, d4.loss_bbox: 0.4520, loss: 4.6275, grad_norm: 53.7079
2024-03-24 20:30:06,821 - my_logger - INFO - Saving checkpoint at 35 epochs
2024-03-24 20:30:06,821 - my_logger - INFO - Metric NDS: 44.5644
2024-03-24 20:30:06,821 - my_logger - INFO - Metric mAP: 44.7309
2024-03-24 20:30:06,821 - my_logger - INFO - Metric mATE: 0.7766
2024-03-24 20:30:06,821 - my_logger - INFO - Metric mASE: 0.3264
2024-03-24 20:30:06,822 - my_logger - INFO - Metric mAOE: 0.5249
2024-03-24 20:30:06,822 - my_logger - INFO - Metric mAVE: 0.3841
2024-03-24 20:30:06,822 - my_logger - INFO - Metric mAAE: 0.2473
2024-03-24 20:30:06,822 - my_logger - INFO - 2024-03-28 07:21:02,000 - mmdet - INFO - Epoch [36][0/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5864, loss_bbox: 0.4323, d0.loss_cls: 0.3078, d0.loss_bbox: 0.4886 d1.loss_cls: 0.3016, d1.loss_bbox: 0.3362 d2.loss_cls: 0.3366, d2.loss_bbox: 0.3501 d3.loss_cls: 0.3127, d3.loss_bbox: 0.3546 d4.loss_cls: 0.3123, d4.loss_bbox: 0.4781, loss: 4.0442, grad_norm: 58.0655
2024-03-24 20:30:06,822 - my_logger - INFO - 2024-03-28 07:23:02,000 - mmdet - INFO - Epoch [36][50/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3129, loss_bbox: 0.5854, d0.loss_cls: 0.4588, d0.loss_bbox: 0.5211 d1.loss_cls: 0.4408, d1.loss_bbox: 0.5829 d2.loss_cls: 0.3431, d2.loss_bbox: 0.4791 d3.loss_cls: 0.5498, d3.loss_bbox: 0.5309 d4.loss_cls: 0.3664, d4.loss_bbox: 0.5655, loss: 4.1176, grad_norm: 52.8019
2024-03-24 20:30:06,823 - my_logger - INFO - 2024-03-28 07:25:02,000 - mmdet - INFO - Epoch [36][100/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4987, loss_bbox: 0.3503, d0.loss_cls: 0.3072, d0.loss_bbox: 0.3619 d1.loss_cls: 0.5467, d1.loss_bbox: 0.3473 d2.loss_cls: 0.5544, d2.loss_bbox: 0.3989 d3.loss_cls: 0.3127, d3.loss_bbox: 0.4836 d4.loss_cls: 0.3897, d4.loss_bbox: 0.5113, loss: 3.8487, grad_norm: 59.9744
2024-03-24 20:30:06,823 - my_logger - INFO - 2024-03-28 07:27:02,000 - mmdet - INFO - Epoch [36][150/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4635, loss_bbox: 0.5916, d0.loss_cls: 0.3399, d0.loss_bbox: 0.3155 d1.loss_cls: 0.4875, d1.loss_bbox: 0.5861 d2.loss_cls: 0.4851, d2.loss_bbox: 0.5320 d3.loss_cls: 0.4725, d3.loss_bbox: 0.5691 d4.loss_cls: 0.4125, d4.loss_bbox: 0.5879, loss: 4.5271, grad_norm: 53.9965
2024-03-24 20:30:06,824 - my_logger - INFO - 2024-03-28 07:29:02,000 - mmdet - INFO - Epoch [36][200/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5785, loss_bbox: 0.5009, d0.loss_cls: 0.4405, d0.loss_bbox: 0.4794 d1.loss_cls: 0.3828, d1.loss_bbox: 0.5226 d2.loss_cls: 0.4128, d2.loss_bbox: 0.4368 d3.loss_cls: 0.3301, d3.loss_bbox: 0.4876 d4.loss_cls: 0.3030, d4.loss_bbox: 0.3950, loss: 4.5067, grad_norm: 54.0656
2024-03-24 20:30:06,824 - my_logger - INFO - 2024-03-28 07:31:02,000 - mmdet - INFO - Epoch [36][250/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4812, loss_bbox: 0.3178, d0.loss_cls: 0.4681, d0.loss_bbox: 0.5126 d1.loss_cls: 0.5457, d1.loss_bbox: 0.4776 d2.loss_cls: 0.3062, d2.loss_bbox: 0.4442 d3.loss_cls: 0.3671, d3.loss_bbox: 0.4895 d4.loss_cls: 0.5867, d4.loss_bbox: 0.4177, loss: 3.7733, grad_norm: 50.3133
2024-03-24 20:30:06,825 - my_logger - INFO - 2024-03-28 07:33:02,000 - mmdet - INFO - Epoch [36][300/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5565, loss_bbox: 0.4940, d0.loss_cls: 0.4067, d0.loss_bbox: 0.3608 d1.loss_cls: 0.4769, d1.loss_bbox: 0.5618 d2.loss_cls: 0.5382, d2.loss_bbox: 0.3389 d3.loss_cls: 0.4022, d3.loss_bbox: 0.5304 d4.loss_cls: 0.3884, d4.loss_bbox: 0.3789, loss: 3.8923, grad_norm: 53.1094
2024-03-24 20:30:06,825 - my_logger - INFO - 2024-03-28 07:35:02,000 - mmdet - INFO - Epoch [36][350/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5895, loss_bbox: 0.3251, d0.loss_cls: 0.4954, d0.loss_bbox: 0.5753 d1.loss_cls: 0.3455, d1.loss_bbox: 0.3803 d2.loss_cls: 0.3411, d2.loss_bbox: 0.3191 d3.loss_cls: 0.3659, d3.loss_bbox: 0.5556 d4.loss_cls: 0.3859, d4.loss_bbox: 0.4173, loss: 4.0956, grad_norm: 56.3880
2024-03-24 20:30:06,826 - my_logger - INFO - 2024-03-28 07:37:02,000 - mmdet - INFO - Epoch [36][400/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3110, loss_bbox: 0.5809, d0.loss_cls: 0.4524, d0.loss_bbox: 0.5666 d1.loss_cls: 0.5303, d1.loss_bbox: 0.3915 d2.loss_cls: 0.5514, d2.loss_bbox: 0.3954 d3.loss_cls: 0.3437, d3.loss_bbox: 0.5115 d4.loss_cls: 0.5666, d4.loss_bbox: 0.5343, loss: 4.6396, grad_norm: 51.7575
2024-03-24 20:30:06,826 - my_logger - INFO - 2024-03-28 07:39:02,000 - mmdet - INFO - Epoch [36][450/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3474, loss_bbox: 0.4238, d0.loss_cls: 0.4919, d0.loss_bbox: 0.5555 d1.loss_cls: 0.4840, d1.loss_bbox: 0.4846 d2.loss_cls: 0.5317, d2.loss_bbox: 0.5492 d3.loss_cls: 0.5199, d3.loss_bbox: 0.3656 d4.loss_cls: 0.5495, d4.loss_bbox: 0.4554, loss: 3.6133, grad_norm: 50.4779
2024-03-24 20:30:06,827 - my_logger - INFO - 2024-03-28 07:41:02,000 - mmdet - INFO - Epoch [36][500/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5719, loss_bbox: 0.5247, d0.loss_cls: 0.3732, d0.loss_bbox: 0.4345 d1.loss_cls: 0.3789, d1.loss_bbox: 0.3870 d2.loss_cls: 0.4458, d2.loss_bbox: 0.4742 d3.loss_cls: 0.4549, d3.loss_bbox: 0.4470 d4.loss_cls: 0.3403, d4.loss_bbox: 0.3439, loss: 4.2482, grad_norm: 56.0054
2024-03-24 20:30:06,827 - my_logger - INFO - 2024-03-28 07:43:02,000 - mmdet - INFO - Epoch [36][550/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2636, loss_bbox: 0.5699, d0.loss_cls: 0.3221, d0.loss_bbox: 0.3097 d1.loss_cls: 0.4079, d1.loss_bbox: 0.3945 d2.loss_cls: 0.4213, d2.loss_bbox: 0.4407 d3.loss_cls: 0.4832, d3.loss_bbox: 0.4656 d4.loss_cls: 0.4544, d4.loss_bbox: 0.3673, loss: 4.2420, grad_norm: 58.1633
2024-03-24 20:30:06,828 - my_logger - INFO - 2024-03-28 07:45:02,000 - mmdet - INFO - Epoch [36][600/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5542, loss_bbox: 0.5177, d0.loss_cls: 0.3307, d0.loss_bbox: 0.5017 d1.loss_cls: 0.3764, d1.loss_bbox: 0.5343 d2.loss_cls: 0.3389, d2.loss_bbox: 0.5135 d3.loss_cls: 0.5241, d3.loss_bbox: 0.4537 d4.loss_cls: 0.3090, d4.loss_bbox: 0.3485, loss: 4.5910, grad_norm: 58.8108
2024-03-24 20:30:06,828 - my_logger - INFO - 2024-03-28 07:47:02,000 - mmdet - INFO - Epoch [36][650/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4178, loss_bbox: 0.5705, d0.loss_cls: 0.5453, d0.loss_bbox: 0.3925 d1.loss_cls: 0.4146, d1.loss_bbox: 0.5533 d2.loss_cls: 0.5613, d2.loss_bbox: 0.3617 d3.loss_cls: 0.3534, d3.loss_bbox: 0.3669 d4.loss_cls: 0.5890, d4.loss_bbox: 0.3356, loss: 3.7051, grad_norm: 54.4444
2024-03-24 20:30:06,829 - my_logger - INFO - 2024-03-28 07:49:02,000 - mmdet - INFO - Epoch [36][700/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3522, loss_bbox: 0.4150, d0.loss_cls: 0.4280, d0.loss_bbox: 0.5220 d1.loss_cls: 0.5000, d1.loss_bbox: 0.4450 d2.loss_cls: 0.5329, d2.loss_bbox: 0.4555 d3.loss_cls: 0.4986, d3.loss_bbox: 0.4020 d4.loss_cls: 0.5345, d4.loss_bbox: 0.5641, loss: 4.4903, grad_norm: 56.6029
2024-03-24 20:30:06,829 - my_logger - INFO - 2024-03-28 07:51:02,000 - mmdet - INFO - Epoch [36][750/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5823, loss_bbox: 0.3251, d0.loss_cls: 0.3091, d0.loss_bbox: 0.3809 d1.loss_cls: 0.5715, d1.loss_bbox: 0.5951 d2.loss_cls: 0.5824, d2.loss_bbox: 0.3711 d3.loss_cls: 0.4802, d3.loss_bbox: 0.5426 d4.loss_cls: 0.4289, d4.loss_bbox: 0.3415, loss: 3.8011, grad_norm: 50.1103
2024-03-24 20:30:06,829 - my_logger - INFO - 2024-03-28 07:53:02,000 - mmdet - INFO - Epoch [36][800/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4197, loss_bbox: 0.3306, d0.loss_cls: 0.3325, d0.loss_bbox: 0.4938 d1.loss_cls: 0.4595, d1.loss_bbox: 0.5220 d2.loss_cls: 0.5353, d2.loss_bbox: 0.3481 d3.loss_cls: 0.3087, d3.loss_bbox: 0.5805 d4.loss_cls: 0.4191, d4.loss_bbox: 0.4155, loss: 4.3486, grad_norm: 56.7449
2024-03-24 20:30:06,830 - my_logger - INFO - 2024-03-28 07:55:02,000 - mmdet - INFO - Epoch [36][850/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2637, loss_bbox: 0.4561, d0.loss_cls: 0.5009, d0.loss_bbox: 0.4894 d1.loss_cls: 0.4971, d1.loss_bbox: 0.5116 d2.loss_cls: 0.5407, d2.loss_bbox: 0.3349 d3.loss_cls: 0.4647, d3.loss_bbox: 0.5369 d4.loss_cls: 0.3603, d4.loss_bbox: 0.4047, loss: 4.1267, grad_norm: 55.3948
2024-03-24 20:30:06,830 - my_logger - INFO - 2024-03-28 07:57:02,000 - mmdet - INFO - Epoch [36][900/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5738, loss_bbox: 0.3322, d0.loss_cls: 0.3830, d0.loss_bbox: 0.3035 d1.loss_cls: 0.4306, d1.loss_bbox: 0.4422 d2.loss_cls: 0.5824, d2.loss_bbox: 0.3062 d3.loss_cls: 0.3725, d3.loss_bbox: 0.5397 d4.loss_cls: 0.3090, d4.loss_bbox: 0.4814, loss: 3.8922, grad_norm: 55.2446
2024-03-24 20:30:06,830 - my_logger - INFO - 2024-03-28 07:59:02,000 - mmdet - INFO - Epoch [36][950/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2587, loss_bbox: 0.4099, d0.loss_cls: 0.5006, d0.loss_bbox: 0.3030 d1.loss_cls: 0.3912, d1.loss_bbox: 0.3487 d2.loss_cls: 0.5528, d2.loss_bbox: 0.5838 d3.loss_cls: 0.5502, d3.loss_bbox: 0.5689 d4.loss_cls: 0.4401, d4.loss_bbox: 0.5404, loss: 3.9906, grad_norm: 54.6730
2024-03-24 20:30:06,831 - my_logger - INFO - 2024-03-28 08:01:02,000 - mmdet - INFO - Epoch [36][1000/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5363, loss_bbox: 0.3543, d0.loss_cls: 0.3532, d0.loss_bbox: 0.4397 d1.loss_cls: 0.3382, d1.loss_bbox: 0.4585 d2.loss_cls: 0.5804, d2.loss_bbox: 0.4608 d3.loss_cls: 0.3209, d3.loss_bbox: 0.3984 d4.loss_cls: 0.4999, d4.loss_bbox: 0.5578, loss: 4.0377, grad_norm: 57.8202
2024-03-24 20:30:06,831 - my_logger - INFO - 2024-03-28 08:03:02,000 - mmdet - INFO - Epoch [36][1050/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5434, loss_bbox: 0.4109, d0.loss_cls: 0.5103, d0.loss_bbox: 0.5456 d1.loss_cls: 0.4115, d1.loss_bbox: 0.5965 d2.loss_cls: 0.5696, d2.loss_bbox: 0.4554 d3.loss_cls: 0.4591, d3.loss_bbox: 0.3555 d4.loss_cls: 0.5480, d4.loss_bbox: 0.3034, loss: 3.8680, grad_norm: 53.0411
2024-03-24 20:30:06,832 - my_logger - INFO - 2024-03-28 08:05:02,000 - mmdet - INFO - Epoch [36][1100/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3059, loss_bbox: 0.5783, d0.loss_cls: 0.4592, d0.loss_bbox: 0.5601 d1.loss_cls: 0.5733, d1.loss_bbox: 0.5901 d2.loss_cls: 0.4043, d2.loss_bbox: 0.5078 d3.loss_cls: 0.4498, d3.loss_bbox: 0.4860 d4.loss_cls: 0.3925, d4.loss_bbox: 0.3799, loss: 4.6465, grad_norm: 58.8045
2024-03-24 20:30:06,832 - my_logger - INFO - 2024-03-28 08:07:02,000 - mmdet - INFO - Epoch [36][1150/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3612, loss_bbox: 0.5668, d0.loss_cls: 0.5447, d0.loss_bbox: 0.4147 d1.loss_cls: 0.5022, d1.loss_bbox: 0.5340 d2.loss_cls: 0.5706, d2.loss_bbox: 0.4357 d3.loss_cls: 0.4252, d3.loss_bbox: 0.4536 d4.loss_cls: 0.4623, d4.loss_bbox: 0.4753, loss: 4.3330, grad_norm: 58.8624
2024-03-24 20:30:06,832 - my_logger - INFO - 2024-03-28 08:09:02,000 - mmdet - INFO - Epoch [36][1200/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3751, loss_bbox: 0.5649, d0.loss_cls: 0.5227, d0.loss_bbox: 0.3634 d1.loss_cls: 0.5324, d1.loss_bbox: 0.4938 d2.loss_cls: 0.5750, d2.loss_bbox: 0.4341 d3.loss_cls: 0.5597, d3.loss_bbox: 0.4571 d4.loss_cls: 0.5386, d4.loss_bbox: 0.4850, loss: 3.5296, grad_norm: 51.9089
2024-03-24 20:30:06,833 - my_logger - INFO - 2024-03-28 08:11:02,000 - mmdet - INFO - Epoch [36][1250/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4243, loss_bbox: 0.4846, d0.loss_cls: 0.5657, d0.loss_bbox: 0.4481 d1.loss_cls: 0.3262, d1.loss_bbox: 0.3249 d2.loss_cls: 0.4290, d2.loss_bbox: 0.3023 d3.loss_cls: 0.4688, d3.loss_bbox: 0.3326 d4.loss_cls: 0.3479, d4.loss_bbox: 0.5025, loss: 4.9843, grad_norm: 59.0608
2024-03-24 20:30:06,833 - my_logger - INFO - 2024-03-28 08:13:02,000 - mmdet - INFO - Epoch [36][1300/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3715, loss_bbox: 0.4885, d0.loss_cls: 0.5438, d0.loss_bbox: 0.5801 d1.loss_cls: 0.3855, d1.loss_bbox: 0.3016 d2.loss_cls: 0.5326, d2.loss_bbox: 0.3369 d3.loss_cls: 0.5784, d3.loss_bbox: 0.5259 d4.loss_cls: 0.5840, d4.loss_bbox: 0.4992, loss: 4.5009, grad_norm: 53.9963
2024-03-24 20:30:06,834 - my_logger - INFO - 2024-03-28 08:15:02,000 - mmdet - INFO - Epoch [36][1350/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3426, loss_bbox: 0.4111, d0.loss_cls: 0.5386, d0.loss_bbox: 0.4239 d1.loss_cls: 0.5238, d1.loss_bbox: 0.4826 d2.loss_cls: 0.4808, d2.loss_bbox: 0.3720 d3.loss_cls: 0.5490, d3.loss_bbox: 0.4492 d4.loss_cls: 0.5415, d4.loss_bbox: 0.3271, loss: 4.4136, grad_norm: 51.5075
2024-03-24 20:30:06,834 - my_logger - INFO - 2024-03-28 08:17:02,000 - mmdet - INFO - Epoch [36][1400/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4724, loss_bbox: 0.3945, d0.loss_cls: 0.3750, d0.loss_bbox: 0.3037 d1.loss_cls: 0.5275, d1.loss_bbox: 0.5642 d2.loss_cls: 0.5604, d2.loss_bbox: 0.4610 d3.loss_cls: 0.3778, d3.loss_bbox: 0.3533 d4.loss_cls: 0.4577, d4.loss_bbox: 0.4713, loss: 3.9822, grad_norm: 51.5167
2024-03-24 20:30:06,834 - my_logger - INFO - 2024-03-28 08:19:02,000 - mmdet - INFO - Epoch [36][1450/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5911, loss_bbox: 0.3523, d0.loss_cls: 0.5369, d0.loss_bbox: 0.3700 d1.loss_cls: 0.4008, d1.loss_bbox: 0.4277 d2.loss_cls: 0.4976, d2.loss_bbox: 0.4593 d3.loss_cls: 0.5435, d3.loss_bbox: 0.4227 d4.loss_cls: 0.3598, d4.loss_bbox: 0.4984, loss: 4.2997, grad_norm: 56.9630
2024-03-24 20:30:06,835 - my_logger - INFO - 2024-03-28 08:21:02,000 - mmdet - INFO - Epoch [36][1500/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2674, loss_bbox: 0.5154, d0.loss_cls: 0.3357, d0.loss_bbox: 0.5098 d1.loss_cls: 0.5239, d1.loss_bbox: 0.5796 d2.loss_cls: 0.3519, d2.loss_bbox: 0.4780 d3.loss_cls: 0.3834, d3.loss_bbox: 0.4848 d4.loss_cls: 0.4498, d4.loss_bbox: 0.5847, loss: 3.7352, grad_norm: 53.8159
2024-03-24 20:30:06,835 - my_logger - INFO - 2024-03-28 08:23:02,000 - mmdet - INFO - Epoch [36][1550/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3608, loss_bbox: 0.5462, d0.loss_cls: 0.3569, d0.loss_bbox: 0.3095 d1.loss_cls: 0.4465, d1.loss_bbox: 0.5084 d2.loss_cls: 0.3006, d2.loss_bbox: 0.3827 d3.loss_cls: 0.4868, d3.loss_bbox: 0.4667 d4.loss_cls: 0.5125, d4.loss_bbox: 0.5056, loss: 3.6565, grad_norm: 55.5466
2024-03-24 20:30:06,835 - my_logger - INFO - 2024-03-28 08:25:02,000 - mmdet - INFO - Epoch [36][1600/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4422, loss_bbox: 0.5933, d0.loss_cls: 0.3315, d0.loss_bbox: 0.4964 d1.loss_cls: 0.5942, d1.loss_bbox: 0.5633 d2.loss_cls: 0.3744, d2.loss_bbox: 0.5939 d3.loss_cls: 0.4416, d3.loss_bbox: 0.3522 d4.loss_cls: 0.3569, d4.loss_bbox: 0.5413, loss: 3.5158, grad_norm: 53.3844
2024-03-24 20:30:06,836 - my_logger - INFO - 2024-03-28 08:27:02,000 - mmdet - INFO - Epoch [36][1650/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2980, loss_bbox: 0.3807, d0.loss_cls: 0.3744, d0.loss_bbox: 0.5380 d1.loss_cls: 0.4586, d1.loss_bbox: 0.3539 d2.loss_cls: 0.4472, d2.loss_bbox: 0.4012 d3.loss_cls: 0.3684, d3.loss_bbox: 0.3699 d4.loss_cls: 0.5594, d4.loss_bbox: 0.5119, loss: 4.3516, grad_norm: 57.5441
2024-03-24 20:30:06,836 - my_logger - INFO - 2024-03-28 08:29:02,000 - mmdet - INFO - Epoch [36][1700/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5171, loss_bbox: 0.3048, d0.loss_cls: 0.4083, d0.loss_bbox: 0.3050 d1.loss_cls: 0.4815, d1.loss_bbox: 0.3577 d2.loss_cls: 0.4216, d2.loss_bbox: 0.3964 d3.loss_cls: 0.5443, d3.loss_bbox: 0.3617 d4.loss_cls: 0.5287, d4.loss_bbox: 0.5294, loss: 3.6361, grad_norm: 52.0763
2024-03-24 20:30:06,837 - my_logger - INFO - 2024-03-28 08:31:02,000 - mmdet - INFO - Epoch [36][1750/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5518, loss_bbox: 0.4509, d0.loss_cls: 0.5057, d0.loss_bbox: 0.3356 d1.loss_cls: 0.3097, d1.loss_bbox: 0.5132 d2.loss_cls: 0.5720, d2.loss_bbox: 0.5290 d3.loss_cls: 0.3278, d3.loss_bbox: 0.4743 d4.loss_cls: 0.4581, d4.loss_bbox: 0.5261, loss: 4.3940, grad_norm: 56.8216
2024-03-24 20:30:06,837 - my_logger - INFO - 2024-03-28 08:33:02,000 - mmdet - INFO - Epoch [36][1800/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5377, loss_bbox: 0.4032, d0.loss_cls: 0.3644, d0.loss_bbox: 0.4229 d1.loss_cls: 0.5461, d1.loss_bbox: 0.3863 d2.loss_cls: 0.3542, d2.loss_bbox: 0.3776 d3.loss_cls: 0.3934, d3.loss_bbox: 0.4984 d4.loss_cls: 0.4671, d4.loss_bbox: 0.3808, loss: 3.5543, grad_norm: 52.9953
2024-03-24 20:30:06,837 - my_logger - INFO - 2024-03-28 08:35:02,000 - mmdet - INFO - Epoch [36][1850/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3826, loss_bbox: 0.4046, d0.loss_cls: 0.3056, d0.loss_bbox: 0.3616 d1.loss_cls: 0.5482, d1.loss_bbox: 0.3446 d2.loss_cls: 0.3288, d2.loss_bbox: 0.3350 d3.loss_cls: 0.4355, d3.loss_bbox: 0.3085 d4.loss_cls: 0.4007, d4.loss_bbox: 0.5389, loss: 3.8637, grad_norm: 55.6230
2024-03-24 20:30:06,838 - my_logger - INFO - 2024-03-28 08:37:02,000 - mmdet - INFO - Epoch [36][1900/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5258, loss_bbox: 0.5256, d0.loss_cls: 0.4747, d0.loss_bbox: 0.3094 d1.loss_cls: 0.5603, d1.loss_bbox: 0.5021 d2.loss_cls: 0.4136, d2.loss_bbox: 0.4923 d3.loss_cls: 0.5214, d3.loss_bbox: 0.3621 d4.loss_cls: 0.3241, d4.loss_bbox: 0.3058, loss: 3.5098, grad_norm: 59.3999
2024-03-24 20:30:06,838 - my_logger - INFO - 2024-03-28 08:39:02,000 - mmdet - INFO - Epoch [36][1950/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2750, loss_bbox: 0.5409, d0.loss_cls: 0.5912, d0.loss_bbox: 0.3154 d1.loss_cls: 0.5464, d1.loss_bbox: 0.4204 d2.loss_cls: 0.5386, d2.loss_bbox: 0.4573 d3.loss_cls: 0.3915, d3.loss_bbox: 0.4270 d4.loss_cls: 0.5269, d4.loss_bbox: 0.5303, loss: 3.5726, grad_norm: 50.7643
2024-03-24 20:30:06,838 - my_logger - INFO - 2024-03-28 08:41:02,000 - mmdet - INFO - Epoch [36][2000/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3550, loss_bbox: 0.3473, d0.loss_cls: 0.4092, d0.loss_bbox: 0.4466 d1.loss_cls: 0.4469, d1.loss_bbox: 0.4636 d2.loss_cls: 0.3454, d2.loss_bbox: 0.5666 d3.loss_cls: 0.3678, d3.loss_bbox: 0.4442 d4.loss_cls: 0.5797, d4.loss_bbox: 0.5116, loss: 4.1384, grad_norm: 55.3571
2024-03-24 20:30:06,839 - my_logger - INFO - 2024-03-28 08:43:02,000 - mmdet - INFO - Epoch [36][2050/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2877, loss_bbox: 0.4937, d0.loss_cls: 0.3802, d0.loss_bbox: 0.4570 d1.loss_cls: 0.5526, d1.loss_bbox: 0.5428 d2.loss_cls: 0.5215, d2.loss_bbox: 0.5593 d3.loss_cls: 0.3895, d3.loss_bbox: 0.3775 d4.loss_cls: 0.5552, d4.loss_bbox: 0.5401, loss: 4.6285, grad_norm: 58.6955
2024-03-24 20:30:06,839 - my_logger - INFO - 2024-03-28 08:45:02,000 - mmdet - INFO - Epoch [36][2100/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4244, loss_bbox: 0.4773, d0.loss_cls: 0.4351, d0.loss_bbox: 0.3718 d1.loss_cls: 0.4134, d1.loss_bbox: 0.5168 d2.loss_cls: 0.5600, d2.loss_bbox: 0.5674 d3.loss_cls: 0.5167, d3.loss_bbox: 0.3473 d4.loss_cls: 0.5531, d4.loss_bbox: 0.3276, loss: 4.4625, grad_norm: 57.4351
2024-03-24 20:30:06,839 - my_logger - INFO - 2024-03-28 08:47:02,000 - mmdet - INFO - Epoch [36][2150/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5152, loss_bbox: 0.3559, d0.loss_cls: 0.4530, d0.loss_bbox: 0.3994 d1.loss_cls: 0.5311, d1.loss_bbox: 0.3808 d2.loss_cls: 0.4000, d2.loss_bbox: 0.5344 d3.loss_cls: 0.4988, d3.loss_bbox: 0.5216 d4.loss_cls: 0.4577, d4.loss_bbox: 0.3269, loss: 4.9287, grad_norm: 59.2746
2024-03-24 20:30:06,846 - my_logger - INFO - 2024-03-28 08:49:02,000 - mmdet - INFO - Epoch [36][2200/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2871, loss_bbox: 0.5747, d0.loss_cls: 0.5070, d0.loss_bbox: 0.3130 d1.loss_cls: 0.5087, d1.loss_bbox: 0.4540 d2.loss_cls: 0.5509, d2.loss_bbox: 0.5097 d3.loss_cls: 0.5286, d3.loss_bbox: 0.4534 d4.loss_cls: 0.5107, d4.loss_bbox: 0.4970, loss: 4.7398, grad_norm: 55.5697
2024-03-24 20:30:06,847 - my_logger - INFO - 2024-03-28 08:51:02,000 - mmdet - INFO - Epoch [36][2250/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4227, loss_bbox: 0.3356, d0.loss_cls: 0.4570, d0.loss_bbox: 0.3737 d1.loss_cls: 0.4700, d1.loss_bbox: 0.4269 d2.loss_cls: 0.3860, d2.loss_bbox: 0.5081 d3.loss_cls: 0.5824, d3.loss_bbox: 0.4272 d4.loss_cls: 0.3689, d4.loss_bbox: 0.4153, loss: 4.3011, grad_norm: 52.5677
2024-03-24 20:30:06,848 - my_logger - INFO - 2024-03-28 08:53:02,000 - mmdet - INFO - Epoch [36][2300/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3613, loss_bbox: 0.4718, d0.loss_cls: 0.4794, d0.loss_bbox: 0.5906 d1.loss_cls: 0.4010, d1.loss_bbox: 0.5864 d2.loss_cls: 0.5250, d2.loss_bbox: 0.3688 d3.loss_cls: 0.3379, d3.loss_bbox: 0.3571 d4.loss_cls: 0.5749, d4.loss_bbox: 0.5694, loss: 4.9049, grad_norm: 52.1077
2024-03-24 20:30:06,848 - my_logger - INFO - 2024-03-28 08:55:02,000 - mmdet - INFO - Epoch [36][2350/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2673, loss_bbox: 0.3662, d0.loss_cls: 0.4943, d0.loss_bbox: 0.4228 d1.loss_cls: 0.4385, d1.loss_bbox: 0.4169 d2.loss_cls: 0.3408, d2.loss_bbox: 0.5280 d3.loss_cls: 0.5977, d3.loss_bbox: 0.5602 d4.loss_cls: 0.3221, d4.loss_bbox: 0.4080, loss: 4.9705, grad_norm: 53.5207
2024-03-24 20:30:06,848 - my_logger - INFO - 2024-03-28 08:57:02,000 - mmdet - INFO - Epoch [36][2400/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3023, loss_bbox: 0.4789, d0.loss_cls: 0.4886, d0.loss_bbox: 0.4864 d1.loss_cls: 0.3851, d1.loss_bbox: 0.4823 d2.loss_cls: 0.4701, d2.loss_bbox: 0.5153 d3.loss_cls: 0.4907, d3.loss_bbox: 0.4855 d4.loss_cls: 0.4117, d4.loss_bbox: 0.4956, loss: 4.6679, grad_norm: 53.4108
2024-03-24 20:30:06,849 - my_logger - INFO - 2024-03-28 08:59:02,000 - mmdet - INFO - Epoch [36][2450/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5456, loss_bbox: 0.5629, d0.loss_cls: 0.5702, d0.loss_bbox: 0.4046 d1.loss_cls: 0.5718, d1.loss_bbox: 0.3657 d2.loss_cls: 0.5876, d2.loss_bbox: 0.3132 d3.loss_cls: 0.4882, d3.loss_bbox: 0.4902 d4.loss_cls: 0.3334, d4.loss_bbox: 0.5924, loss: 4.4247, grad_norm: 57.6839
2024-03-24 20:30:06,849 - my_logger - INFO - 2024-03-28 09:01:02,000 - mmdet - INFO - Epoch [36][2500/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2531, loss_bbox: 0.5610, d0.loss_cls: 0.5964, d0.loss_bbox: 0.4032 d1.loss_cls: 0.4254, d1.loss_bbox: 0.4785 d2.loss_cls: 0.3183, d2.loss_bbox: 0.3478 d3.loss_cls: 0.3916, d3.loss_bbox: 0.4765 d4.loss_cls: 0.4047, d4.loss_bbox: 0.5202, loss: 3.7401, grad_norm: 51.8260
2024-03-24 20:30:06,849 - my_logger - INFO - 2024-03-28 09:03:02,000 - mmdet - INFO - Epoch [36][2550/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3073, loss_bbox: 0.3322, d0.loss_cls: 0.3258, d0.loss_bbox: 0.3396 d1.loss_cls: 0.5567, d1.loss_bbox: 0.4600 d2.loss_cls: 0.3371, d2.loss_bbox: 0.4846 d3.loss_cls: 0.5084, d3.loss_bbox: 0.5367 d4.loss_cls: 0.4930, d4.loss_bbox: 0.3963, loss: 4.1390, grad_norm: 52.5897
2024-03-24 20:30:06,850 - my_logger - INFO - 2024-03-28 09:05:02,000 - mmdet - INFO - Epoch [36][2600/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3204, loss_bbox: 0.4640, d0.loss_cls: 0.3350, d0.loss_bbox: 0.3220 d1.loss_cls: 0.4795, d1.loss_bbox: 0.4695 d2.loss_cls: 0.3744, d2.loss_bbox: 0.4404 d3.loss_cls: 0.3357, d3.loss_bbox: 0.5054 d4.loss_cls: 0.4086, d4.loss_bbox: 0.5078, loss: 4.3538, grad_norm: 59.9771
2024-03-24 20:30:06,850 - my_logger - INFO - 2024-03-28 09:07:02,000 - mmdet - INFO - Epoch [36][2650/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4896, loss_bbox: 0.5394, d0.loss_cls: 0.3353, d0.loss_bbox: 0.5868 d1.loss_cls: 0.3775, d1.loss_bbox: 0.5296 d2.loss_cls: 0.4221, d2.loss_bbox: 0.5737 d3.loss_cls: 0.4160, d3.loss_bbox: 0.5499 d4.loss_cls: 0.4577, d4.loss_bbox: 0.3905, loss: 4.7657, grad_norm: 59.5927
2024-03-24 20:30:06,850 - my_logger - INFO - 2024-03-28 09:09:02,000 - mmdet - INFO - Epoch [36][2700/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5066, loss_bbox: 0.3452, d0.loss_cls: 0.4144, d0.loss_bbox: 0.4706 d1.loss_cls: 0.3163, d1.loss_bbox: 0.5972 d2.loss_cls: 0.4381, d2.loss_bbox: 0.5038 d3.loss_cls: 0.5050, d3.loss_bbox: 0.5442 d4.loss_cls: 0.5179, d4.loss_bbox: 0.3255, loss: 4.4253, grad_norm: 58.4037
2024-03-24 20:30:06,851 - my_logger - INFO - 2024-03-28 09:11:02,000 - mmdet - INFO - Epoch [36][2750/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4151, loss_bbox: 0.4948, d0.loss_cls: 0.4077, d0.loss_bbox: 0.5788 d1.loss_cls: 0.5665, d1.loss_bbox: 0.3540 d2.loss_cls: 0.5311, d2.loss_bbox: 0.5852 d3.loss_cls: 0.3246, d3.loss_bbox: 0.5958 d4.loss_cls: 0.5796, d4.loss_bbox: 0.4873, loss: 4.4089, grad_norm: 52.7625
2024-03-24 20:30:06,851 - my_logger - INFO - 2024-03-28 09:13:02,000 - mmdet - INFO - Epoch [36][2800/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3595, loss_bbox: 0.3133, d0.loss_cls: 0.4173, d0.loss_bbox: 0.3604 d1.loss_cls: 0.4019, d1.loss_bbox: 0.5948 d2.loss_cls: 0.5689, d2.loss_bbox: 0.4443 d3.loss_cls: 0.3788, d3.loss_bbox: 0.3371 d4.loss_cls: 0.3965, d4.loss_bbox: 0.3586, loss: 4.9663, grad_norm: 56.0420
2024-03-24 20:30:06,851 - my_logger - INFO - 2024-03-28 09:15:02,000 - mmdet - INFO - Epoch [36][2850/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4233, loss_bbox: 0.3081, d0.loss_cls: 0.5863, d0.loss_bbox: 0.3672 d1.loss_cls: 0.4278, d1.loss_bbox: 0.4125 d2.loss_cls: 0.4051, d2.loss_bbox: 0.4812 d3.loss_cls: 0.3527, d3.loss_bbox: 0.4519 d4.loss_cls: 0.5217, d4.loss_bbox: 0.3182, loss: 4.7412, grad_norm: 56.0724
2024-03-24 20:30:06,852 - my_logger - INFO - 2024-03-28 09:17:02,000 - mmdet - INFO - Epoch [36][2900/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4647, loss_bbox: 0.3486, d0.loss_cls: 0.4861, d0.loss_bbox: 0.3017 d1.loss_cls: 0.5153, d1.loss_bbox: 0.5223 d2.loss_cls: 0.3393, d2.loss_bbox: 0.4612 d3.loss_cls: 0.5919, d3.loss_bbox: 0.3766 d4.loss_cls: 0.3286, d4.loss_bbox: 0.5340, loss: 4.7454, grad_norm: 59.3996
2024-03-24 20:30:06,852 - my_logger - INFO - 2024-03-28 09:19:02,000 - mmdet - INFO - Epoch [36][2950/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2914, loss_bbox: 0.4622, d0.loss_cls: 0.4055, d0.loss_bbox: 0.5564 d1.loss_cls: 0.4207, d1.loss_bbox: 0.3210 d2.loss_cls: 0.4509, d2.loss_bbox: 0.3901 d3.loss_cls: 0.3865, d3.loss_bbox: 0.3830 d4.loss_cls: 0.4516, d4.loss_bbox: 0.3550, loss: 4.9576, grad_norm: 51.3045
2024-03-24 20:30:06,852 - my_logger - INFO - 2024-03-28 09:21:02,000 - mmdet - INFO - Epoch [36][3000/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2967, loss_bbox: 0.4193, d0.loss_cls: 0.3420, d0.loss_bbox: 0.3299 d1.loss_cls: 0.3221, d1.loss_bbox: 0.5219 d2.loss_cls: 0.5615, d2.loss_bbox: 0.3738 d3.loss_cls: 0.3543, d3.loss_bbox: 0.4758 d4.loss_cls: 0.5608, d4.loss_bbox: 0.4430, loss: 3.7456, grad_norm: 52.8248
2024-03-24 20:30:06,854 - my_logger - INFO - 2024-03-28 09:23:02,000 - mmdet - INFO - Epoch [36][3050/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2584, loss_bbox: 0.4553, d0.loss_cls: 0.5881, d0.loss_bbox: 0.3290 d1.loss_cls: 0.3918, d1.loss_bbox: 0.5357 d2.loss_cls: 0.3208, d2.loss_bbox: 0.3945 d3.loss_cls: 0.5459, d3.loss_bbox: 0.3111 d4.loss_cls: 0.3200, d4.loss_bbox: 0.3695, loss: 4.6218, grad_norm: 57.8474
2024-03-24 20:30:06,855 - my_logger - INFO - 2024-03-28 09:25:02,000 - mmdet - INFO - Epoch [36][3100/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5808, loss_bbox: 0.4814, d0.loss_cls: 0.3392, d0.loss_bbox: 0.5924 d1.loss_cls: 0.3211, d1.loss_bbox: 0.4688 d2.loss_cls: 0.4905, d2.loss_bbox: 0.4891 d3.loss_cls: 0.5341, d3.loss_bbox: 0.3738 d4.loss_cls: 0.3051, d4.loss_bbox: 0.3414, loss: 4.0136, grad_norm: 58.5566
2024-03-24 20:30:06,855 - my_logger - INFO - 2024-03-28 09:27:02,000 - mmdet - INFO - Epoch [36][3150/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3991, loss_bbox: 0.5221, d0.loss_cls: 0.3581, d0.loss_bbox: 0.5208 d1.loss_cls: 0.4502, d1.loss_bbox: 0.5292 d2.loss_cls: 0.3219, d2.loss_bbox: 0.4474 d3.loss_cls: 0.4091, d3.loss_bbox: 0.4627 d4.loss_cls: 0.3980, d4.loss_bbox: 0.5408, loss: 4.3372, grad_norm: 58.3843
2024-03-24 20:30:06,855 - my_logger - INFO - 2024-03-28 09:29:02,000 - mmdet - INFO - Epoch [36][3200/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5073, loss_bbox: 0.5344, d0.loss_cls: 0.3748, d0.loss_bbox: 0.3196 d1.loss_cls: 0.4798, d1.loss_bbox: 0.4820 d2.loss_cls: 0.3976, d2.loss_bbox: 0.5486 d3.loss_cls: 0.5600, d3.loss_bbox: 0.3370 d4.loss_cls: 0.5024, d4.loss_bbox: 0.4174, loss: 4.8665, grad_norm: 57.2036
2024-03-24 20:30:06,863 - my_logger - INFO - 2024-03-28 09:31:02,000 - mmdet - INFO - Epoch [36][3250/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5774, loss_bbox: 0.4422, d0.loss_cls: 0.5292, d0.loss_bbox: 0.4728 d1.loss_cls: 0.4840, d1.loss_bbox: 0.5302 d2.loss_cls: 0.3855, d2.loss_bbox: 0.5798 d3.loss_cls: 0.3613, d3.loss_bbox: 0.3664 d4.loss_cls: 0.3150, d4.loss_bbox: 0.4948, loss: 3.9532, grad_norm: 59.3197
2024-03-24 20:30:06,863 - my_logger - INFO - 2024-03-28 09:33:02,000 - mmdet - INFO - Epoch [36][3300/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4527, loss_bbox: 0.3207, d0.loss_cls: 0.4442, d0.loss_bbox: 0.5637 d1.loss_cls: 0.3061, d1.loss_bbox: 0.3922 d2.loss_cls: 0.3706, d2.loss_bbox: 0.5977 d3.loss_cls: 0.3551, d3.loss_bbox: 0.3944 d4.loss_cls: 0.4814, d4.loss_bbox: 0.3619, loss: 4.3558, grad_norm: 53.2669
2024-03-24 20:30:06,863 - my_logger - INFO - 2024-03-28 09:35:02,000 - mmdet - INFO - Epoch [36][3350/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4687, loss_bbox: 0.4314, d0.loss_cls: 0.5320, d0.loss_bbox: 0.3901 d1.loss_cls: 0.4908, d1.loss_bbox: 0.5713 d2.loss_cls: 0.4648, d2.loss_bbox: 0.4378 d3.loss_cls: 0.3909, d3.loss_bbox: 0.4908 d4.loss_cls: 0.3455, d4.loss_bbox: 0.5281, loss: 4.2470, grad_norm: 50.0478
2024-03-24 20:30:06,865 - my_logger - INFO - 2024-03-28 09:37:02,000 - mmdet - INFO - Epoch [36][3400/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4390, loss_bbox: 0.4795, d0.loss_cls: 0.5350, d0.loss_bbox: 0.5326 d1.loss_cls: 0.5306, d1.loss_bbox: 0.5791 d2.loss_cls: 0.4686, d2.loss_bbox: 0.5283 d3.loss_cls: 0.3249, d3.loss_bbox: 0.5411 d4.loss_cls: 0.4774, d4.loss_bbox: 0.4610, loss: 4.5697, grad_norm: 50.8448
2024-03-24 20:30:06,865 - my_logger - INFO - 2024-03-28 09:39:02,000 - mmdet - INFO - Epoch [36][3450/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3895, loss_bbox: 0.4614, d0.loss_cls: 0.3819, d0.loss_bbox: 0.3603 d1.loss_cls: 0.4887, d1.loss_bbox: 0.5159 d2.loss_cls: 0.5450, d2.loss_bbox: 0.3407 d3.loss_cls: 0.3802, d3.loss_bbox: 0.4732 d4.loss_cls: 0.3692, d4.loss_bbox: 0.5367, loss: 4.3948, grad_norm: 55.2257
2024-03-24 20:30:06,865 - my_logger - INFO - 2024-03-28 09:41:02,000 - mmdet - INFO - Epoch [36][3500/3517][Batch size: 50]	lr: 9.311e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2713, loss_bbox: 0.4002, d0.loss_cls: 0.4340, d0.loss_bbox: 0.5652 d1.loss_cls: 0.3429, d1.loss_bbox: 0.3381 d2.loss_cls: 0.4512, d2.loss_bbox: 0.4124 d3.loss_cls: 0.4206, d3.loss_bbox: 0.3326 d4.loss_cls: 0.4241, d4.loss_bbox: 0.3166, loss: 4.9042, grad_norm: 58.9382
2024-03-24 20:30:06,865 - my_logger - INFO - 2024-03-28 09:43:02,000 - mmdet - INFO - Epoch [37][0/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4440, loss_bbox: 0.4909, d0.loss_cls: 0.4602, d0.loss_bbox: 0.3953 d1.loss_cls: 0.5345, d1.loss_bbox: 0.4177 d2.loss_cls: 0.4366, d2.loss_bbox: 0.4014 d3.loss_cls: 0.3926, d3.loss_bbox: 0.4216 d4.loss_cls: 0.4451, d4.loss_bbox: 0.5127, loss: 4.1695, grad_norm: 50.8750
2024-03-24 20:30:06,865 - my_logger - INFO - 2024-03-28 09:45:02,000 - mmdet - INFO - Epoch [37][50/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4960, loss_bbox: 0.3436, d0.loss_cls: 0.3040, d0.loss_bbox: 0.4621 d1.loss_cls: 0.5925, d1.loss_bbox: 0.5776 d2.loss_cls: 0.4047, d2.loss_bbox: 0.5609 d3.loss_cls: 0.3251, d3.loss_bbox: 0.4244 d4.loss_cls: 0.3701, d4.loss_bbox: 0.3441, loss: 4.7612, grad_norm: 58.3851
2024-03-24 20:30:06,866 - my_logger - INFO - 2024-03-28 09:47:02,000 - mmdet - INFO - Epoch [37][100/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3046, loss_bbox: 0.3506, d0.loss_cls: 0.3161, d0.loss_bbox: 0.4237 d1.loss_cls: 0.5719, d1.loss_bbox: 0.5710 d2.loss_cls: 0.3538, d2.loss_bbox: 0.4076 d3.loss_cls: 0.4412, d3.loss_bbox: 0.4992 d4.loss_cls: 0.3611, d4.loss_bbox: 0.5506, loss: 4.5355, grad_norm: 51.6197
2024-03-24 20:30:06,866 - my_logger - INFO - 2024-03-28 09:49:02,000 - mmdet - INFO - Epoch [37][150/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2828, loss_bbox: 0.5287, d0.loss_cls: 0.3883, d0.loss_bbox: 0.4516 d1.loss_cls: 0.5478, d1.loss_bbox: 0.5729 d2.loss_cls: 0.4575, d2.loss_bbox: 0.5041 d3.loss_cls: 0.4541, d3.loss_bbox: 0.5116 d4.loss_cls: 0.4374, d4.loss_bbox: 0.3773, loss: 3.8378, grad_norm: 52.1128
2024-03-24 20:30:06,866 - my_logger - INFO - 2024-03-28 09:51:02,000 - mmdet - INFO - Epoch [37][200/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5419, loss_bbox: 0.4984, d0.loss_cls: 0.4363, d0.loss_bbox: 0.5549 d1.loss_cls: 0.3392, d1.loss_bbox: 0.3213 d2.loss_cls: 0.5535, d2.loss_bbox: 0.3936 d3.loss_cls: 0.4009, d3.loss_bbox: 0.5880 d4.loss_cls: 0.3249, d4.loss_bbox: 0.5433, loss: 4.6332, grad_norm: 54.4945
2024-03-24 20:30:06,867 - my_logger - INFO - 2024-03-28 09:53:02,000 - mmdet - INFO - Epoch [37][250/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3541, loss_bbox: 0.3624, d0.loss_cls: 0.3352, d0.loss_bbox: 0.4147 d1.loss_cls: 0.4308, d1.loss_bbox: 0.5035 d2.loss_cls: 0.5509, d2.loss_bbox: 0.4766 d3.loss_cls: 0.5540, d3.loss_bbox: 0.3998 d4.loss_cls: 0.3185, d4.loss_bbox: 0.4849, loss: 4.8422, grad_norm: 52.9997
2024-03-24 20:30:06,867 - my_logger - INFO - 2024-03-28 09:55:02,000 - mmdet - INFO - Epoch [37][300/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3770, loss_bbox: 0.3398, d0.loss_cls: 0.5149, d0.loss_bbox: 0.5844 d1.loss_cls: 0.5840, d1.loss_bbox: 0.3588 d2.loss_cls: 0.4372, d2.loss_bbox: 0.4009 d3.loss_cls: 0.3702, d3.loss_bbox: 0.5531 d4.loss_cls: 0.4173, d4.loss_bbox: 0.5477, loss: 4.2389, grad_norm: 57.1428
2024-03-24 20:30:06,868 - my_logger - INFO - 2024-03-28 09:57:02,000 - mmdet - INFO - Epoch [37][350/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4367, loss_bbox: 0.4179, d0.loss_cls: 0.4518, d0.loss_bbox: 0.3086 d1.loss_cls: 0.5138, d1.loss_bbox: 0.3639 d2.loss_cls: 0.4375, d2.loss_bbox: 0.5714 d3.loss_cls: 0.4640, d3.loss_bbox: 0.5439 d4.loss_cls: 0.5828, d4.loss_bbox: 0.5996, loss: 3.9236, grad_norm: 53.0264
2024-03-24 20:30:06,868 - my_logger - INFO - 2024-03-28 09:59:02,000 - mmdet - INFO - Epoch [37][400/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4144, loss_bbox: 0.5797, d0.loss_cls: 0.4971, d0.loss_bbox: 0.5736 d1.loss_cls: 0.5777, d1.loss_bbox: 0.5412 d2.loss_cls: 0.3432, d2.loss_bbox: 0.3887 d3.loss_cls: 0.4528, d3.loss_bbox: 0.3742 d4.loss_cls: 0.4756, d4.loss_bbox: 0.4605, loss: 3.9739, grad_norm: 50.4688
2024-03-24 20:30:06,868 - my_logger - INFO - 2024-03-28 10:01:02,000 - mmdet - INFO - Epoch [37][450/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5158, loss_bbox: 0.3000, d0.loss_cls: 0.3031, d0.loss_bbox: 0.3852 d1.loss_cls: 0.4717, d1.loss_bbox: 0.4796 d2.loss_cls: 0.3843, d2.loss_bbox: 0.3854 d3.loss_cls: 0.4204, d3.loss_bbox: 0.3733 d4.loss_cls: 0.4366, d4.loss_bbox: 0.3413, loss: 4.3509, grad_norm: 52.0291
2024-03-24 20:30:06,870 - my_logger - INFO - 2024-03-28 10:03:02,000 - mmdet - INFO - Epoch [37][500/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5602, loss_bbox: 0.3238, d0.loss_cls: 0.4036, d0.loss_bbox: 0.5209 d1.loss_cls: 0.5773, d1.loss_bbox: 0.4896 d2.loss_cls: 0.3546, d2.loss_bbox: 0.5529 d3.loss_cls: 0.4422, d3.loss_bbox: 0.4124 d4.loss_cls: 0.3715, d4.loss_bbox: 0.5185, loss: 3.8813, grad_norm: 57.1221
2024-03-24 20:30:06,870 - my_logger - INFO - 2024-03-28 10:05:02,000 - mmdet - INFO - Epoch [37][550/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2803, loss_bbox: 0.3841, d0.loss_cls: 0.4895, d0.loss_bbox: 0.4008 d1.loss_cls: 0.3714, d1.loss_bbox: 0.4629 d2.loss_cls: 0.5243, d2.loss_bbox: 0.5653 d3.loss_cls: 0.4498, d3.loss_bbox: 0.5287 d4.loss_cls: 0.3364, d4.loss_bbox: 0.4888, loss: 3.9774, grad_norm: 54.8190
2024-03-24 20:30:06,870 - my_logger - INFO - 2024-03-28 10:07:02,000 - mmdet - INFO - Epoch [37][600/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4077, loss_bbox: 0.5618, d0.loss_cls: 0.5798, d0.loss_bbox: 0.3920 d1.loss_cls: 0.3030, d1.loss_bbox: 0.5561 d2.loss_cls: 0.5097, d2.loss_bbox: 0.5586 d3.loss_cls: 0.4569, d3.loss_bbox: 0.4432 d4.loss_cls: 0.4259, d4.loss_bbox: 0.3995, loss: 3.5991, grad_norm: 57.2442
2024-03-24 20:30:06,871 - my_logger - INFO - 2024-03-28 10:09:02,000 - mmdet - INFO - Epoch [37][650/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4871, loss_bbox: 0.5933, d0.loss_cls: 0.4913, d0.loss_bbox: 0.5418 d1.loss_cls: 0.3712, d1.loss_bbox: 0.4214 d2.loss_cls: 0.4408, d2.loss_bbox: 0.4777 d3.loss_cls: 0.3834, d3.loss_bbox: 0.3047 d4.loss_cls: 0.5300, d4.loss_bbox: 0.4903, loss: 4.2770, grad_norm: 58.4956
2024-03-24 20:30:06,871 - my_logger - INFO - 2024-03-28 10:11:02,000 - mmdet - INFO - Epoch [37][700/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4159, loss_bbox: 0.3092, d0.loss_cls: 0.3818, d0.loss_bbox: 0.5635 d1.loss_cls: 0.5203, d1.loss_bbox: 0.3663 d2.loss_cls: 0.5079, d2.loss_bbox: 0.4010 d3.loss_cls: 0.3570, d3.loss_bbox: 0.3536 d4.loss_cls: 0.3199, d4.loss_bbox: 0.3843, loss: 4.3806, grad_norm: 51.4609
2024-03-24 20:30:06,871 - my_logger - INFO - 2024-03-28 10:13:02,000 - mmdet - INFO - Epoch [37][750/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4880, loss_bbox: 0.3430, d0.loss_cls: 0.5359, d0.loss_bbox: 0.5571 d1.loss_cls: 0.3656, d1.loss_bbox: 0.5994 d2.loss_cls: 0.3332, d2.loss_bbox: 0.5771 d3.loss_cls: 0.3511, d3.loss_bbox: 0.3197 d4.loss_cls: 0.3723, d4.loss_bbox: 0.5951, loss: 4.6560, grad_norm: 53.4789
2024-03-24 20:30:06,872 - my_logger - INFO - 2024-03-28 10:15:02,000 - mmdet - INFO - Epoch [37][800/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4498, loss_bbox: 0.3200, d0.loss_cls: 0.3270, d0.loss_bbox: 0.5340 d1.loss_cls: 0.5765, d1.loss_bbox: 0.4693 d2.loss_cls: 0.4481, d2.loss_bbox: 0.3381 d3.loss_cls: 0.4852, d3.loss_bbox: 0.5088 d4.loss_cls: 0.5470, d4.loss_bbox: 0.4811, loss: 4.0010, grad_norm: 56.4150
2024-03-24 20:30:06,872 - my_logger - INFO - 2024-03-28 10:17:02,000 - mmdet - INFO - Epoch [37][850/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3122, loss_bbox: 0.3034, d0.loss_cls: 0.5958, d0.loss_bbox: 0.4730 d1.loss_cls: 0.4529, d1.loss_bbox: 0.3936 d2.loss_cls: 0.4057, d2.loss_bbox: 0.4907 d3.loss_cls: 0.4260, d3.loss_bbox: 0.4515 d4.loss_cls: 0.4322, d4.loss_bbox: 0.5283, loss: 3.9227, grad_norm: 54.9865
2024-03-24 20:30:06,872 - my_logger - INFO - 2024-03-28 10:19:02,000 - mmdet - INFO - Epoch [37][900/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4780, loss_bbox: 0.4755, d0.loss_cls: 0.5947, d0.loss_bbox: 0.5836 d1.loss_cls: 0.4840, d1.loss_bbox: 0.3537 d2.loss_cls: 0.5600, d2.loss_bbox: 0.3373 d3.loss_cls: 0.3856, d3.loss_bbox: 0.4416 d4.loss_cls: 0.4000, d4.loss_bbox: 0.3396, loss: 4.4555, grad_norm: 54.4428
2024-03-24 20:30:06,873 - my_logger - INFO - 2024-03-28 10:21:02,000 - mmdet - INFO - Epoch [37][950/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3754, loss_bbox: 0.3925, d0.loss_cls: 0.3095, d0.loss_bbox: 0.3440 d1.loss_cls: 0.4338, d1.loss_bbox: 0.3989 d2.loss_cls: 0.3707, d2.loss_bbox: 0.5766 d3.loss_cls: 0.3076, d3.loss_bbox: 0.5740 d4.loss_cls: 0.3803, d4.loss_bbox: 0.4082, loss: 4.9148, grad_norm: 56.3343
2024-03-24 20:30:06,873 - my_logger - INFO - 2024-03-28 10:23:02,000 - mmdet - INFO - Epoch [37][1000/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2766, loss_bbox: 0.4731, d0.loss_cls: 0.4489, d0.loss_bbox: 0.3261 d1.loss_cls: 0.5889, d1.loss_bbox: 0.3085 d2.loss_cls: 0.5614, d2.loss_bbox: 0.4697 d3.loss_cls: 0.3265, d3.loss_bbox: 0.4921 d4.loss_cls: 0.4734, d4.loss_bbox: 0.5983, loss: 4.2456, grad_norm: 53.9192
2024-03-24 20:30:06,874 - my_logger - INFO - 2024-03-28 10:25:02,000 - mmdet - INFO - Epoch [37][1050/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3116, loss_bbox: 0.5128, d0.loss_cls: 0.3501, d0.loss_bbox: 0.4081 d1.loss_cls: 0.3063, d1.loss_bbox: 0.4308 d2.loss_cls: 0.5707, d2.loss_bbox: 0.5109 d3.loss_cls: 0.5670, d3.loss_bbox: 0.3051 d4.loss_cls: 0.3966, d4.loss_bbox: 0.4739, loss: 4.0017, grad_norm: 50.0336
2024-03-24 20:30:06,874 - my_logger - INFO - 2024-03-28 10:27:02,000 - mmdet - INFO - Epoch [37][1100/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3078, loss_bbox: 0.3797, d0.loss_cls: 0.3193, d0.loss_bbox: 0.3258 d1.loss_cls: 0.4125, d1.loss_bbox: 0.4925 d2.loss_cls: 0.3139, d2.loss_bbox: 0.3162 d3.loss_cls: 0.5242, d3.loss_bbox: 0.5566 d4.loss_cls: 0.3384, d4.loss_bbox: 0.5241, loss: 3.8832, grad_norm: 52.0258
2024-03-24 20:30:06,874 - my_logger - INFO - 2024-03-28 10:29:02,000 - mmdet - INFO - Epoch [37][1150/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4514, loss_bbox: 0.4226, d0.loss_cls: 0.5149, d0.loss_bbox: 0.4443 d1.loss_cls: 0.3870, d1.loss_bbox: 0.4868 d2.loss_cls: 0.5833, d2.loss_bbox: 0.4897 d3.loss_cls: 0.5436, d3.loss_bbox: 0.3510 d4.loss_cls: 0.4037, d4.loss_bbox: 0.5075, loss: 3.7261, grad_norm: 56.3337
2024-03-24 20:30:06,875 - my_logger - INFO - 2024-03-28 10:31:02,000 - mmdet - INFO - Epoch [37][1200/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5185, loss_bbox: 0.5664, d0.loss_cls: 0.3468, d0.loss_bbox: 0.3393 d1.loss_cls: 0.4292, d1.loss_bbox: 0.4800 d2.loss_cls: 0.3731, d2.loss_bbox: 0.4249 d3.loss_cls: 0.5379, d3.loss_bbox: 0.3853 d4.loss_cls: 0.5704, d4.loss_bbox: 0.4191, loss: 4.9788, grad_norm: 57.6260
2024-03-24 20:30:06,875 - my_logger - INFO - 2024-03-28 10:33:02,000 - mmdet - INFO - Epoch [37][1250/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4308, loss_bbox: 0.5900, d0.loss_cls: 0.4624, d0.loss_bbox: 0.4665 d1.loss_cls: 0.3325, d1.loss_bbox: 0.3739 d2.loss_cls: 0.5004, d2.loss_bbox: 0.3972 d3.loss_cls: 0.3632, d3.loss_bbox: 0.5125 d4.loss_cls: 0.4433, d4.loss_bbox: 0.5035, loss: 4.3122, grad_norm: 54.0182
2024-03-24 20:30:06,875 - my_logger - INFO - 2024-03-28 10:35:02,000 - mmdet - INFO - Epoch [37][1300/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5802, loss_bbox: 0.4942, d0.loss_cls: 0.3718, d0.loss_bbox: 0.5797 d1.loss_cls: 0.4456, d1.loss_bbox: 0.4622 d2.loss_cls: 0.5448, d2.loss_bbox: 0.4609 d3.loss_cls: 0.3111, d3.loss_bbox: 0.5849 d4.loss_cls: 0.3213, d4.loss_bbox: 0.4204, loss: 4.0250, grad_norm: 51.0985
2024-03-24 20:30:06,876 - my_logger - INFO - 2024-03-28 10:37:02,000 - mmdet - INFO - Epoch [37][1350/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5646, loss_bbox: 0.3736, d0.loss_cls: 0.3825, d0.loss_bbox: 0.4995 d1.loss_cls: 0.4295, d1.loss_bbox: 0.3956 d2.loss_cls: 0.4894, d2.loss_bbox: 0.3126 d3.loss_cls: 0.3650, d3.loss_bbox: 0.4760 d4.loss_cls: 0.3523, d4.loss_bbox: 0.3762, loss: 3.6447, grad_norm: 51.8208
2024-03-24 20:30:06,876 - my_logger - INFO - 2024-03-28 10:39:02,000 - mmdet - INFO - Epoch [37][1400/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5962, loss_bbox: 0.3836, d0.loss_cls: 0.4218, d0.loss_bbox: 0.3577 d1.loss_cls: 0.4523, d1.loss_bbox: 0.3580 d2.loss_cls: 0.3022, d2.loss_bbox: 0.5314 d3.loss_cls: 0.3119, d3.loss_bbox: 0.5771 d4.loss_cls: 0.4996, d4.loss_bbox: 0.5124, loss: 3.8902, grad_norm: 55.1330
2024-03-24 20:30:06,877 - my_logger - INFO - 2024-03-28 10:41:02,000 - mmdet - INFO - Epoch [37][1450/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5516, loss_bbox: 0.4333, d0.loss_cls: 0.5326, d0.loss_bbox: 0.5364 d1.loss_cls: 0.3599, d1.loss_bbox: 0.4909 d2.loss_cls: 0.3684, d2.loss_bbox: 0.5965 d3.loss_cls: 0.3081, d3.loss_bbox: 0.3407 d4.loss_cls: 0.5715, d4.loss_bbox: 0.5710, loss: 4.2438, grad_norm: 59.3657
2024-03-24 20:30:06,877 - my_logger - INFO - 2024-03-28 10:43:02,000 - mmdet - INFO - Epoch [37][1500/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3494, loss_bbox: 0.4411, d0.loss_cls: 0.4320, d0.loss_bbox: 0.3739 d1.loss_cls: 0.5151, d1.loss_bbox: 0.3421 d2.loss_cls: 0.4079, d2.loss_bbox: 0.4083 d3.loss_cls: 0.5192, d3.loss_bbox: 0.5580 d4.loss_cls: 0.4765, d4.loss_bbox: 0.5027, loss: 3.5667, grad_norm: 53.1958
2024-03-24 20:30:06,877 - my_logger - INFO - 2024-03-28 10:45:02,000 - mmdet - INFO - Epoch [37][1550/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3863, loss_bbox: 0.3478, d0.loss_cls: 0.4238, d0.loss_bbox: 0.3483 d1.loss_cls: 0.5272, d1.loss_bbox: 0.3239 d2.loss_cls: 0.5846, d2.loss_bbox: 0.4559 d3.loss_cls: 0.5467, d3.loss_bbox: 0.4853 d4.loss_cls: 0.3696, d4.loss_bbox: 0.4320, loss: 3.7364, grad_norm: 54.6149
2024-03-24 20:30:06,878 - my_logger - INFO - 2024-03-28 10:47:02,000 - mmdet - INFO - Epoch [37][1600/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4711, loss_bbox: 0.3832, d0.loss_cls: 0.3545, d0.loss_bbox: 0.5352 d1.loss_cls: 0.5440, d1.loss_bbox: 0.4398 d2.loss_cls: 0.5300, d2.loss_bbox: 0.3539 d3.loss_cls: 0.4998, d3.loss_bbox: 0.4424 d4.loss_cls: 0.5377, d4.loss_bbox: 0.3197, loss: 4.5488, grad_norm: 57.0211
2024-03-24 20:30:06,878 - my_logger - INFO - 2024-03-28 10:49:02,000 - mmdet - INFO - Epoch [37][1650/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4780, loss_bbox: 0.3868, d0.loss_cls: 0.3045, d0.loss_bbox: 0.3635 d1.loss_cls: 0.4840, d1.loss_bbox: 0.5594 d2.loss_cls: 0.4574, d2.loss_bbox: 0.3907 d3.loss_cls: 0.4628, d3.loss_bbox: 0.5060 d4.loss_cls: 0.5709, d4.loss_bbox: 0.5807, loss: 4.1905, grad_norm: 55.7875
2024-03-24 20:30:06,879 - my_logger - INFO - 2024-03-28 10:51:02,000 - mmdet - INFO - Epoch [37][1700/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5398, loss_bbox: 0.4617, d0.loss_cls: 0.4816, d0.loss_bbox: 0.4975 d1.loss_cls: 0.3285, d1.loss_bbox: 0.3470 d2.loss_cls: 0.4892, d2.loss_bbox: 0.3332 d3.loss_cls: 0.3335, d3.loss_bbox: 0.5076 d4.loss_cls: 0.5842, d4.loss_bbox: 0.4323, loss: 4.7549, grad_norm: 52.1744
2024-03-24 20:30:06,879 - my_logger - INFO - 2024-03-28 10:53:02,000 - mmdet - INFO - Epoch [37][1750/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4179, loss_bbox: 0.4984, d0.loss_cls: 0.4973, d0.loss_bbox: 0.3738 d1.loss_cls: 0.4680, d1.loss_bbox: 0.3993 d2.loss_cls: 0.5943, d2.loss_bbox: 0.5401 d3.loss_cls: 0.3419, d3.loss_bbox: 0.5768 d4.loss_cls: 0.4637, d4.loss_bbox: 0.4123, loss: 3.7661, grad_norm: 56.4763
2024-03-24 20:30:06,879 - my_logger - INFO - 2024-03-28 10:55:02,000 - mmdet - INFO - Epoch [37][1800/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5633, loss_bbox: 0.4296, d0.loss_cls: 0.4334, d0.loss_bbox: 0.3623 d1.loss_cls: 0.4780, d1.loss_bbox: 0.3054 d2.loss_cls: 0.5142, d2.loss_bbox: 0.4232 d3.loss_cls: 0.4541, d3.loss_bbox: 0.5360 d4.loss_cls: 0.3846, d4.loss_bbox: 0.4088, loss: 3.5738, grad_norm: 53.0701
2024-03-24 20:30:06,880 - my_logger - INFO - 2024-03-28 10:57:02,000 - mmdet - INFO - Epoch [37][1850/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2574, loss_bbox: 0.3834, d0.loss_cls: 0.4024, d0.loss_bbox: 0.4067 d1.loss_cls: 0.3486, d1.loss_bbox: 0.5094 d2.loss_cls: 0.4946, d2.loss_bbox: 0.5438 d3.loss_cls: 0.5870, d3.loss_bbox: 0.5943 d4.loss_cls: 0.4761, d4.loss_bbox: 0.3146, loss: 4.0172, grad_norm: 52.9939
2024-03-24 20:30:06,880 - my_logger - INFO - 2024-03-28 10:59:02,000 - mmdet - INFO - Epoch [37][1900/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3119, loss_bbox: 0.5515, d0.loss_cls: 0.3650, d0.loss_bbox: 0.4813 d1.loss_cls: 0.4034, d1.loss_bbox: 0.4412 d2.loss_cls: 0.5723, d2.loss_bbox: 0.5999 d3.loss_cls: 0.4383, d3.loss_bbox: 0.3276 d4.loss_cls: 0.4322, d4.loss_bbox: 0.3416, loss: 4.4307, grad_norm: 56.6648
2024-03-24 20:30:06,880 - my_logger - INFO - 2024-03-28 11:01:02,000 - mmdet - INFO - Epoch [37][1950/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4407, loss_bbox: 0.5685, d0.loss_cls: 0.5179, d0.loss_bbox: 0.3476 d1.loss_cls: 0.3934, d1.loss_bbox: 0.3590 d2.loss_cls: 0.5419, d2.loss_bbox: 0.3908 d3.loss_cls: 0.3080, d3.loss_bbox: 0.4007 d4.loss_cls: 0.5786, d4.loss_bbox: 0.4009, loss: 4.3578, grad_norm: 55.6786
2024-03-24 20:30:06,881 - my_logger - INFO - 2024-03-28 11:03:02,000 - mmdet - INFO - Epoch [37][2000/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5163, loss_bbox: 0.3267, d0.loss_cls: 0.3712, d0.loss_bbox: 0.3427 d1.loss_cls: 0.4418, d1.loss_bbox: 0.5739 d2.loss_cls: 0.4568, d2.loss_bbox: 0.3614 d3.loss_cls: 0.5965, d3.loss_bbox: 0.4215 d4.loss_cls: 0.3500, d4.loss_bbox: 0.3783, loss: 4.9805, grad_norm: 58.2335
2024-03-24 20:30:06,881 - my_logger - INFO - 2024-03-28 11:05:02,000 - mmdet - INFO - Epoch [37][2050/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4900, loss_bbox: 0.3851, d0.loss_cls: 0.4386, d0.loss_bbox: 0.5672 d1.loss_cls: 0.3797, d1.loss_bbox: 0.4651 d2.loss_cls: 0.5467, d2.loss_bbox: 0.5140 d3.loss_cls: 0.4550, d3.loss_bbox: 0.3249 d4.loss_cls: 0.5631, d4.loss_bbox: 0.3742, loss: 4.9746, grad_norm: 54.1043
2024-03-24 20:30:06,882 - my_logger - INFO - 2024-03-28 11:07:02,000 - mmdet - INFO - Epoch [37][2100/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4137, loss_bbox: 0.4203, d0.loss_cls: 0.3857, d0.loss_bbox: 0.4717 d1.loss_cls: 0.5049, d1.loss_bbox: 0.4487 d2.loss_cls: 0.4373, d2.loss_bbox: 0.4307 d3.loss_cls: 0.4828, d3.loss_bbox: 0.5709 d4.loss_cls: 0.3100, d4.loss_bbox: 0.3567, loss: 4.1394, grad_norm: 50.0344
2024-03-24 20:30:06,882 - my_logger - INFO - 2024-03-28 11:09:02,000 - mmdet - INFO - Epoch [37][2150/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3371, loss_bbox: 0.5845, d0.loss_cls: 0.4781, d0.loss_bbox: 0.5470 d1.loss_cls: 0.4213, d1.loss_bbox: 0.4994 d2.loss_cls: 0.3016, d2.loss_bbox: 0.4712 d3.loss_cls: 0.5855, d3.loss_bbox: 0.3186 d4.loss_cls: 0.3950, d4.loss_bbox: 0.4415, loss: 4.3968, grad_norm: 50.9386
2024-03-24 20:30:06,882 - my_logger - INFO - 2024-03-28 11:11:02,000 - mmdet - INFO - Epoch [37][2200/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3613, loss_bbox: 0.5788, d0.loss_cls: 0.3475, d0.loss_bbox: 0.3992 d1.loss_cls: 0.4328, d1.loss_bbox: 0.3099 d2.loss_cls: 0.3816, d2.loss_bbox: 0.4985 d3.loss_cls: 0.3040, d3.loss_bbox: 0.5993 d4.loss_cls: 0.5104, d4.loss_bbox: 0.3369, loss: 4.6846, grad_norm: 53.6185
2024-03-24 20:30:06,883 - my_logger - INFO - 2024-03-28 11:13:02,000 - mmdet - INFO - Epoch [37][2250/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5335, loss_bbox: 0.4190, d0.loss_cls: 0.3458, d0.loss_bbox: 0.3918 d1.loss_cls: 0.3030, d1.loss_bbox: 0.4604 d2.loss_cls: 0.4645, d2.loss_bbox: 0.4162 d3.loss_cls: 0.4739, d3.loss_bbox: 0.4924 d4.loss_cls: 0.4492, d4.loss_bbox: 0.5836, loss: 4.9078, grad_norm: 54.8513
2024-03-24 20:30:06,883 - my_logger - INFO - 2024-03-28 11:15:02,000 - mmdet - INFO - Epoch [37][2300/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3013, loss_bbox: 0.3919, d0.loss_cls: 0.3188, d0.loss_bbox: 0.4929 d1.loss_cls: 0.3561, d1.loss_bbox: 0.3753 d2.loss_cls: 0.5321, d2.loss_bbox: 0.4545 d3.loss_cls: 0.4994, d3.loss_bbox: 0.3061 d4.loss_cls: 0.5565, d4.loss_bbox: 0.3941, loss: 4.9445, grad_norm: 57.7621
2024-03-24 20:30:06,883 - my_logger - INFO - 2024-03-28 11:17:02,000 - mmdet - INFO - Epoch [37][2350/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4193, loss_bbox: 0.3479, d0.loss_cls: 0.4958, d0.loss_bbox: 0.5727 d1.loss_cls: 0.5853, d1.loss_bbox: 0.5164 d2.loss_cls: 0.5496, d2.loss_bbox: 0.3214 d3.loss_cls: 0.3497, d3.loss_bbox: 0.3160 d4.loss_cls: 0.5105, d4.loss_bbox: 0.3555, loss: 3.5393, grad_norm: 59.8823
2024-03-24 20:30:06,884 - my_logger - INFO - 2024-03-28 11:19:02,000 - mmdet - INFO - Epoch [37][2400/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4489, loss_bbox: 0.3876, d0.loss_cls: 0.3470, d0.loss_bbox: 0.4158 d1.loss_cls: 0.5983, d1.loss_bbox: 0.3036 d2.loss_cls: 0.4345, d2.loss_bbox: 0.4467 d3.loss_cls: 0.4623, d3.loss_bbox: 0.4732 d4.loss_cls: 0.3970, d4.loss_bbox: 0.3376, loss: 4.9019, grad_norm: 53.4335
2024-03-24 20:30:06,884 - my_logger - INFO - 2024-03-28 11:21:02,000 - mmdet - INFO - Epoch [37][2450/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5696, loss_bbox: 0.5617, d0.loss_cls: 0.4501, d0.loss_bbox: 0.4351 d1.loss_cls: 0.5145, d1.loss_bbox: 0.4250 d2.loss_cls: 0.5926, d2.loss_bbox: 0.4521 d3.loss_cls: 0.3539, d3.loss_bbox: 0.5410 d4.loss_cls: 0.3444, d4.loss_bbox: 0.3529, loss: 3.5677, grad_norm: 50.3183
2024-03-24 20:30:06,884 - my_logger - INFO - 2024-03-28 11:23:02,000 - mmdet - INFO - Epoch [37][2500/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4899, loss_bbox: 0.4135, d0.loss_cls: 0.4656, d0.loss_bbox: 0.4529 d1.loss_cls: 0.3499, d1.loss_bbox: 0.5248 d2.loss_cls: 0.5105, d2.loss_bbox: 0.4208 d3.loss_cls: 0.4527, d3.loss_bbox: 0.5527 d4.loss_cls: 0.5919, d4.loss_bbox: 0.5136, loss: 4.2785, grad_norm: 52.3004
2024-03-24 20:30:06,885 - my_logger - INFO - 2024-03-28 11:25:02,000 - mmdet - INFO - Epoch [37][2550/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5452, loss_bbox: 0.4518, d0.loss_cls: 0.4477, d0.loss_bbox: 0.5949 d1.loss_cls: 0.5272, d1.loss_bbox: 0.3336 d2.loss_cls: 0.3432, d2.loss_bbox: 0.5793 d3.loss_cls: 0.3579, d3.loss_bbox: 0.4921 d4.loss_cls: 0.3770, d4.loss_bbox: 0.3904, loss: 3.8932, grad_norm: 54.0474
2024-03-24 20:30:06,885 - my_logger - INFO - 2024-03-28 11:27:02,000 - mmdet - INFO - Epoch [37][2600/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2974, loss_bbox: 0.4109, d0.loss_cls: 0.3103, d0.loss_bbox: 0.3429 d1.loss_cls: 0.3528, d1.loss_bbox: 0.5207 d2.loss_cls: 0.4673, d2.loss_bbox: 0.5979 d3.loss_cls: 0.3267, d3.loss_bbox: 0.4546 d4.loss_cls: 0.5593, d4.loss_bbox: 0.4172, loss: 4.3043, grad_norm: 59.8413
2024-03-24 20:30:06,886 - my_logger - INFO - 2024-03-28 11:29:02,000 - mmdet - INFO - Epoch [37][2650/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3241, loss_bbox: 0.4143, d0.loss_cls: 0.3105, d0.loss_bbox: 0.5845 d1.loss_cls: 0.5459, d1.loss_bbox: 0.5165 d2.loss_cls: 0.5460, d2.loss_bbox: 0.3096 d3.loss_cls: 0.4872, d3.loss_bbox: 0.4651 d4.loss_cls: 0.3467, d4.loss_bbox: 0.5142, loss: 4.8533, grad_norm: 52.6111
2024-03-24 20:30:06,892 - my_logger - INFO - 2024-03-28 11:31:02,000 - mmdet - INFO - Epoch [37][2700/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2653, loss_bbox: 0.5865, d0.loss_cls: 0.4592, d0.loss_bbox: 0.5599 d1.loss_cls: 0.5449, d1.loss_bbox: 0.3576 d2.loss_cls: 0.3842, d2.loss_bbox: 0.3267 d3.loss_cls: 0.4117, d3.loss_bbox: 0.4967 d4.loss_cls: 0.4372, d4.loss_bbox: 0.4974, loss: 4.7517, grad_norm: 53.0543
2024-03-24 20:30:06,892 - my_logger - INFO - 2024-03-28 11:33:02,000 - mmdet - INFO - Epoch [37][2750/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2828, loss_bbox: 0.4725, d0.loss_cls: 0.4734, d0.loss_bbox: 0.5553 d1.loss_cls: 0.4211, d1.loss_bbox: 0.3158 d2.loss_cls: 0.5362, d2.loss_bbox: 0.3844 d3.loss_cls: 0.5008, d3.loss_bbox: 0.3435 d4.loss_cls: 0.5112, d4.loss_bbox: 0.3893, loss: 4.7547, grad_norm: 51.6507
2024-03-24 20:30:06,893 - my_logger - INFO - 2024-03-28 11:35:02,000 - mmdet - INFO - Epoch [37][2800/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5513, loss_bbox: 0.4645, d0.loss_cls: 0.4821, d0.loss_bbox: 0.4342 d1.loss_cls: 0.4607, d1.loss_bbox: 0.4358 d2.loss_cls: 0.4222, d2.loss_bbox: 0.5523 d3.loss_cls: 0.3513, d3.loss_bbox: 0.3344 d4.loss_cls: 0.3276, d4.loss_bbox: 0.4026, loss: 4.2015, grad_norm: 50.3531
2024-03-24 20:30:06,893 - my_logger - INFO - 2024-03-28 11:37:02,000 - mmdet - INFO - Epoch [37][2850/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5891, loss_bbox: 0.3019, d0.loss_cls: 0.5793, d0.loss_bbox: 0.3243 d1.loss_cls: 0.3668, d1.loss_bbox: 0.3142 d2.loss_cls: 0.3660, d2.loss_bbox: 0.3928 d3.loss_cls: 0.3899, d3.loss_bbox: 0.3804 d4.loss_cls: 0.5608, d4.loss_bbox: 0.5408, loss: 4.7637, grad_norm: 58.8249
2024-03-24 20:30:06,893 - my_logger - INFO - 2024-03-28 11:39:02,000 - mmdet - INFO - Epoch [37][2900/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2580, loss_bbox: 0.3939, d0.loss_cls: 0.5794, d0.loss_bbox: 0.4657 d1.loss_cls: 0.5449, d1.loss_bbox: 0.5529 d2.loss_cls: 0.3814, d2.loss_bbox: 0.3330 d3.loss_cls: 0.5479, d3.loss_bbox: 0.3044 d4.loss_cls: 0.5465, d4.loss_bbox: 0.5982, loss: 3.9860, grad_norm: 58.0385
2024-03-24 20:30:06,894 - my_logger - INFO - 2024-03-28 11:41:02,000 - mmdet - INFO - Epoch [37][2950/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5843, loss_bbox: 0.4892, d0.loss_cls: 0.3105, d0.loss_bbox: 0.3851 d1.loss_cls: 0.3638, d1.loss_bbox: 0.5054 d2.loss_cls: 0.4974, d2.loss_bbox: 0.3039 d3.loss_cls: 0.5295, d3.loss_bbox: 0.4010 d4.loss_cls: 0.5763, d4.loss_bbox: 0.4244, loss: 4.0380, grad_norm: 53.5380
2024-03-24 20:30:06,894 - my_logger - INFO - 2024-03-28 11:43:02,000 - mmdet - INFO - Epoch [37][3000/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3831, loss_bbox: 0.5559, d0.loss_cls: 0.4430, d0.loss_bbox: 0.4865 d1.loss_cls: 0.4911, d1.loss_bbox: 0.3927 d2.loss_cls: 0.5313, d2.loss_bbox: 0.4560 d3.loss_cls: 0.4426, d3.loss_bbox: 0.4536 d4.loss_cls: 0.5928, d4.loss_bbox: 0.5976, loss: 3.6869, grad_norm: 55.8479
2024-03-24 20:30:06,895 - my_logger - INFO - 2024-03-28 11:45:02,000 - mmdet - INFO - Epoch [37][3050/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3438, loss_bbox: 0.5186, d0.loss_cls: 0.3551, d0.loss_bbox: 0.5322 d1.loss_cls: 0.3226, d1.loss_bbox: 0.4203 d2.loss_cls: 0.3158, d2.loss_bbox: 0.3499 d3.loss_cls: 0.4572, d3.loss_bbox: 0.3359 d4.loss_cls: 0.4101, d4.loss_bbox: 0.5566, loss: 4.9472, grad_norm: 57.7473
2024-03-24 20:30:06,895 - my_logger - INFO - 2024-03-28 11:47:02,000 - mmdet - INFO - Epoch [37][3100/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4128, loss_bbox: 0.5303, d0.loss_cls: 0.4708, d0.loss_bbox: 0.5095 d1.loss_cls: 0.4933, d1.loss_bbox: 0.5720 d2.loss_cls: 0.5943, d2.loss_bbox: 0.3893 d3.loss_cls: 0.4394, d3.loss_bbox: 0.3989 d4.loss_cls: 0.4895, d4.loss_bbox: 0.3501, loss: 4.7839, grad_norm: 52.3931
2024-03-24 20:30:06,896 - my_logger - INFO - 2024-03-28 11:49:02,000 - mmdet - INFO - Epoch [37][3150/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4142, loss_bbox: 0.3753, d0.loss_cls: 0.3844, d0.loss_bbox: 0.5621 d1.loss_cls: 0.4293, d1.loss_bbox: 0.5304 d2.loss_cls: 0.3472, d2.loss_bbox: 0.6000 d3.loss_cls: 0.3064, d3.loss_bbox: 0.5462 d4.loss_cls: 0.4072, d4.loss_bbox: 0.5208, loss: 3.6508, grad_norm: 57.4099
2024-03-24 20:30:06,896 - my_logger - INFO - 2024-03-28 11:51:02,000 - mmdet - INFO - Epoch [37][3200/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4405, loss_bbox: 0.4796, d0.loss_cls: 0.4456, d0.loss_bbox: 0.5617 d1.loss_cls: 0.5878, d1.loss_bbox: 0.4325 d2.loss_cls: 0.4147, d2.loss_bbox: 0.3536 d3.loss_cls: 0.3889, d3.loss_bbox: 0.3568 d4.loss_cls: 0.5566, d4.loss_bbox: 0.5894, loss: 4.6786, grad_norm: 52.6898
2024-03-24 20:30:06,897 - my_logger - INFO - 2024-03-28 11:53:02,000 - mmdet - INFO - Epoch [37][3250/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5752, loss_bbox: 0.5150, d0.loss_cls: 0.5410, d0.loss_bbox: 0.5937 d1.loss_cls: 0.3463, d1.loss_bbox: 0.4790 d2.loss_cls: 0.4754, d2.loss_bbox: 0.3896 d3.loss_cls: 0.3159, d3.loss_bbox: 0.4583 d4.loss_cls: 0.4841, d4.loss_bbox: 0.3251, loss: 4.1020, grad_norm: 54.1454
2024-03-24 20:30:06,897 - my_logger - INFO - 2024-03-28 11:55:02,000 - mmdet - INFO - Epoch [37][3300/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5512, loss_bbox: 0.4622, d0.loss_cls: 0.5266, d0.loss_bbox: 0.4341 d1.loss_cls: 0.4742, d1.loss_bbox: 0.5024 d2.loss_cls: 0.4394, d2.loss_bbox: 0.5252 d3.loss_cls: 0.3590, d3.loss_bbox: 0.3675 d4.loss_cls: 0.3222, d4.loss_bbox: 0.3505, loss: 4.1813, grad_norm: 58.9230
2024-03-24 20:30:06,898 - my_logger - INFO - 2024-03-28 11:57:02,000 - mmdet - INFO - Epoch [37][3350/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5600, loss_bbox: 0.4486, d0.loss_cls: 0.3894, d0.loss_bbox: 0.4665 d1.loss_cls: 0.4369, d1.loss_bbox: 0.5015 d2.loss_cls: 0.4119, d2.loss_bbox: 0.5075 d3.loss_cls: 0.4890, d3.loss_bbox: 0.5688 d4.loss_cls: 0.5536, d4.loss_bbox: 0.5947, loss: 4.0048, grad_norm: 59.5990
2024-03-24 20:30:06,900 - my_logger - INFO - 2024-03-28 11:59:02,000 - mmdet - INFO - Epoch [37][3400/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3358, loss_bbox: 0.5742, d0.loss_cls: 0.5704, d0.loss_bbox: 0.5184 d1.loss_cls: 0.3134, d1.loss_bbox: 0.4430 d2.loss_cls: 0.3251, d2.loss_bbox: 0.5549 d3.loss_cls: 0.3882, d3.loss_bbox: 0.4612 d4.loss_cls: 0.3258, d4.loss_bbox: 0.3133, loss: 4.2829, grad_norm: 55.9247
2024-03-24 20:30:06,900 - my_logger - INFO - 2024-03-28 12:01:02,000 - mmdet - INFO - Epoch [37][3450/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5530, loss_bbox: 0.5082, d0.loss_cls: 0.3095, d0.loss_bbox: 0.4227 d1.loss_cls: 0.5325, d1.loss_bbox: 0.5025 d2.loss_cls: 0.3593, d2.loss_bbox: 0.3737 d3.loss_cls: 0.5943, d3.loss_bbox: 0.5771 d4.loss_cls: 0.3680, d4.loss_bbox: 0.4213, loss: 4.9440, grad_norm: 55.8590
2024-03-24 20:30:06,901 - my_logger - INFO - 2024-03-28 12:03:02,000 - mmdet - INFO - Epoch [37][3500/3517][Batch size: 50]	lr: 8.845e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5504, loss_bbox: 0.4441, d0.loss_cls: 0.4026, d0.loss_bbox: 0.5365 d1.loss_cls: 0.5903, d1.loss_bbox: 0.4403 d2.loss_cls: 0.4753, d2.loss_bbox: 0.5795 d3.loss_cls: 0.3800, d3.loss_bbox: 0.5098 d4.loss_cls: 0.5993, d4.loss_bbox: 0.5816, loss: 3.6095, grad_norm: 53.4426
2024-03-24 20:30:06,901 - my_logger - INFO - 2024-03-28 12:05:02,000 - mmdet - INFO - Epoch [38][0/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4210, loss_bbox: 0.5288, d0.loss_cls: 0.5617, d0.loss_bbox: 0.3939 d1.loss_cls: 0.4533, d1.loss_bbox: 0.5536 d2.loss_cls: 0.5438, d2.loss_bbox: 0.5116 d3.loss_cls: 0.4833, d3.loss_bbox: 0.3509 d4.loss_cls: 0.4807, d4.loss_bbox: 0.4910, loss: 4.4347, grad_norm: 53.2762
2024-03-24 20:30:06,901 - my_logger - INFO - 2024-03-28 12:07:02,000 - mmdet - INFO - Epoch [38][50/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4869, loss_bbox: 0.3919, d0.loss_cls: 0.5342, d0.loss_bbox: 0.5161 d1.loss_cls: 0.4348, d1.loss_bbox: 0.3320 d2.loss_cls: 0.3645, d2.loss_bbox: 0.3179 d3.loss_cls: 0.4786, d3.loss_bbox: 0.5369 d4.loss_cls: 0.5223, d4.loss_bbox: 0.5979, loss: 4.3595, grad_norm: 58.5557
2024-03-24 20:30:06,902 - my_logger - INFO - 2024-03-28 12:09:02,000 - mmdet - INFO - Epoch [38][100/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4757, loss_bbox: 0.5208, d0.loss_cls: 0.4997, d0.loss_bbox: 0.5791 d1.loss_cls: 0.5807, d1.loss_bbox: 0.3462 d2.loss_cls: 0.3757, d2.loss_bbox: 0.5073 d3.loss_cls: 0.3378, d3.loss_bbox: 0.3785 d4.loss_cls: 0.4406, d4.loss_bbox: 0.4322, loss: 4.5570, grad_norm: 53.5016
2024-03-24 20:30:06,908 - my_logger - INFO - 2024-03-28 12:11:02,000 - mmdet - INFO - Epoch [38][150/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3034, loss_bbox: 0.5736, d0.loss_cls: 0.4118, d0.loss_bbox: 0.5698 d1.loss_cls: 0.4367, d1.loss_bbox: 0.5173 d2.loss_cls: 0.5373, d2.loss_bbox: 0.3704 d3.loss_cls: 0.3636, d3.loss_bbox: 0.3277 d4.loss_cls: 0.5290, d4.loss_bbox: 0.4136, loss: 4.1484, grad_norm: 56.4648
2024-03-24 20:30:06,909 - my_logger - INFO - 2024-03-28 12:13:02,000 - mmdet - INFO - Epoch [38][200/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3761, loss_bbox: 0.5098, d0.loss_cls: 0.4875, d0.loss_bbox: 0.5964 d1.loss_cls: 0.3926, d1.loss_bbox: 0.5747 d2.loss_cls: 0.4553, d2.loss_bbox: 0.3156 d3.loss_cls: 0.4464, d3.loss_bbox: 0.5687 d4.loss_cls: 0.3941, d4.loss_bbox: 0.3482, loss: 4.9363, grad_norm: 56.6594
2024-03-24 20:30:06,909 - my_logger - INFO - 2024-03-28 12:15:02,000 - mmdet - INFO - Epoch [38][250/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2756, loss_bbox: 0.5817, d0.loss_cls: 0.3305, d0.loss_bbox: 0.3890 d1.loss_cls: 0.3111, d1.loss_bbox: 0.3220 d2.loss_cls: 0.3834, d2.loss_bbox: 0.5973 d3.loss_cls: 0.5736, d3.loss_bbox: 0.5088 d4.loss_cls: 0.5958, d4.loss_bbox: 0.5274, loss: 3.5378, grad_norm: 59.6312
2024-03-24 20:30:06,909 - my_logger - INFO - 2024-03-28 12:17:02,000 - mmdet - INFO - Epoch [38][300/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3472, loss_bbox: 0.4189, d0.loss_cls: 0.5641, d0.loss_bbox: 0.4496 d1.loss_cls: 0.4340, d1.loss_bbox: 0.4127 d2.loss_cls: 0.4240, d2.loss_bbox: 0.4296 d3.loss_cls: 0.5698, d3.loss_bbox: 0.3687 d4.loss_cls: 0.3942, d4.loss_bbox: 0.3784, loss: 4.2666, grad_norm: 54.5566
2024-03-24 20:30:06,910 - my_logger - INFO - 2024-03-28 12:19:02,000 - mmdet - INFO - Epoch [38][350/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5957, loss_bbox: 0.4735, d0.loss_cls: 0.5634, d0.loss_bbox: 0.3670 d1.loss_cls: 0.4293, d1.loss_bbox: 0.3160 d2.loss_cls: 0.4385, d2.loss_bbox: 0.3731 d3.loss_cls: 0.4845, d3.loss_bbox: 0.5155 d4.loss_cls: 0.4574, d4.loss_bbox: 0.4859, loss: 4.8933, grad_norm: 58.3868
2024-03-24 20:30:06,910 - my_logger - INFO - 2024-03-28 12:21:02,000 - mmdet - INFO - Epoch [38][400/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2593, loss_bbox: 0.3449, d0.loss_cls: 0.4835, d0.loss_bbox: 0.5356 d1.loss_cls: 0.5398, d1.loss_bbox: 0.5787 d2.loss_cls: 0.3032, d2.loss_bbox: 0.3677 d3.loss_cls: 0.3955, d3.loss_bbox: 0.5474 d4.loss_cls: 0.5859, d4.loss_bbox: 0.5624, loss: 4.2824, grad_norm: 56.5696
2024-03-24 20:30:06,911 - my_logger - INFO - 2024-03-28 12:23:02,000 - mmdet - INFO - Epoch [38][450/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3346, loss_bbox: 0.5297, d0.loss_cls: 0.5940, d0.loss_bbox: 0.3354 d1.loss_cls: 0.5799, d1.loss_bbox: 0.5710 d2.loss_cls: 0.4540, d2.loss_bbox: 0.5323 d3.loss_cls: 0.5279, d3.loss_bbox: 0.4594 d4.loss_cls: 0.5449, d4.loss_bbox: 0.4353, loss: 4.5549, grad_norm: 59.0281
2024-03-24 20:30:06,911 - my_logger - INFO - 2024-03-28 12:25:02,000 - mmdet - INFO - Epoch [38][500/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5366, loss_bbox: 0.5684, d0.loss_cls: 0.3982, d0.loss_bbox: 0.4066 d1.loss_cls: 0.5231, d1.loss_bbox: 0.3610 d2.loss_cls: 0.5568, d2.loss_bbox: 0.4418 d3.loss_cls: 0.3662, d3.loss_bbox: 0.5752 d4.loss_cls: 0.5451, d4.loss_bbox: 0.5605, loss: 4.8729, grad_norm: 50.5870
2024-03-24 20:30:06,912 - my_logger - INFO - 2024-03-28 12:27:02,000 - mmdet - INFO - Epoch [38][550/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3735, loss_bbox: 0.3346, d0.loss_cls: 0.4405, d0.loss_bbox: 0.3206 d1.loss_cls: 0.5276, d1.loss_bbox: 0.4625 d2.loss_cls: 0.4349, d2.loss_bbox: 0.4637 d3.loss_cls: 0.3065, d3.loss_bbox: 0.5561 d4.loss_cls: 0.4018, d4.loss_bbox: 0.3573, loss: 3.8743, grad_norm: 59.3344
2024-03-24 20:30:06,912 - my_logger - INFO - 2024-03-28 12:29:02,000 - mmdet - INFO - Epoch [38][600/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5057, loss_bbox: 0.3466, d0.loss_cls: 0.3588, d0.loss_bbox: 0.4222 d1.loss_cls: 0.4492, d1.loss_bbox: 0.5799 d2.loss_cls: 0.5625, d2.loss_bbox: 0.4371 d3.loss_cls: 0.4674, d3.loss_bbox: 0.3615 d4.loss_cls: 0.5459, d4.loss_bbox: 0.5165, loss: 4.7739, grad_norm: 52.4682
2024-03-24 20:30:06,913 - my_logger - INFO - 2024-03-28 12:31:02,000 - mmdet - INFO - Epoch [38][650/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5535, loss_bbox: 0.4776, d0.loss_cls: 0.3471, d0.loss_bbox: 0.4753 d1.loss_cls: 0.3671, d1.loss_bbox: 0.5855 d2.loss_cls: 0.5950, d2.loss_bbox: 0.4744 d3.loss_cls: 0.4463, d3.loss_bbox: 0.4902 d4.loss_cls: 0.4803, d4.loss_bbox: 0.3595, loss: 4.3430, grad_norm: 53.0127
2024-03-24 20:30:06,913 - my_logger - INFO - 2024-03-28 12:33:02,000 - mmdet - INFO - Epoch [38][700/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3577, loss_bbox: 0.5971, d0.loss_cls: 0.3079, d0.loss_bbox: 0.3327 d1.loss_cls: 0.5440, d1.loss_bbox: 0.3273 d2.loss_cls: 0.3175, d2.loss_bbox: 0.5960 d3.loss_cls: 0.5869, d3.loss_bbox: 0.5068 d4.loss_cls: 0.3100, d4.loss_bbox: 0.5252, loss: 4.5854, grad_norm: 51.1669
2024-03-24 20:30:06,913 - my_logger - INFO - 2024-03-28 12:35:02,000 - mmdet - INFO - Epoch [38][750/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4734, loss_bbox: 0.5388, d0.loss_cls: 0.4792, d0.loss_bbox: 0.3253 d1.loss_cls: 0.5791, d1.loss_bbox: 0.5761 d2.loss_cls: 0.4081, d2.loss_bbox: 0.4194 d3.loss_cls: 0.4666, d3.loss_bbox: 0.3419 d4.loss_cls: 0.4471, d4.loss_bbox: 0.5246, loss: 4.7622, grad_norm: 51.7143
2024-03-24 20:30:06,914 - my_logger - INFO - 2024-03-28 12:37:02,000 - mmdet - INFO - Epoch [38][800/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3227, loss_bbox: 0.4421, d0.loss_cls: 0.3394, d0.loss_bbox: 0.5780 d1.loss_cls: 0.4599, d1.loss_bbox: 0.4357 d2.loss_cls: 0.4803, d2.loss_bbox: 0.5764 d3.loss_cls: 0.4030, d3.loss_bbox: 0.3204 d4.loss_cls: 0.4777, d4.loss_bbox: 0.4820, loss: 3.5876, grad_norm: 54.0356
2024-03-24 20:30:06,914 - my_logger - INFO - 2024-03-28 12:39:02,000 - mmdet - INFO - Epoch [38][850/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3478, loss_bbox: 0.3197, d0.loss_cls: 0.4927, d0.loss_bbox: 0.3526 d1.loss_cls: 0.3702, d1.loss_bbox: 0.3964 d2.loss_cls: 0.3479, d2.loss_bbox: 0.4156 d3.loss_cls: 0.4111, d3.loss_bbox: 0.4954 d4.loss_cls: 0.3404, d4.loss_bbox: 0.3346, loss: 4.3483, grad_norm: 58.7064
2024-03-24 20:30:06,914 - my_logger - INFO - 2024-03-28 12:41:02,000 - mmdet - INFO - Epoch [38][900/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3022, loss_bbox: 0.5461, d0.loss_cls: 0.4168, d0.loss_bbox: 0.4936 d1.loss_cls: 0.4584, d1.loss_bbox: 0.5930 d2.loss_cls: 0.3196, d2.loss_bbox: 0.3552 d3.loss_cls: 0.3615, d3.loss_bbox: 0.5111 d4.loss_cls: 0.4952, d4.loss_bbox: 0.3284, loss: 4.3970, grad_norm: 53.2860
2024-03-24 20:30:06,915 - my_logger - INFO - 2024-03-28 12:43:02,000 - mmdet - INFO - Epoch [38][950/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4196, loss_bbox: 0.4044, d0.loss_cls: 0.5242, d0.loss_bbox: 0.5108 d1.loss_cls: 0.4275, d1.loss_bbox: 0.5766 d2.loss_cls: 0.5402, d2.loss_bbox: 0.5126 d3.loss_cls: 0.5785, d3.loss_bbox: 0.3428 d4.loss_cls: 0.4806, d4.loss_bbox: 0.3978, loss: 3.9045, grad_norm: 55.4818
2024-03-24 20:30:06,915 - my_logger - INFO - 2024-03-28 12:45:02,000 - mmdet - INFO - Epoch [38][1000/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3935, loss_bbox: 0.5540, d0.loss_cls: 0.4332, d0.loss_bbox: 0.3357 d1.loss_cls: 0.5958, d1.loss_bbox: 0.4034 d2.loss_cls: 0.3009, d2.loss_bbox: 0.5683 d3.loss_cls: 0.3850, d3.loss_bbox: 0.5429 d4.loss_cls: 0.3731, d4.loss_bbox: 0.3974, loss: 4.0884, grad_norm: 56.9756
2024-03-24 20:30:06,916 - my_logger - INFO - 2024-03-28 12:47:02,000 - mmdet - INFO - Epoch [38][1050/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5523, loss_bbox: 0.5073, d0.loss_cls: 0.3024, d0.loss_bbox: 0.5973 d1.loss_cls: 0.4465, d1.loss_bbox: 0.5776 d2.loss_cls: 0.5002, d2.loss_bbox: 0.3849 d3.loss_cls: 0.4082, d3.loss_bbox: 0.3688 d4.loss_cls: 0.4840, d4.loss_bbox: 0.4560, loss: 3.9531, grad_norm: 57.1392
2024-03-24 20:30:06,916 - my_logger - INFO - 2024-03-28 12:49:02,000 - mmdet - INFO - Epoch [38][1100/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3526, loss_bbox: 0.3419, d0.loss_cls: 0.3612, d0.loss_bbox: 0.4494 d1.loss_cls: 0.4190, d1.loss_bbox: 0.3887 d2.loss_cls: 0.3982, d2.loss_bbox: 0.5382 d3.loss_cls: 0.5690, d3.loss_bbox: 0.4911 d4.loss_cls: 0.4898, d4.loss_bbox: 0.5265, loss: 4.5152, grad_norm: 51.3729
2024-03-24 20:30:06,916 - my_logger - INFO - 2024-03-28 12:51:02,000 - mmdet - INFO - Epoch [38][1150/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4892, loss_bbox: 0.3033, d0.loss_cls: 0.5210, d0.loss_bbox: 0.5681 d1.loss_cls: 0.4463, d1.loss_bbox: 0.5383 d2.loss_cls: 0.5671, d2.loss_bbox: 0.5252 d3.loss_cls: 0.4526, d3.loss_bbox: 0.3681 d4.loss_cls: 0.5055, d4.loss_bbox: 0.4986, loss: 4.9133, grad_norm: 51.6884
2024-03-24 20:30:06,917 - my_logger - INFO - 2024-03-28 12:53:02,000 - mmdet - INFO - Epoch [38][1200/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4926, loss_bbox: 0.4203, d0.loss_cls: 0.4768, d0.loss_bbox: 0.5577 d1.loss_cls: 0.3286, d1.loss_bbox: 0.5577 d2.loss_cls: 0.4402, d2.loss_bbox: 0.5284 d3.loss_cls: 0.5653, d3.loss_bbox: 0.4836 d4.loss_cls: 0.5519, d4.loss_bbox: 0.3914, loss: 4.9607, grad_norm: 50.9005
2024-03-24 20:30:06,917 - my_logger - INFO - 2024-03-28 12:55:02,000 - mmdet - INFO - Epoch [38][1250/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3398, loss_bbox: 0.5594, d0.loss_cls: 0.5684, d0.loss_bbox: 0.3792 d1.loss_cls: 0.3516, d1.loss_bbox: 0.3028 d2.loss_cls: 0.5746, d2.loss_bbox: 0.4466 d3.loss_cls: 0.5948, d3.loss_bbox: 0.4662 d4.loss_cls: 0.4476, d4.loss_bbox: 0.3771, loss: 3.6722, grad_norm: 58.5960
2024-03-24 20:30:06,917 - my_logger - INFO - 2024-03-28 12:57:02,000 - mmdet - INFO - Epoch [38][1300/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5023, loss_bbox: 0.3532, d0.loss_cls: 0.5236, d0.loss_bbox: 0.3933 d1.loss_cls: 0.4209, d1.loss_bbox: 0.5127 d2.loss_cls: 0.3394, d2.loss_bbox: 0.4867 d3.loss_cls: 0.5074, d3.loss_bbox: 0.5145 d4.loss_cls: 0.5470, d4.loss_bbox: 0.5982, loss: 4.8196, grad_norm: 54.3321
2024-03-24 20:30:06,918 - my_logger - INFO - 2024-03-28 12:59:02,000 - mmdet - INFO - Epoch [38][1350/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3478, loss_bbox: 0.5850, d0.loss_cls: 0.4795, d0.loss_bbox: 0.3948 d1.loss_cls: 0.5199, d1.loss_bbox: 0.3864 d2.loss_cls: 0.4519, d2.loss_bbox: 0.3976 d3.loss_cls: 0.5562, d3.loss_bbox: 0.4026 d4.loss_cls: 0.3953, d4.loss_bbox: 0.3495, loss: 4.1495, grad_norm: 57.9311
2024-03-24 20:30:06,923 - my_logger - INFO - 2024-03-28 13:01:02,000 - mmdet - INFO - Epoch [38][1400/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3644, loss_bbox: 0.3928, d0.loss_cls: 0.4245, d0.loss_bbox: 0.5767 d1.loss_cls: 0.3153, d1.loss_bbox: 0.4103 d2.loss_cls: 0.5604, d2.loss_bbox: 0.3462 d3.loss_cls: 0.4032, d3.loss_bbox: 0.4172 d4.loss_cls: 0.3816, d4.loss_bbox: 0.3180, loss: 3.6464, grad_norm: 59.7214
2024-03-24 20:30:06,923 - my_logger - INFO - 2024-03-28 13:03:02,000 - mmdet - INFO - Epoch [38][1450/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3184, loss_bbox: 0.3571, d0.loss_cls: 0.4843, d0.loss_bbox: 0.5490 d1.loss_cls: 0.4833, d1.loss_bbox: 0.3305 d2.loss_cls: 0.4872, d2.loss_bbox: 0.5938 d3.loss_cls: 0.3796, d3.loss_bbox: 0.5077 d4.loss_cls: 0.3047, d4.loss_bbox: 0.4648, loss: 4.7785, grad_norm: 50.6435
2024-03-24 20:30:06,924 - my_logger - INFO - 2024-03-28 13:05:02,000 - mmdet - INFO - Epoch [38][1500/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5295, loss_bbox: 0.4899, d0.loss_cls: 0.4237, d0.loss_bbox: 0.3960 d1.loss_cls: 0.4576, d1.loss_bbox: 0.4402 d2.loss_cls: 0.5777, d2.loss_bbox: 0.3026 d3.loss_cls: 0.4201, d3.loss_bbox: 0.4289 d4.loss_cls: 0.3160, d4.loss_bbox: 0.3052, loss: 3.6467, grad_norm: 50.3478
2024-03-24 20:30:06,924 - my_logger - INFO - 2024-03-28 13:07:02,000 - mmdet - INFO - Epoch [38][1550/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5088, loss_bbox: 0.4878, d0.loss_cls: 0.5158, d0.loss_bbox: 0.3291 d1.loss_cls: 0.3425, d1.loss_bbox: 0.3822 d2.loss_cls: 0.5229, d2.loss_bbox: 0.3803 d3.loss_cls: 0.4560, d3.loss_bbox: 0.3602 d4.loss_cls: 0.3846, d4.loss_bbox: 0.5431, loss: 4.2480, grad_norm: 59.1711
2024-03-24 20:30:06,924 - my_logger - INFO - 2024-03-28 13:09:02,000 - mmdet - INFO - Epoch [38][1600/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5228, loss_bbox: 0.3536, d0.loss_cls: 0.5542, d0.loss_bbox: 0.5195 d1.loss_cls: 0.4799, d1.loss_bbox: 0.5452 d2.loss_cls: 0.5307, d2.loss_bbox: 0.4125 d3.loss_cls: 0.5298, d3.loss_bbox: 0.4205 d4.loss_cls: 0.4108, d4.loss_bbox: 0.5386, loss: 3.7183, grad_norm: 53.2833
2024-03-24 20:30:06,925 - my_logger - INFO - 2024-03-28 13:11:02,000 - mmdet - INFO - Epoch [38][1650/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5115, loss_bbox: 0.3346, d0.loss_cls: 0.3162, d0.loss_bbox: 0.5407 d1.loss_cls: 0.5727, d1.loss_bbox: 0.3074 d2.loss_cls: 0.3374, d2.loss_bbox: 0.3017 d3.loss_cls: 0.5875, d3.loss_bbox: 0.5659 d4.loss_cls: 0.4822, d4.loss_bbox: 0.3111, loss: 4.4932, grad_norm: 50.9448
2024-03-24 20:30:06,925 - my_logger - INFO - 2024-03-28 13:13:02,000 - mmdet - INFO - Epoch [38][1700/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4409, loss_bbox: 0.3655, d0.loss_cls: 0.5297, d0.loss_bbox: 0.3546 d1.loss_cls: 0.4607, d1.loss_bbox: 0.5149 d2.loss_cls: 0.5206, d2.loss_bbox: 0.3173 d3.loss_cls: 0.3186, d3.loss_bbox: 0.3760 d4.loss_cls: 0.5284, d4.loss_bbox: 0.3835, loss: 4.8220, grad_norm: 55.3942
2024-03-24 20:30:06,925 - my_logger - INFO - 2024-03-28 13:15:02,000 - mmdet - INFO - Epoch [38][1750/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.5742, d0.loss_cls: 0.4526, d0.loss_bbox: 0.4428 d1.loss_cls: 0.3483, d1.loss_bbox: 0.5383 d2.loss_cls: 0.4315, d2.loss_bbox: 0.4061 d3.loss_cls: 0.3869, d3.loss_bbox: 0.5722 d4.loss_cls: 0.3635, d4.loss_bbox: 0.3061, loss: 3.5133, grad_norm: 52.5642
2024-03-24 20:30:06,926 - my_logger - INFO - 2024-03-28 13:17:02,000 - mmdet - INFO - Epoch [38][1800/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4860, loss_bbox: 0.4344, d0.loss_cls: 0.4413, d0.loss_bbox: 0.3890 d1.loss_cls: 0.5923, d1.loss_bbox: 0.5750 d2.loss_cls: 0.5319, d2.loss_bbox: 0.3877 d3.loss_cls: 0.5294, d3.loss_bbox: 0.3765 d4.loss_cls: 0.5762, d4.loss_bbox: 0.3904, loss: 4.0650, grad_norm: 55.5581
2024-03-24 20:30:06,927 - my_logger - INFO - 2024-03-28 13:19:02,000 - mmdet - INFO - Epoch [38][1850/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5380, loss_bbox: 0.3878, d0.loss_cls: 0.4138, d0.loss_bbox: 0.4412 d1.loss_cls: 0.3352, d1.loss_bbox: 0.5223 d2.loss_cls: 0.3710, d2.loss_bbox: 0.5346 d3.loss_cls: 0.3424, d3.loss_bbox: 0.5187 d4.loss_cls: 0.5023, d4.loss_bbox: 0.3509, loss: 4.0965, grad_norm: 56.4570
2024-03-24 20:30:06,927 - my_logger - INFO - 2024-03-28 13:21:02,000 - mmdet - INFO - Epoch [38][1900/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3684, loss_bbox: 0.3929, d0.loss_cls: 0.5219, d0.loss_bbox: 0.5356 d1.loss_cls: 0.3196, d1.loss_bbox: 0.3972 d2.loss_cls: 0.3054, d2.loss_bbox: 0.4583 d3.loss_cls: 0.3161, d3.loss_bbox: 0.5449 d4.loss_cls: 0.3283, d4.loss_bbox: 0.5203, loss: 4.6313, grad_norm: 52.0024
2024-03-24 20:30:06,928 - my_logger - INFO - 2024-03-28 13:23:02,000 - mmdet - INFO - Epoch [38][1950/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4929, loss_bbox: 0.4530, d0.loss_cls: 0.4111, d0.loss_bbox: 0.3220 d1.loss_cls: 0.3762, d1.loss_bbox: 0.3762 d2.loss_cls: 0.3306, d2.loss_bbox: 0.5682 d3.loss_cls: 0.5986, d3.loss_bbox: 0.4884 d4.loss_cls: 0.5046, d4.loss_bbox: 0.4911, loss: 4.3314, grad_norm: 58.2134
2024-03-24 20:30:06,928 - my_logger - INFO - 2024-03-28 13:25:02,000 - mmdet - INFO - Epoch [38][2000/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4898, loss_bbox: 0.4876, d0.loss_cls: 0.4317, d0.loss_bbox: 0.5969 d1.loss_cls: 0.5855, d1.loss_bbox: 0.4004 d2.loss_cls: 0.5607, d2.loss_bbox: 0.4832 d3.loss_cls: 0.4029, d3.loss_bbox: 0.5156 d4.loss_cls: 0.4286, d4.loss_bbox: 0.3029, loss: 4.9301, grad_norm: 59.7972
2024-03-24 20:30:06,929 - my_logger - INFO - 2024-03-28 13:27:02,000 - mmdet - INFO - Epoch [38][2050/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4056, loss_bbox: 0.3885, d0.loss_cls: 0.4016, d0.loss_bbox: 0.3211 d1.loss_cls: 0.3484, d1.loss_bbox: 0.3764 d2.loss_cls: 0.4118, d2.loss_bbox: 0.4478 d3.loss_cls: 0.5955, d3.loss_bbox: 0.4684 d4.loss_cls: 0.3910, d4.loss_bbox: 0.4627, loss: 3.8233, grad_norm: 51.4125
2024-03-24 20:30:06,929 - my_logger - INFO - 2024-03-28 13:29:02,000 - mmdet - INFO - Epoch [38][2100/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4917, loss_bbox: 0.5794, d0.loss_cls: 0.4102, d0.loss_bbox: 0.5149 d1.loss_cls: 0.3497, d1.loss_bbox: 0.4108 d2.loss_cls: 0.4183, d2.loss_bbox: 0.5868 d3.loss_cls: 0.4884, d3.loss_bbox: 0.4164 d4.loss_cls: 0.4876, d4.loss_bbox: 0.4636, loss: 4.8164, grad_norm: 52.1857
2024-03-24 20:30:06,929 - my_logger - INFO - 2024-03-28 13:31:02,000 - mmdet - INFO - Epoch [38][2150/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3896, loss_bbox: 0.3076, d0.loss_cls: 0.4341, d0.loss_bbox: 0.3238 d1.loss_cls: 0.4281, d1.loss_bbox: 0.5693 d2.loss_cls: 0.3245, d2.loss_bbox: 0.4611 d3.loss_cls: 0.4599, d3.loss_bbox: 0.4046 d4.loss_cls: 0.5280, d4.loss_bbox: 0.3487, loss: 4.6327, grad_norm: 52.2133
2024-03-24 20:30:06,930 - my_logger - INFO - 2024-03-28 13:33:02,000 - mmdet - INFO - Epoch [38][2200/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3777, loss_bbox: 0.5314, d0.loss_cls: 0.4185, d0.loss_bbox: 0.5897 d1.loss_cls: 0.4770, d1.loss_bbox: 0.5527 d2.loss_cls: 0.5522, d2.loss_bbox: 0.3351 d3.loss_cls: 0.5463, d3.loss_bbox: 0.5254 d4.loss_cls: 0.3783, d4.loss_bbox: 0.3778, loss: 4.8485, grad_norm: 58.6656
2024-03-24 20:30:06,930 - my_logger - INFO - 2024-03-28 13:35:02,000 - mmdet - INFO - Epoch [38][2250/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3851, loss_bbox: 0.3624, d0.loss_cls: 0.3875, d0.loss_bbox: 0.3852 d1.loss_cls: 0.5487, d1.loss_bbox: 0.5095 d2.loss_cls: 0.5505, d2.loss_bbox: 0.3810 d3.loss_cls: 0.5965, d3.loss_bbox: 0.4308 d4.loss_cls: 0.3844, d4.loss_bbox: 0.3587, loss: 4.5839, grad_norm: 54.1695
2024-03-24 20:30:06,931 - my_logger - INFO - 2024-03-28 13:37:02,000 - mmdet - INFO - Epoch [38][2300/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5495, loss_bbox: 0.3382, d0.loss_cls: 0.3933, d0.loss_bbox: 0.3226 d1.loss_cls: 0.5587, d1.loss_bbox: 0.5660 d2.loss_cls: 0.5082, d2.loss_bbox: 0.3395 d3.loss_cls: 0.3040, d3.loss_bbox: 0.4307 d4.loss_cls: 0.5206, d4.loss_bbox: 0.5854, loss: 4.3657, grad_norm: 54.9598
2024-03-24 20:30:06,931 - my_logger - INFO - 2024-03-28 13:39:02,000 - mmdet - INFO - Epoch [38][2350/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4212, loss_bbox: 0.5914, d0.loss_cls: 0.4520, d0.loss_bbox: 0.3459 d1.loss_cls: 0.3170, d1.loss_bbox: 0.4788 d2.loss_cls: 0.5332, d2.loss_bbox: 0.4520 d3.loss_cls: 0.4833, d3.loss_bbox: 0.4205 d4.loss_cls: 0.5915, d4.loss_bbox: 0.4609, loss: 3.6343, grad_norm: 58.1784
2024-03-24 20:30:06,931 - my_logger - INFO - 2024-03-28 13:41:02,000 - mmdet - INFO - Epoch [38][2400/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5269, loss_bbox: 0.5640, d0.loss_cls: 0.3392, d0.loss_bbox: 0.3064 d1.loss_cls: 0.5783, d1.loss_bbox: 0.4169 d2.loss_cls: 0.4010, d2.loss_bbox: 0.3467 d3.loss_cls: 0.5489, d3.loss_bbox: 0.4637 d4.loss_cls: 0.4367, d4.loss_bbox: 0.5314, loss: 3.6512, grad_norm: 57.1841
2024-03-24 20:30:06,932 - my_logger - INFO - 2024-03-28 13:43:02,000 - mmdet - INFO - Epoch [38][2450/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2735, loss_bbox: 0.4376, d0.loss_cls: 0.5905, d0.loss_bbox: 0.3332 d1.loss_cls: 0.5841, d1.loss_bbox: 0.5305 d2.loss_cls: 0.3923, d2.loss_bbox: 0.5589 d3.loss_cls: 0.4512, d3.loss_bbox: 0.5576 d4.loss_cls: 0.3491, d4.loss_bbox: 0.4263, loss: 4.8885, grad_norm: 58.2433
2024-03-24 20:30:06,932 - my_logger - INFO - 2024-03-28 13:45:02,000 - mmdet - INFO - Epoch [38][2500/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5364, loss_bbox: 0.3826, d0.loss_cls: 0.5046, d0.loss_bbox: 0.3876 d1.loss_cls: 0.3207, d1.loss_bbox: 0.3075 d2.loss_cls: 0.4153, d2.loss_bbox: 0.3726 d3.loss_cls: 0.5348, d3.loss_bbox: 0.4142 d4.loss_cls: 0.4923, d4.loss_bbox: 0.5839, loss: 4.6908, grad_norm: 52.7816
2024-03-24 20:30:06,932 - my_logger - INFO - 2024-03-28 13:47:02,000 - mmdet - INFO - Epoch [38][2550/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4371, loss_bbox: 0.5217, d0.loss_cls: 0.3343, d0.loss_bbox: 0.3478 d1.loss_cls: 0.5498, d1.loss_bbox: 0.5186 d2.loss_cls: 0.3264, d2.loss_bbox: 0.4497 d3.loss_cls: 0.4389, d3.loss_bbox: 0.3839 d4.loss_cls: 0.3940, d4.loss_bbox: 0.4041, loss: 4.1398, grad_norm: 55.9658
2024-03-24 20:30:06,933 - my_logger - INFO - 2024-03-28 13:49:02,000 - mmdet - INFO - Epoch [38][2600/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4826, loss_bbox: 0.4586, d0.loss_cls: 0.4889, d0.loss_bbox: 0.5084 d1.loss_cls: 0.4297, d1.loss_bbox: 0.3165 d2.loss_cls: 0.4479, d2.loss_bbox: 0.3165 d3.loss_cls: 0.3372, d3.loss_bbox: 0.3472 d4.loss_cls: 0.4190, d4.loss_bbox: 0.5042, loss: 4.0944, grad_norm: 54.7843
2024-03-24 20:30:06,939 - my_logger - INFO - 2024-03-28 13:51:02,000 - mmdet - INFO - Epoch [38][2650/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3620, loss_bbox: 0.3818, d0.loss_cls: 0.5440, d0.loss_bbox: 0.4468 d1.loss_cls: 0.5851, d1.loss_bbox: 0.5912 d2.loss_cls: 0.3006, d2.loss_bbox: 0.3453 d3.loss_cls: 0.3390, d3.loss_bbox: 0.5669 d4.loss_cls: 0.4852, d4.loss_bbox: 0.5321, loss: 4.9018, grad_norm: 50.7332
2024-03-24 20:30:06,939 - my_logger - INFO - 2024-03-28 13:53:02,000 - mmdet - INFO - Epoch [38][2700/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5839, loss_bbox: 0.3910, d0.loss_cls: 0.5789, d0.loss_bbox: 0.4610 d1.loss_cls: 0.4459, d1.loss_bbox: 0.3951 d2.loss_cls: 0.5561, d2.loss_bbox: 0.4260 d3.loss_cls: 0.5382, d3.loss_bbox: 0.3107 d4.loss_cls: 0.4217, d4.loss_bbox: 0.4591, loss: 4.7704, grad_norm: 54.6907
2024-03-24 20:30:06,939 - my_logger - INFO - 2024-03-28 13:55:02,000 - mmdet - INFO - Epoch [38][2750/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4311, loss_bbox: 0.4149, d0.loss_cls: 0.5406, d0.loss_bbox: 0.3961 d1.loss_cls: 0.4455, d1.loss_bbox: 0.4460 d2.loss_cls: 0.3767, d2.loss_bbox: 0.5751 d3.loss_cls: 0.5718, d3.loss_bbox: 0.4644 d4.loss_cls: 0.4571, d4.loss_bbox: 0.4045, loss: 4.9224, grad_norm: 57.3422
2024-03-24 20:30:06,940 - my_logger - INFO - 2024-03-28 13:57:02,000 - mmdet - INFO - Epoch [38][2800/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5216, loss_bbox: 0.5623, d0.loss_cls: 0.4272, d0.loss_bbox: 0.5500 d1.loss_cls: 0.3762, d1.loss_bbox: 0.4115 d2.loss_cls: 0.4607, d2.loss_bbox: 0.3483 d3.loss_cls: 0.3222, d3.loss_bbox: 0.5260 d4.loss_cls: 0.3500, d4.loss_bbox: 0.3486, loss: 4.8134, grad_norm: 56.9079
2024-03-24 20:30:06,940 - my_logger - INFO - 2024-03-28 13:59:02,000 - mmdet - INFO - Epoch [38][2850/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5339, loss_bbox: 0.3918, d0.loss_cls: 0.4527, d0.loss_bbox: 0.5744 d1.loss_cls: 0.3655, d1.loss_bbox: 0.3631 d2.loss_cls: 0.4515, d2.loss_bbox: 0.4916 d3.loss_cls: 0.3813, d3.loss_bbox: 0.4720 d4.loss_cls: 0.3176, d4.loss_bbox: 0.3753, loss: 4.7696, grad_norm: 56.8479
2024-03-24 20:30:06,941 - my_logger - INFO - 2024-03-28 14:01:02,000 - mmdet - INFO - Epoch [38][2900/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3032, loss_bbox: 0.3943, d0.loss_cls: 0.5714, d0.loss_bbox: 0.4466 d1.loss_cls: 0.3010, d1.loss_bbox: 0.4307 d2.loss_cls: 0.5156, d2.loss_bbox: 0.3874 d3.loss_cls: 0.5238, d3.loss_bbox: 0.4512 d4.loss_cls: 0.5255, d4.loss_bbox: 0.5999, loss: 4.7333, grad_norm: 56.6776
2024-03-24 20:30:06,941 - my_logger - INFO - 2024-03-28 14:03:02,000 - mmdet - INFO - Epoch [38][2950/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2694, loss_bbox: 0.5844, d0.loss_cls: 0.3116, d0.loss_bbox: 0.4412 d1.loss_cls: 0.3349, d1.loss_bbox: 0.5637 d2.loss_cls: 0.3917, d2.loss_bbox: 0.5900 d3.loss_cls: 0.4958, d3.loss_bbox: 0.4506 d4.loss_cls: 0.3532, d4.loss_bbox: 0.4983, loss: 4.4342, grad_norm: 53.6776
2024-03-24 20:30:06,941 - my_logger - INFO - 2024-03-28 14:05:02,000 - mmdet - INFO - Epoch [38][3000/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4392, loss_bbox: 0.4430, d0.loss_cls: 0.3423, d0.loss_bbox: 0.4394 d1.loss_cls: 0.3543, d1.loss_bbox: 0.5039 d2.loss_cls: 0.3670, d2.loss_bbox: 0.3688 d3.loss_cls: 0.4953, d3.loss_bbox: 0.4495 d4.loss_cls: 0.4430, d4.loss_bbox: 0.4846, loss: 4.5920, grad_norm: 51.1991
2024-03-24 20:30:06,942 - my_logger - INFO - 2024-03-28 14:07:02,000 - mmdet - INFO - Epoch [38][3050/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2571, loss_bbox: 0.5329, d0.loss_cls: 0.3406, d0.loss_bbox: 0.3984 d1.loss_cls: 0.3102, d1.loss_bbox: 0.5265 d2.loss_cls: 0.3846, d2.loss_bbox: 0.5185 d3.loss_cls: 0.3528, d3.loss_bbox: 0.5285 d4.loss_cls: 0.3106, d4.loss_bbox: 0.3318, loss: 3.8282, grad_norm: 55.2853
2024-03-24 20:30:06,942 - my_logger - INFO - 2024-03-28 14:09:02,000 - mmdet - INFO - Epoch [38][3100/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3818, loss_bbox: 0.5383, d0.loss_cls: 0.4075, d0.loss_bbox: 0.3136 d1.loss_cls: 0.3106, d1.loss_bbox: 0.4005 d2.loss_cls: 0.4162, d2.loss_bbox: 0.3634 d3.loss_cls: 0.4689, d3.loss_bbox: 0.5275 d4.loss_cls: 0.3488, d4.loss_bbox: 0.3245, loss: 4.6556, grad_norm: 52.3701
2024-03-24 20:30:06,943 - my_logger - INFO - 2024-03-28 14:11:02,000 - mmdet - INFO - Epoch [38][3150/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2695, loss_bbox: 0.3205, d0.loss_cls: 0.5229, d0.loss_bbox: 0.5278 d1.loss_cls: 0.5535, d1.loss_bbox: 0.3435 d2.loss_cls: 0.3508, d2.loss_bbox: 0.3997 d3.loss_cls: 0.3733, d3.loss_bbox: 0.3802 d4.loss_cls: 0.4981, d4.loss_bbox: 0.3787, loss: 4.8427, grad_norm: 50.1791
2024-03-24 20:30:06,943 - my_logger - INFO - 2024-03-28 14:13:02,000 - mmdet - INFO - Epoch [38][3200/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4486, loss_bbox: 0.5536, d0.loss_cls: 0.3335, d0.loss_bbox: 0.5263 d1.loss_cls: 0.5280, d1.loss_bbox: 0.4811 d2.loss_cls: 0.3144, d2.loss_bbox: 0.3870 d3.loss_cls: 0.3013, d3.loss_bbox: 0.5652 d4.loss_cls: 0.3336, d4.loss_bbox: 0.4273, loss: 3.6213, grad_norm: 59.4905
2024-03-24 20:30:06,943 - my_logger - INFO - 2024-03-28 14:15:02,000 - mmdet - INFO - Epoch [38][3250/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5043, loss_bbox: 0.4953, d0.loss_cls: 0.4779, d0.loss_bbox: 0.5364 d1.loss_cls: 0.5058, d1.loss_bbox: 0.4808 d2.loss_cls: 0.3463, d2.loss_bbox: 0.5095 d3.loss_cls: 0.5454, d3.loss_bbox: 0.3083 d4.loss_cls: 0.3657, d4.loss_bbox: 0.3991, loss: 3.7999, grad_norm: 59.4126
2024-03-24 20:30:06,944 - my_logger - INFO - 2024-03-28 14:17:02,000 - mmdet - INFO - Epoch [38][3300/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5551, loss_bbox: 0.4679, d0.loss_cls: 0.4494, d0.loss_bbox: 0.5468 d1.loss_cls: 0.4241, d1.loss_bbox: 0.4749 d2.loss_cls: 0.3146, d2.loss_bbox: 0.5647 d3.loss_cls: 0.3574, d3.loss_bbox: 0.3884 d4.loss_cls: 0.5876, d4.loss_bbox: 0.5611, loss: 3.7958, grad_norm: 56.0684
2024-03-24 20:30:06,944 - my_logger - INFO - 2024-03-28 14:19:02,000 - mmdet - INFO - Epoch [38][3350/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2653, loss_bbox: 0.5474, d0.loss_cls: 0.4932, d0.loss_bbox: 0.5737 d1.loss_cls: 0.5046, d1.loss_bbox: 0.4594 d2.loss_cls: 0.4670, d2.loss_bbox: 0.3592 d3.loss_cls: 0.5129, d3.loss_bbox: 0.4654 d4.loss_cls: 0.5725, d4.loss_bbox: 0.5286, loss: 4.7333, grad_norm: 56.1923
2024-03-24 20:30:06,945 - my_logger - INFO - 2024-03-28 14:21:02,000 - mmdet - INFO - Epoch [38][3400/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5604, loss_bbox: 0.3290, d0.loss_cls: 0.5809, d0.loss_bbox: 0.5254 d1.loss_cls: 0.4445, d1.loss_bbox: 0.3492 d2.loss_cls: 0.3918, d2.loss_bbox: 0.5563 d3.loss_cls: 0.5114, d3.loss_bbox: 0.5410 d4.loss_cls: 0.5220, d4.loss_bbox: 0.4482, loss: 4.4993, grad_norm: 52.7815
2024-03-24 20:30:06,945 - my_logger - INFO - 2024-03-28 14:23:02,000 - mmdet - INFO - Epoch [38][3450/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5904, loss_bbox: 0.3653, d0.loss_cls: 0.5946, d0.loss_bbox: 0.4999 d1.loss_cls: 0.4480, d1.loss_bbox: 0.5816 d2.loss_cls: 0.4544, d2.loss_bbox: 0.4545 d3.loss_cls: 0.4753, d3.loss_bbox: 0.3497 d4.loss_cls: 0.4926, d4.loss_bbox: 0.4309, loss: 3.7036, grad_norm: 55.9614
2024-03-24 20:30:06,945 - my_logger - INFO - 2024-03-28 14:25:02,000 - mmdet - INFO - Epoch [38][3500/3517][Batch size: 50]	lr: 8.403e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3710, loss_bbox: 0.4013, d0.loss_cls: 0.5567, d0.loss_bbox: 0.4694 d1.loss_cls: 0.5095, d1.loss_bbox: 0.3458 d2.loss_cls: 0.5431, d2.loss_bbox: 0.5719 d3.loss_cls: 0.5385, d3.loss_bbox: 0.3349 d4.loss_cls: 0.3932, d4.loss_bbox: 0.5330, loss: 4.5868, grad_norm: 53.0181
2024-03-24 20:30:06,946 - my_logger - INFO - 2024-03-28 14:27:02,000 - mmdet - INFO - Epoch [39][0/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4855, loss_bbox: 0.4258, d0.loss_cls: 0.3011, d0.loss_bbox: 0.3107 d1.loss_cls: 0.3384, d1.loss_bbox: 0.3714 d2.loss_cls: 0.5973, d2.loss_bbox: 0.3722 d3.loss_cls: 0.4728, d3.loss_bbox: 0.4272 d4.loss_cls: 0.5533, d4.loss_bbox: 0.3817, loss: 4.9959, grad_norm: 54.4408
2024-03-24 20:30:06,946 - my_logger - INFO - 2024-03-28 14:29:02,000 - mmdet - INFO - Epoch [39][50/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5607, loss_bbox: 0.3452, d0.loss_cls: 0.4809, d0.loss_bbox: 0.4659 d1.loss_cls: 0.5307, d1.loss_bbox: 0.5085 d2.loss_cls: 0.4568, d2.loss_bbox: 0.3967 d3.loss_cls: 0.4904, d3.loss_bbox: 0.5445 d4.loss_cls: 0.3263, d4.loss_bbox: 0.5095, loss: 4.5523, grad_norm: 58.3544
2024-03-24 20:30:06,947 - my_logger - INFO - 2024-03-28 14:31:02,000 - mmdet - INFO - Epoch [39][100/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3824, loss_bbox: 0.5177, d0.loss_cls: 0.4561, d0.loss_bbox: 0.5980 d1.loss_cls: 0.4651, d1.loss_bbox: 0.3180 d2.loss_cls: 0.4336, d2.loss_bbox: 0.3942 d3.loss_cls: 0.5055, d3.loss_bbox: 0.5612 d4.loss_cls: 0.4032, d4.loss_bbox: 0.4550, loss: 4.4466, grad_norm: 59.3317
2024-03-24 20:30:06,947 - my_logger - INFO - 2024-03-28 14:33:02,000 - mmdet - INFO - Epoch [39][150/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2535, loss_bbox: 0.5802, d0.loss_cls: 0.3145, d0.loss_bbox: 0.5514 d1.loss_cls: 0.4891, d1.loss_bbox: 0.3492 d2.loss_cls: 0.3294, d2.loss_bbox: 0.4948 d3.loss_cls: 0.5830, d3.loss_bbox: 0.3102 d4.loss_cls: 0.3409, d4.loss_bbox: 0.5232, loss: 3.6377, grad_norm: 52.7508
2024-03-24 20:30:06,947 - my_logger - INFO - 2024-03-28 14:35:02,000 - mmdet - INFO - Epoch [39][200/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5057, loss_bbox: 0.3488, d0.loss_cls: 0.3266, d0.loss_bbox: 0.5246 d1.loss_cls: 0.3844, d1.loss_bbox: 0.5672 d2.loss_cls: 0.3434, d2.loss_bbox: 0.3360 d3.loss_cls: 0.3587, d3.loss_bbox: 0.3796 d4.loss_cls: 0.3982, d4.loss_bbox: 0.4990, loss: 3.5732, grad_norm: 54.0351
2024-03-24 20:30:06,948 - my_logger - INFO - 2024-03-28 14:37:02,000 - mmdet - INFO - Epoch [39][250/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3374, loss_bbox: 0.3169, d0.loss_cls: 0.4772, d0.loss_bbox: 0.5331 d1.loss_cls: 0.5278, d1.loss_bbox: 0.3030 d2.loss_cls: 0.4537, d2.loss_bbox: 0.4144 d3.loss_cls: 0.4559, d3.loss_bbox: 0.4098 d4.loss_cls: 0.5342, d4.loss_bbox: 0.3793, loss: 4.4448, grad_norm: 53.8265
2024-03-24 20:30:06,948 - my_logger - INFO - 2024-03-28 14:39:02,000 - mmdet - INFO - Epoch [39][300/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4761, loss_bbox: 0.3267, d0.loss_cls: 0.3053, d0.loss_bbox: 0.4763 d1.loss_cls: 0.3400, d1.loss_bbox: 0.5014 d2.loss_cls: 0.4082, d2.loss_bbox: 0.4357 d3.loss_cls: 0.4946, d3.loss_bbox: 0.4877 d4.loss_cls: 0.4733, d4.loss_bbox: 0.5551, loss: 4.5859, grad_norm: 51.4101
2024-03-24 20:30:06,948 - my_logger - INFO - 2024-03-28 14:41:02,000 - mmdet - INFO - Epoch [39][350/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4449, loss_bbox: 0.3048, d0.loss_cls: 0.4288, d0.loss_bbox: 0.5436 d1.loss_cls: 0.5510, d1.loss_bbox: 0.3198 d2.loss_cls: 0.4462, d2.loss_bbox: 0.4355 d3.loss_cls: 0.5706, d3.loss_bbox: 0.5887 d4.loss_cls: 0.4983, d4.loss_bbox: 0.5634, loss: 4.0540, grad_norm: 57.9121
2024-03-24 20:30:06,949 - my_logger - INFO - 2024-03-28 14:43:02,000 - mmdet - INFO - Epoch [39][400/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5602, loss_bbox: 0.4049, d0.loss_cls: 0.3455, d0.loss_bbox: 0.4196 d1.loss_cls: 0.5523, d1.loss_bbox: 0.3862 d2.loss_cls: 0.4923, d2.loss_bbox: 0.3987 d3.loss_cls: 0.4543, d3.loss_bbox: 0.3915 d4.loss_cls: 0.5391, d4.loss_bbox: 0.4695, loss: 4.3020, grad_norm: 53.8796
2024-03-24 20:30:06,956 - my_logger - INFO - 2024-03-28 14:45:02,000 - mmdet - INFO - Epoch [39][450/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2546, loss_bbox: 0.5570, d0.loss_cls: 0.3391, d0.loss_bbox: 0.4980 d1.loss_cls: 0.3125, d1.loss_bbox: 0.4392 d2.loss_cls: 0.5747, d2.loss_bbox: 0.5203 d3.loss_cls: 0.3609, d3.loss_bbox: 0.4622 d4.loss_cls: 0.5591, d4.loss_bbox: 0.4055, loss: 4.9837, grad_norm: 53.4351
2024-03-24 20:30:06,957 - my_logger - INFO - 2024-03-28 14:47:02,000 - mmdet - INFO - Epoch [39][500/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3164, loss_bbox: 0.4674, d0.loss_cls: 0.3858, d0.loss_bbox: 0.5981 d1.loss_cls: 0.5441, d1.loss_bbox: 0.5746 d2.loss_cls: 0.4096, d2.loss_bbox: 0.4110 d3.loss_cls: 0.3500, d3.loss_bbox: 0.5573 d4.loss_cls: 0.5584, d4.loss_bbox: 0.3022, loss: 4.4824, grad_norm: 50.8979
2024-03-24 20:30:06,959 - my_logger - INFO - 2024-03-28 14:49:02,000 - mmdet - INFO - Epoch [39][550/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4989, loss_bbox: 0.3578, d0.loss_cls: 0.3671, d0.loss_bbox: 0.3545 d1.loss_cls: 0.3115, d1.loss_bbox: 0.5149 d2.loss_cls: 0.3677, d2.loss_bbox: 0.4283 d3.loss_cls: 0.4504, d3.loss_bbox: 0.3829 d4.loss_cls: 0.4710, d4.loss_bbox: 0.5576, loss: 4.8114, grad_norm: 55.3241
2024-03-24 20:30:06,959 - my_logger - INFO - 2024-03-28 14:51:02,000 - mmdet - INFO - Epoch [39][600/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5513, loss_bbox: 0.3113, d0.loss_cls: 0.5148, d0.loss_bbox: 0.3454 d1.loss_cls: 0.5891, d1.loss_bbox: 0.3165 d2.loss_cls: 0.3698, d2.loss_bbox: 0.3088 d3.loss_cls: 0.3046, d3.loss_bbox: 0.5596 d4.loss_cls: 0.3495, d4.loss_bbox: 0.5907, loss: 3.8282, grad_norm: 56.1603
2024-03-24 20:30:06,960 - my_logger - INFO - 2024-03-28 14:53:02,000 - mmdet - INFO - Epoch [39][650/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5719, loss_bbox: 0.3048, d0.loss_cls: 0.3385, d0.loss_bbox: 0.4583 d1.loss_cls: 0.4436, d1.loss_bbox: 0.3371 d2.loss_cls: 0.3737, d2.loss_bbox: 0.5825 d3.loss_cls: 0.4708, d3.loss_bbox: 0.3135 d4.loss_cls: 0.4068, d4.loss_bbox: 0.3968, loss: 4.9333, grad_norm: 51.6047
2024-03-24 20:30:06,960 - my_logger - INFO - 2024-03-28 14:55:02,000 - mmdet - INFO - Epoch [39][700/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5832, loss_bbox: 0.4665, d0.loss_cls: 0.3126, d0.loss_bbox: 0.3864 d1.loss_cls: 0.5389, d1.loss_bbox: 0.5794 d2.loss_cls: 0.5187, d2.loss_bbox: 0.4164 d3.loss_cls: 0.5835, d3.loss_bbox: 0.4259 d4.loss_cls: 0.5317, d4.loss_bbox: 0.5102, loss: 3.9403, grad_norm: 56.5022
2024-03-24 20:30:06,961 - my_logger - INFO - 2024-03-28 14:57:02,000 - mmdet - INFO - Epoch [39][750/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4996, loss_bbox: 0.3022, d0.loss_cls: 0.4153, d0.loss_bbox: 0.5238 d1.loss_cls: 0.3273, d1.loss_bbox: 0.3029 d2.loss_cls: 0.5941, d2.loss_bbox: 0.4595 d3.loss_cls: 0.4368, d3.loss_bbox: 0.5828 d4.loss_cls: 0.4133, d4.loss_bbox: 0.3092, loss: 4.1630, grad_norm: 52.4532
2024-03-24 20:30:06,961 - my_logger - INFO - 2024-03-28 14:59:02,000 - mmdet - INFO - Epoch [39][800/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3840, loss_bbox: 0.5854, d0.loss_cls: 0.3435, d0.loss_bbox: 0.3351 d1.loss_cls: 0.5042, d1.loss_bbox: 0.5219 d2.loss_cls: 0.4206, d2.loss_bbox: 0.3988 d3.loss_cls: 0.5215, d3.loss_bbox: 0.5708 d4.loss_cls: 0.3900, d4.loss_bbox: 0.3713, loss: 3.5385, grad_norm: 51.5332
2024-03-24 20:30:06,961 - my_logger - INFO - 2024-03-28 15:01:02,000 - mmdet - INFO - Epoch [39][850/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3804, loss_bbox: 0.3171, d0.loss_cls: 0.5800, d0.loss_bbox: 0.5588 d1.loss_cls: 0.4089, d1.loss_bbox: 0.4261 d2.loss_cls: 0.5891, d2.loss_bbox: 0.3705 d3.loss_cls: 0.3172, d3.loss_bbox: 0.3556 d4.loss_cls: 0.5153, d4.loss_bbox: 0.3496, loss: 4.9452, grad_norm: 51.0142
2024-03-24 20:30:06,962 - my_logger - INFO - 2024-03-28 15:03:02,000 - mmdet - INFO - Epoch [39][900/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3701, loss_bbox: 0.5043, d0.loss_cls: 0.4969, d0.loss_bbox: 0.5424 d1.loss_cls: 0.4007, d1.loss_bbox: 0.3833 d2.loss_cls: 0.4642, d2.loss_bbox: 0.4580 d3.loss_cls: 0.4399, d3.loss_bbox: 0.4622 d4.loss_cls: 0.5415, d4.loss_bbox: 0.4866, loss: 4.3815, grad_norm: 55.0167
2024-03-24 20:30:06,962 - my_logger - INFO - 2024-03-28 15:05:02,000 - mmdet - INFO - Epoch [39][950/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5882, loss_bbox: 0.5974, d0.loss_cls: 0.5409, d0.loss_bbox: 0.4212 d1.loss_cls: 0.4716, d1.loss_bbox: 0.3943 d2.loss_cls: 0.3654, d2.loss_bbox: 0.3500 d3.loss_cls: 0.3473, d3.loss_bbox: 0.4682 d4.loss_cls: 0.4858, d4.loss_bbox: 0.4719, loss: 4.2880, grad_norm: 59.3131
2024-03-24 20:30:06,963 - my_logger - INFO - 2024-03-28 15:07:02,000 - mmdet - INFO - Epoch [39][1000/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5004, loss_bbox: 0.5819, d0.loss_cls: 0.3878, d0.loss_bbox: 0.4080 d1.loss_cls: 0.3597, d1.loss_bbox: 0.5989 d2.loss_cls: 0.3171, d2.loss_bbox: 0.4848 d3.loss_cls: 0.4130, d3.loss_bbox: 0.5635 d4.loss_cls: 0.5692, d4.loss_bbox: 0.5883, loss: 4.0306, grad_norm: 54.7551
2024-03-24 20:30:06,963 - my_logger - INFO - 2024-03-28 15:09:02,000 - mmdet - INFO - Epoch [39][1050/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2784, loss_bbox: 0.5312, d0.loss_cls: 0.3455, d0.loss_bbox: 0.4016 d1.loss_cls: 0.4721, d1.loss_bbox: 0.5341 d2.loss_cls: 0.5396, d2.loss_bbox: 0.4801 d3.loss_cls: 0.5365, d3.loss_bbox: 0.3237 d4.loss_cls: 0.3269, d4.loss_bbox: 0.3834, loss: 4.4545, grad_norm: 56.4008
2024-03-24 20:30:06,963 - my_logger - INFO - 2024-03-28 15:11:02,000 - mmdet - INFO - Epoch [39][1100/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3816, loss_bbox: 0.5129, d0.loss_cls: 0.3943, d0.loss_bbox: 0.5131 d1.loss_cls: 0.5485, d1.loss_bbox: 0.3193 d2.loss_cls: 0.3239, d2.loss_bbox: 0.3477 d3.loss_cls: 0.4411, d3.loss_bbox: 0.3678 d4.loss_cls: 0.5671, d4.loss_bbox: 0.3419, loss: 4.5881, grad_norm: 51.3259
2024-03-24 20:30:06,964 - my_logger - INFO - 2024-03-28 15:13:02,000 - mmdet - INFO - Epoch [39][1150/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2657, loss_bbox: 0.5004, d0.loss_cls: 0.3137, d0.loss_bbox: 0.5884 d1.loss_cls: 0.5342, d1.loss_bbox: 0.3899 d2.loss_cls: 0.4853, d2.loss_bbox: 0.3189 d3.loss_cls: 0.4966, d3.loss_bbox: 0.5155 d4.loss_cls: 0.3023, d4.loss_bbox: 0.3608, loss: 4.1631, grad_norm: 59.4982
2024-03-24 20:30:06,964 - my_logger - INFO - 2024-03-28 15:15:02,000 - mmdet - INFO - Epoch [39][1200/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5254, loss_bbox: 0.3601, d0.loss_cls: 0.3620, d0.loss_bbox: 0.5611 d1.loss_cls: 0.3963, d1.loss_bbox: 0.4656 d2.loss_cls: 0.3662, d2.loss_bbox: 0.5649 d3.loss_cls: 0.3063, d3.loss_bbox: 0.4817 d4.loss_cls: 0.4998, d4.loss_bbox: 0.3670, loss: 4.6482, grad_norm: 58.6543
2024-03-24 20:30:06,965 - my_logger - INFO - 2024-03-28 15:17:02,000 - mmdet - INFO - Epoch [39][1250/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5692, loss_bbox: 0.5675, d0.loss_cls: 0.3387, d0.loss_bbox: 0.5435 d1.loss_cls: 0.5930, d1.loss_bbox: 0.3127 d2.loss_cls: 0.5857, d2.loss_bbox: 0.3209 d3.loss_cls: 0.4628, d3.loss_bbox: 0.3700 d4.loss_cls: 0.5029, d4.loss_bbox: 0.4451, loss: 4.3430, grad_norm: 50.7616
2024-03-24 20:30:06,971 - my_logger - INFO - 2024-03-28 15:19:02,000 - mmdet - INFO - Epoch [39][1300/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2966, loss_bbox: 0.5052, d0.loss_cls: 0.3647, d0.loss_bbox: 0.3583 d1.loss_cls: 0.5215, d1.loss_bbox: 0.5918 d2.loss_cls: 0.5920, d2.loss_bbox: 0.5582 d3.loss_cls: 0.4729, d3.loss_bbox: 0.4316 d4.loss_cls: 0.5091, d4.loss_bbox: 0.3208, loss: 4.1432, grad_norm: 51.1040
2024-03-24 20:30:06,971 - my_logger - INFO - 2024-03-28 15:21:02,000 - mmdet - INFO - Epoch [39][1350/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3687, loss_bbox: 0.3546, d0.loss_cls: 0.5240, d0.loss_bbox: 0.5358 d1.loss_cls: 0.3716, d1.loss_bbox: 0.4496 d2.loss_cls: 0.4262, d2.loss_bbox: 0.3803 d3.loss_cls: 0.5561, d3.loss_bbox: 0.3033 d4.loss_cls: 0.4401, d4.loss_bbox: 0.3078, loss: 4.5348, grad_norm: 53.8761
2024-03-24 20:30:06,972 - my_logger - INFO - 2024-03-28 15:23:02,000 - mmdet - INFO - Epoch [39][1400/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5947, loss_bbox: 0.5660, d0.loss_cls: 0.4329, d0.loss_bbox: 0.4428 d1.loss_cls: 0.5297, d1.loss_bbox: 0.4073 d2.loss_cls: 0.3622, d2.loss_bbox: 0.5260 d3.loss_cls: 0.3986, d3.loss_bbox: 0.4101 d4.loss_cls: 0.5907, d4.loss_bbox: 0.5765, loss: 4.2883, grad_norm: 59.9161
2024-03-24 20:30:06,972 - my_logger - INFO - 2024-03-28 15:25:02,000 - mmdet - INFO - Epoch [39][1450/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4887, loss_bbox: 0.4026, d0.loss_cls: 0.4570, d0.loss_bbox: 0.5412 d1.loss_cls: 0.5630, d1.loss_bbox: 0.5163 d2.loss_cls: 0.4737, d2.loss_bbox: 0.5445 d3.loss_cls: 0.4081, d3.loss_bbox: 0.4725 d4.loss_cls: 0.5211, d4.loss_bbox: 0.5620, loss: 4.5898, grad_norm: 51.8619
2024-03-24 20:30:06,973 - my_logger - INFO - 2024-03-28 15:27:02,000 - mmdet - INFO - Epoch [39][1500/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5562, loss_bbox: 0.5962, d0.loss_cls: 0.3301, d0.loss_bbox: 0.4840 d1.loss_cls: 0.5034, d1.loss_bbox: 0.4640 d2.loss_cls: 0.4231, d2.loss_bbox: 0.3820 d3.loss_cls: 0.3275, d3.loss_bbox: 0.5998 d4.loss_cls: 0.4734, d4.loss_bbox: 0.4234, loss: 4.9047, grad_norm: 53.9079
2024-03-24 20:30:06,973 - my_logger - INFO - 2024-03-28 15:29:02,000 - mmdet - INFO - Epoch [39][1550/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4296, loss_bbox: 0.5970, d0.loss_cls: 0.4489, d0.loss_bbox: 0.4868 d1.loss_cls: 0.5110, d1.loss_bbox: 0.5338 d2.loss_cls: 0.3724, d2.loss_bbox: 0.5932 d3.loss_cls: 0.3974, d3.loss_bbox: 0.5573 d4.loss_cls: 0.4740, d4.loss_bbox: 0.4266, loss: 3.5452, grad_norm: 59.3999
2024-03-24 20:30:06,973 - my_logger - INFO - 2024-03-28 15:31:02,000 - mmdet - INFO - Epoch [39][1600/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4424, loss_bbox: 0.5061, d0.loss_cls: 0.3099, d0.loss_bbox: 0.3428 d1.loss_cls: 0.4416, d1.loss_bbox: 0.4694 d2.loss_cls: 0.5908, d2.loss_bbox: 0.5648 d3.loss_cls: 0.3421, d3.loss_bbox: 0.5296 d4.loss_cls: 0.3947, d4.loss_bbox: 0.3096, loss: 4.3338, grad_norm: 59.7828
2024-03-24 20:30:06,974 - my_logger - INFO - 2024-03-28 15:33:02,000 - mmdet - INFO - Epoch [39][1650/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2842, loss_bbox: 0.4572, d0.loss_cls: 0.3978, d0.loss_bbox: 0.5256 d1.loss_cls: 0.5729, d1.loss_bbox: 0.5067 d2.loss_cls: 0.4851, d2.loss_bbox: 0.5696 d3.loss_cls: 0.4348, d3.loss_bbox: 0.3377 d4.loss_cls: 0.5712, d4.loss_bbox: 0.5417, loss: 3.7271, grad_norm: 52.0366
2024-03-24 20:30:06,974 - my_logger - INFO - 2024-03-28 15:35:02,000 - mmdet - INFO - Epoch [39][1700/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5183, loss_bbox: 0.3792, d0.loss_cls: 0.3491, d0.loss_bbox: 0.5795 d1.loss_cls: 0.4678, d1.loss_bbox: 0.5011 d2.loss_cls: 0.4911, d2.loss_bbox: 0.3515 d3.loss_cls: 0.5893, d3.loss_bbox: 0.4894 d4.loss_cls: 0.4636, d4.loss_bbox: 0.5274, loss: 4.2423, grad_norm: 50.7159
2024-03-24 20:30:06,974 - my_logger - INFO - 2024-03-28 15:37:02,000 - mmdet - INFO - Epoch [39][1750/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4862, loss_bbox: 0.4797, d0.loss_cls: 0.5782, d0.loss_bbox: 0.5111 d1.loss_cls: 0.5383, d1.loss_bbox: 0.3856 d2.loss_cls: 0.3724, d2.loss_bbox: 0.5095 d3.loss_cls: 0.3473, d3.loss_bbox: 0.3266 d4.loss_cls: 0.4410, d4.loss_bbox: 0.3439, loss: 3.7521, grad_norm: 55.5989
2024-03-24 20:30:06,975 - my_logger - INFO - 2024-03-28 15:39:02,000 - mmdet - INFO - Epoch [39][1800/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5262, loss_bbox: 0.3984, d0.loss_cls: 0.3983, d0.loss_bbox: 0.3621 d1.loss_cls: 0.3253, d1.loss_bbox: 0.4394 d2.loss_cls: 0.4244, d2.loss_bbox: 0.4172 d3.loss_cls: 0.4512, d3.loss_bbox: 0.4548 d4.loss_cls: 0.5560, d4.loss_bbox: 0.4931, loss: 4.6989, grad_norm: 59.0385
2024-03-24 20:30:06,975 - my_logger - INFO - 2024-03-28 15:41:02,000 - mmdet - INFO - Epoch [39][1850/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4672, loss_bbox: 0.3166, d0.loss_cls: 0.3437, d0.loss_bbox: 0.4150 d1.loss_cls: 0.4378, d1.loss_bbox: 0.4509 d2.loss_cls: 0.4414, d2.loss_bbox: 0.4484 d3.loss_cls: 0.3413, d3.loss_bbox: 0.4602 d4.loss_cls: 0.4789, d4.loss_bbox: 0.3319, loss: 3.6645, grad_norm: 59.8465
2024-03-24 20:30:06,976 - my_logger - INFO - 2024-03-28 15:43:02,000 - mmdet - INFO - Epoch [39][1900/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3561, loss_bbox: 0.4886, d0.loss_cls: 0.5772, d0.loss_bbox: 0.3007 d1.loss_cls: 0.4773, d1.loss_bbox: 0.4400 d2.loss_cls: 0.5206, d2.loss_bbox: 0.3164 d3.loss_cls: 0.5138, d3.loss_bbox: 0.4632 d4.loss_cls: 0.5381, d4.loss_bbox: 0.3617, loss: 3.8556, grad_norm: 52.3769
2024-03-24 20:30:06,976 - my_logger - INFO - 2024-03-28 15:45:02,000 - mmdet - INFO - Epoch [39][1950/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2719, loss_bbox: 0.5348, d0.loss_cls: 0.3207, d0.loss_bbox: 0.5320 d1.loss_cls: 0.3157, d1.loss_bbox: 0.5618 d2.loss_cls: 0.5716, d2.loss_bbox: 0.4932 d3.loss_cls: 0.4190, d3.loss_bbox: 0.3590 d4.loss_cls: 0.5443, d4.loss_bbox: 0.3380, loss: 4.8953, grad_norm: 50.2605
2024-03-24 20:30:06,977 - my_logger - INFO - 2024-03-28 15:47:02,000 - mmdet - INFO - Epoch [39][2000/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3105, loss_bbox: 0.4233, d0.loss_cls: 0.3754, d0.loss_bbox: 0.5847 d1.loss_cls: 0.4752, d1.loss_bbox: 0.3999 d2.loss_cls: 0.5942, d2.loss_bbox: 0.4646 d3.loss_cls: 0.4525, d3.loss_bbox: 0.3395 d4.loss_cls: 0.4622, d4.loss_bbox: 0.3831, loss: 4.3031, grad_norm: 56.3435
2024-03-24 20:30:06,977 - my_logger - INFO - 2024-03-28 15:49:02,000 - mmdet - INFO - Epoch [39][2050/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3861, loss_bbox: 0.5393, d0.loss_cls: 0.5255, d0.loss_bbox: 0.3855 d1.loss_cls: 0.4765, d1.loss_bbox: 0.4880 d2.loss_cls: 0.3277, d2.loss_bbox: 0.4877 d3.loss_cls: 0.4066, d3.loss_bbox: 0.4569 d4.loss_cls: 0.3663, d4.loss_bbox: 0.4180, loss: 3.7455, grad_norm: 54.7950
2024-03-24 20:30:06,978 - my_logger - INFO - 2024-03-28 15:51:02,000 - mmdet - INFO - Epoch [39][2100/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2689, loss_bbox: 0.3918, d0.loss_cls: 0.3159, d0.loss_bbox: 0.5553 d1.loss_cls: 0.3738, d1.loss_bbox: 0.5127 d2.loss_cls: 0.5661, d2.loss_bbox: 0.3844 d3.loss_cls: 0.3103, d3.loss_bbox: 0.3863 d4.loss_cls: 0.3125, d4.loss_bbox: 0.3761, loss: 4.3011, grad_norm: 50.6013
2024-03-24 20:30:06,978 - my_logger - INFO - 2024-03-28 15:53:02,000 - mmdet - INFO - Epoch [39][2150/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2525, loss_bbox: 0.4098, d0.loss_cls: 0.3341, d0.loss_bbox: 0.4125 d1.loss_cls: 0.3873, d1.loss_bbox: 0.3126 d2.loss_cls: 0.4301, d2.loss_bbox: 0.4634 d3.loss_cls: 0.5692, d3.loss_bbox: 0.5870 d4.loss_cls: 0.4306, d4.loss_bbox: 0.5894, loss: 4.0559, grad_norm: 51.2909
2024-03-24 20:30:06,979 - my_logger - INFO - 2024-03-28 15:55:02,000 - mmdet - INFO - Epoch [39][2200/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3158, loss_bbox: 0.3054, d0.loss_cls: 0.3474, d0.loss_bbox: 0.5492 d1.loss_cls: 0.4645, d1.loss_bbox: 0.3032 d2.loss_cls: 0.4432, d2.loss_bbox: 0.4567 d3.loss_cls: 0.5048, d3.loss_bbox: 0.3232 d4.loss_cls: 0.3587, d4.loss_bbox: 0.4766, loss: 3.9468, grad_norm: 56.6183
2024-03-24 20:30:06,979 - my_logger - INFO - 2024-03-28 15:57:02,000 - mmdet - INFO - Epoch [39][2250/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3406, loss_bbox: 0.4748, d0.loss_cls: 0.4146, d0.loss_bbox: 0.4716 d1.loss_cls: 0.5204, d1.loss_bbox: 0.4888 d2.loss_cls: 0.4310, d2.loss_bbox: 0.5396 d3.loss_cls: 0.3297, d3.loss_bbox: 0.3150 d4.loss_cls: 0.5903, d4.loss_bbox: 0.5698, loss: 4.1014, grad_norm: 52.7690
2024-03-24 20:30:06,979 - my_logger - INFO - 2024-03-28 15:59:02,000 - mmdet - INFO - Epoch [39][2300/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2878, loss_bbox: 0.3957, d0.loss_cls: 0.3085, d0.loss_bbox: 0.3698 d1.loss_cls: 0.5541, d1.loss_bbox: 0.5197 d2.loss_cls: 0.4945, d2.loss_bbox: 0.4459 d3.loss_cls: 0.5657, d3.loss_bbox: 0.3938 d4.loss_cls: 0.5637, d4.loss_bbox: 0.5719, loss: 4.9411, grad_norm: 50.3977
2024-03-24 20:30:06,980 - my_logger - INFO - 2024-03-28 16:01:02,000 - mmdet - INFO - Epoch [39][2350/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3677, loss_bbox: 0.5438, d0.loss_cls: 0.3720, d0.loss_bbox: 0.5827 d1.loss_cls: 0.3710, d1.loss_bbox: 0.3829 d2.loss_cls: 0.3844, d2.loss_bbox: 0.5716 d3.loss_cls: 0.5772, d3.loss_bbox: 0.3767 d4.loss_cls: 0.3137, d4.loss_bbox: 0.4660, loss: 3.5576, grad_norm: 58.9792
2024-03-24 20:30:06,980 - my_logger - INFO - 2024-03-28 16:03:02,000 - mmdet - INFO - Epoch [39][2400/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3393, loss_bbox: 0.4688, d0.loss_cls: 0.4037, d0.loss_bbox: 0.5046 d1.loss_cls: 0.3929, d1.loss_bbox: 0.4068 d2.loss_cls: 0.3170, d2.loss_bbox: 0.4492 d3.loss_cls: 0.3694, d3.loss_bbox: 0.4061 d4.loss_cls: 0.5066, d4.loss_bbox: 0.4607, loss: 4.6603, grad_norm: 52.8693
2024-03-24 20:30:06,980 - my_logger - INFO - 2024-03-28 16:05:02,000 - mmdet - INFO - Epoch [39][2450/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5379, loss_bbox: 0.4773, d0.loss_cls: 0.4444, d0.loss_bbox: 0.3177 d1.loss_cls: 0.3710, d1.loss_bbox: 0.4641 d2.loss_cls: 0.5036, d2.loss_bbox: 0.5372 d3.loss_cls: 0.3382, d3.loss_bbox: 0.3143 d4.loss_cls: 0.5201, d4.loss_bbox: 0.3026, loss: 4.4892, grad_norm: 58.3508
2024-03-24 20:30:06,981 - my_logger - INFO - 2024-03-28 16:07:02,000 - mmdet - INFO - Epoch [39][2500/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5890, loss_bbox: 0.5381, d0.loss_cls: 0.3298, d0.loss_bbox: 0.4882 d1.loss_cls: 0.3920, d1.loss_bbox: 0.5331 d2.loss_cls: 0.5521, d2.loss_bbox: 0.5467 d3.loss_cls: 0.5022, d3.loss_bbox: 0.5086 d4.loss_cls: 0.5220, d4.loss_bbox: 0.3128, loss: 3.7658, grad_norm: 53.8596
2024-03-24 20:30:06,988 - my_logger - INFO - 2024-03-28 16:09:02,000 - mmdet - INFO - Epoch [39][2550/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3031, loss_bbox: 0.5190, d0.loss_cls: 0.3597, d0.loss_bbox: 0.3021 d1.loss_cls: 0.3539, d1.loss_bbox: 0.4001 d2.loss_cls: 0.4235, d2.loss_bbox: 0.3493 d3.loss_cls: 0.3044, d3.loss_bbox: 0.5675 d4.loss_cls: 0.4964, d4.loss_bbox: 0.3866, loss: 3.7739, grad_norm: 57.4252
2024-03-24 20:30:06,991 - my_logger - INFO - 2024-03-28 16:11:02,000 - mmdet - INFO - Epoch [39][2600/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5292, loss_bbox: 0.4226, d0.loss_cls: 0.5457, d0.loss_bbox: 0.4644 d1.loss_cls: 0.3842, d1.loss_bbox: 0.4337 d2.loss_cls: 0.5124, d2.loss_bbox: 0.5652 d3.loss_cls: 0.3270, d3.loss_bbox: 0.3319 d4.loss_cls: 0.3491, d4.loss_bbox: 0.5911, loss: 4.4414, grad_norm: 58.9681
2024-03-24 20:30:06,991 - my_logger - INFO - 2024-03-28 16:13:02,000 - mmdet - INFO - Epoch [39][2650/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3933, loss_bbox: 0.5537, d0.loss_cls: 0.4934, d0.loss_bbox: 0.3747 d1.loss_cls: 0.3721, d1.loss_bbox: 0.3208 d2.loss_cls: 0.3160, d2.loss_bbox: 0.5346 d3.loss_cls: 0.4626, d3.loss_bbox: 0.3476 d4.loss_cls: 0.5336, d4.loss_bbox: 0.3526, loss: 3.7562, grad_norm: 56.1426
2024-03-24 20:30:06,991 - my_logger - INFO - 2024-03-28 16:15:02,000 - mmdet - INFO - Epoch [39][2700/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3645, loss_bbox: 0.3592, d0.loss_cls: 0.5693, d0.loss_bbox: 0.4979 d1.loss_cls: 0.4135, d1.loss_bbox: 0.3887 d2.loss_cls: 0.3928, d2.loss_bbox: 0.5046 d3.loss_cls: 0.4240, d3.loss_bbox: 0.4756 d4.loss_cls: 0.5342, d4.loss_bbox: 0.4676, loss: 4.7861, grad_norm: 50.2753
2024-03-24 20:30:06,992 - my_logger - INFO - 2024-03-28 16:17:02,000 - mmdet - INFO - Epoch [39][2750/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5696, loss_bbox: 0.5329, d0.loss_cls: 0.5308, d0.loss_bbox: 0.3864 d1.loss_cls: 0.4344, d1.loss_bbox: 0.3012 d2.loss_cls: 0.4315, d2.loss_bbox: 0.4777 d3.loss_cls: 0.3058, d3.loss_bbox: 0.4153 d4.loss_cls: 0.4026, d4.loss_bbox: 0.5935, loss: 4.1985, grad_norm: 50.0433
2024-03-24 20:30:06,992 - my_logger - INFO - 2024-03-28 16:19:02,000 - mmdet - INFO - Epoch [39][2800/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5971, loss_bbox: 0.4243, d0.loss_cls: 0.5731, d0.loss_bbox: 0.5217 d1.loss_cls: 0.4737, d1.loss_bbox: 0.5988 d2.loss_cls: 0.3634, d2.loss_bbox: 0.5416 d3.loss_cls: 0.3736, d3.loss_bbox: 0.3264 d4.loss_cls: 0.4195, d4.loss_bbox: 0.3751, loss: 3.5634, grad_norm: 58.0363
2024-03-24 20:30:06,993 - my_logger - INFO - 2024-03-28 16:21:02,000 - mmdet - INFO - Epoch [39][2850/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3104, loss_bbox: 0.4891, d0.loss_cls: 0.5219, d0.loss_bbox: 0.3672 d1.loss_cls: 0.4114, d1.loss_bbox: 0.4370 d2.loss_cls: 0.5407, d2.loss_bbox: 0.5423 d3.loss_cls: 0.3255, d3.loss_bbox: 0.5690 d4.loss_cls: 0.4415, d4.loss_bbox: 0.5933, loss: 4.9748, grad_norm: 55.5206
2024-03-24 20:30:06,993 - my_logger - INFO - 2024-03-28 16:23:02,000 - mmdet - INFO - Epoch [39][2900/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4697, loss_bbox: 0.5650, d0.loss_cls: 0.4437, d0.loss_bbox: 0.3081 d1.loss_cls: 0.3898, d1.loss_bbox: 0.5873 d2.loss_cls: 0.4111, d2.loss_bbox: 0.4151 d3.loss_cls: 0.4855, d3.loss_bbox: 0.4780 d4.loss_cls: 0.4056, d4.loss_bbox: 0.5782, loss: 3.5010, grad_norm: 53.5228
2024-03-24 20:30:06,994 - my_logger - INFO - 2024-03-28 16:25:02,000 - mmdet - INFO - Epoch [39][2950/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4534, loss_bbox: 0.3372, d0.loss_cls: 0.3910, d0.loss_bbox: 0.5276 d1.loss_cls: 0.4215, d1.loss_bbox: 0.4769 d2.loss_cls: 0.4828, d2.loss_bbox: 0.5987 d3.loss_cls: 0.4384, d3.loss_bbox: 0.5144 d4.loss_cls: 0.3446, d4.loss_bbox: 0.4745, loss: 4.0335, grad_norm: 52.7118
2024-03-24 20:30:06,995 - my_logger - INFO - 2024-03-28 16:27:02,000 - mmdet - INFO - Epoch [39][3000/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2812, loss_bbox: 0.3421, d0.loss_cls: 0.4758, d0.loss_bbox: 0.5421 d1.loss_cls: 0.4961, d1.loss_bbox: 0.4605 d2.loss_cls: 0.3270, d2.loss_bbox: 0.3690 d3.loss_cls: 0.3558, d3.loss_bbox: 0.5226 d4.loss_cls: 0.4485, d4.loss_bbox: 0.3639, loss: 4.7862, grad_norm: 50.5012
2024-03-24 20:30:06,995 - my_logger - INFO - 2024-03-28 16:29:02,000 - mmdet - INFO - Epoch [39][3050/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3451, loss_bbox: 0.4703, d0.loss_cls: 0.4074, d0.loss_bbox: 0.3120 d1.loss_cls: 0.5558, d1.loss_bbox: 0.5805 d2.loss_cls: 0.4818, d2.loss_bbox: 0.4536 d3.loss_cls: 0.3348, d3.loss_bbox: 0.4474 d4.loss_cls: 0.3902, d4.loss_bbox: 0.4992, loss: 4.7052, grad_norm: 57.1537
2024-03-24 20:30:06,996 - my_logger - INFO - 2024-03-28 16:31:02,000 - mmdet - INFO - Epoch [39][3100/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4876, loss_bbox: 0.3242, d0.loss_cls: 0.4954, d0.loss_bbox: 0.5754 d1.loss_cls: 0.5060, d1.loss_bbox: 0.5274 d2.loss_cls: 0.5386, d2.loss_bbox: 0.3429 d3.loss_cls: 0.5303, d3.loss_bbox: 0.4333 d4.loss_cls: 0.4879, d4.loss_bbox: 0.5441, loss: 4.9952, grad_norm: 56.6093
2024-03-24 20:30:06,996 - my_logger - INFO - 2024-03-28 16:33:02,000 - mmdet - INFO - Epoch [39][3150/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5760, loss_bbox: 0.3154, d0.loss_cls: 0.4518, d0.loss_bbox: 0.5690 d1.loss_cls: 0.4252, d1.loss_bbox: 0.3583 d2.loss_cls: 0.5388, d2.loss_bbox: 0.3855 d3.loss_cls: 0.3096, d3.loss_bbox: 0.4480 d4.loss_cls: 0.3297, d4.loss_bbox: 0.5148, loss: 4.8817, grad_norm: 51.9348
2024-03-24 20:30:06,996 - my_logger - INFO - 2024-03-28 16:35:02,000 - mmdet - INFO - Epoch [39][3200/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4974, loss_bbox: 0.4227, d0.loss_cls: 0.3918, d0.loss_bbox: 0.4883 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4532 d2.loss_cls: 0.5825, d2.loss_bbox: 0.3767 d3.loss_cls: 0.4378, d3.loss_bbox: 0.4095 d4.loss_cls: 0.4325, d4.loss_bbox: 0.4032, loss: 4.5071, grad_norm: 52.2881
2024-03-24 20:30:07,003 - my_logger - INFO - 2024-03-28 16:37:02,000 - mmdet - INFO - Epoch [39][3250/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4488, loss_bbox: 0.3255, d0.loss_cls: 0.4899, d0.loss_bbox: 0.5693 d1.loss_cls: 0.3528, d1.loss_bbox: 0.5301 d2.loss_cls: 0.3479, d2.loss_bbox: 0.5751 d3.loss_cls: 0.3224, d3.loss_bbox: 0.4744 d4.loss_cls: 0.5293, d4.loss_bbox: 0.4807, loss: 4.0498, grad_norm: 53.2876
2024-03-24 20:30:07,003 - my_logger - INFO - 2024-03-28 16:39:02,000 - mmdet - INFO - Epoch [39][3300/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4359, loss_bbox: 0.5306, d0.loss_cls: 0.5818, d0.loss_bbox: 0.4960 d1.loss_cls: 0.5879, d1.loss_bbox: 0.4286 d2.loss_cls: 0.5783, d2.loss_bbox: 0.4744 d3.loss_cls: 0.3709, d3.loss_bbox: 0.5815 d4.loss_cls: 0.3737, d4.loss_bbox: 0.3999, loss: 4.2209, grad_norm: 51.2490
2024-03-24 20:30:07,003 - my_logger - INFO - 2024-03-28 16:41:02,000 - mmdet - INFO - Epoch [39][3350/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2894, loss_bbox: 0.5609, d0.loss_cls: 0.5207, d0.loss_bbox: 0.5919 d1.loss_cls: 0.5892, d1.loss_bbox: 0.4084 d2.loss_cls: 0.4950, d2.loss_bbox: 0.3673 d3.loss_cls: 0.4848, d3.loss_bbox: 0.3282 d4.loss_cls: 0.5403, d4.loss_bbox: 0.4303, loss: 3.5257, grad_norm: 50.8010
2024-03-24 20:30:07,004 - my_logger - INFO - 2024-03-28 16:43:02,000 - mmdet - INFO - Epoch [39][3400/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5665, loss_bbox: 0.3296, d0.loss_cls: 0.4103, d0.loss_bbox: 0.5360 d1.loss_cls: 0.5126, d1.loss_bbox: 0.5633 d2.loss_cls: 0.4059, d2.loss_bbox: 0.4108 d3.loss_cls: 0.4761, d3.loss_bbox: 0.4316 d4.loss_cls: 0.4632, d4.loss_bbox: 0.5737, loss: 4.4746, grad_norm: 56.0009
2024-03-24 20:30:07,004 - my_logger - INFO - 2024-03-28 16:45:02,000 - mmdet - INFO - Epoch [39][3450/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5538, loss_bbox: 0.4163, d0.loss_cls: 0.4293, d0.loss_bbox: 0.4610 d1.loss_cls: 0.5649, d1.loss_bbox: 0.4078 d2.loss_cls: 0.3132, d2.loss_bbox: 0.3478 d3.loss_cls: 0.3141, d3.loss_bbox: 0.5153 d4.loss_cls: 0.4922, d4.loss_bbox: 0.4297, loss: 3.7043, grad_norm: 50.0142
2024-03-24 20:30:07,005 - my_logger - INFO - 2024-03-28 16:47:02,000 - mmdet - INFO - Epoch [39][3500/3517][Batch size: 50]	lr: 7.983e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4075, loss_bbox: 0.5817, d0.loss_cls: 0.4356, d0.loss_bbox: 0.4463 d1.loss_cls: 0.3532, d1.loss_bbox: 0.5501 d2.loss_cls: 0.5600, d2.loss_bbox: 0.3802 d3.loss_cls: 0.3402, d3.loss_bbox: 0.3455 d4.loss_cls: 0.4427, d4.loss_bbox: 0.4289, loss: 4.0569, grad_norm: 55.0990
2024-03-24 20:30:07,005 - my_logger - INFO - 2024-03-28 16:49:02,000 - mmdet - INFO - Epoch [40][0/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3214, loss_bbox: 0.5686, d0.loss_cls: 0.5609, d0.loss_bbox: 0.3982 d1.loss_cls: 0.3206, d1.loss_bbox: 0.3610 d2.loss_cls: 0.3059, d2.loss_bbox: 0.5264 d3.loss_cls: 0.3506, d3.loss_bbox: 0.5250 d4.loss_cls: 0.3169, d4.loss_bbox: 0.5514, loss: 3.5568, grad_norm: 56.2598
2024-03-24 20:30:07,005 - my_logger - INFO - 2024-03-28 16:51:02,000 - mmdet - INFO - Epoch [40][50/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.5928, d0.loss_cls: 0.3642, d0.loss_bbox: 0.5192 d1.loss_cls: 0.4828, d1.loss_bbox: 0.5954 d2.loss_cls: 0.3511, d2.loss_bbox: 0.4242 d3.loss_cls: 0.4016, d3.loss_bbox: 0.4798 d4.loss_cls: 0.3908, d4.loss_bbox: 0.5649, loss: 3.5471, grad_norm: 52.7482
2024-03-24 20:30:07,006 - my_logger - INFO - 2024-03-28 16:53:02,000 - mmdet - INFO - Epoch [40][100/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4061, loss_bbox: 0.5429, d0.loss_cls: 0.5209, d0.loss_bbox: 0.5792 d1.loss_cls: 0.4942, d1.loss_bbox: 0.3669 d2.loss_cls: 0.5078, d2.loss_bbox: 0.3116 d3.loss_cls: 0.5555, d3.loss_bbox: 0.5119 d4.loss_cls: 0.5725, d4.loss_bbox: 0.4531, loss: 3.6923, grad_norm: 57.8512
2024-03-24 20:30:07,006 - my_logger - INFO - 2024-03-28 16:55:02,000 - mmdet - INFO - Epoch [40][150/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2905, loss_bbox: 0.3966, d0.loss_cls: 0.3865, d0.loss_bbox: 0.3047 d1.loss_cls: 0.5354, d1.loss_bbox: 0.3134 d2.loss_cls: 0.4360, d2.loss_bbox: 0.5637 d3.loss_cls: 0.3081, d3.loss_bbox: 0.5628 d4.loss_cls: 0.5571, d4.loss_bbox: 0.5514, loss: 4.7550, grad_norm: 55.1027
2024-03-24 20:30:07,006 - my_logger - INFO - 2024-03-28 16:57:02,000 - mmdet - INFO - Epoch [40][200/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5136, loss_bbox: 0.5549, d0.loss_cls: 0.4977, d0.loss_bbox: 0.5802 d1.loss_cls: 0.4935, d1.loss_bbox: 0.3092 d2.loss_cls: 0.4679, d2.loss_bbox: 0.4186 d3.loss_cls: 0.3947, d3.loss_bbox: 0.5475 d4.loss_cls: 0.4677, d4.loss_bbox: 0.5822, loss: 4.2705, grad_norm: 50.4015
2024-03-24 20:30:07,007 - my_logger - INFO - 2024-03-28 16:59:02,000 - mmdet - INFO - Epoch [40][250/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3426, loss_bbox: 0.3287, d0.loss_cls: 0.4910, d0.loss_bbox: 0.3426 d1.loss_cls: 0.4538, d1.loss_bbox: 0.4394 d2.loss_cls: 0.5324, d2.loss_bbox: 0.3318 d3.loss_cls: 0.3071, d3.loss_bbox: 0.5774 d4.loss_cls: 0.5621, d4.loss_bbox: 0.4056, loss: 4.0184, grad_norm: 54.4983
2024-03-24 20:30:07,007 - my_logger - INFO - 2024-03-28 17:01:02,000 - mmdet - INFO - Epoch [40][300/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5718, loss_bbox: 0.5652, d0.loss_cls: 0.4620, d0.loss_bbox: 0.4084 d1.loss_cls: 0.5406, d1.loss_bbox: 0.4852 d2.loss_cls: 0.4031, d2.loss_bbox: 0.3291 d3.loss_cls: 0.3814, d3.loss_bbox: 0.5548 d4.loss_cls: 0.5343, d4.loss_bbox: 0.5773, loss: 3.6734, grad_norm: 57.2078
2024-03-24 20:30:07,008 - my_logger - INFO - 2024-03-28 17:03:02,000 - mmdet - INFO - Epoch [40][350/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5066, loss_bbox: 0.4197, d0.loss_cls: 0.4337, d0.loss_bbox: 0.3086 d1.loss_cls: 0.5463, d1.loss_bbox: 0.3837 d2.loss_cls: 0.5133, d2.loss_bbox: 0.3336 d3.loss_cls: 0.5155, d3.loss_bbox: 0.5325 d4.loss_cls: 0.5505, d4.loss_bbox: 0.5910, loss: 4.3975, grad_norm: 54.3290
2024-03-24 20:30:07,008 - my_logger - INFO - 2024-03-28 17:05:02,000 - mmdet - INFO - Epoch [40][400/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2722, loss_bbox: 0.4126, d0.loss_cls: 0.4090, d0.loss_bbox: 0.4158 d1.loss_cls: 0.3798, d1.loss_bbox: 0.3251 d2.loss_cls: 0.5481, d2.loss_bbox: 0.5092 d3.loss_cls: 0.3157, d3.loss_bbox: 0.5578 d4.loss_cls: 0.3262, d4.loss_bbox: 0.3206, loss: 4.5713, grad_norm: 54.9699
2024-03-24 20:30:07,008 - my_logger - INFO - 2024-03-28 17:07:02,000 - mmdet - INFO - Epoch [40][450/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3494, loss_bbox: 0.3117, d0.loss_cls: 0.4380, d0.loss_bbox: 0.4023 d1.loss_cls: 0.5100, d1.loss_bbox: 0.4399 d2.loss_cls: 0.4557, d2.loss_bbox: 0.4328 d3.loss_cls: 0.5802, d3.loss_bbox: 0.5934 d4.loss_cls: 0.4367, d4.loss_bbox: 0.3504, loss: 4.7999, grad_norm: 56.8397
2024-03-24 20:30:07,009 - my_logger - INFO - 2024-03-28 17:09:02,000 - mmdet - INFO - Epoch [40][500/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4835, loss_bbox: 0.3588, d0.loss_cls: 0.3194, d0.loss_bbox: 0.4692 d1.loss_cls: 0.3582, d1.loss_bbox: 0.5965 d2.loss_cls: 0.5707, d2.loss_bbox: 0.3202 d3.loss_cls: 0.5300, d3.loss_bbox: 0.3370 d4.loss_cls: 0.4312, d4.loss_bbox: 0.3614, loss: 4.8695, grad_norm: 54.7779
2024-03-24 20:30:07,009 - my_logger - INFO - 2024-03-28 17:11:02,000 - mmdet - INFO - Epoch [40][550/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4873, loss_bbox: 0.3890, d0.loss_cls: 0.4381, d0.loss_bbox: 0.4611 d1.loss_cls: 0.5326, d1.loss_bbox: 0.5553 d2.loss_cls: 0.5786, d2.loss_bbox: 0.3429 d3.loss_cls: 0.4043, d3.loss_bbox: 0.3443 d4.loss_cls: 0.5642, d4.loss_bbox: 0.3033, loss: 4.2790, grad_norm: 59.7887
2024-03-24 20:30:07,009 - my_logger - INFO - 2024-03-28 17:13:02,000 - mmdet - INFO - Epoch [40][600/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4610, loss_bbox: 0.5490, d0.loss_cls: 0.5261, d0.loss_bbox: 0.4802 d1.loss_cls: 0.5386, d1.loss_bbox: 0.4245 d2.loss_cls: 0.3001, d2.loss_bbox: 0.3559 d3.loss_cls: 0.3577, d3.loss_bbox: 0.3968 d4.loss_cls: 0.5884, d4.loss_bbox: 0.5074, loss: 3.6211, grad_norm: 57.9618
2024-03-24 20:30:07,010 - my_logger - INFO - 2024-03-28 17:15:02,000 - mmdet - INFO - Epoch [40][650/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4944, loss_bbox: 0.3279, d0.loss_cls: 0.3075, d0.loss_bbox: 0.3449 d1.loss_cls: 0.5733, d1.loss_bbox: 0.5906 d2.loss_cls: 0.5904, d2.loss_bbox: 0.5125 d3.loss_cls: 0.3710, d3.loss_bbox: 0.3271 d4.loss_cls: 0.3508, d4.loss_bbox: 0.5916, loss: 4.3172, grad_norm: 59.0237
2024-03-24 20:30:07,010 - my_logger - INFO - 2024-03-28 17:17:02,000 - mmdet - INFO - Epoch [40][700/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3246, loss_bbox: 0.3952, d0.loss_cls: 0.5439, d0.loss_bbox: 0.3883 d1.loss_cls: 0.5060, d1.loss_bbox: 0.4221 d2.loss_cls: 0.3558, d2.loss_bbox: 0.5631 d3.loss_cls: 0.4720, d3.loss_bbox: 0.5487 d4.loss_cls: 0.3090, d4.loss_bbox: 0.3786, loss: 4.8174, grad_norm: 53.6472
2024-03-24 20:30:07,011 - my_logger - INFO - 2024-03-28 17:19:02,000 - mmdet - INFO - Epoch [40][750/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5237, loss_bbox: 0.5184, d0.loss_cls: 0.3602, d0.loss_bbox: 0.3268 d1.loss_cls: 0.3041, d1.loss_bbox: 0.3450 d2.loss_cls: 0.5737, d2.loss_bbox: 0.4217 d3.loss_cls: 0.5144, d3.loss_bbox: 0.4919 d4.loss_cls: 0.4671, d4.loss_bbox: 0.5226, loss: 4.3956, grad_norm: 53.9537
2024-03-24 20:30:07,011 - my_logger - INFO - 2024-03-28 17:21:02,000 - mmdet - INFO - Epoch [40][800/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5687, loss_bbox: 0.3023, d0.loss_cls: 0.3008, d0.loss_bbox: 0.3469 d1.loss_cls: 0.3966, d1.loss_bbox: 0.3303 d2.loss_cls: 0.4135, d2.loss_bbox: 0.3646 d3.loss_cls: 0.5268, d3.loss_bbox: 0.4263 d4.loss_cls: 0.4577, d4.loss_bbox: 0.5935, loss: 4.6042, grad_norm: 50.1706
2024-03-24 20:30:07,012 - my_logger - INFO - 2024-03-28 17:23:02,000 - mmdet - INFO - Epoch [40][850/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2724, loss_bbox: 0.5197, d0.loss_cls: 0.3007, d0.loss_bbox: 0.5044 d1.loss_cls: 0.4135, d1.loss_bbox: 0.3808 d2.loss_cls: 0.4028, d2.loss_bbox: 0.4151 d3.loss_cls: 0.5074, d3.loss_bbox: 0.5623 d4.loss_cls: 0.5373, d4.loss_bbox: 0.3917, loss: 3.6291, grad_norm: 54.9379
2024-03-24 20:30:07,012 - my_logger - INFO - 2024-03-28 17:25:02,000 - mmdet - INFO - Epoch [40][900/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5012, loss_bbox: 0.5465, d0.loss_cls: 0.3500, d0.loss_bbox: 0.4934 d1.loss_cls: 0.4530, d1.loss_bbox: 0.3173 d2.loss_cls: 0.4392, d2.loss_bbox: 0.5165 d3.loss_cls: 0.5850, d3.loss_bbox: 0.4651 d4.loss_cls: 0.5396, d4.loss_bbox: 0.4872, loss: 4.6957, grad_norm: 59.8068
2024-03-24 20:30:07,012 - my_logger - INFO - 2024-03-28 17:27:02,000 - mmdet - INFO - Epoch [40][950/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2999, loss_bbox: 0.3608, d0.loss_cls: 0.5043, d0.loss_bbox: 0.5939 d1.loss_cls: 0.3716, d1.loss_bbox: 0.4680 d2.loss_cls: 0.5951, d2.loss_bbox: 0.4445 d3.loss_cls: 0.5453, d3.loss_bbox: 0.5241 d4.loss_cls: 0.3023, d4.loss_bbox: 0.3102, loss: 4.9884, grad_norm: 57.5135
2024-03-24 20:30:07,019 - my_logger - INFO - 2024-03-28 17:29:02,000 - mmdet - INFO - Epoch [40][1000/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4191, loss_bbox: 0.3243, d0.loss_cls: 0.5677, d0.loss_bbox: 0.5984 d1.loss_cls: 0.5327, d1.loss_bbox: 0.3816 d2.loss_cls: 0.3606, d2.loss_bbox: 0.4529 d3.loss_cls: 0.4285, d3.loss_bbox: 0.5039 d4.loss_cls: 0.5132, d4.loss_bbox: 0.4825, loss: 3.8393, grad_norm: 52.0614
2024-03-24 20:30:07,019 - my_logger - INFO - 2024-03-28 17:31:02,000 - mmdet - INFO - Epoch [40][1050/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3028, loss_bbox: 0.4861, d0.loss_cls: 0.4012, d0.loss_bbox: 0.4712 d1.loss_cls: 0.3742, d1.loss_bbox: 0.5893 d2.loss_cls: 0.3084, d2.loss_bbox: 0.5211 d3.loss_cls: 0.3400, d3.loss_bbox: 0.3856 d4.loss_cls: 0.3869, d4.loss_bbox: 0.3176, loss: 4.3954, grad_norm: 50.3469
2024-03-24 20:30:07,020 - my_logger - INFO - 2024-03-28 17:33:02,000 - mmdet - INFO - Epoch [40][1100/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2903, loss_bbox: 0.4098, d0.loss_cls: 0.3580, d0.loss_bbox: 0.4346 d1.loss_cls: 0.5754, d1.loss_bbox: 0.3589 d2.loss_cls: 0.5369, d2.loss_bbox: 0.4459 d3.loss_cls: 0.4590, d3.loss_bbox: 0.3124 d4.loss_cls: 0.4754, d4.loss_bbox: 0.5868, loss: 4.1230, grad_norm: 59.6316
2024-03-24 20:30:07,020 - my_logger - INFO - 2024-03-28 17:35:02,000 - mmdet - INFO - Epoch [40][1150/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4038, loss_bbox: 0.4397, d0.loss_cls: 0.4188, d0.loss_bbox: 0.5697 d1.loss_cls: 0.4144, d1.loss_bbox: 0.4465 d2.loss_cls: 0.3092, d2.loss_bbox: 0.5624 d3.loss_cls: 0.5319, d3.loss_bbox: 0.5770 d4.loss_cls: 0.5799, d4.loss_bbox: 0.5466, loss: 4.5559, grad_norm: 56.5426
2024-03-24 20:30:07,020 - my_logger - INFO - 2024-03-28 17:37:02,000 - mmdet - INFO - Epoch [40][1200/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4798, loss_bbox: 0.3987, d0.loss_cls: 0.3385, d0.loss_bbox: 0.5344 d1.loss_cls: 0.3884, d1.loss_bbox: 0.3915 d2.loss_cls: 0.5615, d2.loss_bbox: 0.3429 d3.loss_cls: 0.5763, d3.loss_bbox: 0.4619 d4.loss_cls: 0.3223, d4.loss_bbox: 0.5995, loss: 4.6532, grad_norm: 58.8802
2024-03-24 20:30:07,021 - my_logger - INFO - 2024-03-28 17:39:02,000 - mmdet - INFO - Epoch [40][1250/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4540, loss_bbox: 0.3719, d0.loss_cls: 0.4942, d0.loss_bbox: 0.3625 d1.loss_cls: 0.4650, d1.loss_bbox: 0.5543 d2.loss_cls: 0.4199, d2.loss_bbox: 0.3216 d3.loss_cls: 0.4148, d3.loss_bbox: 0.5546 d4.loss_cls: 0.4558, d4.loss_bbox: 0.4555, loss: 4.5799, grad_norm: 52.2696
2024-03-24 20:30:07,021 - my_logger - INFO - 2024-03-28 17:41:02,000 - mmdet - INFO - Epoch [40][1300/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5310, loss_bbox: 0.3988, d0.loss_cls: 0.4649, d0.loss_bbox: 0.4341 d1.loss_cls: 0.3993, d1.loss_bbox: 0.3469 d2.loss_cls: 0.5007, d2.loss_bbox: 0.4045 d3.loss_cls: 0.5850, d3.loss_bbox: 0.5368 d4.loss_cls: 0.4069, d4.loss_bbox: 0.3486, loss: 4.6317, grad_norm: 55.2657
2024-03-24 20:30:07,021 - my_logger - INFO - 2024-03-28 17:43:02,000 - mmdet - INFO - Epoch [40][1350/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2950, loss_bbox: 0.4254, d0.loss_cls: 0.5329, d0.loss_bbox: 0.4894 d1.loss_cls: 0.4000, d1.loss_bbox: 0.5034 d2.loss_cls: 0.4298, d2.loss_bbox: 0.3529 d3.loss_cls: 0.4437, d3.loss_bbox: 0.4933 d4.loss_cls: 0.5334, d4.loss_bbox: 0.4063, loss: 4.9395, grad_norm: 56.7160
2024-03-24 20:30:07,022 - my_logger - INFO - 2024-03-28 17:45:02,000 - mmdet - INFO - Epoch [40][1400/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5763, loss_bbox: 0.5028, d0.loss_cls: 0.5533, d0.loss_bbox: 0.3679 d1.loss_cls: 0.4554, d1.loss_bbox: 0.4588 d2.loss_cls: 0.3063, d2.loss_bbox: 0.4210 d3.loss_cls: 0.3786, d3.loss_bbox: 0.3295 d4.loss_cls: 0.3135, d4.loss_bbox: 0.3031, loss: 4.8383, grad_norm: 59.3974
2024-03-24 20:30:07,022 - my_logger - INFO - 2024-03-28 17:47:02,000 - mmdet - INFO - Epoch [40][1450/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2986, loss_bbox: 0.4738, d0.loss_cls: 0.4934, d0.loss_bbox: 0.5813 d1.loss_cls: 0.5418, d1.loss_bbox: 0.4558 d2.loss_cls: 0.4429, d2.loss_bbox: 0.3909 d3.loss_cls: 0.3915, d3.loss_bbox: 0.3334 d4.loss_cls: 0.4436, d4.loss_bbox: 0.5391, loss: 4.0597, grad_norm: 50.7552
2024-03-24 20:30:07,023 - my_logger - INFO - 2024-03-28 17:49:02,000 - mmdet - INFO - Epoch [40][1500/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3738, loss_bbox: 0.3182, d0.loss_cls: 0.3461, d0.loss_bbox: 0.3154 d1.loss_cls: 0.5474, d1.loss_bbox: 0.4816 d2.loss_cls: 0.3596, d2.loss_bbox: 0.4931 d3.loss_cls: 0.4717, d3.loss_bbox: 0.5017 d4.loss_cls: 0.5063, d4.loss_bbox: 0.3303, loss: 3.8112, grad_norm: 56.9164
2024-03-24 20:30:07,023 - my_logger - INFO - 2024-03-28 17:51:02,000 - mmdet - INFO - Epoch [40][1550/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4731, loss_bbox: 0.5867, d0.loss_cls: 0.5877, d0.loss_bbox: 0.3143 d1.loss_cls: 0.5408, d1.loss_bbox: 0.5900 d2.loss_cls: 0.5330, d2.loss_bbox: 0.4836 d3.loss_cls: 0.3377, d3.loss_bbox: 0.3790 d4.loss_cls: 0.5898, d4.loss_bbox: 0.5496, loss: 3.9157, grad_norm: 53.4649
2024-03-24 20:30:07,023 - my_logger - INFO - 2024-03-28 17:53:02,000 - mmdet - INFO - Epoch [40][1600/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3882, loss_bbox: 0.4401, d0.loss_cls: 0.5697, d0.loss_bbox: 0.4922 d1.loss_cls: 0.5284, d1.loss_bbox: 0.3705 d2.loss_cls: 0.4179, d2.loss_bbox: 0.3671 d3.loss_cls: 0.5031, d3.loss_bbox: 0.3900 d4.loss_cls: 0.4463, d4.loss_bbox: 0.4619, loss: 3.9996, grad_norm: 54.4588
2024-03-24 20:30:07,024 - my_logger - INFO - 2024-03-28 17:55:02,000 - mmdet - INFO - Epoch [40][1650/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5977, loss_bbox: 0.5924, d0.loss_cls: 0.5165, d0.loss_bbox: 0.5868 d1.loss_cls: 0.4358, d1.loss_bbox: 0.5177 d2.loss_cls: 0.3124, d2.loss_bbox: 0.3981 d3.loss_cls: 0.3710, d3.loss_bbox: 0.4807 d4.loss_cls: 0.3476, d4.loss_bbox: 0.5751, loss: 4.3961, grad_norm: 55.4300
2024-03-24 20:30:07,024 - my_logger - INFO - 2024-03-28 17:57:02,000 - mmdet - INFO - Epoch [40][1700/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3922, loss_bbox: 0.4638, d0.loss_cls: 0.4968, d0.loss_bbox: 0.3177 d1.loss_cls: 0.4323, d1.loss_bbox: 0.5809 d2.loss_cls: 0.3441, d2.loss_bbox: 0.3473 d3.loss_cls: 0.3969, d3.loss_bbox: 0.3182 d4.loss_cls: 0.5823, d4.loss_bbox: 0.5843, loss: 4.3734, grad_norm: 56.9870
2024-03-24 20:30:07,024 - my_logger - INFO - 2024-03-28 17:59:02,000 - mmdet - INFO - Epoch [40][1750/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3180, loss_bbox: 0.4290, d0.loss_cls: 0.4228, d0.loss_bbox: 0.4349 d1.loss_cls: 0.5009, d1.loss_bbox: 0.4547 d2.loss_cls: 0.4528, d2.loss_bbox: 0.4466 d3.loss_cls: 0.3280, d3.loss_bbox: 0.3167 d4.loss_cls: 0.3329, d4.loss_bbox: 0.4479, loss: 4.1110, grad_norm: 58.3950
2024-03-24 20:30:07,025 - my_logger - INFO - 2024-03-28 18:01:02,000 - mmdet - INFO - Epoch [40][1800/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3927, loss_bbox: 0.4620, d0.loss_cls: 0.4200, d0.loss_bbox: 0.5191 d1.loss_cls: 0.5535, d1.loss_bbox: 0.4019 d2.loss_cls: 0.4944, d2.loss_bbox: 0.4065 d3.loss_cls: 0.5377, d3.loss_bbox: 0.5506 d4.loss_cls: 0.3903, d4.loss_bbox: 0.5116, loss: 4.6518, grad_norm: 55.6397
2024-03-24 20:30:07,025 - my_logger - INFO - 2024-03-28 18:03:02,000 - mmdet - INFO - Epoch [40][1850/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5651, loss_bbox: 0.3915, d0.loss_cls: 0.4994, d0.loss_bbox: 0.4666 d1.loss_cls: 0.3803, d1.loss_bbox: 0.5851 d2.loss_cls: 0.4743, d2.loss_bbox: 0.3830 d3.loss_cls: 0.3568, d3.loss_bbox: 0.4668 d4.loss_cls: 0.5567, d4.loss_bbox: 0.5772, loss: 4.7354, grad_norm: 58.2004
2024-03-24 20:30:07,026 - my_logger - INFO - 2024-03-28 18:05:02,000 - mmdet - INFO - Epoch [40][1900/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3114, loss_bbox: 0.4073, d0.loss_cls: 0.3525, d0.loss_bbox: 0.3784 d1.loss_cls: 0.5559, d1.loss_bbox: 0.4469 d2.loss_cls: 0.4784, d2.loss_bbox: 0.5069 d3.loss_cls: 0.4773, d3.loss_bbox: 0.3956 d4.loss_cls: 0.5157, d4.loss_bbox: 0.4055, loss: 4.6100, grad_norm: 53.5817
2024-03-24 20:30:07,026 - my_logger - INFO - 2024-03-28 18:07:02,000 - mmdet - INFO - Epoch [40][1950/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5370, loss_bbox: 0.4473, d0.loss_cls: 0.5143, d0.loss_bbox: 0.3527 d1.loss_cls: 0.4041, d1.loss_bbox: 0.4540 d2.loss_cls: 0.5098, d2.loss_bbox: 0.3296 d3.loss_cls: 0.5364, d3.loss_bbox: 0.3802 d4.loss_cls: 0.4211, d4.loss_bbox: 0.5034, loss: 4.3276, grad_norm: 58.0752
2024-03-24 20:30:07,026 - my_logger - INFO - 2024-03-28 18:09:02,000 - mmdet - INFO - Epoch [40][2000/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5760, loss_bbox: 0.5527, d0.loss_cls: 0.5386, d0.loss_bbox: 0.4596 d1.loss_cls: 0.5275, d1.loss_bbox: 0.4701 d2.loss_cls: 0.3859, d2.loss_bbox: 0.4771 d3.loss_cls: 0.5614, d3.loss_bbox: 0.3296 d4.loss_cls: 0.5962, d4.loss_bbox: 0.4313, loss: 4.6479, grad_norm: 55.2104
2024-03-24 20:30:07,027 - my_logger - INFO - 2024-03-28 18:11:02,000 - mmdet - INFO - Epoch [40][2050/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5659, loss_bbox: 0.4212, d0.loss_cls: 0.4263, d0.loss_bbox: 0.3173 d1.loss_cls: 0.3852, d1.loss_bbox: 0.3981 d2.loss_cls: 0.4401, d2.loss_bbox: 0.5477 d3.loss_cls: 0.5209, d3.loss_bbox: 0.3686 d4.loss_cls: 0.3092, d4.loss_bbox: 0.5814, loss: 3.9881, grad_norm: 59.1332
2024-03-24 20:30:07,027 - my_logger - INFO - 2024-03-28 18:13:02,000 - mmdet - INFO - Epoch [40][2100/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3337, loss_bbox: 0.3739, d0.loss_cls: 0.4419, d0.loss_bbox: 0.3808 d1.loss_cls: 0.3287, d1.loss_bbox: 0.5956 d2.loss_cls: 0.5435, d2.loss_bbox: 0.4889 d3.loss_cls: 0.3010, d3.loss_bbox: 0.5894 d4.loss_cls: 0.5180, d4.loss_bbox: 0.3315, loss: 3.8690, grad_norm: 51.1876
2024-03-24 20:30:07,028 - my_logger - INFO - 2024-03-28 18:15:02,000 - mmdet - INFO - Epoch [40][2150/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3446, loss_bbox: 0.3329, d0.loss_cls: 0.4361, d0.loss_bbox: 0.3289 d1.loss_cls: 0.3765, d1.loss_bbox: 0.3815 d2.loss_cls: 0.5054, d2.loss_bbox: 0.3988 d3.loss_cls: 0.5322, d3.loss_bbox: 0.5449 d4.loss_cls: 0.4277, d4.loss_bbox: 0.3271, loss: 3.9355, grad_norm: 54.2988
2024-03-24 20:30:07,028 - my_logger - INFO - 2024-03-28 18:17:02,000 - mmdet - INFO - Epoch [40][2200/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4467, loss_bbox: 0.5043, d0.loss_cls: 0.3492, d0.loss_bbox: 0.4583 d1.loss_cls: 0.4244, d1.loss_bbox: 0.3445 d2.loss_cls: 0.4668, d2.loss_bbox: 0.3904 d3.loss_cls: 0.5278, d3.loss_bbox: 0.4502 d4.loss_cls: 0.5264, d4.loss_bbox: 0.3662, loss: 4.3433, grad_norm: 53.4050
2024-03-24 20:30:07,029 - my_logger - INFO - 2024-03-28 18:19:02,000 - mmdet - INFO - Epoch [40][2250/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3626, loss_bbox: 0.4332, d0.loss_cls: 0.5352, d0.loss_bbox: 0.4988 d1.loss_cls: 0.4870, d1.loss_bbox: 0.3314 d2.loss_cls: 0.3063, d2.loss_bbox: 0.3818 d3.loss_cls: 0.4904, d3.loss_bbox: 0.5448 d4.loss_cls: 0.3686, d4.loss_bbox: 0.3325, loss: 4.5945, grad_norm: 58.2914
2024-03-24 20:30:07,036 - my_logger - INFO - 2024-03-28 18:21:02,000 - mmdet - INFO - Epoch [40][2300/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3076, loss_bbox: 0.4122, d0.loss_cls: 0.4275, d0.loss_bbox: 0.5315 d1.loss_cls: 0.3147, d1.loss_bbox: 0.5551 d2.loss_cls: 0.4307, d2.loss_bbox: 0.5709 d3.loss_cls: 0.4985, d3.loss_bbox: 0.3707 d4.loss_cls: 0.4709, d4.loss_bbox: 0.3494, loss: 3.7250, grad_norm: 52.9914
2024-03-24 20:30:07,038 - my_logger - INFO - 2024-03-28 18:23:02,000 - mmdet - INFO - Epoch [40][2350/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3632, loss_bbox: 0.3428, d0.loss_cls: 0.3528, d0.loss_bbox: 0.5945 d1.loss_cls: 0.5079, d1.loss_bbox: 0.5322 d2.loss_cls: 0.3272, d2.loss_bbox: 0.3890 d3.loss_cls: 0.5655, d3.loss_bbox: 0.4075 d4.loss_cls: 0.3416, d4.loss_bbox: 0.3725, loss: 3.7330, grad_norm: 51.1590
2024-03-24 20:30:07,038 - my_logger - INFO - 2024-03-28 18:25:02,000 - mmdet - INFO - Epoch [40][2400/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3977, loss_bbox: 0.5250, d0.loss_cls: 0.3812, d0.loss_bbox: 0.4760 d1.loss_cls: 0.4170, d1.loss_bbox: 0.4038 d2.loss_cls: 0.4333, d2.loss_bbox: 0.3647 d3.loss_cls: 0.5370, d3.loss_bbox: 0.4123 d4.loss_cls: 0.4333, d4.loss_bbox: 0.4974, loss: 4.2226, grad_norm: 53.3006
2024-03-24 20:30:07,039 - my_logger - INFO - 2024-03-28 18:27:02,000 - mmdet - INFO - Epoch [40][2450/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4096, loss_bbox: 0.3313, d0.loss_cls: 0.4786, d0.loss_bbox: 0.3587 d1.loss_cls: 0.3161, d1.loss_bbox: 0.4992 d2.loss_cls: 0.5797, d2.loss_bbox: 0.5298 d3.loss_cls: 0.4427, d3.loss_bbox: 0.4712 d4.loss_cls: 0.5500, d4.loss_bbox: 0.3121, loss: 3.6073, grad_norm: 52.5270
2024-03-24 20:30:07,039 - my_logger - INFO - 2024-03-28 18:29:02,000 - mmdet - INFO - Epoch [40][2500/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5607, loss_bbox: 0.3178, d0.loss_cls: 0.4546, d0.loss_bbox: 0.4500 d1.loss_cls: 0.5019, d1.loss_bbox: 0.5299 d2.loss_cls: 0.3228, d2.loss_bbox: 0.3166 d3.loss_cls: 0.3436, d3.loss_bbox: 0.4053 d4.loss_cls: 0.5604, d4.loss_bbox: 0.3350, loss: 3.7834, grad_norm: 57.3307
2024-03-24 20:30:07,039 - my_logger - INFO - 2024-03-28 18:31:02,000 - mmdet - INFO - Epoch [40][2550/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2928, loss_bbox: 0.5906, d0.loss_cls: 0.5814, d0.loss_bbox: 0.5756 d1.loss_cls: 0.5488, d1.loss_bbox: 0.5196 d2.loss_cls: 0.5535, d2.loss_bbox: 0.5272 d3.loss_cls: 0.3302, d3.loss_bbox: 0.4312 d4.loss_cls: 0.5922, d4.loss_bbox: 0.4905, loss: 4.5572, grad_norm: 50.7906
2024-03-24 20:30:07,040 - my_logger - INFO - 2024-03-28 18:33:02,000 - mmdet - INFO - Epoch [40][2600/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3762, loss_bbox: 0.3135, d0.loss_cls: 0.5639, d0.loss_bbox: 0.4613 d1.loss_cls: 0.5954, d1.loss_bbox: 0.3864 d2.loss_cls: 0.4511, d2.loss_bbox: 0.5100 d3.loss_cls: 0.5704, d3.loss_bbox: 0.4728 d4.loss_cls: 0.4528, d4.loss_bbox: 0.3166, loss: 4.3747, grad_norm: 50.8284
2024-03-24 20:30:07,040 - my_logger - INFO - 2024-03-28 18:35:02,000 - mmdet - INFO - Epoch [40][2650/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3288, loss_bbox: 0.3578, d0.loss_cls: 0.5537, d0.loss_bbox: 0.4038 d1.loss_cls: 0.4670, d1.loss_bbox: 0.4322 d2.loss_cls: 0.5961, d2.loss_bbox: 0.3842 d3.loss_cls: 0.5824, d3.loss_bbox: 0.5659 d4.loss_cls: 0.5042, d4.loss_bbox: 0.3761, loss: 3.9341, grad_norm: 53.9712
2024-03-24 20:30:07,041 - my_logger - INFO - 2024-03-28 18:37:02,000 - mmdet - INFO - Epoch [40][2700/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4662, loss_bbox: 0.5504, d0.loss_cls: 0.5251, d0.loss_bbox: 0.3862 d1.loss_cls: 0.5883, d1.loss_bbox: 0.5448 d2.loss_cls: 0.3146, d2.loss_bbox: 0.3268 d3.loss_cls: 0.5325, d3.loss_bbox: 0.4568 d4.loss_cls: 0.3665, d4.loss_bbox: 0.4436, loss: 3.6047, grad_norm: 55.4156
2024-03-24 20:30:07,041 - my_logger - INFO - 2024-03-28 18:39:02,000 - mmdet - INFO - Epoch [40][2750/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3582, loss_bbox: 0.5161, d0.loss_cls: 0.5679, d0.loss_bbox: 0.5569 d1.loss_cls: 0.4700, d1.loss_bbox: 0.3590 d2.loss_cls: 0.5552, d2.loss_bbox: 0.4584 d3.loss_cls: 0.4741, d3.loss_bbox: 0.4978 d4.loss_cls: 0.3847, d4.loss_bbox: 0.5114, loss: 3.6032, grad_norm: 57.6493
2024-03-24 20:30:07,041 - my_logger - INFO - 2024-03-28 18:41:02,000 - mmdet - INFO - Epoch [40][2800/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5000, loss_bbox: 0.4768, d0.loss_cls: 0.3687, d0.loss_bbox: 0.5554 d1.loss_cls: 0.3501, d1.loss_bbox: 0.4883 d2.loss_cls: 0.5715, d2.loss_bbox: 0.5580 d3.loss_cls: 0.4791, d3.loss_bbox: 0.4324 d4.loss_cls: 0.4232, d4.loss_bbox: 0.4249, loss: 4.8889, grad_norm: 51.9690
2024-03-24 20:30:07,042 - my_logger - INFO - 2024-03-28 18:43:02,000 - mmdet - INFO - Epoch [40][2850/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4702, loss_bbox: 0.3898, d0.loss_cls: 0.3294, d0.loss_bbox: 0.5744 d1.loss_cls: 0.4070, d1.loss_bbox: 0.4620 d2.loss_cls: 0.3934, d2.loss_bbox: 0.4875 d3.loss_cls: 0.3464, d3.loss_bbox: 0.4885 d4.loss_cls: 0.5316, d4.loss_bbox: 0.4839, loss: 4.5722, grad_norm: 51.4023
2024-03-24 20:30:07,042 - my_logger - INFO - 2024-03-28 18:45:02,000 - mmdet - INFO - Epoch [40][2900/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5466, loss_bbox: 0.5585, d0.loss_cls: 0.3700, d0.loss_bbox: 0.3425 d1.loss_cls: 0.3094, d1.loss_bbox: 0.3840 d2.loss_cls: 0.3085, d2.loss_bbox: 0.4313 d3.loss_cls: 0.5945, d3.loss_bbox: 0.5585 d4.loss_cls: 0.4499, d4.loss_bbox: 0.5129, loss: 4.9420, grad_norm: 53.4302
2024-03-24 20:30:07,043 - my_logger - INFO - 2024-03-28 18:47:02,000 - mmdet - INFO - Epoch [40][2950/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4254, loss_bbox: 0.3105, d0.loss_cls: 0.5002, d0.loss_bbox: 0.5256 d1.loss_cls: 0.3633, d1.loss_bbox: 0.3488 d2.loss_cls: 0.4597, d2.loss_bbox: 0.5714 d3.loss_cls: 0.5981, d3.loss_bbox: 0.4563 d4.loss_cls: 0.5189, d4.loss_bbox: 0.5174, loss: 4.1242, grad_norm: 55.8163
2024-03-24 20:30:07,043 - my_logger - INFO - 2024-03-28 18:49:02,000 - mmdet - INFO - Epoch [40][3000/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4516, loss_bbox: 0.3644, d0.loss_cls: 0.4569, d0.loss_bbox: 0.5017 d1.loss_cls: 0.3792, d1.loss_bbox: 0.3364 d2.loss_cls: 0.3287, d2.loss_bbox: 0.5441 d3.loss_cls: 0.4069, d3.loss_bbox: 0.4622 d4.loss_cls: 0.5761, d4.loss_bbox: 0.3656, loss: 4.7061, grad_norm: 54.5581
2024-03-24 20:30:07,043 - my_logger - INFO - 2024-03-28 18:51:02,000 - mmdet - INFO - Epoch [40][3050/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2556, loss_bbox: 0.5716, d0.loss_cls: 0.3188, d0.loss_bbox: 0.4697 d1.loss_cls: 0.3632, d1.loss_bbox: 0.3974 d2.loss_cls: 0.3672, d2.loss_bbox: 0.5536 d3.loss_cls: 0.4467, d3.loss_bbox: 0.5821 d4.loss_cls: 0.4432, d4.loss_bbox: 0.4416, loss: 4.4048, grad_norm: 53.1138
2024-03-24 20:30:07,044 - my_logger - INFO - 2024-03-28 18:53:02,000 - mmdet - INFO - Epoch [40][3100/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4400, loss_bbox: 0.4034, d0.loss_cls: 0.5231, d0.loss_bbox: 0.4469 d1.loss_cls: 0.4850, d1.loss_bbox: 0.5320 d2.loss_cls: 0.4020, d2.loss_bbox: 0.5136 d3.loss_cls: 0.4210, d3.loss_bbox: 0.3921 d4.loss_cls: 0.3017, d4.loss_bbox: 0.5540, loss: 3.8192, grad_norm: 58.0402
2024-03-24 20:30:07,044 - my_logger - INFO - 2024-03-28 18:55:02,000 - mmdet - INFO - Epoch [40][3150/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3917, loss_bbox: 0.5253, d0.loss_cls: 0.5742, d0.loss_bbox: 0.5808 d1.loss_cls: 0.5106, d1.loss_bbox: 0.5125 d2.loss_cls: 0.4719, d2.loss_bbox: 0.3473 d3.loss_cls: 0.5722, d3.loss_bbox: 0.4711 d4.loss_cls: 0.4066, d4.loss_bbox: 0.5651, loss: 4.8736, grad_norm: 52.1632
2024-03-24 20:30:07,051 - my_logger - INFO - 2024-03-28 18:57:02,000 - mmdet - INFO - Epoch [40][3200/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5737, loss_bbox: 0.3707, d0.loss_cls: 0.3647, d0.loss_bbox: 0.5763 d1.loss_cls: 0.5029, d1.loss_bbox: 0.3120 d2.loss_cls: 0.4392, d2.loss_bbox: 0.5964 d3.loss_cls: 0.5991, d3.loss_bbox: 0.3120 d4.loss_cls: 0.5661, d4.loss_bbox: 0.3892, loss: 4.4516, grad_norm: 50.0104
2024-03-24 20:30:07,052 - my_logger - INFO - 2024-03-28 18:59:02,000 - mmdet - INFO - Epoch [40][3250/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5968, loss_bbox: 0.3839, d0.loss_cls: 0.4333, d0.loss_bbox: 0.5515 d1.loss_cls: 0.3207, d1.loss_bbox: 0.3742 d2.loss_cls: 0.4497, d2.loss_bbox: 0.5767 d3.loss_cls: 0.4759, d3.loss_bbox: 0.3591 d4.loss_cls: 0.5136, d4.loss_bbox: 0.3510, loss: 3.7727, grad_norm: 53.8192
2024-03-24 20:30:07,052 - my_logger - INFO - 2024-03-28 19:01:02,000 - mmdet - INFO - Epoch [40][3300/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2831, loss_bbox: 0.4198, d0.loss_cls: 0.3502, d0.loss_bbox: 0.3765 d1.loss_cls: 0.5589, d1.loss_bbox: 0.5999 d2.loss_cls: 0.3201, d2.loss_bbox: 0.4521 d3.loss_cls: 0.3347, d3.loss_bbox: 0.4094 d4.loss_cls: 0.5587, d4.loss_bbox: 0.3683, loss: 3.6123, grad_norm: 54.2012
2024-03-24 20:30:07,052 - my_logger - INFO - 2024-03-28 19:03:02,000 - mmdet - INFO - Epoch [40][3350/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3339, loss_bbox: 0.3494, d0.loss_cls: 0.4664, d0.loss_bbox: 0.5680 d1.loss_cls: 0.3900, d1.loss_bbox: 0.4809 d2.loss_cls: 0.3203, d2.loss_bbox: 0.5575 d3.loss_cls: 0.4230, d3.loss_bbox: 0.4178 d4.loss_cls: 0.3985, d4.loss_bbox: 0.5315, loss: 4.3776, grad_norm: 55.4664
2024-03-24 20:30:07,053 - my_logger - INFO - 2024-03-28 19:05:02,000 - mmdet - INFO - Epoch [40][3400/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3063, loss_bbox: 0.3134, d0.loss_cls: 0.5606, d0.loss_bbox: 0.5017 d1.loss_cls: 0.4105, d1.loss_bbox: 0.4484 d2.loss_cls: 0.5223, d2.loss_bbox: 0.4995 d3.loss_cls: 0.5838, d3.loss_bbox: 0.3579 d4.loss_cls: 0.4704, d4.loss_bbox: 0.4438, loss: 4.7918, grad_norm: 58.8929
2024-03-24 20:30:07,053 - my_logger - INFO - 2024-03-28 19:07:02,000 - mmdet - INFO - Epoch [40][3450/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3999, loss_bbox: 0.3671, d0.loss_cls: 0.4746, d0.loss_bbox: 0.4599 d1.loss_cls: 0.4498, d1.loss_bbox: 0.3659 d2.loss_cls: 0.4865, d2.loss_bbox: 0.5988 d3.loss_cls: 0.4498, d3.loss_bbox: 0.5704 d4.loss_cls: 0.4578, d4.loss_bbox: 0.4487, loss: 4.4339, grad_norm: 52.5711
2024-03-24 20:30:07,054 - my_logger - INFO - 2024-03-28 19:09:02,000 - mmdet - INFO - Epoch [40][3500/3517][Batch size: 50]	lr: 7.584e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5704, loss_bbox: 0.3804, d0.loss_cls: 0.5333, d0.loss_bbox: 0.5040 d1.loss_cls: 0.3744, d1.loss_bbox: 0.5232 d2.loss_cls: 0.5614, d2.loss_bbox: 0.5605 d3.loss_cls: 0.5572, d3.loss_bbox: 0.3255 d4.loss_cls: 0.4202, d4.loss_bbox: 0.3247, loss: 3.5684, grad_norm: 57.0426
2024-03-24 20:30:07,054 - my_logger - INFO - Saving checkpoint at 40 epochs
2024-03-24 20:30:07,054 - my_logger - INFO - Metric NDS: 46.7138
2024-03-24 20:30:07,054 - my_logger - INFO - Metric mAP: 42.4927
2024-03-24 20:30:07,054 - my_logger - INFO - Metric mATE: 0.6828
2024-03-24 20:30:07,055 - my_logger - INFO - Metric mASE: 0.3834
2024-03-24 20:30:07,055 - my_logger - INFO - Metric mAOE: 0.5041
2024-03-24 20:30:07,055 - my_logger - INFO - Metric mAVE: 0.2900
2024-03-24 20:30:07,055 - my_logger - INFO - Metric mAAE: 0.2431
2024-03-24 20:30:07,055 - my_logger - INFO - 2024-03-28 19:11:02,000 - mmdet - INFO - Epoch [41][0/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2962, loss_bbox: 0.3909, d0.loss_cls: 0.4429, d0.loss_bbox: 0.5943 d1.loss_cls: 0.5984, d1.loss_bbox: 0.5577 d2.loss_cls: 0.5127, d2.loss_bbox: 0.4723 d3.loss_cls: 0.5374, d3.loss_bbox: 0.3317 d4.loss_cls: 0.4339, d4.loss_bbox: 0.3046, loss: 4.2837, grad_norm: 56.8247
2024-03-24 20:30:07,056 - my_logger - INFO - 2024-03-28 19:13:02,000 - mmdet - INFO - Epoch [41][50/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4359, loss_bbox: 0.3352, d0.loss_cls: 0.4142, d0.loss_bbox: 0.5399 d1.loss_cls: 0.4508, d1.loss_bbox: 0.3308 d2.loss_cls: 0.4507, d2.loss_bbox: 0.5125 d3.loss_cls: 0.5241, d3.loss_bbox: 0.3644 d4.loss_cls: 0.3947, d4.loss_bbox: 0.4736, loss: 4.5848, grad_norm: 58.5973
2024-03-24 20:30:07,056 - my_logger - INFO - 2024-03-28 19:15:02,000 - mmdet - INFO - Epoch [41][100/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3802, loss_bbox: 0.5856, d0.loss_cls: 0.5741, d0.loss_bbox: 0.4552 d1.loss_cls: 0.3838, d1.loss_bbox: 0.5127 d2.loss_cls: 0.4885, d2.loss_bbox: 0.4512 d3.loss_cls: 0.3415, d3.loss_bbox: 0.5137 d4.loss_cls: 0.5855, d4.loss_bbox: 0.4102, loss: 3.5101, grad_norm: 53.2733
2024-03-24 20:30:07,056 - my_logger - INFO - 2024-03-28 19:17:02,000 - mmdet - INFO - Epoch [41][150/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4097, loss_bbox: 0.5691, d0.loss_cls: 0.4097, d0.loss_bbox: 0.5235 d1.loss_cls: 0.5935, d1.loss_bbox: 0.4056 d2.loss_cls: 0.3207, d2.loss_bbox: 0.5099 d3.loss_cls: 0.3168, d3.loss_bbox: 0.5666 d4.loss_cls: 0.4512, d4.loss_bbox: 0.3865, loss: 3.5911, grad_norm: 53.5607
2024-03-24 20:30:07,057 - my_logger - INFO - 2024-03-28 19:19:02,000 - mmdet - INFO - Epoch [41][200/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3953, loss_bbox: 0.5620, d0.loss_cls: 0.4962, d0.loss_bbox: 0.3800 d1.loss_cls: 0.4985, d1.loss_bbox: 0.5330 d2.loss_cls: 0.3005, d2.loss_bbox: 0.5869 d3.loss_cls: 0.5799, d3.loss_bbox: 0.3062 d4.loss_cls: 0.3799, d4.loss_bbox: 0.4575, loss: 3.5033, grad_norm: 56.3184
2024-03-24 20:30:07,057 - my_logger - INFO - 2024-03-28 19:21:02,000 - mmdet - INFO - Epoch [41][250/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2718, loss_bbox: 0.4419, d0.loss_cls: 0.3217, d0.loss_bbox: 0.4678 d1.loss_cls: 0.3452, d1.loss_bbox: 0.3262 d2.loss_cls: 0.4864, d2.loss_bbox: 0.5208 d3.loss_cls: 0.5064, d3.loss_bbox: 0.4612 d4.loss_cls: 0.4372, d4.loss_bbox: 0.5996, loss: 4.5055, grad_norm: 59.0901
2024-03-24 20:30:07,058 - my_logger - INFO - 2024-03-28 19:23:02,000 - mmdet - INFO - Epoch [41][300/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3045, loss_bbox: 0.4511, d0.loss_cls: 0.3650, d0.loss_bbox: 0.4652 d1.loss_cls: 0.5729, d1.loss_bbox: 0.3843 d2.loss_cls: 0.3772, d2.loss_bbox: 0.5275 d3.loss_cls: 0.3566, d3.loss_bbox: 0.5232 d4.loss_cls: 0.3270, d4.loss_bbox: 0.3495, loss: 4.8851, grad_norm: 53.2488
2024-03-24 20:30:07,058 - my_logger - INFO - 2024-03-28 19:25:02,000 - mmdet - INFO - Epoch [41][350/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3722, loss_bbox: 0.5047, d0.loss_cls: 0.3348, d0.loss_bbox: 0.4692 d1.loss_cls: 0.4293, d1.loss_bbox: 0.4412 d2.loss_cls: 0.4039, d2.loss_bbox: 0.4129 d3.loss_cls: 0.3245, d3.loss_bbox: 0.5615 d4.loss_cls: 0.5950, d4.loss_bbox: 0.5813, loss: 3.5532, grad_norm: 53.6572
2024-03-24 20:30:07,058 - my_logger - INFO - 2024-03-28 19:27:02,000 - mmdet - INFO - Epoch [41][400/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5987, loss_bbox: 0.3290, d0.loss_cls: 0.3673, d0.loss_bbox: 0.5436 d1.loss_cls: 0.4500, d1.loss_bbox: 0.5476 d2.loss_cls: 0.4808, d2.loss_bbox: 0.5329 d3.loss_cls: 0.3969, d3.loss_bbox: 0.5926 d4.loss_cls: 0.5459, d4.loss_bbox: 0.4173, loss: 4.1956, grad_norm: 58.0402
2024-03-24 20:30:07,059 - my_logger - INFO - 2024-03-28 19:29:02,000 - mmdet - INFO - Epoch [41][450/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3647, loss_bbox: 0.5448, d0.loss_cls: 0.4372, d0.loss_bbox: 0.4401 d1.loss_cls: 0.5318, d1.loss_bbox: 0.3927 d2.loss_cls: 0.5377, d2.loss_bbox: 0.5005 d3.loss_cls: 0.3437, d3.loss_bbox: 0.4328 d4.loss_cls: 0.3164, d4.loss_bbox: 0.4443, loss: 4.3498, grad_norm: 55.6388
2024-03-24 20:30:07,059 - my_logger - INFO - 2024-03-28 19:31:02,000 - mmdet - INFO - Epoch [41][500/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4172, loss_bbox: 0.3701, d0.loss_cls: 0.5269, d0.loss_bbox: 0.4617 d1.loss_cls: 0.4925, d1.loss_bbox: 0.5489 d2.loss_cls: 0.3602, d2.loss_bbox: 0.5524 d3.loss_cls: 0.5051, d3.loss_bbox: 0.5632 d4.loss_cls: 0.3570, d4.loss_bbox: 0.5492, loss: 4.6511, grad_norm: 52.6546
2024-03-24 20:30:07,059 - my_logger - INFO - 2024-03-28 19:33:02,000 - mmdet - INFO - Epoch [41][550/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4846, loss_bbox: 0.4553, d0.loss_cls: 0.3572, d0.loss_bbox: 0.5541 d1.loss_cls: 0.3191, d1.loss_bbox: 0.3104 d2.loss_cls: 0.5994, d2.loss_bbox: 0.5651 d3.loss_cls: 0.4697, d3.loss_bbox: 0.5727 d4.loss_cls: 0.4924, d4.loss_bbox: 0.5690, loss: 4.1632, grad_norm: 52.1284
2024-03-24 20:30:07,060 - my_logger - INFO - 2024-03-28 19:35:02,000 - mmdet - INFO - Epoch [41][600/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4101, loss_bbox: 0.5605, d0.loss_cls: 0.4543, d0.loss_bbox: 0.3382 d1.loss_cls: 0.4249, d1.loss_bbox: 0.5477 d2.loss_cls: 0.4871, d2.loss_bbox: 0.5642 d3.loss_cls: 0.4854, d3.loss_bbox: 0.3343 d4.loss_cls: 0.5088, d4.loss_bbox: 0.4902, loss: 3.6476, grad_norm: 55.5243
2024-03-24 20:30:07,060 - my_logger - INFO - 2024-03-28 19:37:02,000 - mmdet - INFO - Epoch [41][650/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3192, loss_bbox: 0.3900, d0.loss_cls: 0.4587, d0.loss_bbox: 0.4546 d1.loss_cls: 0.4956, d1.loss_bbox: 0.4746 d2.loss_cls: 0.4758, d2.loss_bbox: 0.4605 d3.loss_cls: 0.3034, d3.loss_bbox: 0.5942 d4.loss_cls: 0.3499, d4.loss_bbox: 0.4617, loss: 4.7450, grad_norm: 55.1190
2024-03-24 20:30:07,068 - my_logger - INFO - 2024-03-28 19:39:02,000 - mmdet - INFO - Epoch [41][700/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5853, loss_bbox: 0.3601, d0.loss_cls: 0.4097, d0.loss_bbox: 0.5189 d1.loss_cls: 0.5907, d1.loss_bbox: 0.5839 d2.loss_cls: 0.3724, d2.loss_bbox: 0.4081 d3.loss_cls: 0.5103, d3.loss_bbox: 0.3394 d4.loss_cls: 0.4402, d4.loss_bbox: 0.5439, loss: 4.7977, grad_norm: 57.1450
2024-03-24 20:30:07,068 - my_logger - INFO - 2024-03-28 19:41:02,000 - mmdet - INFO - Epoch [41][750/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3344, loss_bbox: 0.3560, d0.loss_cls: 0.5625, d0.loss_bbox: 0.3077 d1.loss_cls: 0.5595, d1.loss_bbox: 0.4734 d2.loss_cls: 0.5288, d2.loss_bbox: 0.4075 d3.loss_cls: 0.4379, d3.loss_bbox: 0.5671 d4.loss_cls: 0.4118, d4.loss_bbox: 0.5396, loss: 4.4476, grad_norm: 50.1352
2024-03-24 20:30:07,069 - my_logger - INFO - 2024-03-28 19:43:02,000 - mmdet - INFO - Epoch [41][800/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2645, loss_bbox: 0.3505, d0.loss_cls: 0.3956, d0.loss_bbox: 0.5546 d1.loss_cls: 0.3519, d1.loss_bbox: 0.5188 d2.loss_cls: 0.5830, d2.loss_bbox: 0.4552 d3.loss_cls: 0.4694, d3.loss_bbox: 0.3311 d4.loss_cls: 0.3464, d4.loss_bbox: 0.5841, loss: 3.5204, grad_norm: 55.3713
2024-03-24 20:30:07,069 - my_logger - INFO - 2024-03-28 19:45:02,000 - mmdet - INFO - Epoch [41][850/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5572, loss_bbox: 0.5208, d0.loss_cls: 0.4038, d0.loss_bbox: 0.3563 d1.loss_cls: 0.5643, d1.loss_bbox: 0.5391 d2.loss_cls: 0.4514, d2.loss_bbox: 0.4365 d3.loss_cls: 0.5120, d3.loss_bbox: 0.3834 d4.loss_cls: 0.3942, d4.loss_bbox: 0.3219, loss: 4.4755, grad_norm: 57.8079
2024-03-24 20:30:07,070 - my_logger - INFO - 2024-03-28 19:47:02,000 - mmdet - INFO - Epoch [41][900/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3434, loss_bbox: 0.4172, d0.loss_cls: 0.4251, d0.loss_bbox: 0.5558 d1.loss_cls: 0.3187, d1.loss_bbox: 0.3176 d2.loss_cls: 0.5600, d2.loss_bbox: 0.3269 d3.loss_cls: 0.5391, d3.loss_bbox: 0.3868 d4.loss_cls: 0.3394, d4.loss_bbox: 0.3280, loss: 4.7191, grad_norm: 51.1592
2024-03-24 20:30:07,070 - my_logger - INFO - 2024-03-28 19:49:02,000 - mmdet - INFO - Epoch [41][950/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5993, loss_bbox: 0.5058, d0.loss_cls: 0.4257, d0.loss_bbox: 0.5189 d1.loss_cls: 0.5700, d1.loss_bbox: 0.4817 d2.loss_cls: 0.3084, d2.loss_bbox: 0.5525 d3.loss_cls: 0.5011, d3.loss_bbox: 0.3830 d4.loss_cls: 0.4508, d4.loss_bbox: 0.3232, loss: 4.6520, grad_norm: 56.1262
2024-03-24 20:30:07,070 - my_logger - INFO - 2024-03-28 19:51:02,000 - mmdet - INFO - Epoch [41][1000/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2505, loss_bbox: 0.4006, d0.loss_cls: 0.4903, d0.loss_bbox: 0.4379 d1.loss_cls: 0.5617, d1.loss_bbox: 0.5011 d2.loss_cls: 0.3067, d2.loss_bbox: 0.5877 d3.loss_cls: 0.3193, d3.loss_bbox: 0.3514 d4.loss_cls: 0.3649, d4.loss_bbox: 0.5398, loss: 4.4802, grad_norm: 53.3689
2024-03-24 20:30:07,071 - my_logger - INFO - 2024-03-28 19:53:02,000 - mmdet - INFO - Epoch [41][1050/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5179, loss_bbox: 0.5024, d0.loss_cls: 0.4097, d0.loss_bbox: 0.5780 d1.loss_cls: 0.5628, d1.loss_bbox: 0.4606 d2.loss_cls: 0.4499, d2.loss_bbox: 0.4656 d3.loss_cls: 0.5231, d3.loss_bbox: 0.5138 d4.loss_cls: 0.5980, d4.loss_bbox: 0.5692, loss: 4.7428, grad_norm: 50.5170
2024-03-24 20:30:07,071 - my_logger - INFO - 2024-03-28 19:55:02,000 - mmdet - INFO - Epoch [41][1100/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3579, loss_bbox: 0.5246, d0.loss_cls: 0.5700, d0.loss_bbox: 0.5639 d1.loss_cls: 0.3945, d1.loss_bbox: 0.3227 d2.loss_cls: 0.3693, d2.loss_bbox: 0.4674 d3.loss_cls: 0.5137, d3.loss_bbox: 0.5825 d4.loss_cls: 0.3976, d4.loss_bbox: 0.5685, loss: 4.6747, grad_norm: 50.0551
2024-03-24 20:30:07,071 - my_logger - INFO - 2024-03-28 19:57:02,000 - mmdet - INFO - Epoch [41][1150/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4500, loss_bbox: 0.5781, d0.loss_cls: 0.5014, d0.loss_bbox: 0.3978 d1.loss_cls: 0.3361, d1.loss_bbox: 0.4860 d2.loss_cls: 0.4092, d2.loss_bbox: 0.4364 d3.loss_cls: 0.3658, d3.loss_bbox: 0.3494 d4.loss_cls: 0.4696, d4.loss_bbox: 0.4259, loss: 4.8462, grad_norm: 53.8310
2024-03-24 20:30:07,072 - my_logger - INFO - 2024-03-28 19:59:02,000 - mmdet - INFO - Epoch [41][1200/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4684, loss_bbox: 0.4161, d0.loss_cls: 0.4385, d0.loss_bbox: 0.4475 d1.loss_cls: 0.5651, d1.loss_bbox: 0.4366 d2.loss_cls: 0.4023, d2.loss_bbox: 0.5881 d3.loss_cls: 0.4240, d3.loss_bbox: 0.4426 d4.loss_cls: 0.3123, d4.loss_bbox: 0.5493, loss: 3.7618, grad_norm: 54.8451
2024-03-24 20:30:07,072 - my_logger - INFO - 2024-03-28 20:01:02,000 - mmdet - INFO - Epoch [41][1250/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4976, loss_bbox: 0.3748, d0.loss_cls: 0.5326, d0.loss_bbox: 0.5973 d1.loss_cls: 0.4410, d1.loss_bbox: 0.4249 d2.loss_cls: 0.4038, d2.loss_bbox: 0.3850 d3.loss_cls: 0.4939, d3.loss_bbox: 0.4431 d4.loss_cls: 0.4061, d4.loss_bbox: 0.3916, loss: 4.1601, grad_norm: 55.1814
2024-03-24 20:30:07,073 - my_logger - INFO - 2024-03-28 20:03:02,000 - mmdet - INFO - Epoch [41][1300/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4715, loss_bbox: 0.4428, d0.loss_cls: 0.4708, d0.loss_bbox: 0.4516 d1.loss_cls: 0.4801, d1.loss_bbox: 0.3476 d2.loss_cls: 0.4817, d2.loss_bbox: 0.4525 d3.loss_cls: 0.4429, d3.loss_bbox: 0.4719 d4.loss_cls: 0.4740, d4.loss_bbox: 0.5348, loss: 4.9929, grad_norm: 54.7342
2024-03-24 20:30:07,073 - my_logger - INFO - 2024-03-28 20:05:02,000 - mmdet - INFO - Epoch [41][1350/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5827, loss_bbox: 0.3691, d0.loss_cls: 0.4531, d0.loss_bbox: 0.3273 d1.loss_cls: 0.3172, d1.loss_bbox: 0.5586 d2.loss_cls: 0.5518, d2.loss_bbox: 0.3708 d3.loss_cls: 0.4315, d3.loss_bbox: 0.4105 d4.loss_cls: 0.3939, d4.loss_bbox: 0.3387, loss: 4.1100, grad_norm: 55.4430
2024-03-24 20:30:07,073 - my_logger - INFO - 2024-03-28 20:07:02,000 - mmdet - INFO - Epoch [41][1400/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2500, loss_bbox: 0.5233, d0.loss_cls: 0.3518, d0.loss_bbox: 0.3098 d1.loss_cls: 0.3746, d1.loss_bbox: 0.4114 d2.loss_cls: 0.5422, d2.loss_bbox: 0.5944 d3.loss_cls: 0.3664, d3.loss_bbox: 0.3715 d4.loss_cls: 0.4394, d4.loss_bbox: 0.5452, loss: 3.8656, grad_norm: 52.1724
2024-03-24 20:30:07,074 - my_logger - INFO - 2024-03-28 20:09:02,000 - mmdet - INFO - Epoch [41][1450/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5355, loss_bbox: 0.3940, d0.loss_cls: 0.3335, d0.loss_bbox: 0.3993 d1.loss_cls: 0.5339, d1.loss_bbox: 0.4024 d2.loss_cls: 0.3603, d2.loss_bbox: 0.5943 d3.loss_cls: 0.3478, d3.loss_bbox: 0.4311 d4.loss_cls: 0.3306, d4.loss_bbox: 0.3412, loss: 4.3477, grad_norm: 50.4631
2024-03-24 20:30:07,074 - my_logger - INFO - 2024-03-28 20:11:02,000 - mmdet - INFO - Epoch [41][1500/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4367, loss_bbox: 0.5650, d0.loss_cls: 0.4393, d0.loss_bbox: 0.3243 d1.loss_cls: 0.4722, d1.loss_bbox: 0.4079 d2.loss_cls: 0.3437, d2.loss_bbox: 0.5246 d3.loss_cls: 0.4430, d3.loss_bbox: 0.3983 d4.loss_cls: 0.5686, d4.loss_bbox: 0.3744, loss: 4.1489, grad_norm: 57.2448
2024-03-24 20:30:07,074 - my_logger - INFO - 2024-03-28 20:13:02,000 - mmdet - INFO - Epoch [41][1550/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4433, loss_bbox: 0.4499, d0.loss_cls: 0.3528, d0.loss_bbox: 0.4446 d1.loss_cls: 0.4288, d1.loss_bbox: 0.5183 d2.loss_cls: 0.5185, d2.loss_bbox: 0.4724 d3.loss_cls: 0.3283, d3.loss_bbox: 0.4219 d4.loss_cls: 0.5750, d4.loss_bbox: 0.3092, loss: 3.9340, grad_norm: 56.6684
2024-03-24 20:30:07,075 - my_logger - INFO - 2024-03-28 20:15:02,000 - mmdet - INFO - Epoch [41][1600/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5988, loss_bbox: 0.5043, d0.loss_cls: 0.3032, d0.loss_bbox: 0.3177 d1.loss_cls: 0.4887, d1.loss_bbox: 0.5430 d2.loss_cls: 0.3230, d2.loss_bbox: 0.3534 d3.loss_cls: 0.5928, d3.loss_bbox: 0.4710 d4.loss_cls: 0.3452, d4.loss_bbox: 0.5023, loss: 3.7073, grad_norm: 53.1336
2024-03-24 20:30:07,075 - my_logger - INFO - 2024-03-28 20:17:02,000 - mmdet - INFO - Epoch [41][1650/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5547, loss_bbox: 0.3406, d0.loss_cls: 0.3827, d0.loss_bbox: 0.5914 d1.loss_cls: 0.3127, d1.loss_bbox: 0.4892 d2.loss_cls: 0.5063, d2.loss_bbox: 0.3166 d3.loss_cls: 0.3650, d3.loss_bbox: 0.5654 d4.loss_cls: 0.5378, d4.loss_bbox: 0.5862, loss: 4.4631, grad_norm: 59.0016
2024-03-24 20:30:07,076 - my_logger - INFO - 2024-03-28 20:19:02,000 - mmdet - INFO - Epoch [41][1700/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4434, loss_bbox: 0.3598, d0.loss_cls: 0.5457, d0.loss_bbox: 0.5873 d1.loss_cls: 0.5625, d1.loss_bbox: 0.5226 d2.loss_cls: 0.4360, d2.loss_bbox: 0.3133 d3.loss_cls: 0.3432, d3.loss_bbox: 0.3867 d4.loss_cls: 0.3184, d4.loss_bbox: 0.5856, loss: 3.6906, grad_norm: 50.4110
2024-03-24 20:30:07,076 - my_logger - INFO - 2024-03-28 20:21:02,000 - mmdet - INFO - Epoch [41][1750/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3529, loss_bbox: 0.4465, d0.loss_cls: 0.4030, d0.loss_bbox: 0.3432 d1.loss_cls: 0.5015, d1.loss_bbox: 0.4303 d2.loss_cls: 0.5837, d2.loss_bbox: 0.4625 d3.loss_cls: 0.4441, d3.loss_bbox: 0.4559 d4.loss_cls: 0.4642, d4.loss_bbox: 0.4008, loss: 4.3994, grad_norm: 57.4802
2024-03-24 20:30:07,076 - my_logger - INFO - 2024-03-28 20:23:02,000 - mmdet - INFO - Epoch [41][1800/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3180, loss_bbox: 0.5543, d0.loss_cls: 0.4203, d0.loss_bbox: 0.3231 d1.loss_cls: 0.4931, d1.loss_bbox: 0.4950 d2.loss_cls: 0.5496, d2.loss_bbox: 0.5032 d3.loss_cls: 0.4833, d3.loss_bbox: 0.3563 d4.loss_cls: 0.4034, d4.loss_bbox: 0.3285, loss: 4.5732, grad_norm: 56.3672
2024-03-24 20:30:07,077 - my_logger - INFO - 2024-03-28 20:25:02,000 - mmdet - INFO - Epoch [41][1850/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5904, loss_bbox: 0.3816, d0.loss_cls: 0.3817, d0.loss_bbox: 0.3867 d1.loss_cls: 0.5353, d1.loss_bbox: 0.3024 d2.loss_cls: 0.4626, d2.loss_bbox: 0.4155 d3.loss_cls: 0.3771, d3.loss_bbox: 0.3333 d4.loss_cls: 0.3064, d4.loss_bbox: 0.5473, loss: 4.5488, grad_norm: 56.6613
2024-03-24 20:30:07,087 - my_logger - INFO - 2024-03-28 20:27:02,000 - mmdet - INFO - Epoch [41][1900/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5945, loss_bbox: 0.3526, d0.loss_cls: 0.4885, d0.loss_bbox: 0.3928 d1.loss_cls: 0.3919, d1.loss_bbox: 0.3361 d2.loss_cls: 0.4540, d2.loss_bbox: 0.4598 d3.loss_cls: 0.5296, d3.loss_bbox: 0.4331 d4.loss_cls: 0.4000, d4.loss_bbox: 0.5478, loss: 4.0017, grad_norm: 58.2375
2024-03-24 20:30:07,087 - my_logger - INFO - 2024-03-28 20:29:02,000 - mmdet - INFO - Epoch [41][1950/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5861, loss_bbox: 0.3153, d0.loss_cls: 0.3566, d0.loss_bbox: 0.3560 d1.loss_cls: 0.3435, d1.loss_bbox: 0.5776 d2.loss_cls: 0.4271, d2.loss_bbox: 0.5376 d3.loss_cls: 0.3361, d3.loss_bbox: 0.3903 d4.loss_cls: 0.5478, d4.loss_bbox: 0.5812, loss: 4.2985, grad_norm: 53.8495
2024-03-24 20:30:07,088 - my_logger - INFO - 2024-03-28 20:31:02,000 - mmdet - INFO - Epoch [41][2000/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4725, loss_bbox: 0.4625, d0.loss_cls: 0.3319, d0.loss_bbox: 0.4004 d1.loss_cls: 0.4761, d1.loss_bbox: 0.5445 d2.loss_cls: 0.3943, d2.loss_bbox: 0.3535 d3.loss_cls: 0.3406, d3.loss_bbox: 0.3276 d4.loss_cls: 0.5460, d4.loss_bbox: 0.3286, loss: 3.7089, grad_norm: 53.5599
2024-03-24 20:30:07,088 - my_logger - INFO - 2024-03-28 20:33:02,000 - mmdet - INFO - Epoch [41][2050/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4296, loss_bbox: 0.3496, d0.loss_cls: 0.4156, d0.loss_bbox: 0.3829 d1.loss_cls: 0.5905, d1.loss_bbox: 0.4377 d2.loss_cls: 0.4380, d2.loss_bbox: 0.5572 d3.loss_cls: 0.5748, d3.loss_bbox: 0.5041 d4.loss_cls: 0.4898, d4.loss_bbox: 0.4203, loss: 4.0750, grad_norm: 57.8380
2024-03-24 20:30:07,089 - my_logger - INFO - 2024-03-28 20:35:02,000 - mmdet - INFO - Epoch [41][2100/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3070, loss_bbox: 0.4548, d0.loss_cls: 0.5869, d0.loss_bbox: 0.3104 d1.loss_cls: 0.5460, d1.loss_bbox: 0.5616 d2.loss_cls: 0.4869, d2.loss_bbox: 0.3340 d3.loss_cls: 0.3083, d3.loss_bbox: 0.5875 d4.loss_cls: 0.5265, d4.loss_bbox: 0.5112, loss: 3.5961, grad_norm: 51.4629
2024-03-24 20:30:07,089 - my_logger - INFO - 2024-03-28 20:37:02,000 - mmdet - INFO - Epoch [41][2150/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5237, loss_bbox: 0.4280, d0.loss_cls: 0.5950, d0.loss_bbox: 0.5983 d1.loss_cls: 0.4545, d1.loss_bbox: 0.4510 d2.loss_cls: 0.3441, d2.loss_bbox: 0.5572 d3.loss_cls: 0.4273, d3.loss_bbox: 0.4176 d4.loss_cls: 0.4941, d4.loss_bbox: 0.3580, loss: 4.6396, grad_norm: 54.5244
2024-03-24 20:30:07,089 - my_logger - INFO - 2024-03-28 20:39:02,000 - mmdet - INFO - Epoch [41][2200/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3176, loss_bbox: 0.5767, d0.loss_cls: 0.4223, d0.loss_bbox: 0.4358 d1.loss_cls: 0.5783, d1.loss_bbox: 0.4309 d2.loss_cls: 0.5644, d2.loss_bbox: 0.5558 d3.loss_cls: 0.4442, d3.loss_bbox: 0.4999 d4.loss_cls: 0.5493, d4.loss_bbox: 0.5205, loss: 4.7035, grad_norm: 51.7650
2024-03-24 20:30:07,090 - my_logger - INFO - 2024-03-28 20:41:02,000 - mmdet - INFO - Epoch [41][2250/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5339, loss_bbox: 0.4450, d0.loss_cls: 0.4323, d0.loss_bbox: 0.3570 d1.loss_cls: 0.4856, d1.loss_bbox: 0.3770 d2.loss_cls: 0.3155, d2.loss_bbox: 0.5745 d3.loss_cls: 0.5732, d3.loss_bbox: 0.5796 d4.loss_cls: 0.3909, d4.loss_bbox: 0.5444, loss: 4.4442, grad_norm: 55.8906
2024-03-24 20:30:07,090 - my_logger - INFO - 2024-03-28 20:43:02,000 - mmdet - INFO - Epoch [41][2300/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2985, loss_bbox: 0.3276, d0.loss_cls: 0.4607, d0.loss_bbox: 0.4492 d1.loss_cls: 0.3580, d1.loss_bbox: 0.5477 d2.loss_cls: 0.5917, d2.loss_bbox: 0.4376 d3.loss_cls: 0.4513, d3.loss_bbox: 0.3813 d4.loss_cls: 0.3099, d4.loss_bbox: 0.3870, loss: 3.9038, grad_norm: 54.5161
2024-03-24 20:30:07,090 - my_logger - INFO - 2024-03-28 20:45:02,000 - mmdet - INFO - Epoch [41][2350/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3205, loss_bbox: 0.4243, d0.loss_cls: 0.5766, d0.loss_bbox: 0.5669 d1.loss_cls: 0.5535, d1.loss_bbox: 0.5791 d2.loss_cls: 0.3623, d2.loss_bbox: 0.4748 d3.loss_cls: 0.4871, d3.loss_bbox: 0.5596 d4.loss_cls: 0.4405, d4.loss_bbox: 0.3739, loss: 3.9450, grad_norm: 54.9731
2024-03-24 20:30:07,091 - my_logger - INFO - 2024-03-28 20:47:02,000 - mmdet - INFO - Epoch [41][2400/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5169, loss_bbox: 0.3726, d0.loss_cls: 0.4430, d0.loss_bbox: 0.5262 d1.loss_cls: 0.4525, d1.loss_bbox: 0.3961 d2.loss_cls: 0.5715, d2.loss_bbox: 0.3877 d3.loss_cls: 0.5277, d3.loss_bbox: 0.4036 d4.loss_cls: 0.3502, d4.loss_bbox: 0.4668, loss: 3.7955, grad_norm: 54.6590
2024-03-24 20:30:07,091 - my_logger - INFO - 2024-03-28 20:49:02,000 - mmdet - INFO - Epoch [41][2450/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4103, loss_bbox: 0.4319, d0.loss_cls: 0.3046, d0.loss_bbox: 0.5036 d1.loss_cls: 0.3565, d1.loss_bbox: 0.3947 d2.loss_cls: 0.3756, d2.loss_bbox: 0.3977 d3.loss_cls: 0.4128, d3.loss_bbox: 0.4623 d4.loss_cls: 0.3744, d4.loss_bbox: 0.5976, loss: 4.1281, grad_norm: 50.8145
2024-03-24 20:30:07,092 - my_logger - INFO - 2024-03-28 20:51:02,000 - mmdet - INFO - Epoch [41][2500/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3099, loss_bbox: 0.5431, d0.loss_cls: 0.4528, d0.loss_bbox: 0.5214 d1.loss_cls: 0.3096, d1.loss_bbox: 0.4773 d2.loss_cls: 0.5497, d2.loss_bbox: 0.5831 d3.loss_cls: 0.5898, d3.loss_bbox: 0.4427 d4.loss_cls: 0.3415, d4.loss_bbox: 0.3746, loss: 4.1545, grad_norm: 52.9905
2024-03-24 20:30:07,092 - my_logger - INFO - 2024-03-28 20:53:02,000 - mmdet - INFO - Epoch [41][2550/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4403, loss_bbox: 0.5932, d0.loss_cls: 0.5988, d0.loss_bbox: 0.4496 d1.loss_cls: 0.4418, d1.loss_bbox: 0.4576 d2.loss_cls: 0.5463, d2.loss_bbox: 0.3015 d3.loss_cls: 0.3071, d3.loss_bbox: 0.5603 d4.loss_cls: 0.4969, d4.loss_bbox: 0.3352, loss: 4.5515, grad_norm: 57.7951
2024-03-24 20:30:07,092 - my_logger - INFO - 2024-03-28 20:55:02,000 - mmdet - INFO - Epoch [41][2600/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2754, loss_bbox: 0.4619, d0.loss_cls: 0.4709, d0.loss_bbox: 0.3990 d1.loss_cls: 0.4266, d1.loss_bbox: 0.5265 d2.loss_cls: 0.3322, d2.loss_bbox: 0.4937 d3.loss_cls: 0.5930, d3.loss_bbox: 0.4994 d4.loss_cls: 0.4302, d4.loss_bbox: 0.4659, loss: 4.0028, grad_norm: 54.9799
2024-03-24 20:30:07,093 - my_logger - INFO - 2024-03-28 20:57:02,000 - mmdet - INFO - Epoch [41][2650/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5178, loss_bbox: 0.5721, d0.loss_cls: 0.5515, d0.loss_bbox: 0.4047 d1.loss_cls: 0.4821, d1.loss_bbox: 0.5707 d2.loss_cls: 0.4280, d2.loss_bbox: 0.3978 d3.loss_cls: 0.3353, d3.loss_bbox: 0.4110 d4.loss_cls: 0.4553, d4.loss_bbox: 0.3333, loss: 3.8562, grad_norm: 55.4805
2024-03-24 20:30:07,094 - my_logger - INFO - 2024-03-28 20:59:02,000 - mmdet - INFO - Epoch [41][2700/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3943, loss_bbox: 0.4361, d0.loss_cls: 0.5464, d0.loss_bbox: 0.3261 d1.loss_cls: 0.3202, d1.loss_bbox: 0.5060 d2.loss_cls: 0.4440, d2.loss_bbox: 0.3884 d3.loss_cls: 0.3404, d3.loss_bbox: 0.3488 d4.loss_cls: 0.5900, d4.loss_bbox: 0.3754, loss: 4.6188, grad_norm: 53.3315
2024-03-24 20:30:07,094 - my_logger - INFO - 2024-03-28 21:01:02,000 - mmdet - INFO - Epoch [41][2750/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2718, loss_bbox: 0.5603, d0.loss_cls: 0.4966, d0.loss_bbox: 0.3057 d1.loss_cls: 0.5100, d1.loss_bbox: 0.5138 d2.loss_cls: 0.5000, d2.loss_bbox: 0.5371 d3.loss_cls: 0.5507, d3.loss_bbox: 0.3335 d4.loss_cls: 0.4276, d4.loss_bbox: 0.5345, loss: 3.5281, grad_norm: 59.6842
2024-03-24 20:30:07,095 - my_logger - INFO - 2024-03-28 21:03:02,000 - mmdet - INFO - Epoch [41][2800/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4604, loss_bbox: 0.4104, d0.loss_cls: 0.5919, d0.loss_bbox: 0.5313 d1.loss_cls: 0.5416, d1.loss_bbox: 0.5971 d2.loss_cls: 0.4115, d2.loss_bbox: 0.3220 d3.loss_cls: 0.4161, d3.loss_bbox: 0.4724 d4.loss_cls: 0.3999, d4.loss_bbox: 0.5258, loss: 4.5741, grad_norm: 50.3088
2024-03-24 20:30:07,095 - my_logger - INFO - 2024-03-28 21:05:02,000 - mmdet - INFO - Epoch [41][2850/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2917, loss_bbox: 0.4289, d0.loss_cls: 0.3749, d0.loss_bbox: 0.5378 d1.loss_cls: 0.4050, d1.loss_bbox: 0.3319 d2.loss_cls: 0.3626, d2.loss_bbox: 0.5361 d3.loss_cls: 0.5006, d3.loss_bbox: 0.4220 d4.loss_cls: 0.5811, d4.loss_bbox: 0.4329, loss: 4.4460, grad_norm: 51.3917
2024-03-24 20:30:07,096 - my_logger - INFO - 2024-03-28 21:07:02,000 - mmdet - INFO - Epoch [41][2900/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3808, loss_bbox: 0.5047, d0.loss_cls: 0.3872, d0.loss_bbox: 0.4611 d1.loss_cls: 0.5385, d1.loss_bbox: 0.4272 d2.loss_cls: 0.3352, d2.loss_bbox: 0.3053 d3.loss_cls: 0.3075, d3.loss_bbox: 0.3206 d4.loss_cls: 0.3343, d4.loss_bbox: 0.3822, loss: 3.9268, grad_norm: 53.3189
2024-03-24 20:30:07,096 - my_logger - INFO - 2024-03-28 21:09:02,000 - mmdet - INFO - Epoch [41][2950/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2595, loss_bbox: 0.4787, d0.loss_cls: 0.5816, d0.loss_bbox: 0.3402 d1.loss_cls: 0.4325, d1.loss_bbox: 0.3515 d2.loss_cls: 0.4605, d2.loss_bbox: 0.3931 d3.loss_cls: 0.4103, d3.loss_bbox: 0.3300 d4.loss_cls: 0.3948, d4.loss_bbox: 0.5443, loss: 4.3383, grad_norm: 55.7064
2024-03-24 20:30:07,096 - my_logger - INFO - 2024-03-28 21:11:02,000 - mmdet - INFO - Epoch [41][3000/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3185, loss_bbox: 0.4413, d0.loss_cls: 0.3330, d0.loss_bbox: 0.5141 d1.loss_cls: 0.4188, d1.loss_bbox: 0.5802 d2.loss_cls: 0.5400, d2.loss_bbox: 0.4060 d3.loss_cls: 0.4800, d3.loss_bbox: 0.3294 d4.loss_cls: 0.4044, d4.loss_bbox: 0.4225, loss: 4.0967, grad_norm: 59.5247
2024-03-24 20:30:07,097 - my_logger - INFO - 2024-03-28 21:13:02,000 - mmdet - INFO - Epoch [41][3050/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5830, loss_bbox: 0.4570, d0.loss_cls: 0.3058, d0.loss_bbox: 0.4003 d1.loss_cls: 0.3863, d1.loss_bbox: 0.3094 d2.loss_cls: 0.3215, d2.loss_bbox: 0.4774 d3.loss_cls: 0.5919, d3.loss_bbox: 0.4632 d4.loss_cls: 0.3915, d4.loss_bbox: 0.4957, loss: 3.8205, grad_norm: 55.9460
2024-03-24 20:30:07,097 - my_logger - INFO - 2024-03-28 21:15:02,000 - mmdet - INFO - Epoch [41][3100/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3471, loss_bbox: 0.3225, d0.loss_cls: 0.5774, d0.loss_bbox: 0.3491 d1.loss_cls: 0.3440, d1.loss_bbox: 0.3757 d2.loss_cls: 0.5734, d2.loss_bbox: 0.3966 d3.loss_cls: 0.5889, d3.loss_bbox: 0.4535 d4.loss_cls: 0.3174, d4.loss_bbox: 0.4135, loss: 3.9761, grad_norm: 57.7159
2024-03-24 20:30:07,098 - my_logger - INFO - 2024-03-28 21:17:02,000 - mmdet - INFO - Epoch [41][3150/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3261, loss_bbox: 0.3118, d0.loss_cls: 0.3934, d0.loss_bbox: 0.3631 d1.loss_cls: 0.4398, d1.loss_bbox: 0.4921 d2.loss_cls: 0.5548, d2.loss_bbox: 0.3530 d3.loss_cls: 0.5024, d3.loss_bbox: 0.3518 d4.loss_cls: 0.3574, d4.loss_bbox: 0.4193, loss: 4.4950, grad_norm: 52.9478
2024-03-24 20:30:07,098 - my_logger - INFO - 2024-03-28 21:19:02,000 - mmdet - INFO - Epoch [41][3200/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3333, loss_bbox: 0.3604, d0.loss_cls: 0.3794, d0.loss_bbox: 0.4308 d1.loss_cls: 0.3824, d1.loss_bbox: 0.4121 d2.loss_cls: 0.5064, d2.loss_bbox: 0.4691 d3.loss_cls: 0.3672, d3.loss_bbox: 0.4171 d4.loss_cls: 0.3845, d4.loss_bbox: 0.5215, loss: 4.5919, grad_norm: 57.3882
2024-03-24 20:30:07,098 - my_logger - INFO - 2024-03-28 21:21:02,000 - mmdet - INFO - Epoch [41][3250/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4012, loss_bbox: 0.3836, d0.loss_cls: 0.4102, d0.loss_bbox: 0.4522 d1.loss_cls: 0.3580, d1.loss_bbox: 0.5827 d2.loss_cls: 0.3680, d2.loss_bbox: 0.3501 d3.loss_cls: 0.4265, d3.loss_bbox: 0.5437 d4.loss_cls: 0.3466, d4.loss_bbox: 0.5768, loss: 3.5724, grad_norm: 52.1037
2024-03-24 20:30:07,099 - my_logger - INFO - 2024-03-28 21:23:02,000 - mmdet - INFO - Epoch [41][3300/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3992, loss_bbox: 0.3837, d0.loss_cls: 0.3558, d0.loss_bbox: 0.3595 d1.loss_cls: 0.5002, d1.loss_bbox: 0.5989 d2.loss_cls: 0.5709, d2.loss_bbox: 0.3527 d3.loss_cls: 0.5771, d3.loss_bbox: 0.5371 d4.loss_cls: 0.5975, d4.loss_bbox: 0.5980, loss: 3.5780, grad_norm: 59.5408
2024-03-24 20:30:07,099 - my_logger - INFO - 2024-03-28 21:25:02,000 - mmdet - INFO - Epoch [41][3350/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4585, loss_bbox: 0.4919, d0.loss_cls: 0.4174, d0.loss_bbox: 0.3273 d1.loss_cls: 0.3074, d1.loss_bbox: 0.4503 d2.loss_cls: 0.3340, d2.loss_bbox: 0.4442 d3.loss_cls: 0.4260, d3.loss_bbox: 0.5271 d4.loss_cls: 0.4567, d4.loss_bbox: 0.3918, loss: 4.2453, grad_norm: 56.3695
2024-03-24 20:30:07,100 - my_logger - INFO - 2024-03-28 21:27:02,000 - mmdet - INFO - Epoch [41][3400/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5382, loss_bbox: 0.5169, d0.loss_cls: 0.3504, d0.loss_bbox: 0.4936 d1.loss_cls: 0.3519, d1.loss_bbox: 0.5539 d2.loss_cls: 0.5273, d2.loss_bbox: 0.3357 d3.loss_cls: 0.5244, d3.loss_bbox: 0.5700 d4.loss_cls: 0.5371, d4.loss_bbox: 0.3527, loss: 4.2883, grad_norm: 54.7119
2024-03-24 20:30:07,100 - my_logger - INFO - 2024-03-28 21:29:02,000 - mmdet - INFO - Epoch [41][3450/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5058, loss_bbox: 0.4143, d0.loss_cls: 0.4487, d0.loss_bbox: 0.5792 d1.loss_cls: 0.4576, d1.loss_bbox: 0.3103 d2.loss_cls: 0.5546, d2.loss_bbox: 0.5090 d3.loss_cls: 0.3456, d3.loss_bbox: 0.5703 d4.loss_cls: 0.5363, d4.loss_bbox: 0.5137, loss: 3.7453, grad_norm: 55.0430
2024-03-24 20:30:07,100 - my_logger - INFO - 2024-03-28 21:31:02,000 - mmdet - INFO - Epoch [41][3500/3517][Batch size: 50]	lr: 7.204e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4270, loss_bbox: 0.4208, d0.loss_cls: 0.4066, d0.loss_bbox: 0.4627 d1.loss_cls: 0.3715, d1.loss_bbox: 0.3058 d2.loss_cls: 0.5995, d2.loss_bbox: 0.3927 d3.loss_cls: 0.3133, d3.loss_bbox: 0.4854 d4.loss_cls: 0.5839, d4.loss_bbox: 0.3436, loss: 4.3765, grad_norm: 50.0159
2024-03-24 20:30:07,101 - my_logger - INFO - 2024-03-28 21:33:02,000 - mmdet - INFO - Epoch [42][0/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5893, loss_bbox: 0.5550, d0.loss_cls: 0.3899, d0.loss_bbox: 0.3441 d1.loss_cls: 0.4872, d1.loss_bbox: 0.4536 d2.loss_cls: 0.4163, d2.loss_bbox: 0.5515 d3.loss_cls: 0.5493, d3.loss_bbox: 0.3764 d4.loss_cls: 0.5177, d4.loss_bbox: 0.4316, loss: 4.6311, grad_norm: 50.5782
2024-03-24 20:30:07,101 - my_logger - INFO - 2024-03-28 21:35:02,000 - mmdet - INFO - Epoch [42][50/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5058, loss_bbox: 0.5360, d0.loss_cls: 0.3851, d0.loss_bbox: 0.5842 d1.loss_cls: 0.3745, d1.loss_bbox: 0.3812 d2.loss_cls: 0.3540, d2.loss_bbox: 0.4503 d3.loss_cls: 0.3279, d3.loss_bbox: 0.4252 d4.loss_cls: 0.4378, d4.loss_bbox: 0.5451, loss: 3.7460, grad_norm: 56.3376
2024-03-24 20:30:07,101 - my_logger - INFO - 2024-03-28 21:37:02,000 - mmdet - INFO - Epoch [42][100/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4376, loss_bbox: 0.3864, d0.loss_cls: 0.5640, d0.loss_bbox: 0.3193 d1.loss_cls: 0.4596, d1.loss_bbox: 0.4993 d2.loss_cls: 0.3789, d2.loss_bbox: 0.5419 d3.loss_cls: 0.3477, d3.loss_bbox: 0.4965 d4.loss_cls: 0.5919, d4.loss_bbox: 0.3378, loss: 3.6771, grad_norm: 59.2578
2024-03-24 20:30:07,102 - my_logger - INFO - 2024-03-28 21:39:02,000 - mmdet - INFO - Epoch [42][150/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3275, loss_bbox: 0.3574, d0.loss_cls: 0.3973, d0.loss_bbox: 0.5656 d1.loss_cls: 0.5584, d1.loss_bbox: 0.4774 d2.loss_cls: 0.5647, d2.loss_bbox: 0.3744 d3.loss_cls: 0.3183, d3.loss_bbox: 0.4190 d4.loss_cls: 0.5251, d4.loss_bbox: 0.3679, loss: 3.5253, grad_norm: 54.3516
2024-03-24 20:30:07,102 - my_logger - INFO - 2024-03-28 21:41:02,000 - mmdet - INFO - Epoch [42][200/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3241, loss_bbox: 0.3620, d0.loss_cls: 0.4284, d0.loss_bbox: 0.4668 d1.loss_cls: 0.3406, d1.loss_bbox: 0.5126 d2.loss_cls: 0.5419, d2.loss_bbox: 0.5416 d3.loss_cls: 0.5478, d3.loss_bbox: 0.3465 d4.loss_cls: 0.4413, d4.loss_bbox: 0.5453, loss: 4.5229, grad_norm: 50.0322
2024-03-24 20:30:07,102 - my_logger - INFO - 2024-03-28 21:43:02,000 - mmdet - INFO - Epoch [42][250/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5464, loss_bbox: 0.3547, d0.loss_cls: 0.3340, d0.loss_bbox: 0.4733 d1.loss_cls: 0.3558, d1.loss_bbox: 0.4915 d2.loss_cls: 0.4593, d2.loss_bbox: 0.4213 d3.loss_cls: 0.3586, d3.loss_bbox: 0.3416 d4.loss_cls: 0.3706, d4.loss_bbox: 0.4663, loss: 4.9599, grad_norm: 51.4262
2024-03-24 20:30:07,103 - my_logger - INFO - 2024-03-28 21:45:02,000 - mmdet - INFO - Epoch [42][300/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2851, loss_bbox: 0.5512, d0.loss_cls: 0.4677, d0.loss_bbox: 0.3503 d1.loss_cls: 0.3036, d1.loss_bbox: 0.3082 d2.loss_cls: 0.4353, d2.loss_bbox: 0.5497 d3.loss_cls: 0.5173, d3.loss_bbox: 0.3119 d4.loss_cls: 0.5651, d4.loss_bbox: 0.4917, loss: 3.9983, grad_norm: 59.8946
2024-03-24 20:30:07,103 - my_logger - INFO - 2024-03-28 21:47:02,000 - mmdet - INFO - Epoch [42][350/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4421, loss_bbox: 0.4056, d0.loss_cls: 0.3626, d0.loss_bbox: 0.3608 d1.loss_cls: 0.3251, d1.loss_bbox: 0.5941 d2.loss_cls: 0.4992, d2.loss_bbox: 0.3907 d3.loss_cls: 0.3130, d3.loss_bbox: 0.3431 d4.loss_cls: 0.4213, d4.loss_bbox: 0.4293, loss: 4.9569, grad_norm: 53.1915
2024-03-24 20:30:07,104 - my_logger - INFO - 2024-03-28 21:49:02,000 - mmdet - INFO - Epoch [42][400/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4411, loss_bbox: 0.4910, d0.loss_cls: 0.3160, d0.loss_bbox: 0.4636 d1.loss_cls: 0.3531, d1.loss_bbox: 0.4101 d2.loss_cls: 0.4629, d2.loss_bbox: 0.3229 d3.loss_cls: 0.5092, d3.loss_bbox: 0.5827 d4.loss_cls: 0.3191, d4.loss_bbox: 0.4698, loss: 3.8439, grad_norm: 57.9585
2024-03-24 20:30:07,104 - my_logger - INFO - 2024-03-28 21:51:02,000 - mmdet - INFO - Epoch [42][450/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5320, loss_bbox: 0.3436, d0.loss_cls: 0.4629, d0.loss_bbox: 0.5901 d1.loss_cls: 0.5883, d1.loss_bbox: 0.5825 d2.loss_cls: 0.5938, d2.loss_bbox: 0.4625 d3.loss_cls: 0.3134, d3.loss_bbox: 0.3264 d4.loss_cls: 0.3230, d4.loss_bbox: 0.5838, loss: 4.5459, grad_norm: 54.0826
2024-03-24 20:30:07,104 - my_logger - INFO - 2024-03-28 21:53:02,000 - mmdet - INFO - Epoch [42][500/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3029, loss_bbox: 0.5676, d0.loss_cls: 0.4731, d0.loss_bbox: 0.4731 d1.loss_cls: 0.4177, d1.loss_bbox: 0.5374 d2.loss_cls: 0.3972, d2.loss_bbox: 0.5510 d3.loss_cls: 0.5006, d3.loss_bbox: 0.3559 d4.loss_cls: 0.4638, d4.loss_bbox: 0.3443, loss: 3.7830, grad_norm: 56.7741
2024-03-24 20:30:07,105 - my_logger - INFO - 2024-03-28 21:55:02,000 - mmdet - INFO - Epoch [42][550/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4291, loss_bbox: 0.3104, d0.loss_cls: 0.5011, d0.loss_bbox: 0.4367 d1.loss_cls: 0.3918, d1.loss_bbox: 0.4813 d2.loss_cls: 0.4705, d2.loss_bbox: 0.5787 d3.loss_cls: 0.4413, d3.loss_bbox: 0.5636 d4.loss_cls: 0.3041, d4.loss_bbox: 0.4994, loss: 3.5884, grad_norm: 58.3742
2024-03-24 20:30:07,105 - my_logger - INFO - 2024-03-28 21:57:02,000 - mmdet - INFO - Epoch [42][600/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5671, loss_bbox: 0.3074, d0.loss_cls: 0.5679, d0.loss_bbox: 0.5744 d1.loss_cls: 0.3673, d1.loss_bbox: 0.4196 d2.loss_cls: 0.4657, d2.loss_bbox: 0.3979 d3.loss_cls: 0.4655, d3.loss_bbox: 0.4394 d4.loss_cls: 0.5185, d4.loss_bbox: 0.5813, loss: 3.8882, grad_norm: 55.2359
2024-03-24 20:30:07,105 - my_logger - INFO - 2024-03-28 21:59:02,000 - mmdet - INFO - Epoch [42][650/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4812, loss_bbox: 0.4057, d0.loss_cls: 0.5561, d0.loss_bbox: 0.4247 d1.loss_cls: 0.4326, d1.loss_bbox: 0.3179 d2.loss_cls: 0.5723, d2.loss_bbox: 0.5854 d3.loss_cls: 0.4167, d3.loss_bbox: 0.3762 d4.loss_cls: 0.4118, d4.loss_bbox: 0.5881, loss: 3.7774, grad_norm: 50.9018
2024-03-24 20:30:07,106 - my_logger - INFO - 2024-03-28 22:01:02,000 - mmdet - INFO - Epoch [42][700/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3222, loss_bbox: 0.3860, d0.loss_cls: 0.4178, d0.loss_bbox: 0.3047 d1.loss_cls: 0.4293, d1.loss_bbox: 0.3957 d2.loss_cls: 0.3248, d2.loss_bbox: 0.3362 d3.loss_cls: 0.3581, d3.loss_bbox: 0.4231 d4.loss_cls: 0.3005, d4.loss_bbox: 0.4434, loss: 3.7492, grad_norm: 53.5802
2024-03-24 20:30:07,106 - my_logger - INFO - 2024-03-28 22:03:02,000 - mmdet - INFO - Epoch [42][750/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2835, loss_bbox: 0.3947, d0.loss_cls: 0.5526, d0.loss_bbox: 0.4990 d1.loss_cls: 0.3035, d1.loss_bbox: 0.5668 d2.loss_cls: 0.4823, d2.loss_bbox: 0.5022 d3.loss_cls: 0.5954, d3.loss_bbox: 0.3619 d4.loss_cls: 0.5715, d4.loss_bbox: 0.5257, loss: 4.3094, grad_norm: 56.7105
2024-03-24 20:30:07,106 - my_logger - INFO - 2024-03-28 22:05:02,000 - mmdet - INFO - Epoch [42][800/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3619, loss_bbox: 0.4786, d0.loss_cls: 0.5429, d0.loss_bbox: 0.3380 d1.loss_cls: 0.3972, d1.loss_bbox: 0.3431 d2.loss_cls: 0.3201, d2.loss_bbox: 0.3206 d3.loss_cls: 0.3206, d3.loss_bbox: 0.3486 d4.loss_cls: 0.3868, d4.loss_bbox: 0.4893, loss: 3.5339, grad_norm: 54.1552
2024-03-24 20:30:07,107 - my_logger - INFO - 2024-03-28 22:07:02,000 - mmdet - INFO - Epoch [42][850/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5075, loss_bbox: 0.3332, d0.loss_cls: 0.4179, d0.loss_bbox: 0.3689 d1.loss_cls: 0.4466, d1.loss_bbox: 0.3196 d2.loss_cls: 0.5065, d2.loss_bbox: 0.3580 d3.loss_cls: 0.3492, d3.loss_bbox: 0.5684 d4.loss_cls: 0.5711, d4.loss_bbox: 0.3538, loss: 3.5878, grad_norm: 58.9462
2024-03-24 20:30:07,107 - my_logger - INFO - 2024-03-28 22:09:02,000 - mmdet - INFO - Epoch [42][900/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4044, loss_bbox: 0.4530, d0.loss_cls: 0.4820, d0.loss_bbox: 0.3939 d1.loss_cls: 0.4009, d1.loss_bbox: 0.5824 d2.loss_cls: 0.5354, d2.loss_bbox: 0.5518 d3.loss_cls: 0.4945, d3.loss_bbox: 0.5169 d4.loss_cls: 0.4166, d4.loss_bbox: 0.3755, loss: 3.5868, grad_norm: 55.8393
2024-03-24 20:30:07,107 - my_logger - INFO - 2024-03-28 22:11:02,000 - mmdet - INFO - Epoch [42][950/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2759, loss_bbox: 0.4769, d0.loss_cls: 0.3453, d0.loss_bbox: 0.4882 d1.loss_cls: 0.3372, d1.loss_bbox: 0.4391 d2.loss_cls: 0.3809, d2.loss_bbox: 0.3805 d3.loss_cls: 0.3840, d3.loss_bbox: 0.3848 d4.loss_cls: 0.3813, d4.loss_bbox: 0.3680, loss: 3.6605, grad_norm: 51.3044
2024-03-24 20:30:07,114 - my_logger - INFO - 2024-03-28 22:13:02,000 - mmdet - INFO - Epoch [42][1000/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4161, loss_bbox: 0.5180, d0.loss_cls: 0.5751, d0.loss_bbox: 0.3187 d1.loss_cls: 0.5512, d1.loss_bbox: 0.5669 d2.loss_cls: 0.3832, d2.loss_bbox: 0.5315 d3.loss_cls: 0.3267, d3.loss_bbox: 0.3344 d4.loss_cls: 0.3175, d4.loss_bbox: 0.5779, loss: 4.4042, grad_norm: 57.6881
2024-03-24 20:30:07,115 - my_logger - INFO - 2024-03-28 22:15:02,000 - mmdet - INFO - Epoch [42][1050/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4656, loss_bbox: 0.5278, d0.loss_cls: 0.4979, d0.loss_bbox: 0.3533 d1.loss_cls: 0.4808, d1.loss_bbox: 0.3340 d2.loss_cls: 0.5213, d2.loss_bbox: 0.5993 d3.loss_cls: 0.4780, d3.loss_bbox: 0.4291 d4.loss_cls: 0.5692, d4.loss_bbox: 0.5889, loss: 4.7706, grad_norm: 50.6896
2024-03-24 20:30:07,115 - my_logger - INFO - 2024-03-28 22:17:02,000 - mmdet - INFO - Epoch [42][1100/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5095, loss_bbox: 0.5821, d0.loss_cls: 0.3953, d0.loss_bbox: 0.5994 d1.loss_cls: 0.5640, d1.loss_bbox: 0.3676 d2.loss_cls: 0.3099, d2.loss_bbox: 0.5077 d3.loss_cls: 0.4762, d3.loss_bbox: 0.4586 d4.loss_cls: 0.3291, d4.loss_bbox: 0.4256, loss: 3.5925, grad_norm: 57.6919
2024-03-24 20:30:07,116 - my_logger - INFO - 2024-03-28 22:19:02,000 - mmdet - INFO - Epoch [42][1150/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2860, loss_bbox: 0.5569, d0.loss_cls: 0.3530, d0.loss_bbox: 0.3852 d1.loss_cls: 0.4780, d1.loss_bbox: 0.3050 d2.loss_cls: 0.5913, d2.loss_bbox: 0.3031 d3.loss_cls: 0.4845, d3.loss_bbox: 0.5829 d4.loss_cls: 0.4111, d4.loss_bbox: 0.5062, loss: 4.3781, grad_norm: 52.1606
2024-03-24 20:30:07,116 - my_logger - INFO - 2024-03-28 22:21:02,000 - mmdet - INFO - Epoch [42][1200/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5753, loss_bbox: 0.4680, d0.loss_cls: 0.5822, d0.loss_bbox: 0.5040 d1.loss_cls: 0.4454, d1.loss_bbox: 0.4764 d2.loss_cls: 0.4971, d2.loss_bbox: 0.3552 d3.loss_cls: 0.4644, d3.loss_bbox: 0.5986 d4.loss_cls: 0.4014, d4.loss_bbox: 0.3112, loss: 4.2022, grad_norm: 58.3134
2024-03-24 20:30:07,116 - my_logger - INFO - 2024-03-28 22:23:02,000 - mmdet - INFO - Epoch [42][1250/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5103, loss_bbox: 0.5116, d0.loss_cls: 0.5222, d0.loss_bbox: 0.3256 d1.loss_cls: 0.3531, d1.loss_bbox: 0.3024 d2.loss_cls: 0.5929, d2.loss_bbox: 0.4439 d3.loss_cls: 0.5275, d3.loss_bbox: 0.5097 d4.loss_cls: 0.5232, d4.loss_bbox: 0.5240, loss: 4.3863, grad_norm: 57.8653
2024-03-24 20:30:07,117 - my_logger - INFO - 2024-03-28 22:25:02,000 - mmdet - INFO - Epoch [42][1300/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5739, loss_bbox: 0.4984, d0.loss_cls: 0.3065, d0.loss_bbox: 0.4382 d1.loss_cls: 0.4800, d1.loss_bbox: 0.3774 d2.loss_cls: 0.4802, d2.loss_bbox: 0.4579 d3.loss_cls: 0.4374, d3.loss_bbox: 0.4142 d4.loss_cls: 0.4155, d4.loss_bbox: 0.4159, loss: 4.1386, grad_norm: 56.3094
2024-03-24 20:30:07,117 - my_logger - INFO - 2024-03-28 22:27:02,000 - mmdet - INFO - Epoch [42][1350/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3960, loss_bbox: 0.3363, d0.loss_cls: 0.5324, d0.loss_bbox: 0.5767 d1.loss_cls: 0.4022, d1.loss_bbox: 0.3576 d2.loss_cls: 0.4641, d2.loss_bbox: 0.4992 d3.loss_cls: 0.3660, d3.loss_bbox: 0.5545 d4.loss_cls: 0.5563, d4.loss_bbox: 0.3406, loss: 4.1814, grad_norm: 50.6907
2024-03-24 20:30:07,118 - my_logger - INFO - 2024-03-28 22:29:02,000 - mmdet - INFO - Epoch [42][1400/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5273, loss_bbox: 0.3346, d0.loss_cls: 0.4207, d0.loss_bbox: 0.4374 d1.loss_cls: 0.4661, d1.loss_bbox: 0.3529 d2.loss_cls: 0.4352, d2.loss_bbox: 0.3153 d3.loss_cls: 0.5134, d3.loss_bbox: 0.3277 d4.loss_cls: 0.4778, d4.loss_bbox: 0.4456, loss: 4.7577, grad_norm: 57.0767
2024-03-24 20:30:07,118 - my_logger - INFO - 2024-03-28 22:31:02,000 - mmdet - INFO - Epoch [42][1450/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5182, loss_bbox: 0.4110, d0.loss_cls: 0.4137, d0.loss_bbox: 0.3907 d1.loss_cls: 0.5541, d1.loss_bbox: 0.5108 d2.loss_cls: 0.5880, d2.loss_bbox: 0.4232 d3.loss_cls: 0.5744, d3.loss_bbox: 0.3954 d4.loss_cls: 0.3085, d4.loss_bbox: 0.4931, loss: 3.5227, grad_norm: 59.2612
2024-03-24 20:30:07,118 - my_logger - INFO - 2024-03-28 22:33:02,000 - mmdet - INFO - Epoch [42][1500/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3963, loss_bbox: 0.4288, d0.loss_cls: 0.5612, d0.loss_bbox: 0.3750 d1.loss_cls: 0.5759, d1.loss_bbox: 0.3550 d2.loss_cls: 0.4373, d2.loss_bbox: 0.4475 d3.loss_cls: 0.5939, d3.loss_bbox: 0.3444 d4.loss_cls: 0.3698, d4.loss_bbox: 0.5552, loss: 4.2355, grad_norm: 59.4321
2024-03-24 20:30:07,119 - my_logger - INFO - 2024-03-28 22:35:02,000 - mmdet - INFO - Epoch [42][1550/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5839, loss_bbox: 0.3828, d0.loss_cls: 0.3059, d0.loss_bbox: 0.4228 d1.loss_cls: 0.5285, d1.loss_bbox: 0.5077 d2.loss_cls: 0.3453, d2.loss_bbox: 0.4112 d3.loss_cls: 0.3783, d3.loss_bbox: 0.4162 d4.loss_cls: 0.5086, d4.loss_bbox: 0.4335, loss: 4.2365, grad_norm: 56.0640
2024-03-24 20:30:07,119 - my_logger - INFO - 2024-03-28 22:37:02,000 - mmdet - INFO - Epoch [42][1600/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5804, loss_bbox: 0.3836, d0.loss_cls: 0.3875, d0.loss_bbox: 0.5982 d1.loss_cls: 0.3151, d1.loss_bbox: 0.4513 d2.loss_cls: 0.5992, d2.loss_bbox: 0.3565 d3.loss_cls: 0.3308, d3.loss_bbox: 0.5765 d4.loss_cls: 0.5828, d4.loss_bbox: 0.5790, loss: 4.1113, grad_norm: 57.7259
2024-03-24 20:30:07,119 - my_logger - INFO - 2024-03-28 22:39:02,000 - mmdet - INFO - Epoch [42][1650/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4141, loss_bbox: 0.5010, d0.loss_cls: 0.5480, d0.loss_bbox: 0.3441 d1.loss_cls: 0.4713, d1.loss_bbox: 0.4151 d2.loss_cls: 0.5257, d2.loss_bbox: 0.5748 d3.loss_cls: 0.3208, d3.loss_bbox: 0.5808 d4.loss_cls: 0.4840, d4.loss_bbox: 0.5644, loss: 4.5745, grad_norm: 51.9568
2024-03-24 20:30:07,120 - my_logger - INFO - 2024-03-28 22:41:02,000 - mmdet - INFO - Epoch [42][1700/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5519, loss_bbox: 0.5414, d0.loss_cls: 0.5839, d0.loss_bbox: 0.3108 d1.loss_cls: 0.3306, d1.loss_bbox: 0.5103 d2.loss_cls: 0.4426, d2.loss_bbox: 0.5728 d3.loss_cls: 0.3706, d3.loss_bbox: 0.4562 d4.loss_cls: 0.5571, d4.loss_bbox: 0.3737, loss: 4.7302, grad_norm: 55.5983
2024-03-24 20:30:07,120 - my_logger - INFO - 2024-03-28 22:43:02,000 - mmdet - INFO - Epoch [42][1750/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4702, loss_bbox: 0.5808, d0.loss_cls: 0.4713, d0.loss_bbox: 0.3808 d1.loss_cls: 0.4452, d1.loss_bbox: 0.5145 d2.loss_cls: 0.4996, d2.loss_bbox: 0.4332 d3.loss_cls: 0.4854, d3.loss_bbox: 0.5437 d4.loss_cls: 0.5505, d4.loss_bbox: 0.3045, loss: 3.8084, grad_norm: 53.2895
2024-03-24 20:30:07,121 - my_logger - INFO - 2024-03-28 22:45:02,000 - mmdet - INFO - Epoch [42][1800/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5955, loss_bbox: 0.5384, d0.loss_cls: 0.5192, d0.loss_bbox: 0.3761 d1.loss_cls: 0.3494, d1.loss_bbox: 0.3532 d2.loss_cls: 0.4450, d2.loss_bbox: 0.5291 d3.loss_cls: 0.5622, d3.loss_bbox: 0.5631 d4.loss_cls: 0.5314, d4.loss_bbox: 0.5923, loss: 4.7602, grad_norm: 59.6382
2024-03-24 20:30:07,121 - my_logger - INFO - 2024-03-28 22:47:02,000 - mmdet - INFO - Epoch [42][1850/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5333, loss_bbox: 0.4282, d0.loss_cls: 0.5419, d0.loss_bbox: 0.3450 d1.loss_cls: 0.5152, d1.loss_bbox: 0.4921 d2.loss_cls: 0.5090, d2.loss_bbox: 0.4646 d3.loss_cls: 0.5032, d3.loss_bbox: 0.3962 d4.loss_cls: 0.5655, d4.loss_bbox: 0.3898, loss: 4.6451, grad_norm: 57.2207
2024-03-24 20:30:07,121 - my_logger - INFO - 2024-03-28 22:49:02,000 - mmdet - INFO - Epoch [42][1900/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4363, loss_bbox: 0.3595, d0.loss_cls: 0.4726, d0.loss_bbox: 0.4419 d1.loss_cls: 0.3963, d1.loss_bbox: 0.4708 d2.loss_cls: 0.5445, d2.loss_bbox: 0.5571 d3.loss_cls: 0.4302, d3.loss_bbox: 0.5424 d4.loss_cls: 0.3125, d4.loss_bbox: 0.4438, loss: 3.5989, grad_norm: 51.3313
2024-03-24 20:30:07,122 - my_logger - INFO - 2024-03-28 22:51:02,000 - mmdet - INFO - Epoch [42][1950/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2872, loss_bbox: 0.5562, d0.loss_cls: 0.5561, d0.loss_bbox: 0.4071 d1.loss_cls: 0.3231, d1.loss_bbox: 0.5802 d2.loss_cls: 0.4155, d2.loss_bbox: 0.3119 d3.loss_cls: 0.3497, d3.loss_bbox: 0.5808 d4.loss_cls: 0.3143, d4.loss_bbox: 0.4865, loss: 4.1738, grad_norm: 53.3895
2024-03-24 20:30:07,122 - my_logger - INFO - 2024-03-28 22:53:02,000 - mmdet - INFO - Epoch [42][2000/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3069, loss_bbox: 0.4958, d0.loss_cls: 0.4090, d0.loss_bbox: 0.4143 d1.loss_cls: 0.4398, d1.loss_bbox: 0.5264 d2.loss_cls: 0.3432, d2.loss_bbox: 0.3425 d3.loss_cls: 0.4465, d3.loss_bbox: 0.4396 d4.loss_cls: 0.5972, d4.loss_bbox: 0.5708, loss: 3.5791, grad_norm: 51.9944
2024-03-24 20:30:07,122 - my_logger - INFO - 2024-03-28 22:55:02,000 - mmdet - INFO - Epoch [42][2050/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5516, loss_bbox: 0.5828, d0.loss_cls: 0.4664, d0.loss_bbox: 0.5326 d1.loss_cls: 0.3713, d1.loss_bbox: 0.5146 d2.loss_cls: 0.4853, d2.loss_bbox: 0.5204 d3.loss_cls: 0.5294, d3.loss_bbox: 0.5879 d4.loss_cls: 0.4431, d4.loss_bbox: 0.5204, loss: 4.1103, grad_norm: 54.0716
2024-03-24 20:30:07,123 - my_logger - INFO - 2024-03-28 22:57:02,000 - mmdet - INFO - Epoch [42][2100/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2752, loss_bbox: 0.3316, d0.loss_cls: 0.4584, d0.loss_bbox: 0.3621 d1.loss_cls: 0.3349, d1.loss_bbox: 0.4719 d2.loss_cls: 0.5025, d2.loss_bbox: 0.4088 d3.loss_cls: 0.4297, d3.loss_bbox: 0.5397 d4.loss_cls: 0.3202, d4.loss_bbox: 0.5830, loss: 3.5916, grad_norm: 59.2802
2024-03-24 20:30:07,123 - my_logger - INFO - 2024-03-28 22:59:02,000 - mmdet - INFO - Epoch [42][2150/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3566, loss_bbox: 0.3583, d0.loss_cls: 0.5278, d0.loss_bbox: 0.4229 d1.loss_cls: 0.5223, d1.loss_bbox: 0.3993 d2.loss_cls: 0.4734, d2.loss_bbox: 0.3709 d3.loss_cls: 0.4915, d3.loss_bbox: 0.4178 d4.loss_cls: 0.3273, d4.loss_bbox: 0.3759, loss: 3.6037, grad_norm: 57.2529
2024-03-24 20:30:07,124 - my_logger - INFO - 2024-03-28 23:01:02,000 - mmdet - INFO - Epoch [42][2200/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5366, loss_bbox: 0.4499, d0.loss_cls: 0.4067, d0.loss_bbox: 0.3674 d1.loss_cls: 0.4326, d1.loss_bbox: 0.5240 d2.loss_cls: 0.3426, d2.loss_bbox: 0.5358 d3.loss_cls: 0.3565, d3.loss_bbox: 0.4770 d4.loss_cls: 0.3364, d4.loss_bbox: 0.4103, loss: 4.8465, grad_norm: 59.7779
2024-03-24 20:30:07,131 - my_logger - INFO - 2024-03-28 23:03:02,000 - mmdet - INFO - Epoch [42][2250/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5901, loss_bbox: 0.5385, d0.loss_cls: 0.5617, d0.loss_bbox: 0.5780 d1.loss_cls: 0.5330, d1.loss_bbox: 0.4216 d2.loss_cls: 0.3657, d2.loss_bbox: 0.4721 d3.loss_cls: 0.3025, d3.loss_bbox: 0.5791 d4.loss_cls: 0.4794, d4.loss_bbox: 0.3859, loss: 4.5477, grad_norm: 53.4607
2024-03-24 20:30:07,131 - my_logger - INFO - 2024-03-28 23:05:02,000 - mmdet - INFO - Epoch [42][2300/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4809, loss_bbox: 0.5072, d0.loss_cls: 0.3547, d0.loss_bbox: 0.3368 d1.loss_cls: 0.4383, d1.loss_bbox: 0.5335 d2.loss_cls: 0.3575, d2.loss_bbox: 0.5405 d3.loss_cls: 0.4521, d3.loss_bbox: 0.3282 d4.loss_cls: 0.3103, d4.loss_bbox: 0.5470, loss: 4.4189, grad_norm: 58.3521
2024-03-24 20:30:07,132 - my_logger - INFO - 2024-03-28 23:07:02,000 - mmdet - INFO - Epoch [42][2350/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5848, loss_bbox: 0.5428, d0.loss_cls: 0.5333, d0.loss_bbox: 0.4863 d1.loss_cls: 0.3897, d1.loss_bbox: 0.4517 d2.loss_cls: 0.3511, d2.loss_bbox: 0.4288 d3.loss_cls: 0.4894, d3.loss_bbox: 0.3007 d4.loss_cls: 0.4889, d4.loss_bbox: 0.4344, loss: 4.1125, grad_norm: 51.9862
2024-03-24 20:30:07,132 - my_logger - INFO - 2024-03-28 23:09:02,000 - mmdet - INFO - Epoch [42][2400/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.3462, d0.loss_cls: 0.3258, d0.loss_bbox: 0.4281 d1.loss_cls: 0.4654, d1.loss_bbox: 0.3695 d2.loss_cls: 0.3742, d2.loss_bbox: 0.4135 d3.loss_cls: 0.3664, d3.loss_bbox: 0.3698 d4.loss_cls: 0.5446, d4.loss_bbox: 0.3690, loss: 3.7057, grad_norm: 55.7453
2024-03-24 20:30:07,134 - my_logger - INFO - 2024-03-28 23:11:02,000 - mmdet - INFO - Epoch [42][2450/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2759, loss_bbox: 0.4600, d0.loss_cls: 0.5129, d0.loss_bbox: 0.4801 d1.loss_cls: 0.4643, d1.loss_bbox: 0.4281 d2.loss_cls: 0.3995, d2.loss_bbox: 0.4927 d3.loss_cls: 0.3018, d3.loss_bbox: 0.4036 d4.loss_cls: 0.4528, d4.loss_bbox: 0.5417, loss: 3.5296, grad_norm: 55.8102
2024-03-24 20:30:07,135 - my_logger - INFO - 2024-03-28 23:13:02,000 - mmdet - INFO - Epoch [42][2500/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4185, loss_bbox: 0.5116, d0.loss_cls: 0.3844, d0.loss_bbox: 0.4548 d1.loss_cls: 0.4323, d1.loss_bbox: 0.5293 d2.loss_cls: 0.3453, d2.loss_bbox: 0.5893 d3.loss_cls: 0.5700, d3.loss_bbox: 0.3099 d4.loss_cls: 0.3956, d4.loss_bbox: 0.4283, loss: 4.5362, grad_norm: 54.9502
2024-03-24 20:30:07,135 - my_logger - INFO - 2024-03-28 23:15:02,000 - mmdet - INFO - Epoch [42][2550/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5054, loss_bbox: 0.5017, d0.loss_cls: 0.4951, d0.loss_bbox: 0.3113 d1.loss_cls: 0.5656, d1.loss_bbox: 0.5268 d2.loss_cls: 0.3315, d2.loss_bbox: 0.3296 d3.loss_cls: 0.5153, d3.loss_bbox: 0.5825 d4.loss_cls: 0.3749, d4.loss_bbox: 0.4419, loss: 3.6836, grad_norm: 58.8505
2024-03-24 20:30:07,136 - my_logger - INFO - 2024-03-28 23:17:02,000 - mmdet - INFO - Epoch [42][2600/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5840, loss_bbox: 0.5981, d0.loss_cls: 0.5002, d0.loss_bbox: 0.5676 d1.loss_cls: 0.3953, d1.loss_bbox: 0.5439 d2.loss_cls: 0.4138, d2.loss_bbox: 0.5112 d3.loss_cls: 0.3770, d3.loss_bbox: 0.4322 d4.loss_cls: 0.5932, d4.loss_bbox: 0.4328, loss: 4.6071, grad_norm: 54.6619
2024-03-24 20:30:07,136 - my_logger - INFO - 2024-03-28 23:19:02,000 - mmdet - INFO - Epoch [42][2650/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3047, loss_bbox: 0.3023, d0.loss_cls: 0.5587, d0.loss_bbox: 0.5901 d1.loss_cls: 0.4138, d1.loss_bbox: 0.4590 d2.loss_cls: 0.5466, d2.loss_bbox: 0.3973 d3.loss_cls: 0.4881, d3.loss_bbox: 0.3416 d4.loss_cls: 0.5065, d4.loss_bbox: 0.5822, loss: 3.5533, grad_norm: 57.6507
2024-03-24 20:30:07,136 - my_logger - INFO - 2024-03-28 23:21:02,000 - mmdet - INFO - Epoch [42][2700/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5510, loss_bbox: 0.4799, d0.loss_cls: 0.4339, d0.loss_bbox: 0.3334 d1.loss_cls: 0.3187, d1.loss_bbox: 0.5001 d2.loss_cls: 0.3602, d2.loss_bbox: 0.5251 d3.loss_cls: 0.5478, d3.loss_bbox: 0.3821 d4.loss_cls: 0.5435, d4.loss_bbox: 0.5237, loss: 4.3580, grad_norm: 54.4661
2024-03-24 20:30:07,137 - my_logger - INFO - 2024-03-28 23:23:02,000 - mmdet - INFO - Epoch [42][2750/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4515, loss_bbox: 0.3099, d0.loss_cls: 0.4940, d0.loss_bbox: 0.3221 d1.loss_cls: 0.4112, d1.loss_bbox: 0.5304 d2.loss_cls: 0.5157, d2.loss_bbox: 0.4340 d3.loss_cls: 0.5903, d3.loss_bbox: 0.4419 d4.loss_cls: 0.3252, d4.loss_bbox: 0.5085, loss: 4.0143, grad_norm: 51.3732
2024-03-24 20:30:07,137 - my_logger - INFO - 2024-03-28 23:25:02,000 - mmdet - INFO - Epoch [42][2800/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3530, loss_bbox: 0.4866, d0.loss_cls: 0.3158, d0.loss_bbox: 0.5743 d1.loss_cls: 0.5702, d1.loss_bbox: 0.4261 d2.loss_cls: 0.3116, d2.loss_bbox: 0.4525 d3.loss_cls: 0.4073, d3.loss_bbox: 0.5776 d4.loss_cls: 0.3593, d4.loss_bbox: 0.5102, loss: 4.2762, grad_norm: 55.9962
2024-03-24 20:30:07,137 - my_logger - INFO - 2024-03-28 23:27:02,000 - mmdet - INFO - Epoch [42][2850/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3269, loss_bbox: 0.5569, d0.loss_cls: 0.5571, d0.loss_bbox: 0.3916 d1.loss_cls: 0.5489, d1.loss_bbox: 0.4280 d2.loss_cls: 0.5518, d2.loss_bbox: 0.5844 d3.loss_cls: 0.4839, d3.loss_bbox: 0.5364 d4.loss_cls: 0.5316, d4.loss_bbox: 0.3752, loss: 4.7044, grad_norm: 59.6824
2024-03-24 20:30:07,138 - my_logger - INFO - 2024-03-28 23:29:02,000 - mmdet - INFO - Epoch [42][2900/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4188, loss_bbox: 0.3083, d0.loss_cls: 0.3724, d0.loss_bbox: 0.5105 d1.loss_cls: 0.3675, d1.loss_bbox: 0.3951 d2.loss_cls: 0.5061, d2.loss_bbox: 0.5867 d3.loss_cls: 0.3655, d3.loss_bbox: 0.4466 d4.loss_cls: 0.5562, d4.loss_bbox: 0.4379, loss: 4.0335, grad_norm: 55.5857
2024-03-24 20:30:07,138 - my_logger - INFO - 2024-03-28 23:31:02,000 - mmdet - INFO - Epoch [42][2950/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5354, loss_bbox: 0.5044, d0.loss_cls: 0.3232, d0.loss_bbox: 0.5569 d1.loss_cls: 0.4818, d1.loss_bbox: 0.5099 d2.loss_cls: 0.4315, d2.loss_bbox: 0.3564 d3.loss_cls: 0.4683, d3.loss_bbox: 0.3226 d4.loss_cls: 0.5983, d4.loss_bbox: 0.5538, loss: 3.6249, grad_norm: 57.7772
2024-03-24 20:30:07,139 - my_logger - INFO - 2024-03-28 23:33:02,000 - mmdet - INFO - Epoch [42][3000/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4478, loss_bbox: 0.4637, d0.loss_cls: 0.5956, d0.loss_bbox: 0.3800 d1.loss_cls: 0.5941, d1.loss_bbox: 0.5789 d2.loss_cls: 0.5661, d2.loss_bbox: 0.5378 d3.loss_cls: 0.5496, d3.loss_bbox: 0.3942 d4.loss_cls: 0.5414, d4.loss_bbox: 0.5854, loss: 4.8546, grad_norm: 50.8592
2024-03-24 20:30:07,146 - my_logger - INFO - 2024-03-28 23:35:02,000 - mmdet - INFO - Epoch [42][3050/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5092, loss_bbox: 0.4713, d0.loss_cls: 0.5300, d0.loss_bbox: 0.5158 d1.loss_cls: 0.3004, d1.loss_bbox: 0.3443 d2.loss_cls: 0.3093, d2.loss_bbox: 0.4270 d3.loss_cls: 0.3534, d3.loss_bbox: 0.5300 d4.loss_cls: 0.4585, d4.loss_bbox: 0.5296, loss: 4.8816, grad_norm: 52.4863
2024-03-24 20:30:07,147 - my_logger - INFO - 2024-03-28 23:37:02,000 - mmdet - INFO - Epoch [42][3100/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4369, loss_bbox: 0.4473, d0.loss_cls: 0.4256, d0.loss_bbox: 0.4885 d1.loss_cls: 0.5860, d1.loss_bbox: 0.3630 d2.loss_cls: 0.5560, d2.loss_bbox: 0.5152 d3.loss_cls: 0.5296, d3.loss_bbox: 0.5917 d4.loss_cls: 0.5389, d4.loss_bbox: 0.4653, loss: 4.2802, grad_norm: 53.5339
2024-03-24 20:30:07,147 - my_logger - INFO - 2024-03-28 23:39:02,000 - mmdet - INFO - Epoch [42][3150/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3111, loss_bbox: 0.4945, d0.loss_cls: 0.5385, d0.loss_bbox: 0.4683 d1.loss_cls: 0.5256, d1.loss_bbox: 0.3249 d2.loss_cls: 0.3435, d2.loss_bbox: 0.4494 d3.loss_cls: 0.4842, d3.loss_bbox: 0.3707 d4.loss_cls: 0.4173, d4.loss_bbox: 0.3637, loss: 4.4428, grad_norm: 59.8039
2024-03-24 20:30:07,148 - my_logger - INFO - 2024-03-28 23:41:02,000 - mmdet - INFO - Epoch [42][3200/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3165, loss_bbox: 0.3595, d0.loss_cls: 0.3624, d0.loss_bbox: 0.4063 d1.loss_cls: 0.4197, d1.loss_bbox: 0.3146 d2.loss_cls: 0.5943, d2.loss_bbox: 0.5671 d3.loss_cls: 0.5547, d3.loss_bbox: 0.5079 d4.loss_cls: 0.5509, d4.loss_bbox: 0.4681, loss: 3.8150, grad_norm: 54.0062
2024-03-24 20:30:07,148 - my_logger - INFO - 2024-03-28 23:43:02,000 - mmdet - INFO - Epoch [42][3250/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3660, loss_bbox: 0.4566, d0.loss_cls: 0.4210, d0.loss_bbox: 0.4446 d1.loss_cls: 0.3834, d1.loss_bbox: 0.5591 d2.loss_cls: 0.3765, d2.loss_bbox: 0.4947 d3.loss_cls: 0.5286, d3.loss_bbox: 0.3849 d4.loss_cls: 0.4619, d4.loss_bbox: 0.4857, loss: 3.6792, grad_norm: 55.6535
2024-03-24 20:30:07,148 - my_logger - INFO - 2024-03-28 23:45:02,000 - mmdet - INFO - Epoch [42][3300/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3843, loss_bbox: 0.5091, d0.loss_cls: 0.4149, d0.loss_bbox: 0.4006 d1.loss_cls: 0.4107, d1.loss_bbox: 0.3224 d2.loss_cls: 0.5381, d2.loss_bbox: 0.3757 d3.loss_cls: 0.3198, d3.loss_bbox: 0.3767 d4.loss_cls: 0.5471, d4.loss_bbox: 0.3377, loss: 4.4610, grad_norm: 50.9358
2024-03-24 20:30:07,149 - my_logger - INFO - 2024-03-28 23:47:02,000 - mmdet - INFO - Epoch [42][3350/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3732, loss_bbox: 0.3736, d0.loss_cls: 0.4258, d0.loss_bbox: 0.5810 d1.loss_cls: 0.4480, d1.loss_bbox: 0.5216 d2.loss_cls: 0.4326, d2.loss_bbox: 0.4154 d3.loss_cls: 0.4453, d3.loss_bbox: 0.3934 d4.loss_cls: 0.5135, d4.loss_bbox: 0.3417, loss: 4.6652, grad_norm: 53.6985
2024-03-24 20:30:07,149 - my_logger - INFO - 2024-03-28 23:49:02,000 - mmdet - INFO - Epoch [42][3400/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5014, loss_bbox: 0.4908, d0.loss_cls: 0.5805, d0.loss_bbox: 0.5741 d1.loss_cls: 0.5345, d1.loss_bbox: 0.3451 d2.loss_cls: 0.5455, d2.loss_bbox: 0.3567 d3.loss_cls: 0.4876, d3.loss_bbox: 0.3322 d4.loss_cls: 0.3310, d4.loss_bbox: 0.4447, loss: 4.9135, grad_norm: 59.6659
2024-03-24 20:30:07,149 - my_logger - INFO - 2024-03-28 23:51:02,000 - mmdet - INFO - Epoch [42][3450/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3742, loss_bbox: 0.3959, d0.loss_cls: 0.5429, d0.loss_bbox: 0.3170 d1.loss_cls: 0.3964, d1.loss_bbox: 0.4661 d2.loss_cls: 0.3934, d2.loss_bbox: 0.4357 d3.loss_cls: 0.3790, d3.loss_bbox: 0.5258 d4.loss_cls: 0.5193, d4.loss_bbox: 0.5922, loss: 3.9265, grad_norm: 59.0257
2024-03-24 20:30:07,150 - my_logger - INFO - 2024-03-28 23:53:02,000 - mmdet - INFO - Epoch [42][3500/3517][Batch size: 50]	lr: 6.844e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3497, loss_bbox: 0.5259, d0.loss_cls: 0.3891, d0.loss_bbox: 0.4156 d1.loss_cls: 0.5635, d1.loss_bbox: 0.3763 d2.loss_cls: 0.3515, d2.loss_bbox: 0.5786 d3.loss_cls: 0.4388, d3.loss_bbox: 0.5006 d4.loss_cls: 0.4800, d4.loss_bbox: 0.5186, loss: 3.5496, grad_norm: 57.0446
2024-03-24 20:30:07,150 - my_logger - INFO - 2024-03-28 23:55:02,000 - mmdet - INFO - Epoch [43][0/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2600, loss_bbox: 0.4586, d0.loss_cls: 0.4739, d0.loss_bbox: 0.3509 d1.loss_cls: 0.5784, d1.loss_bbox: 0.5423 d2.loss_cls: 0.3950, d2.loss_bbox: 0.5386 d3.loss_cls: 0.5260, d3.loss_bbox: 0.3293 d4.loss_cls: 0.4720, d4.loss_bbox: 0.3750, loss: 3.8947, grad_norm: 55.8848
2024-03-24 20:30:07,150 - my_logger - INFO - 2024-03-28 23:57:02,000 - mmdet - INFO - Epoch [43][50/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5764, loss_bbox: 0.4094, d0.loss_cls: 0.5090, d0.loss_bbox: 0.4533 d1.loss_cls: 0.5263, d1.loss_bbox: 0.3241 d2.loss_cls: 0.3413, d2.loss_bbox: 0.5913 d3.loss_cls: 0.4547, d3.loss_bbox: 0.5109 d4.loss_cls: 0.3714, d4.loss_bbox: 0.3183, loss: 3.5584, grad_norm: 54.9245
2024-03-24 20:30:07,151 - my_logger - INFO - 2024-03-28 23:59:02,000 - mmdet - INFO - Epoch [43][100/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5112, loss_bbox: 0.5657, d0.loss_cls: 0.4322, d0.loss_bbox: 0.4477 d1.loss_cls: 0.4739, d1.loss_bbox: 0.5141 d2.loss_cls: 0.4866, d2.loss_bbox: 0.5035 d3.loss_cls: 0.5015, d3.loss_bbox: 0.4621 d4.loss_cls: 0.4295, d4.loss_bbox: 0.4212, loss: 4.8456, grad_norm: 52.4312
2024-03-24 20:30:07,151 - my_logger - INFO - 2024-03-29 00:01:02,000 - mmdet - INFO - Epoch [43][150/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5520, loss_bbox: 0.5700, d0.loss_cls: 0.5818, d0.loss_bbox: 0.4270 d1.loss_cls: 0.5364, d1.loss_bbox: 0.4036 d2.loss_cls: 0.5559, d2.loss_bbox: 0.4912 d3.loss_cls: 0.4395, d3.loss_bbox: 0.4640 d4.loss_cls: 0.5486, d4.loss_bbox: 0.4321, loss: 4.4652, grad_norm: 50.9782
2024-03-24 20:30:07,152 - my_logger - INFO - 2024-03-29 00:03:02,000 - mmdet - INFO - Epoch [43][200/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5351, loss_bbox: 0.3198, d0.loss_cls: 0.4244, d0.loss_bbox: 0.4789 d1.loss_cls: 0.4945, d1.loss_bbox: 0.4817 d2.loss_cls: 0.4219, d2.loss_bbox: 0.3046 d3.loss_cls: 0.5297, d3.loss_bbox: 0.3186 d4.loss_cls: 0.5378, d4.loss_bbox: 0.4943, loss: 3.7335, grad_norm: 54.9079
2024-03-24 20:30:07,152 - my_logger - INFO - 2024-03-29 00:05:02,000 - mmdet - INFO - Epoch [43][250/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5325, loss_bbox: 0.3007, d0.loss_cls: 0.4515, d0.loss_bbox: 0.4802 d1.loss_cls: 0.5355, d1.loss_bbox: 0.4198 d2.loss_cls: 0.3020, d2.loss_bbox: 0.4263 d3.loss_cls: 0.4472, d3.loss_bbox: 0.5542 d4.loss_cls: 0.4341, d4.loss_bbox: 0.5428, loss: 4.4758, grad_norm: 56.0464
2024-03-24 20:30:07,152 - my_logger - INFO - 2024-03-29 00:07:02,000 - mmdet - INFO - Epoch [43][300/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3281, loss_bbox: 0.3303, d0.loss_cls: 0.5503, d0.loss_bbox: 0.5041 d1.loss_cls: 0.5160, d1.loss_bbox: 0.4389 d2.loss_cls: 0.5576, d2.loss_bbox: 0.4603 d3.loss_cls: 0.3501, d3.loss_bbox: 0.4761 d4.loss_cls: 0.4148, d4.loss_bbox: 0.3103, loss: 4.0831, grad_norm: 52.8929
2024-03-24 20:30:07,153 - my_logger - INFO - 2024-03-29 00:09:02,000 - mmdet - INFO - Epoch [43][350/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3140, loss_bbox: 0.3743, d0.loss_cls: 0.5837, d0.loss_bbox: 0.4154 d1.loss_cls: 0.5717, d1.loss_bbox: 0.5608 d2.loss_cls: 0.5465, d2.loss_bbox: 0.4947 d3.loss_cls: 0.4455, d3.loss_bbox: 0.3547 d4.loss_cls: 0.4472, d4.loss_bbox: 0.3809, loss: 4.0628, grad_norm: 55.8224
2024-03-24 20:30:07,153 - my_logger - INFO - 2024-03-29 00:11:02,000 - mmdet - INFO - Epoch [43][400/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5390, loss_bbox: 0.4519, d0.loss_cls: 0.3390, d0.loss_bbox: 0.3669 d1.loss_cls: 0.3068, d1.loss_bbox: 0.4782 d2.loss_cls: 0.3446, d2.loss_bbox: 0.5713 d3.loss_cls: 0.5506, d3.loss_bbox: 0.3582 d4.loss_cls: 0.4595, d4.loss_bbox: 0.4656, loss: 4.1323, grad_norm: 58.9515
2024-03-24 20:30:07,153 - my_logger - INFO - 2024-03-29 00:13:02,000 - mmdet - INFO - Epoch [43][450/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3247, loss_bbox: 0.4819, d0.loss_cls: 0.4247, d0.loss_bbox: 0.4174 d1.loss_cls: 0.5843, d1.loss_bbox: 0.4672 d2.loss_cls: 0.5072, d2.loss_bbox: 0.4187 d3.loss_cls: 0.5214, d3.loss_bbox: 0.4429 d4.loss_cls: 0.5231, d4.loss_bbox: 0.5338, loss: 4.2245, grad_norm: 50.9446
2024-03-24 20:30:07,154 - my_logger - INFO - 2024-03-29 00:15:02,000 - mmdet - INFO - Epoch [43][500/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3104, loss_bbox: 0.3721, d0.loss_cls: 0.4391, d0.loss_bbox: 0.5661 d1.loss_cls: 0.5381, d1.loss_bbox: 0.4101 d2.loss_cls: 0.5688, d2.loss_bbox: 0.3366 d3.loss_cls: 0.4427, d3.loss_bbox: 0.4258 d4.loss_cls: 0.3912, d4.loss_bbox: 0.5280, loss: 4.7634, grad_norm: 58.6316
2024-03-24 20:30:07,154 - my_logger - INFO - 2024-03-29 00:17:02,000 - mmdet - INFO - Epoch [43][550/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5241, loss_bbox: 0.3501, d0.loss_cls: 0.4142, d0.loss_bbox: 0.5231 d1.loss_cls: 0.5184, d1.loss_bbox: 0.3425 d2.loss_cls: 0.5516, d2.loss_bbox: 0.3790 d3.loss_cls: 0.4451, d3.loss_bbox: 0.4283 d4.loss_cls: 0.3474, d4.loss_bbox: 0.5241, loss: 4.8833, grad_norm: 56.4130
2024-03-24 20:30:07,155 - my_logger - INFO - 2024-03-29 00:19:02,000 - mmdet - INFO - Epoch [43][600/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3849, loss_bbox: 0.3303, d0.loss_cls: 0.4737, d0.loss_bbox: 0.4349 d1.loss_cls: 0.3223, d1.loss_bbox: 0.4177 d2.loss_cls: 0.3262, d2.loss_bbox: 0.3566 d3.loss_cls: 0.4509, d3.loss_bbox: 0.3050 d4.loss_cls: 0.5196, d4.loss_bbox: 0.3505, loss: 3.8950, grad_norm: 57.4544
2024-03-24 20:30:07,155 - my_logger - INFO - 2024-03-29 00:21:02,000 - mmdet - INFO - Epoch [43][650/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5515, loss_bbox: 0.4779, d0.loss_cls: 0.4684, d0.loss_bbox: 0.4260 d1.loss_cls: 0.3926, d1.loss_bbox: 0.3839 d2.loss_cls: 0.4241, d2.loss_bbox: 0.3550 d3.loss_cls: 0.3631, d3.loss_bbox: 0.3584 d4.loss_cls: 0.3947, d4.loss_bbox: 0.5458, loss: 3.6222, grad_norm: 59.7751
2024-03-24 20:30:07,156 - my_logger - INFO - 2024-03-29 00:23:02,000 - mmdet - INFO - Epoch [43][700/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5381, loss_bbox: 0.4813, d0.loss_cls: 0.5138, d0.loss_bbox: 0.4866 d1.loss_cls: 0.5825, d1.loss_bbox: 0.3410 d2.loss_cls: 0.5530, d2.loss_bbox: 0.5481 d3.loss_cls: 0.4850, d3.loss_bbox: 0.4278 d4.loss_cls: 0.4166, d4.loss_bbox: 0.5756, loss: 4.8926, grad_norm: 59.4999
2024-03-24 20:30:07,156 - my_logger - INFO - 2024-03-29 00:25:02,000 - mmdet - INFO - Epoch [43][750/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3136, loss_bbox: 0.5275, d0.loss_cls: 0.5275, d0.loss_bbox: 0.5549 d1.loss_cls: 0.5707, d1.loss_bbox: 0.3873 d2.loss_cls: 0.4969, d2.loss_bbox: 0.5975 d3.loss_cls: 0.4877, d3.loss_bbox: 0.3889 d4.loss_cls: 0.5127, d4.loss_bbox: 0.3170, loss: 3.6442, grad_norm: 54.0370
2024-03-24 20:30:07,156 - my_logger - INFO - 2024-03-29 00:27:02,000 - mmdet - INFO - Epoch [43][800/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3862, loss_bbox: 0.5610, d0.loss_cls: 0.4852, d0.loss_bbox: 0.3297 d1.loss_cls: 0.3236, d1.loss_bbox: 0.3181 d2.loss_cls: 0.3705, d2.loss_bbox: 0.3297 d3.loss_cls: 0.3448, d3.loss_bbox: 0.4405 d4.loss_cls: 0.5964, d4.loss_bbox: 0.4541, loss: 4.3324, grad_norm: 58.8128
2024-03-24 20:30:07,157 - my_logger - INFO - 2024-03-29 00:29:02,000 - mmdet - INFO - Epoch [43][850/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4188, loss_bbox: 0.5677, d0.loss_cls: 0.5233, d0.loss_bbox: 0.3256 d1.loss_cls: 0.3887, d1.loss_bbox: 0.3845 d2.loss_cls: 0.3014, d2.loss_bbox: 0.3090 d3.loss_cls: 0.4756, d3.loss_bbox: 0.5632 d4.loss_cls: 0.3818, d4.loss_bbox: 0.5450, loss: 4.8740, grad_norm: 54.3279
2024-03-24 20:30:07,157 - my_logger - INFO - 2024-03-29 00:31:02,000 - mmdet - INFO - Epoch [43][900/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4380, loss_bbox: 0.5786, d0.loss_cls: 0.3792, d0.loss_bbox: 0.4527 d1.loss_cls: 0.5427, d1.loss_bbox: 0.3715 d2.loss_cls: 0.4128, d2.loss_bbox: 0.4303 d3.loss_cls: 0.4808, d3.loss_bbox: 0.4473 d4.loss_cls: 0.4112, d4.loss_bbox: 0.5072, loss: 4.5635, grad_norm: 59.3486
2024-03-24 20:30:07,158 - my_logger - INFO - 2024-03-29 00:33:02,000 - mmdet - INFO - Epoch [43][950/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4261, loss_bbox: 0.3855, d0.loss_cls: 0.3157, d0.loss_bbox: 0.5169 d1.loss_cls: 0.5238, d1.loss_bbox: 0.4573 d2.loss_cls: 0.4544, d2.loss_bbox: 0.5714 d3.loss_cls: 0.3089, d3.loss_bbox: 0.3683 d4.loss_cls: 0.3080, d4.loss_bbox: 0.3306, loss: 4.8580, grad_norm: 51.6021
2024-03-24 20:30:07,158 - my_logger - INFO - 2024-03-29 00:35:02,000 - mmdet - INFO - Epoch [43][1000/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2932, loss_bbox: 0.5041, d0.loss_cls: 0.4794, d0.loss_bbox: 0.3103 d1.loss_cls: 0.4123, d1.loss_bbox: 0.5666 d2.loss_cls: 0.4205, d2.loss_bbox: 0.5483 d3.loss_cls: 0.3736, d3.loss_bbox: 0.4197 d4.loss_cls: 0.5254, d4.loss_bbox: 0.5823, loss: 4.3293, grad_norm: 52.7208
2024-03-24 20:30:07,158 - my_logger - INFO - 2024-03-29 00:37:02,000 - mmdet - INFO - Epoch [43][1050/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3380, loss_bbox: 0.5558, d0.loss_cls: 0.4656, d0.loss_bbox: 0.5075 d1.loss_cls: 0.4175, d1.loss_bbox: 0.3514 d2.loss_cls: 0.4312, d2.loss_bbox: 0.5527 d3.loss_cls: 0.3993, d3.loss_bbox: 0.4318 d4.loss_cls: 0.4878, d4.loss_bbox: 0.3742, loss: 4.2722, grad_norm: 55.4658
2024-03-24 20:30:07,159 - my_logger - INFO - 2024-03-29 00:39:02,000 - mmdet - INFO - Epoch [43][1100/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3352, loss_bbox: 0.4854, d0.loss_cls: 0.4703, d0.loss_bbox: 0.5295 d1.loss_cls: 0.3238, d1.loss_bbox: 0.3994 d2.loss_cls: 0.3693, d2.loss_bbox: 0.3827 d3.loss_cls: 0.4300, d3.loss_bbox: 0.4084 d4.loss_cls: 0.5059, d4.loss_bbox: 0.3948, loss: 4.2105, grad_norm: 57.1089
2024-03-24 20:30:07,159 - my_logger - INFO - 2024-03-29 00:41:02,000 - mmdet - INFO - Epoch [43][1150/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5308, loss_bbox: 0.5350, d0.loss_cls: 0.3593, d0.loss_bbox: 0.3909 d1.loss_cls: 0.3454, d1.loss_bbox: 0.4433 d2.loss_cls: 0.3918, d2.loss_bbox: 0.4358 d3.loss_cls: 0.4200, d3.loss_bbox: 0.5275 d4.loss_cls: 0.5004, d4.loss_bbox: 0.3529, loss: 4.0203, grad_norm: 55.6836
2024-03-24 20:30:07,159 - my_logger - INFO - 2024-03-29 00:43:02,000 - mmdet - INFO - Epoch [43][1200/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3737, loss_bbox: 0.5501, d0.loss_cls: 0.5561, d0.loss_bbox: 0.5673 d1.loss_cls: 0.4784, d1.loss_bbox: 0.4517 d2.loss_cls: 0.5060, d2.loss_bbox: 0.5046 d3.loss_cls: 0.5047, d3.loss_bbox: 0.4013 d4.loss_cls: 0.4714, d4.loss_bbox: 0.4312, loss: 4.3823, grad_norm: 55.0265
2024-03-24 20:30:07,160 - my_logger - INFO - 2024-03-29 00:45:02,000 - mmdet - INFO - Epoch [43][1250/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5881, loss_bbox: 0.4344, d0.loss_cls: 0.3385, d0.loss_bbox: 0.3488 d1.loss_cls: 0.4538, d1.loss_bbox: 0.5280 d2.loss_cls: 0.5872, d2.loss_bbox: 0.4246 d3.loss_cls: 0.3938, d3.loss_bbox: 0.3097 d4.loss_cls: 0.4776, d4.loss_bbox: 0.3854, loss: 4.9726, grad_norm: 58.1527
2024-03-24 20:30:07,160 - my_logger - INFO - 2024-03-29 00:47:02,000 - mmdet - INFO - Epoch [43][1300/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3250, loss_bbox: 0.3450, d0.loss_cls: 0.5337, d0.loss_bbox: 0.4389 d1.loss_cls: 0.5393, d1.loss_bbox: 0.4431 d2.loss_cls: 0.4145, d2.loss_bbox: 0.3497 d3.loss_cls: 0.4252, d3.loss_bbox: 0.5080 d4.loss_cls: 0.3744, d4.loss_bbox: 0.4552, loss: 4.7854, grad_norm: 54.8703
2024-03-24 20:30:07,161 - my_logger - INFO - 2024-03-29 00:49:02,000 - mmdet - INFO - Epoch [43][1350/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4488, loss_bbox: 0.4784, d0.loss_cls: 0.3657, d0.loss_bbox: 0.5382 d1.loss_cls: 0.3681, d1.loss_bbox: 0.5541 d2.loss_cls: 0.4992, d2.loss_bbox: 0.5028 d3.loss_cls: 0.3253, d3.loss_bbox: 0.5087 d4.loss_cls: 0.4227, d4.loss_bbox: 0.3619, loss: 4.4090, grad_norm: 50.6970
2024-03-24 20:30:07,162 - my_logger - INFO - 2024-03-29 00:51:02,000 - mmdet - INFO - Epoch [43][1400/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3006, loss_bbox: 0.4122, d0.loss_cls: 0.5815, d0.loss_bbox: 0.5096 d1.loss_cls: 0.3242, d1.loss_bbox: 0.4284 d2.loss_cls: 0.3481, d2.loss_bbox: 0.4178 d3.loss_cls: 0.3706, d3.loss_bbox: 0.5329 d4.loss_cls: 0.3030, d4.loss_bbox: 0.3387, loss: 4.6431, grad_norm: 52.4184
2024-03-24 20:30:07,162 - my_logger - INFO - 2024-03-29 00:53:02,000 - mmdet - INFO - Epoch [43][1450/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2897, loss_bbox: 0.4094, d0.loss_cls: 0.4748, d0.loss_bbox: 0.4870 d1.loss_cls: 0.4816, d1.loss_bbox: 0.5232 d2.loss_cls: 0.4535, d2.loss_bbox: 0.4355 d3.loss_cls: 0.3749, d3.loss_bbox: 0.3204 d4.loss_cls: 0.4899, d4.loss_bbox: 0.5123, loss: 4.6554, grad_norm: 55.0870
2024-03-24 20:30:07,162 - my_logger - INFO - 2024-03-29 00:55:02,000 - mmdet - INFO - Epoch [43][1500/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5904, loss_bbox: 0.3629, d0.loss_cls: 0.3160, d0.loss_bbox: 0.3744 d1.loss_cls: 0.3247, d1.loss_bbox: 0.5492 d2.loss_cls: 0.4848, d2.loss_bbox: 0.3568 d3.loss_cls: 0.4929, d3.loss_bbox: 0.3515 d4.loss_cls: 0.3525, d4.loss_bbox: 0.5137, loss: 3.9551, grad_norm: 56.4102
2024-03-24 20:30:07,163 - my_logger - INFO - 2024-03-29 00:57:02,000 - mmdet - INFO - Epoch [43][1550/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5477, loss_bbox: 0.4839, d0.loss_cls: 0.3014, d0.loss_bbox: 0.4711 d1.loss_cls: 0.3579, d1.loss_bbox: 0.4511 d2.loss_cls: 0.3099, d2.loss_bbox: 0.3943 d3.loss_cls: 0.3512, d3.loss_bbox: 0.4338 d4.loss_cls: 0.4506, d4.loss_bbox: 0.3764, loss: 4.7677, grad_norm: 52.5508
2024-03-24 20:30:07,163 - my_logger - INFO - 2024-03-29 00:59:02,000 - mmdet - INFO - Epoch [43][1600/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4836, loss_bbox: 0.4174, d0.loss_cls: 0.5973, d0.loss_bbox: 0.3861 d1.loss_cls: 0.3442, d1.loss_bbox: 0.4755 d2.loss_cls: 0.4816, d2.loss_bbox: 0.4547 d3.loss_cls: 0.4444, d3.loss_bbox: 0.4301 d4.loss_cls: 0.3994, d4.loss_bbox: 0.4264, loss: 4.4890, grad_norm: 51.6527
2024-03-24 20:30:07,163 - my_logger - INFO - 2024-03-29 01:01:02,000 - mmdet - INFO - Epoch [43][1650/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2661, loss_bbox: 0.4361, d0.loss_cls: 0.4659, d0.loss_bbox: 0.5180 d1.loss_cls: 0.4408, d1.loss_bbox: 0.5395 d2.loss_cls: 0.4105, d2.loss_bbox: 0.4674 d3.loss_cls: 0.3998, d3.loss_bbox: 0.4379 d4.loss_cls: 0.3982, d4.loss_bbox: 0.5004, loss: 4.8469, grad_norm: 54.2488
2024-03-24 20:30:07,164 - my_logger - INFO - 2024-03-29 01:03:02,000 - mmdet - INFO - Epoch [43][1700/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4754, loss_bbox: 0.3307, d0.loss_cls: 0.3806, d0.loss_bbox: 0.3865 d1.loss_cls: 0.5536, d1.loss_bbox: 0.3847 d2.loss_cls: 0.5815, d2.loss_bbox: 0.3612 d3.loss_cls: 0.4189, d3.loss_bbox: 0.4970 d4.loss_cls: 0.3204, d4.loss_bbox: 0.4364, loss: 3.9367, grad_norm: 53.9628
2024-03-24 20:30:07,164 - my_logger - INFO - 2024-03-29 01:05:02,000 - mmdet - INFO - Epoch [43][1750/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3182, loss_bbox: 0.4996, d0.loss_cls: 0.3147, d0.loss_bbox: 0.5370 d1.loss_cls: 0.5709, d1.loss_bbox: 0.5623 d2.loss_cls: 0.4385, d2.loss_bbox: 0.5391 d3.loss_cls: 0.4722, d3.loss_bbox: 0.4860 d4.loss_cls: 0.5210, d4.loss_bbox: 0.5121, loss: 3.9224, grad_norm: 59.7777
2024-03-24 20:30:07,165 - my_logger - INFO - 2024-03-29 01:07:02,000 - mmdet - INFO - Epoch [43][1800/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4397, loss_bbox: 0.5914, d0.loss_cls: 0.5701, d0.loss_bbox: 0.4991 d1.loss_cls: 0.5812, d1.loss_bbox: 0.4800 d2.loss_cls: 0.3614, d2.loss_bbox: 0.3801 d3.loss_cls: 0.5485, d3.loss_bbox: 0.3727 d4.loss_cls: 0.3692, d4.loss_bbox: 0.3377, loss: 3.7546, grad_norm: 58.8537
2024-03-24 20:30:07,165 - my_logger - INFO - 2024-03-29 01:09:02,000 - mmdet - INFO - Epoch [43][1850/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3612, loss_bbox: 0.5959, d0.loss_cls: 0.4842, d0.loss_bbox: 0.4563 d1.loss_cls: 0.3412, d1.loss_bbox: 0.5175 d2.loss_cls: 0.3438, d2.loss_bbox: 0.5735 d3.loss_cls: 0.5528, d3.loss_bbox: 0.4377 d4.loss_cls: 0.5210, d4.loss_bbox: 0.4665, loss: 4.6636, grad_norm: 57.4198
2024-03-24 20:30:07,165 - my_logger - INFO - 2024-03-29 01:11:02,000 - mmdet - INFO - Epoch [43][1900/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3623, loss_bbox: 0.5444, d0.loss_cls: 0.5286, d0.loss_bbox: 0.4647 d1.loss_cls: 0.5177, d1.loss_bbox: 0.4589 d2.loss_cls: 0.3739, d2.loss_bbox: 0.4396 d3.loss_cls: 0.4647, d3.loss_bbox: 0.3667 d4.loss_cls: 0.5890, d4.loss_bbox: 0.4833, loss: 3.9130, grad_norm: 55.5113
2024-03-24 20:30:07,166 - my_logger - INFO - 2024-03-29 01:13:02,000 - mmdet - INFO - Epoch [43][1950/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3901, loss_bbox: 0.3787, d0.loss_cls: 0.4408, d0.loss_bbox: 0.3895 d1.loss_cls: 0.4640, d1.loss_bbox: 0.4748 d2.loss_cls: 0.3262, d2.loss_bbox: 0.5825 d3.loss_cls: 0.4703, d3.loss_bbox: 0.4115 d4.loss_cls: 0.5245, d4.loss_bbox: 0.3292, loss: 3.9126, grad_norm: 53.8289
2024-03-24 20:30:07,166 - my_logger - INFO - 2024-03-29 01:15:02,000 - mmdet - INFO - Epoch [43][2000/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3933, loss_bbox: 0.5349, d0.loss_cls: 0.5293, d0.loss_bbox: 0.5043 d1.loss_cls: 0.5554, d1.loss_bbox: 0.4936 d2.loss_cls: 0.5988, d2.loss_bbox: 0.4538 d3.loss_cls: 0.5577, d3.loss_bbox: 0.5132 d4.loss_cls: 0.4757, d4.loss_bbox: 0.3334, loss: 4.3888, grad_norm: 59.3752
2024-03-24 20:30:07,166 - my_logger - INFO - 2024-03-29 01:17:02,000 - mmdet - INFO - Epoch [43][2050/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2962, loss_bbox: 0.3333, d0.loss_cls: 0.5215, d0.loss_bbox: 0.3277 d1.loss_cls: 0.4637, d1.loss_bbox: 0.4798 d2.loss_cls: 0.5807, d2.loss_bbox: 0.5534 d3.loss_cls: 0.5244, d3.loss_bbox: 0.3373 d4.loss_cls: 0.4591, d4.loss_bbox: 0.3037, loss: 4.9428, grad_norm: 59.0725
2024-03-24 20:30:07,167 - my_logger - INFO - 2024-03-29 01:19:02,000 - mmdet - INFO - Epoch [43][2100/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5315, loss_bbox: 0.3975, d0.loss_cls: 0.3417, d0.loss_bbox: 0.4675 d1.loss_cls: 0.5565, d1.loss_bbox: 0.4854 d2.loss_cls: 0.4892, d2.loss_bbox: 0.3219 d3.loss_cls: 0.3582, d3.loss_bbox: 0.4296 d4.loss_cls: 0.4763, d4.loss_bbox: 0.3055, loss: 3.9741, grad_norm: 56.2756
2024-03-24 20:30:07,167 - my_logger - INFO - 2024-03-29 01:21:02,000 - mmdet - INFO - Epoch [43][2150/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3520, loss_bbox: 0.3473, d0.loss_cls: 0.5999, d0.loss_bbox: 0.5635 d1.loss_cls: 0.4737, d1.loss_bbox: 0.4788 d2.loss_cls: 0.5649, d2.loss_bbox: 0.4348 d3.loss_cls: 0.5614, d3.loss_bbox: 0.5743 d4.loss_cls: 0.5486, d4.loss_bbox: 0.4441, loss: 4.3394, grad_norm: 53.6106
2024-03-24 20:30:07,167 - my_logger - INFO - 2024-03-29 01:23:02,000 - mmdet - INFO - Epoch [43][2200/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3194, loss_bbox: 0.4508, d0.loss_cls: 0.3439, d0.loss_bbox: 0.4520 d1.loss_cls: 0.4207, d1.loss_bbox: 0.3667 d2.loss_cls: 0.3835, d2.loss_bbox: 0.4845 d3.loss_cls: 0.4709, d3.loss_bbox: 0.3100 d4.loss_cls: 0.4446, d4.loss_bbox: 0.4350, loss: 3.8260, grad_norm: 54.2610
2024-03-24 20:30:07,168 - my_logger - INFO - 2024-03-29 01:25:02,000 - mmdet - INFO - Epoch [43][2250/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3730, loss_bbox: 0.4365, d0.loss_cls: 0.5454, d0.loss_bbox: 0.3923 d1.loss_cls: 0.3217, d1.loss_bbox: 0.5250 d2.loss_cls: 0.3731, d2.loss_bbox: 0.5880 d3.loss_cls: 0.3375, d3.loss_bbox: 0.5605 d4.loss_cls: 0.3959, d4.loss_bbox: 0.5781, loss: 4.5514, grad_norm: 53.7098
2024-03-24 20:30:07,168 - my_logger - INFO - 2024-03-29 01:27:02,000 - mmdet - INFO - Epoch [43][2300/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5848, loss_bbox: 0.4458, d0.loss_cls: 0.3337, d0.loss_bbox: 0.4651 d1.loss_cls: 0.3770, d1.loss_bbox: 0.5888 d2.loss_cls: 0.3179, d2.loss_bbox: 0.3056 d3.loss_cls: 0.4961, d3.loss_bbox: 0.4295 d4.loss_cls: 0.5798, d4.loss_bbox: 0.5692, loss: 4.5754, grad_norm: 56.6748
2024-03-24 20:30:07,169 - my_logger - INFO - 2024-03-29 01:29:02,000 - mmdet - INFO - Epoch [43][2350/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5089, loss_bbox: 0.3225, d0.loss_cls: 0.3238, d0.loss_bbox: 0.4896 d1.loss_cls: 0.3738, d1.loss_bbox: 0.3414 d2.loss_cls: 0.4216, d2.loss_bbox: 0.4042 d3.loss_cls: 0.3834, d3.loss_bbox: 0.3516 d4.loss_cls: 0.3099, d4.loss_bbox: 0.3343, loss: 4.4237, grad_norm: 58.6206
2024-03-24 20:30:07,169 - my_logger - INFO - 2024-03-29 01:31:02,000 - mmdet - INFO - Epoch [43][2400/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3865, loss_bbox: 0.5693, d0.loss_cls: 0.3764, d0.loss_bbox: 0.3563 d1.loss_cls: 0.3463, d1.loss_bbox: 0.3331 d2.loss_cls: 0.5294, d2.loss_bbox: 0.3567 d3.loss_cls: 0.5131, d3.loss_bbox: 0.3631 d4.loss_cls: 0.3160, d4.loss_bbox: 0.3877, loss: 4.7481, grad_norm: 57.0095
2024-03-24 20:30:07,169 - my_logger - INFO - 2024-03-29 01:33:02,000 - mmdet - INFO - Epoch [43][2450/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4702, loss_bbox: 0.5643, d0.loss_cls: 0.4620, d0.loss_bbox: 0.3791 d1.loss_cls: 0.4666, d1.loss_bbox: 0.4324 d2.loss_cls: 0.3506, d2.loss_bbox: 0.5501 d3.loss_cls: 0.5137, d3.loss_bbox: 0.3265 d4.loss_cls: 0.3773, d4.loss_bbox: 0.3854, loss: 4.7727, grad_norm: 54.6960
2024-03-24 20:30:07,170 - my_logger - INFO - 2024-03-29 01:35:02,000 - mmdet - INFO - Epoch [43][2500/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4181, loss_bbox: 0.4542, d0.loss_cls: 0.3024, d0.loss_bbox: 0.5506 d1.loss_cls: 0.5602, d1.loss_bbox: 0.5207 d2.loss_cls: 0.4394, d2.loss_bbox: 0.4331 d3.loss_cls: 0.3224, d3.loss_bbox: 0.4836 d4.loss_cls: 0.3503, d4.loss_bbox: 0.4919, loss: 4.9491, grad_norm: 59.6888
2024-03-24 20:30:07,178 - my_logger - INFO - 2024-03-29 01:37:02,000 - mmdet - INFO - Epoch [43][2550/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4283, loss_bbox: 0.4977, d0.loss_cls: 0.4126, d0.loss_bbox: 0.3542 d1.loss_cls: 0.4890, d1.loss_bbox: 0.5030 d2.loss_cls: 0.3257, d2.loss_bbox: 0.5302 d3.loss_cls: 0.5714, d3.loss_bbox: 0.4589 d4.loss_cls: 0.4124, d4.loss_bbox: 0.4045, loss: 3.9125, grad_norm: 56.4360
2024-03-24 20:30:07,179 - my_logger - INFO - 2024-03-29 01:39:02,000 - mmdet - INFO - Epoch [43][2600/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4777, loss_bbox: 0.4910, d0.loss_cls: 0.3672, d0.loss_bbox: 0.3526 d1.loss_cls: 0.3937, d1.loss_bbox: 0.5393 d2.loss_cls: 0.4268, d2.loss_bbox: 0.5725 d3.loss_cls: 0.3768, d3.loss_bbox: 0.4036 d4.loss_cls: 0.4900, d4.loss_bbox: 0.3715, loss: 4.5139, grad_norm: 56.2134
2024-03-24 20:30:07,181 - my_logger - INFO - 2024-03-29 01:41:02,000 - mmdet - INFO - Epoch [43][2650/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5065, loss_bbox: 0.5552, d0.loss_cls: 0.4990, d0.loss_bbox: 0.5015 d1.loss_cls: 0.4338, d1.loss_bbox: 0.4626 d2.loss_cls: 0.4732, d2.loss_bbox: 0.5322 d3.loss_cls: 0.3256, d3.loss_bbox: 0.3485 d4.loss_cls: 0.5442, d4.loss_bbox: 0.5537, loss: 3.5659, grad_norm: 54.8633
2024-03-24 20:30:07,181 - my_logger - INFO - 2024-03-29 01:43:02,000 - mmdet - INFO - Epoch [43][2700/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3235, loss_bbox: 0.5086, d0.loss_cls: 0.5122, d0.loss_bbox: 0.5662 d1.loss_cls: 0.4373, d1.loss_bbox: 0.3297 d2.loss_cls: 0.5135, d2.loss_bbox: 0.3023 d3.loss_cls: 0.4280, d3.loss_bbox: 0.3288 d4.loss_cls: 0.4275, d4.loss_bbox: 0.4330, loss: 4.5662, grad_norm: 56.3842
2024-03-24 20:30:07,182 - my_logger - INFO - 2024-03-29 01:45:02,000 - mmdet - INFO - Epoch [43][2750/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3748, loss_bbox: 0.3101, d0.loss_cls: 0.3031, d0.loss_bbox: 0.4500 d1.loss_cls: 0.4598, d1.loss_bbox: 0.5491 d2.loss_cls: 0.3751, d2.loss_bbox: 0.3118 d3.loss_cls: 0.5222, d3.loss_bbox: 0.3534 d4.loss_cls: 0.3081, d4.loss_bbox: 0.4374, loss: 4.5538, grad_norm: 52.4690
2024-03-24 20:30:07,182 - my_logger - INFO - 2024-03-29 01:47:02,000 - mmdet - INFO - Epoch [43][2800/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3463, loss_bbox: 0.4924, d0.loss_cls: 0.3859, d0.loss_bbox: 0.3691 d1.loss_cls: 0.3092, d1.loss_bbox: 0.3692 d2.loss_cls: 0.4908, d2.loss_bbox: 0.3500 d3.loss_cls: 0.3581, d3.loss_bbox: 0.4315 d4.loss_cls: 0.4155, d4.loss_bbox: 0.3701, loss: 3.9856, grad_norm: 51.4226
2024-03-24 20:30:07,182 - my_logger - INFO - 2024-03-29 01:49:02,000 - mmdet - INFO - Epoch [43][2850/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4195, loss_bbox: 0.5361, d0.loss_cls: 0.4675, d0.loss_bbox: 0.4039 d1.loss_cls: 0.4994, d1.loss_bbox: 0.5448 d2.loss_cls: 0.3171, d2.loss_bbox: 0.3761 d3.loss_cls: 0.3232, d3.loss_bbox: 0.5978 d4.loss_cls: 0.4524, d4.loss_bbox: 0.3937, loss: 4.6566, grad_norm: 53.6729
2024-03-24 20:30:07,183 - my_logger - INFO - 2024-03-29 01:51:02,000 - mmdet - INFO - Epoch [43][2900/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5967, loss_bbox: 0.5577, d0.loss_cls: 0.4787, d0.loss_bbox: 0.3170 d1.loss_cls: 0.5535, d1.loss_bbox: 0.4967 d2.loss_cls: 0.3617, d2.loss_bbox: 0.5855 d3.loss_cls: 0.4691, d3.loss_bbox: 0.4428 d4.loss_cls: 0.3422, d4.loss_bbox: 0.5204, loss: 4.9709, grad_norm: 59.6322
2024-03-24 20:30:07,183 - my_logger - INFO - 2024-03-29 01:53:02,000 - mmdet - INFO - Epoch [43][2950/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4018, loss_bbox: 0.3940, d0.loss_cls: 0.5033, d0.loss_bbox: 0.5084 d1.loss_cls: 0.4197, d1.loss_bbox: 0.4717 d2.loss_cls: 0.5765, d2.loss_bbox: 0.3057 d3.loss_cls: 0.3648, d3.loss_bbox: 0.4432 d4.loss_cls: 0.4597, d4.loss_bbox: 0.4384, loss: 3.7653, grad_norm: 50.8259
2024-03-24 20:30:07,183 - my_logger - INFO - 2024-03-29 01:55:02,000 - mmdet - INFO - Epoch [43][3000/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3645, loss_bbox: 0.5495, d0.loss_cls: 0.4352, d0.loss_bbox: 0.3975 d1.loss_cls: 0.4354, d1.loss_bbox: 0.3114 d2.loss_cls: 0.4077, d2.loss_bbox: 0.3904 d3.loss_cls: 0.4632, d3.loss_bbox: 0.3158 d4.loss_cls: 0.3472, d4.loss_bbox: 0.4302, loss: 4.7524, grad_norm: 55.2255
2024-03-24 20:30:07,184 - my_logger - INFO - 2024-03-29 01:57:02,000 - mmdet - INFO - Epoch [43][3050/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3230, loss_bbox: 0.5950, d0.loss_cls: 0.4538, d0.loss_bbox: 0.5993 d1.loss_cls: 0.3706, d1.loss_bbox: 0.3705 d2.loss_cls: 0.5972, d2.loss_bbox: 0.5561 d3.loss_cls: 0.3385, d3.loss_bbox: 0.3781 d4.loss_cls: 0.4319, d4.loss_bbox: 0.3534, loss: 3.6505, grad_norm: 57.3047
2024-03-24 20:30:07,184 - my_logger - INFO - 2024-03-29 01:59:02,000 - mmdet - INFO - Epoch [43][3100/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5571, loss_bbox: 0.3542, d0.loss_cls: 0.5572, d0.loss_bbox: 0.5512 d1.loss_cls: 0.5350, d1.loss_bbox: 0.3922 d2.loss_cls: 0.3768, d2.loss_bbox: 0.3709 d3.loss_cls: 0.3490, d3.loss_bbox: 0.3661 d4.loss_cls: 0.4632, d4.loss_bbox: 0.3355, loss: 3.6198, grad_norm: 55.1597
2024-03-24 20:30:07,185 - my_logger - INFO - 2024-03-29 02:01:02,000 - mmdet - INFO - Epoch [43][3150/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5199, loss_bbox: 0.5007, d0.loss_cls: 0.3081, d0.loss_bbox: 0.5786 d1.loss_cls: 0.4346, d1.loss_bbox: 0.3988 d2.loss_cls: 0.5498, d2.loss_bbox: 0.5220 d3.loss_cls: 0.3165, d3.loss_bbox: 0.4077 d4.loss_cls: 0.3669, d4.loss_bbox: 0.5652, loss: 4.1287, grad_norm: 58.6180
2024-03-24 20:30:07,185 - my_logger - INFO - 2024-03-29 02:03:02,000 - mmdet - INFO - Epoch [43][3200/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5406, loss_bbox: 0.4254, d0.loss_cls: 0.3049, d0.loss_bbox: 0.3568 d1.loss_cls: 0.4246, d1.loss_bbox: 0.5296 d2.loss_cls: 0.4671, d2.loss_bbox: 0.3596 d3.loss_cls: 0.3342, d3.loss_bbox: 0.4926 d4.loss_cls: 0.5832, d4.loss_bbox: 0.3953, loss: 4.5186, grad_norm: 55.9456
2024-03-24 20:30:07,185 - my_logger - INFO - 2024-03-29 02:05:02,000 - mmdet - INFO - Epoch [43][3250/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2773, loss_bbox: 0.5612, d0.loss_cls: 0.3832, d0.loss_bbox: 0.4779 d1.loss_cls: 0.3937, d1.loss_bbox: 0.3502 d2.loss_cls: 0.3439, d2.loss_bbox: 0.4083 d3.loss_cls: 0.5531, d3.loss_bbox: 0.4421 d4.loss_cls: 0.3521, d4.loss_bbox: 0.4079, loss: 3.7048, grad_norm: 51.3116
2024-03-24 20:30:07,186 - my_logger - INFO - 2024-03-29 02:07:02,000 - mmdet - INFO - Epoch [43][3300/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3981, loss_bbox: 0.3503, d0.loss_cls: 0.4489, d0.loss_bbox: 0.3856 d1.loss_cls: 0.4368, d1.loss_bbox: 0.4204 d2.loss_cls: 0.3885, d2.loss_bbox: 0.3507 d3.loss_cls: 0.3488, d3.loss_bbox: 0.5075 d4.loss_cls: 0.5440, d4.loss_bbox: 0.3499, loss: 4.8286, grad_norm: 54.8232
2024-03-24 20:30:07,193 - my_logger - INFO - 2024-03-29 02:09:02,000 - mmdet - INFO - Epoch [43][3350/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5269, loss_bbox: 0.3220, d0.loss_cls: 0.3229, d0.loss_bbox: 0.5734 d1.loss_cls: 0.3438, d1.loss_bbox: 0.3026 d2.loss_cls: 0.3734, d2.loss_bbox: 0.4003 d3.loss_cls: 0.4594, d3.loss_bbox: 0.4675 d4.loss_cls: 0.5320, d4.loss_bbox: 0.3133, loss: 4.5111, grad_norm: 59.6051
2024-03-24 20:30:07,194 - my_logger - INFO - 2024-03-29 02:11:02,000 - mmdet - INFO - Epoch [43][3400/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5823, loss_bbox: 0.3667, d0.loss_cls: 0.5100, d0.loss_bbox: 0.3543 d1.loss_cls: 0.4071, d1.loss_bbox: 0.4138 d2.loss_cls: 0.3292, d2.loss_bbox: 0.3811 d3.loss_cls: 0.4474, d3.loss_bbox: 0.4662 d4.loss_cls: 0.3023, d4.loss_bbox: 0.3481, loss: 4.2705, grad_norm: 51.1879
2024-03-24 20:30:07,194 - my_logger - INFO - 2024-03-29 02:13:02,000 - mmdet - INFO - Epoch [43][3450/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4694, loss_bbox: 0.3689, d0.loss_cls: 0.3060, d0.loss_bbox: 0.5403 d1.loss_cls: 0.5768, d1.loss_bbox: 0.4064 d2.loss_cls: 0.5641, d2.loss_bbox: 0.4319 d3.loss_cls: 0.4743, d3.loss_bbox: 0.4693 d4.loss_cls: 0.4598, d4.loss_bbox: 0.3796, loss: 3.5606, grad_norm: 58.4453
2024-03-24 20:30:07,194 - my_logger - INFO - 2024-03-29 02:15:02,000 - mmdet - INFO - Epoch [43][3500/3517][Batch size: 50]	lr: 6.502e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5775, loss_bbox: 0.5583, d0.loss_cls: 0.3587, d0.loss_bbox: 0.5991 d1.loss_cls: 0.3240, d1.loss_bbox: 0.4983 d2.loss_cls: 0.4865, d2.loss_bbox: 0.3426 d3.loss_cls: 0.3372, d3.loss_bbox: 0.5092 d4.loss_cls: 0.5514, d4.loss_bbox: 0.5737, loss: 3.7709, grad_norm: 55.2478
2024-03-24 20:30:07,195 - my_logger - INFO - 2024-03-29 02:17:02,000 - mmdet - INFO - Epoch [44][0/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3273, loss_bbox: 0.3005, d0.loss_cls: 0.4943, d0.loss_bbox: 0.3402 d1.loss_cls: 0.4536, d1.loss_bbox: 0.3755 d2.loss_cls: 0.5655, d2.loss_bbox: 0.4749 d3.loss_cls: 0.3219, d3.loss_bbox: 0.5813 d4.loss_cls: 0.4373, d4.loss_bbox: 0.4741, loss: 4.6712, grad_norm: 56.6928
2024-03-24 20:30:07,195 - my_logger - INFO - 2024-03-29 02:19:02,000 - mmdet - INFO - Epoch [44][50/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3993, loss_bbox: 0.4486, d0.loss_cls: 0.5906, d0.loss_bbox: 0.4969 d1.loss_cls: 0.5030, d1.loss_bbox: 0.3399 d2.loss_cls: 0.4990, d2.loss_bbox: 0.4260 d3.loss_cls: 0.4719, d3.loss_bbox: 0.5639 d4.loss_cls: 0.5527, d4.loss_bbox: 0.5684, loss: 4.7653, grad_norm: 56.0447
2024-03-24 20:30:07,196 - my_logger - INFO - 2024-03-29 02:21:02,000 - mmdet - INFO - Epoch [44][100/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4866, loss_bbox: 0.3518, d0.loss_cls: 0.4474, d0.loss_bbox: 0.4124 d1.loss_cls: 0.5183, d1.loss_bbox: 0.3422 d2.loss_cls: 0.3558, d2.loss_bbox: 0.5255 d3.loss_cls: 0.4948, d3.loss_bbox: 0.4589 d4.loss_cls: 0.4111, d4.loss_bbox: 0.4631, loss: 4.5119, grad_norm: 54.9467
2024-03-24 20:30:07,196 - my_logger - INFO - 2024-03-29 02:23:02,000 - mmdet - INFO - Epoch [44][150/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2549, loss_bbox: 0.5229, d0.loss_cls: 0.5334, d0.loss_bbox: 0.4910 d1.loss_cls: 0.4533, d1.loss_bbox: 0.3840 d2.loss_cls: 0.3273, d2.loss_bbox: 0.5552 d3.loss_cls: 0.5425, d3.loss_bbox: 0.3590 d4.loss_cls: 0.3906, d4.loss_bbox: 0.4465, loss: 3.5156, grad_norm: 53.9284
2024-03-24 20:30:07,196 - my_logger - INFO - 2024-03-29 02:25:02,000 - mmdet - INFO - Epoch [44][200/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4592, loss_bbox: 0.4110, d0.loss_cls: 0.5542, d0.loss_bbox: 0.4508 d1.loss_cls: 0.4346, d1.loss_bbox: 0.5097 d2.loss_cls: 0.4752, d2.loss_bbox: 0.3905 d3.loss_cls: 0.4819, d3.loss_bbox: 0.3468 d4.loss_cls: 0.5219, d4.loss_bbox: 0.4716, loss: 4.0570, grad_norm: 51.5799
2024-03-24 20:30:07,197 - my_logger - INFO - 2024-03-29 02:27:02,000 - mmdet - INFO - Epoch [44][250/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3278, loss_bbox: 0.5598, d0.loss_cls: 0.5940, d0.loss_bbox: 0.3198 d1.loss_cls: 0.5824, d1.loss_bbox: 0.5098 d2.loss_cls: 0.5418, d2.loss_bbox: 0.5186 d3.loss_cls: 0.5750, d3.loss_bbox: 0.4854 d4.loss_cls: 0.5737, d4.loss_bbox: 0.5395, loss: 4.2478, grad_norm: 52.2382
2024-03-24 20:30:07,197 - my_logger - INFO - 2024-03-29 02:29:02,000 - mmdet - INFO - Epoch [44][300/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5476, loss_bbox: 0.5999, d0.loss_cls: 0.4720, d0.loss_bbox: 0.3686 d1.loss_cls: 0.5687, d1.loss_bbox: 0.3164 d2.loss_cls: 0.3223, d2.loss_bbox: 0.5231 d3.loss_cls: 0.5644, d3.loss_bbox: 0.4286 d4.loss_cls: 0.4698, d4.loss_bbox: 0.4100, loss: 4.4858, grad_norm: 51.0792
2024-03-24 20:30:07,197 - my_logger - INFO - 2024-03-29 02:31:02,000 - mmdet - INFO - Epoch [44][350/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3028, loss_bbox: 0.5437, d0.loss_cls: 0.5889, d0.loss_bbox: 0.5318 d1.loss_cls: 0.3561, d1.loss_bbox: 0.4325 d2.loss_cls: 0.5904, d2.loss_bbox: 0.4443 d3.loss_cls: 0.3252, d3.loss_bbox: 0.5719 d4.loss_cls: 0.4431, d4.loss_bbox: 0.3452, loss: 4.6943, grad_norm: 54.5998
2024-03-24 20:30:07,198 - my_logger - INFO - 2024-03-29 02:33:02,000 - mmdet - INFO - Epoch [44][400/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3195, loss_bbox: 0.4229, d0.loss_cls: 0.5654, d0.loss_bbox: 0.5405 d1.loss_cls: 0.3512, d1.loss_bbox: 0.3792 d2.loss_cls: 0.4009, d2.loss_bbox: 0.3047 d3.loss_cls: 0.3887, d3.loss_bbox: 0.4210 d4.loss_cls: 0.5768, d4.loss_bbox: 0.4077, loss: 4.5219, grad_norm: 54.1160
2024-03-24 20:30:07,198 - my_logger - INFO - 2024-03-29 02:35:02,000 - mmdet - INFO - Epoch [44][450/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2694, loss_bbox: 0.3313, d0.loss_cls: 0.3285, d0.loss_bbox: 0.4148 d1.loss_cls: 0.3156, d1.loss_bbox: 0.4890 d2.loss_cls: 0.3982, d2.loss_bbox: 0.4103 d3.loss_cls: 0.5201, d3.loss_bbox: 0.5080 d4.loss_cls: 0.3691, d4.loss_bbox: 0.4009, loss: 4.2819, grad_norm: 58.9619
2024-03-24 20:30:07,199 - my_logger - INFO - 2024-03-29 02:37:02,000 - mmdet - INFO - Epoch [44][500/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5781, loss_bbox: 0.3692, d0.loss_cls: 0.5963, d0.loss_bbox: 0.4461 d1.loss_cls: 0.5852, d1.loss_bbox: 0.4959 d2.loss_cls: 0.5742, d2.loss_bbox: 0.3600 d3.loss_cls: 0.4554, d3.loss_bbox: 0.4732 d4.loss_cls: 0.5356, d4.loss_bbox: 0.3781, loss: 3.9761, grad_norm: 58.7281
2024-03-24 20:30:07,199 - my_logger - INFO - 2024-03-29 02:39:02,000 - mmdet - INFO - Epoch [44][550/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4315, loss_bbox: 0.3190, d0.loss_cls: 0.4450, d0.loss_bbox: 0.4468 d1.loss_cls: 0.3716, d1.loss_bbox: 0.4235 d2.loss_cls: 0.3403, d2.loss_bbox: 0.5249 d3.loss_cls: 0.3744, d3.loss_bbox: 0.4272 d4.loss_cls: 0.5155, d4.loss_bbox: 0.5581, loss: 3.6241, grad_norm: 51.0634
2024-03-24 20:30:07,199 - my_logger - INFO - 2024-03-29 02:41:02,000 - mmdet - INFO - Epoch [44][600/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3373, loss_bbox: 0.4509, d0.loss_cls: 0.4968, d0.loss_bbox: 0.5722 d1.loss_cls: 0.4719, d1.loss_bbox: 0.5667 d2.loss_cls: 0.5752, d2.loss_bbox: 0.4919 d3.loss_cls: 0.5110, d3.loss_bbox: 0.4079 d4.loss_cls: 0.3478, d4.loss_bbox: 0.4896, loss: 3.9602, grad_norm: 59.4137
2024-03-24 20:30:07,200 - my_logger - INFO - 2024-03-29 02:43:02,000 - mmdet - INFO - Epoch [44][650/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2898, loss_bbox: 0.3876, d0.loss_cls: 0.3624, d0.loss_bbox: 0.5230 d1.loss_cls: 0.5533, d1.loss_bbox: 0.5191 d2.loss_cls: 0.5663, d2.loss_bbox: 0.5627 d3.loss_cls: 0.5751, d3.loss_bbox: 0.4553 d4.loss_cls: 0.5143, d4.loss_bbox: 0.4020, loss: 3.6988, grad_norm: 56.5546
2024-03-24 20:30:07,200 - my_logger - INFO - 2024-03-29 02:45:02,000 - mmdet - INFO - Epoch [44][700/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4913, loss_bbox: 0.3594, d0.loss_cls: 0.4869, d0.loss_bbox: 0.5508 d1.loss_cls: 0.4884, d1.loss_bbox: 0.3617 d2.loss_cls: 0.4496, d2.loss_bbox: 0.4255 d3.loss_cls: 0.3406, d3.loss_bbox: 0.4651 d4.loss_cls: 0.4041, d4.loss_bbox: 0.3198, loss: 4.7869, grad_norm: 52.6624
2024-03-24 20:30:07,200 - my_logger - INFO - 2024-03-29 02:47:02,000 - mmdet - INFO - Epoch [44][750/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5786, loss_bbox: 0.4715, d0.loss_cls: 0.5937, d0.loss_bbox: 0.4712 d1.loss_cls: 0.4287, d1.loss_bbox: 0.5411 d2.loss_cls: 0.4002, d2.loss_bbox: 0.4043 d3.loss_cls: 0.3130, d3.loss_bbox: 0.3764 d4.loss_cls: 0.4136, d4.loss_bbox: 0.3429, loss: 3.6393, grad_norm: 50.5162
2024-03-24 20:30:07,201 - my_logger - INFO - 2024-03-29 02:49:02,000 - mmdet - INFO - Epoch [44][800/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3660, loss_bbox: 0.4234, d0.loss_cls: 0.3882, d0.loss_bbox: 0.3215 d1.loss_cls: 0.4343, d1.loss_bbox: 0.5141 d2.loss_cls: 0.4667, d2.loss_bbox: 0.5466 d3.loss_cls: 0.3236, d3.loss_bbox: 0.3449 d4.loss_cls: 0.5290, d4.loss_bbox: 0.4601, loss: 4.8384, grad_norm: 54.0411
2024-03-24 20:30:07,201 - my_logger - INFO - 2024-03-29 02:51:02,000 - mmdet - INFO - Epoch [44][850/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5408, loss_bbox: 0.5866, d0.loss_cls: 0.4563, d0.loss_bbox: 0.4920 d1.loss_cls: 0.5070, d1.loss_bbox: 0.5991 d2.loss_cls: 0.3191, d2.loss_bbox: 0.4556 d3.loss_cls: 0.3226, d3.loss_bbox: 0.3049 d4.loss_cls: 0.5330, d4.loss_bbox: 0.4032, loss: 3.8478, grad_norm: 51.1609
2024-03-24 20:30:07,202 - my_logger - INFO - 2024-03-29 02:53:02,000 - mmdet - INFO - Epoch [44][900/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3755, loss_bbox: 0.4829, d0.loss_cls: 0.5868, d0.loss_bbox: 0.5623 d1.loss_cls: 0.4202, d1.loss_bbox: 0.3587 d2.loss_cls: 0.5180, d2.loss_bbox: 0.4999 d3.loss_cls: 0.4966, d3.loss_bbox: 0.5095 d4.loss_cls: 0.3447, d4.loss_bbox: 0.4127, loss: 4.3479, grad_norm: 56.0560
2024-03-24 20:30:07,209 - my_logger - INFO - 2024-03-29 02:55:02,000 - mmdet - INFO - Epoch [44][950/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2546, loss_bbox: 0.5537, d0.loss_cls: 0.3528, d0.loss_bbox: 0.5390 d1.loss_cls: 0.3780, d1.loss_bbox: 0.5685 d2.loss_cls: 0.5915, d2.loss_bbox: 0.4149 d3.loss_cls: 0.4390, d3.loss_bbox: 0.4667 d4.loss_cls: 0.4300, d4.loss_bbox: 0.3488, loss: 4.8175, grad_norm: 59.6855
2024-03-24 20:30:07,210 - my_logger - INFO - 2024-03-29 02:57:02,000 - mmdet - INFO - Epoch [44][1000/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4678, loss_bbox: 0.3243, d0.loss_cls: 0.4236, d0.loss_bbox: 0.4065 d1.loss_cls: 0.3240, d1.loss_bbox: 0.4495 d2.loss_cls: 0.5764, d2.loss_bbox: 0.4065 d3.loss_cls: 0.3916, d3.loss_bbox: 0.3662 d4.loss_cls: 0.3122, d4.loss_bbox: 0.4176, loss: 3.9194, grad_norm: 56.7574
2024-03-24 20:30:07,210 - my_logger - INFO - 2024-03-29 02:59:02,000 - mmdet - INFO - Epoch [44][1050/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3499, loss_bbox: 0.5653, d0.loss_cls: 0.3879, d0.loss_bbox: 0.5392 d1.loss_cls: 0.3127, d1.loss_bbox: 0.4936 d2.loss_cls: 0.3402, d2.loss_bbox: 0.5428 d3.loss_cls: 0.5109, d3.loss_bbox: 0.5922 d4.loss_cls: 0.5239, d4.loss_bbox: 0.4326, loss: 4.8713, grad_norm: 54.0636
2024-03-24 20:30:07,211 - my_logger - INFO - 2024-03-29 03:01:02,000 - mmdet - INFO - Epoch [44][1100/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4196, loss_bbox: 0.4026, d0.loss_cls: 0.5590, d0.loss_bbox: 0.4979 d1.loss_cls: 0.5832, d1.loss_bbox: 0.3870 d2.loss_cls: 0.5526, d2.loss_bbox: 0.4419 d3.loss_cls: 0.4487, d3.loss_bbox: 0.5602 d4.loss_cls: 0.4891, d4.loss_bbox: 0.3845, loss: 3.6873, grad_norm: 55.9383
2024-03-24 20:30:07,211 - my_logger - INFO - 2024-03-29 03:03:02,000 - mmdet - INFO - Epoch [44][1150/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5994, loss_bbox: 0.3228, d0.loss_cls: 0.3007, d0.loss_bbox: 0.4325 d1.loss_cls: 0.5142, d1.loss_bbox: 0.4837 d2.loss_cls: 0.3399, d2.loss_bbox: 0.5431 d3.loss_cls: 0.4745, d3.loss_bbox: 0.4997 d4.loss_cls: 0.3609, d4.loss_bbox: 0.4483, loss: 4.9608, grad_norm: 52.1770
2024-03-24 20:30:07,212 - my_logger - INFO - 2024-03-29 03:05:02,000 - mmdet - INFO - Epoch [44][1200/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3123, loss_bbox: 0.4272, d0.loss_cls: 0.3115, d0.loss_bbox: 0.4942 d1.loss_cls: 0.3713, d1.loss_bbox: 0.5844 d2.loss_cls: 0.4645, d2.loss_bbox: 0.4647 d3.loss_cls: 0.5895, d3.loss_bbox: 0.3372 d4.loss_cls: 0.4151, d4.loss_bbox: 0.5860, loss: 4.7223, grad_norm: 52.2807
2024-03-24 20:30:07,212 - my_logger - INFO - 2024-03-29 03:07:02,000 - mmdet - INFO - Epoch [44][1250/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2680, loss_bbox: 0.3563, d0.loss_cls: 0.4767, d0.loss_bbox: 0.3764 d1.loss_cls: 0.4954, d1.loss_bbox: 0.4270 d2.loss_cls: 0.3875, d2.loss_bbox: 0.4630 d3.loss_cls: 0.3719, d3.loss_bbox: 0.3257 d4.loss_cls: 0.5737, d4.loss_bbox: 0.3558, loss: 3.9536, grad_norm: 53.1317
2024-03-24 20:30:07,213 - my_logger - INFO - 2024-03-29 03:09:02,000 - mmdet - INFO - Epoch [44][1300/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5628, loss_bbox: 0.4794, d0.loss_cls: 0.5319, d0.loss_bbox: 0.3082 d1.loss_cls: 0.4395, d1.loss_bbox: 0.4832 d2.loss_cls: 0.5840, d2.loss_bbox: 0.3605 d3.loss_cls: 0.4686, d3.loss_bbox: 0.4071 d4.loss_cls: 0.3463, d4.loss_bbox: 0.5685, loss: 4.5416, grad_norm: 58.3821
2024-03-24 20:30:07,213 - my_logger - INFO - 2024-03-29 03:11:02,000 - mmdet - INFO - Epoch [44][1350/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3675, loss_bbox: 0.5605, d0.loss_cls: 0.3046, d0.loss_bbox: 0.4614 d1.loss_cls: 0.5072, d1.loss_bbox: 0.4445 d2.loss_cls: 0.5935, d2.loss_bbox: 0.3857 d3.loss_cls: 0.5971, d3.loss_bbox: 0.5305 d4.loss_cls: 0.5595, d4.loss_bbox: 0.3063, loss: 4.0299, grad_norm: 55.6459
2024-03-24 20:30:07,214 - my_logger - INFO - 2024-03-29 03:13:02,000 - mmdet - INFO - Epoch [44][1400/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4468, loss_bbox: 0.5887, d0.loss_cls: 0.4518, d0.loss_bbox: 0.3395 d1.loss_cls: 0.5489, d1.loss_bbox: 0.3590 d2.loss_cls: 0.4425, d2.loss_bbox: 0.4777 d3.loss_cls: 0.5876, d3.loss_bbox: 0.5188 d4.loss_cls: 0.3185, d4.loss_bbox: 0.5365, loss: 3.7158, grad_norm: 50.8095
2024-03-24 20:30:07,214 - my_logger - INFO - 2024-03-29 03:15:02,000 - mmdet - INFO - Epoch [44][1450/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3426, loss_bbox: 0.5502, d0.loss_cls: 0.5597, d0.loss_bbox: 0.3723 d1.loss_cls: 0.5754, d1.loss_bbox: 0.4372 d2.loss_cls: 0.4177, d2.loss_bbox: 0.3650 d3.loss_cls: 0.4785, d3.loss_bbox: 0.4038 d4.loss_cls: 0.3060, d4.loss_bbox: 0.5154, loss: 3.5830, grad_norm: 51.6705
2024-03-24 20:30:07,214 - my_logger - INFO - 2024-03-29 03:17:02,000 - mmdet - INFO - Epoch [44][1500/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3354, loss_bbox: 0.4526, d0.loss_cls: 0.4022, d0.loss_bbox: 0.5667 d1.loss_cls: 0.5338, d1.loss_bbox: 0.4989 d2.loss_cls: 0.4028, d2.loss_bbox: 0.3631 d3.loss_cls: 0.4990, d3.loss_bbox: 0.3788 d4.loss_cls: 0.5123, d4.loss_bbox: 0.3737, loss: 4.0160, grad_norm: 50.4666
2024-03-24 20:30:07,215 - my_logger - INFO - 2024-03-29 03:19:02,000 - mmdet - INFO - Epoch [44][1550/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3194, loss_bbox: 0.5474, d0.loss_cls: 0.5714, d0.loss_bbox: 0.3207 d1.loss_cls: 0.5454, d1.loss_bbox: 0.5383 d2.loss_cls: 0.3194, d2.loss_bbox: 0.5785 d3.loss_cls: 0.3454, d3.loss_bbox: 0.4950 d4.loss_cls: 0.4527, d4.loss_bbox: 0.3012, loss: 4.6608, grad_norm: 51.9777
2024-03-24 20:30:07,215 - my_logger - INFO - 2024-03-29 03:21:02,000 - mmdet - INFO - Epoch [44][1600/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4030, loss_bbox: 0.5220, d0.loss_cls: 0.5105, d0.loss_bbox: 0.4896 d1.loss_cls: 0.5206, d1.loss_bbox: 0.5097 d2.loss_cls: 0.5010, d2.loss_bbox: 0.5156 d3.loss_cls: 0.3002, d3.loss_bbox: 0.5180 d4.loss_cls: 0.5037, d4.loss_bbox: 0.4460, loss: 4.6358, grad_norm: 57.3238
2024-03-24 20:30:07,216 - my_logger - INFO - 2024-03-29 03:23:02,000 - mmdet - INFO - Epoch [44][1650/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2698, loss_bbox: 0.5586, d0.loss_cls: 0.5336, d0.loss_bbox: 0.3984 d1.loss_cls: 0.4293, d1.loss_bbox: 0.4607 d2.loss_cls: 0.4220, d2.loss_bbox: 0.3336 d3.loss_cls: 0.5928, d3.loss_bbox: 0.3035 d4.loss_cls: 0.4049, d4.loss_bbox: 0.4127, loss: 3.9469, grad_norm: 56.9105
2024-03-24 20:30:07,216 - my_logger - INFO - 2024-03-29 03:25:02,000 - mmdet - INFO - Epoch [44][1700/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2975, loss_bbox: 0.4710, d0.loss_cls: 0.3690, d0.loss_bbox: 0.4831 d1.loss_cls: 0.3473, d1.loss_bbox: 0.3770 d2.loss_cls: 0.4766, d2.loss_bbox: 0.5937 d3.loss_cls: 0.5255, d3.loss_bbox: 0.4097 d4.loss_cls: 0.4886, d4.loss_bbox: 0.3311, loss: 4.2444, grad_norm: 57.3785
2024-03-24 20:30:07,217 - my_logger - INFO - 2024-03-29 03:27:02,000 - mmdet - INFO - Epoch [44][1750/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3122, loss_bbox: 0.4215, d0.loss_cls: 0.3956, d0.loss_bbox: 0.4397 d1.loss_cls: 0.5501, d1.loss_bbox: 0.5105 d2.loss_cls: 0.5037, d2.loss_bbox: 0.4610 d3.loss_cls: 0.3252, d3.loss_bbox: 0.4735 d4.loss_cls: 0.3186, d4.loss_bbox: 0.4622, loss: 4.9921, grad_norm: 56.8272
2024-03-24 20:30:07,217 - my_logger - INFO - 2024-03-29 03:29:02,000 - mmdet - INFO - Epoch [44][1800/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2745, loss_bbox: 0.3510, d0.loss_cls: 0.5947, d0.loss_bbox: 0.3422 d1.loss_cls: 0.3856, d1.loss_bbox: 0.3144 d2.loss_cls: 0.5369, d2.loss_bbox: 0.3393 d3.loss_cls: 0.4127, d3.loss_bbox: 0.4908 d4.loss_cls: 0.5168, d4.loss_bbox: 0.3824, loss: 4.8652, grad_norm: 50.2241
2024-03-24 20:30:07,217 - my_logger - INFO - 2024-03-29 03:31:02,000 - mmdet - INFO - Epoch [44][1850/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4820, loss_bbox: 0.3311, d0.loss_cls: 0.5854, d0.loss_bbox: 0.3695 d1.loss_cls: 0.5962, d1.loss_bbox: 0.4654 d2.loss_cls: 0.5003, d2.loss_bbox: 0.5822 d3.loss_cls: 0.4295, d3.loss_bbox: 0.5135 d4.loss_cls: 0.5109, d4.loss_bbox: 0.5839, loss: 4.6080, grad_norm: 59.2025
2024-03-24 20:30:07,224 - my_logger - INFO - 2024-03-29 03:33:02,000 - mmdet - INFO - Epoch [44][1900/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5767, loss_bbox: 0.4262, d0.loss_cls: 0.4195, d0.loss_bbox: 0.4687 d1.loss_cls: 0.4574, d1.loss_bbox: 0.4984 d2.loss_cls: 0.3999, d2.loss_bbox: 0.3652 d3.loss_cls: 0.3026, d3.loss_bbox: 0.5742 d4.loss_cls: 0.3167, d4.loss_bbox: 0.5184, loss: 4.6320, grad_norm: 50.4125
2024-03-24 20:30:07,225 - my_logger - INFO - 2024-03-29 03:35:02,000 - mmdet - INFO - Epoch [44][1950/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2544, loss_bbox: 0.4902, d0.loss_cls: 0.3834, d0.loss_bbox: 0.4637 d1.loss_cls: 0.3697, d1.loss_bbox: 0.3390 d2.loss_cls: 0.5810, d2.loss_bbox: 0.3819 d3.loss_cls: 0.5963, d3.loss_bbox: 0.5896 d4.loss_cls: 0.3537, d4.loss_bbox: 0.3989, loss: 3.6712, grad_norm: 58.2920
2024-03-24 20:30:07,228 - my_logger - INFO - 2024-03-29 03:37:02,000 - mmdet - INFO - Epoch [44][2000/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5752, loss_bbox: 0.5150, d0.loss_cls: 0.4008, d0.loss_bbox: 0.4216 d1.loss_cls: 0.3285, d1.loss_bbox: 0.4355 d2.loss_cls: 0.5085, d2.loss_bbox: 0.5674 d3.loss_cls: 0.3050, d3.loss_bbox: 0.4684 d4.loss_cls: 0.4814, d4.loss_bbox: 0.5312, loss: 3.7137, grad_norm: 59.4752
2024-03-24 20:30:07,229 - my_logger - INFO - 2024-03-29 03:39:02,000 - mmdet - INFO - Epoch [44][2050/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2907, loss_bbox: 0.3713, d0.loss_cls: 0.3460, d0.loss_bbox: 0.3822 d1.loss_cls: 0.4842, d1.loss_bbox: 0.5823 d2.loss_cls: 0.3131, d2.loss_bbox: 0.3615 d3.loss_cls: 0.4484, d3.loss_bbox: 0.4552 d4.loss_cls: 0.5630, d4.loss_bbox: 0.3193, loss: 3.5413, grad_norm: 50.5357
2024-03-24 20:30:07,229 - my_logger - INFO - 2024-03-29 03:41:02,000 - mmdet - INFO - Epoch [44][2100/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4705, loss_bbox: 0.5840, d0.loss_cls: 0.5127, d0.loss_bbox: 0.3417 d1.loss_cls: 0.4232, d1.loss_bbox: 0.3990 d2.loss_cls: 0.5271, d2.loss_bbox: 0.5751 d3.loss_cls: 0.4978, d3.loss_bbox: 0.3339 d4.loss_cls: 0.3252, d4.loss_bbox: 0.4197, loss: 3.7975, grad_norm: 55.9346
2024-03-24 20:30:07,229 - my_logger - INFO - 2024-03-29 03:43:02,000 - mmdet - INFO - Epoch [44][2150/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3811, loss_bbox: 0.4769, d0.loss_cls: 0.4133, d0.loss_bbox: 0.3964 d1.loss_cls: 0.5004, d1.loss_bbox: 0.5200 d2.loss_cls: 0.3798, d2.loss_bbox: 0.4267 d3.loss_cls: 0.4657, d3.loss_bbox: 0.4627 d4.loss_cls: 0.5756, d4.loss_bbox: 0.3272, loss: 4.8651, grad_norm: 53.8029
2024-03-24 20:30:07,230 - my_logger - INFO - 2024-03-29 03:45:02,000 - mmdet - INFO - Epoch [44][2200/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3825, loss_bbox: 0.4716, d0.loss_cls: 0.4325, d0.loss_bbox: 0.3981 d1.loss_cls: 0.3653, d1.loss_bbox: 0.4874 d2.loss_cls: 0.5220, d2.loss_bbox: 0.5513 d3.loss_cls: 0.5150, d3.loss_bbox: 0.3945 d4.loss_cls: 0.5816, d4.loss_bbox: 0.3635, loss: 4.0486, grad_norm: 53.5825
2024-03-24 20:30:07,230 - my_logger - INFO - 2024-03-29 03:47:02,000 - mmdet - INFO - Epoch [44][2250/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2501, loss_bbox: 0.5753, d0.loss_cls: 0.4094, d0.loss_bbox: 0.3041 d1.loss_cls: 0.5911, d1.loss_bbox: 0.5730 d2.loss_cls: 0.4678, d2.loss_bbox: 0.4973 d3.loss_cls: 0.3539, d3.loss_bbox: 0.5618 d4.loss_cls: 0.4649, d4.loss_bbox: 0.5160, loss: 3.7848, grad_norm: 53.5269
2024-03-24 20:30:07,231 - my_logger - INFO - 2024-03-29 03:49:02,000 - mmdet - INFO - Epoch [44][2300/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4601, loss_bbox: 0.3468, d0.loss_cls: 0.3695, d0.loss_bbox: 0.4165 d1.loss_cls: 0.4812, d1.loss_bbox: 0.3132 d2.loss_cls: 0.3187, d2.loss_bbox: 0.5399 d3.loss_cls: 0.5827, d3.loss_bbox: 0.5024 d4.loss_cls: 0.4622, d4.loss_bbox: 0.3243, loss: 4.2689, grad_norm: 51.9458
2024-03-24 20:30:07,231 - my_logger - INFO - 2024-03-29 03:51:02,000 - mmdet - INFO - Epoch [44][2350/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3290, loss_bbox: 0.4125, d0.loss_cls: 0.5705, d0.loss_bbox: 0.3272 d1.loss_cls: 0.4652, d1.loss_bbox: 0.4234 d2.loss_cls: 0.5677, d2.loss_bbox: 0.4597 d3.loss_cls: 0.5990, d3.loss_bbox: 0.3543 d4.loss_cls: 0.4823, d4.loss_bbox: 0.3839, loss: 3.7060, grad_norm: 57.7101
2024-03-24 20:30:07,231 - my_logger - INFO - 2024-03-29 03:53:02,000 - mmdet - INFO - Epoch [44][2400/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4296, loss_bbox: 0.5933, d0.loss_cls: 0.3824, d0.loss_bbox: 0.4845 d1.loss_cls: 0.4707, d1.loss_bbox: 0.3711 d2.loss_cls: 0.5925, d2.loss_bbox: 0.4569 d3.loss_cls: 0.3090, d3.loss_bbox: 0.4763 d4.loss_cls: 0.3512, d4.loss_bbox: 0.3797, loss: 3.7880, grad_norm: 51.5198
2024-03-24 20:30:07,232 - my_logger - INFO - 2024-03-29 03:55:02,000 - mmdet - INFO - Epoch [44][2450/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4497, loss_bbox: 0.4304, d0.loss_cls: 0.3244, d0.loss_bbox: 0.5038 d1.loss_cls: 0.5475, d1.loss_bbox: 0.5427 d2.loss_cls: 0.4766, d2.loss_bbox: 0.3098 d3.loss_cls: 0.4981, d3.loss_bbox: 0.4621 d4.loss_cls: 0.5112, d4.loss_bbox: 0.3763, loss: 3.9408, grad_norm: 58.5036
2024-03-24 20:30:07,232 - my_logger - INFO - 2024-03-29 03:57:02,000 - mmdet - INFO - Epoch [44][2500/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5457, loss_bbox: 0.4697, d0.loss_cls: 0.3299, d0.loss_bbox: 0.5248 d1.loss_cls: 0.3557, d1.loss_bbox: 0.3853 d2.loss_cls: 0.5081, d2.loss_bbox: 0.4500 d3.loss_cls: 0.3098, d3.loss_bbox: 0.5079 d4.loss_cls: 0.3402, d4.loss_bbox: 0.5182, loss: 4.4710, grad_norm: 52.7257
2024-03-24 20:30:07,232 - my_logger - INFO - 2024-03-29 03:59:02,000 - mmdet - INFO - Epoch [44][2550/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5184, loss_bbox: 0.3801, d0.loss_cls: 0.4182, d0.loss_bbox: 0.4126 d1.loss_cls: 0.5355, d1.loss_bbox: 0.5443 d2.loss_cls: 0.5812, d2.loss_bbox: 0.5314 d3.loss_cls: 0.4929, d3.loss_bbox: 0.5001 d4.loss_cls: 0.5331, d4.loss_bbox: 0.4115, loss: 3.5083, grad_norm: 55.5852
2024-03-24 20:30:07,233 - my_logger - INFO - 2024-03-29 04:01:02,000 - mmdet - INFO - Epoch [44][2600/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4282, loss_bbox: 0.4081, d0.loss_cls: 0.5031, d0.loss_bbox: 0.4043 d1.loss_cls: 0.5128, d1.loss_bbox: 0.5329 d2.loss_cls: 0.4940, d2.loss_bbox: 0.3652 d3.loss_cls: 0.3655, d3.loss_bbox: 0.4970 d4.loss_cls: 0.4612, d4.loss_bbox: 0.4561, loss: 4.0558, grad_norm: 52.9792
2024-03-24 20:30:07,234 - my_logger - INFO - 2024-03-29 04:03:02,000 - mmdet - INFO - Epoch [44][2650/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2882, loss_bbox: 0.5579, d0.loss_cls: 0.5197, d0.loss_bbox: 0.5510 d1.loss_cls: 0.5002, d1.loss_bbox: 0.4081 d2.loss_cls: 0.3319, d2.loss_bbox: 0.4548 d3.loss_cls: 0.3346, d3.loss_bbox: 0.3594 d4.loss_cls: 0.5735, d4.loss_bbox: 0.5368, loss: 4.2275, grad_norm: 53.6340
2024-03-24 20:30:07,240 - my_logger - INFO - 2024-03-29 04:05:02,000 - mmdet - INFO - Epoch [44][2700/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4900, loss_bbox: 0.3384, d0.loss_cls: 0.5683, d0.loss_bbox: 0.4509 d1.loss_cls: 0.5930, d1.loss_bbox: 0.3157 d2.loss_cls: 0.3297, d2.loss_bbox: 0.3166 d3.loss_cls: 0.5170, d3.loss_bbox: 0.3214 d4.loss_cls: 0.3202, d4.loss_bbox: 0.5616, loss: 3.9588, grad_norm: 54.2708
2024-03-24 20:30:07,240 - my_logger - INFO - 2024-03-29 04:07:02,000 - mmdet - INFO - Epoch [44][2750/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5726, loss_bbox: 0.5070, d0.loss_cls: 0.4563, d0.loss_bbox: 0.5500 d1.loss_cls: 0.5187, d1.loss_bbox: 0.4684 d2.loss_cls: 0.5657, d2.loss_bbox: 0.5454 d3.loss_cls: 0.3494, d3.loss_bbox: 0.3646 d4.loss_cls: 0.4823, d4.loss_bbox: 0.5863, loss: 4.3695, grad_norm: 58.1875
2024-03-24 20:30:07,241 - my_logger - INFO - 2024-03-29 04:09:02,000 - mmdet - INFO - Epoch [44][2800/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5642, loss_bbox: 0.4223, d0.loss_cls: 0.5981, d0.loss_bbox: 0.4751 d1.loss_cls: 0.3379, d1.loss_bbox: 0.5209 d2.loss_cls: 0.5411, d2.loss_bbox: 0.5486 d3.loss_cls: 0.5253, d3.loss_bbox: 0.4837 d4.loss_cls: 0.5839, d4.loss_bbox: 0.4324, loss: 3.8281, grad_norm: 59.1999
2024-03-24 20:30:07,241 - my_logger - INFO - 2024-03-29 04:11:02,000 - mmdet - INFO - Epoch [44][2850/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4469, loss_bbox: 0.4860, d0.loss_cls: 0.3884, d0.loss_bbox: 0.3252 d1.loss_cls: 0.3658, d1.loss_bbox: 0.5853 d2.loss_cls: 0.4309, d2.loss_bbox: 0.4941 d3.loss_cls: 0.4143, d3.loss_bbox: 0.3758 d4.loss_cls: 0.3021, d4.loss_bbox: 0.3227, loss: 3.6939, grad_norm: 53.4353
2024-03-24 20:30:07,241 - my_logger - INFO - 2024-03-29 04:13:02,000 - mmdet - INFO - Epoch [44][2900/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3011, loss_bbox: 0.5706, d0.loss_cls: 0.4001, d0.loss_bbox: 0.4273 d1.loss_cls: 0.4726, d1.loss_bbox: 0.4227 d2.loss_cls: 0.5486, d2.loss_bbox: 0.4806 d3.loss_cls: 0.4075, d3.loss_bbox: 0.5032 d4.loss_cls: 0.5288, d4.loss_bbox: 0.3426, loss: 4.5360, grad_norm: 52.6380
2024-03-24 20:30:07,242 - my_logger - INFO - 2024-03-29 04:15:02,000 - mmdet - INFO - Epoch [44][2950/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3676, loss_bbox: 0.5771, d0.loss_cls: 0.4298, d0.loss_bbox: 0.4598 d1.loss_cls: 0.3206, d1.loss_bbox: 0.3394 d2.loss_cls: 0.3846, d2.loss_bbox: 0.4660 d3.loss_cls: 0.3480, d3.loss_bbox: 0.5316 d4.loss_cls: 0.4973, d4.loss_bbox: 0.5005, loss: 4.3271, grad_norm: 58.6704
2024-03-24 20:30:07,242 - my_logger - INFO - 2024-03-29 04:17:02,000 - mmdet - INFO - Epoch [44][3000/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5651, loss_bbox: 0.5400, d0.loss_cls: 0.3777, d0.loss_bbox: 0.5852 d1.loss_cls: 0.4642, d1.loss_bbox: 0.3851 d2.loss_cls: 0.3868, d2.loss_bbox: 0.4725 d3.loss_cls: 0.5593, d3.loss_bbox: 0.5884 d4.loss_cls: 0.5720, d4.loss_bbox: 0.5366, loss: 3.5925, grad_norm: 57.9282
2024-03-24 20:30:07,243 - my_logger - INFO - 2024-03-29 04:19:02,000 - mmdet - INFO - Epoch [44][3050/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3601, loss_bbox: 0.4960, d0.loss_cls: 0.4646, d0.loss_bbox: 0.4662 d1.loss_cls: 0.3449, d1.loss_bbox: 0.4366 d2.loss_cls: 0.4649, d2.loss_bbox: 0.5705 d3.loss_cls: 0.5199, d3.loss_bbox: 0.5964 d4.loss_cls: 0.5379, d4.loss_bbox: 0.4678, loss: 4.5433, grad_norm: 57.7329
2024-03-24 20:30:07,243 - my_logger - INFO - 2024-03-29 04:21:02,000 - mmdet - INFO - Epoch [44][3100/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5743, loss_bbox: 0.4373, d0.loss_cls: 0.5882, d0.loss_bbox: 0.4145 d1.loss_cls: 0.5864, d1.loss_bbox: 0.5401 d2.loss_cls: 0.3485, d2.loss_bbox: 0.4413 d3.loss_cls: 0.5552, d3.loss_bbox: 0.4640 d4.loss_cls: 0.5685, d4.loss_bbox: 0.5098, loss: 4.7545, grad_norm: 52.5421
2024-03-24 20:30:07,244 - my_logger - INFO - 2024-03-29 04:23:02,000 - mmdet - INFO - Epoch [44][3150/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.5250, d0.loss_cls: 0.3245, d0.loss_bbox: 0.3337 d1.loss_cls: 0.4562, d1.loss_bbox: 0.5481 d2.loss_cls: 0.4539, d2.loss_bbox: 0.3639 d3.loss_cls: 0.3851, d3.loss_bbox: 0.4161 d4.loss_cls: 0.4740, d4.loss_bbox: 0.5847, loss: 4.1974, grad_norm: 55.8383
2024-03-24 20:30:07,244 - my_logger - INFO - 2024-03-29 04:25:02,000 - mmdet - INFO - Epoch [44][3200/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3602, loss_bbox: 0.5747, d0.loss_cls: 0.4753, d0.loss_bbox: 0.3189 d1.loss_cls: 0.5484, d1.loss_bbox: 0.5777 d2.loss_cls: 0.5587, d2.loss_bbox: 0.5681 d3.loss_cls: 0.3842, d3.loss_bbox: 0.5592 d4.loss_cls: 0.4099, d4.loss_bbox: 0.3152, loss: 3.6861, grad_norm: 57.8191
2024-03-24 20:30:07,244 - my_logger - INFO - 2024-03-29 04:27:02,000 - mmdet - INFO - Epoch [44][3250/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5947, loss_bbox: 0.4071, d0.loss_cls: 0.4488, d0.loss_bbox: 0.4044 d1.loss_cls: 0.5473, d1.loss_bbox: 0.5319 d2.loss_cls: 0.3118, d2.loss_bbox: 0.5938 d3.loss_cls: 0.3019, d3.loss_bbox: 0.5535 d4.loss_cls: 0.3621, d4.loss_bbox: 0.3405, loss: 4.2608, grad_norm: 55.4236
2024-03-24 20:30:07,245 - my_logger - INFO - 2024-03-29 04:29:02,000 - mmdet - INFO - Epoch [44][3300/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5782, loss_bbox: 0.5483, d0.loss_cls: 0.4641, d0.loss_bbox: 0.5285 d1.loss_cls: 0.3075, d1.loss_bbox: 0.4657 d2.loss_cls: 0.3438, d2.loss_bbox: 0.4424 d3.loss_cls: 0.5166, d3.loss_bbox: 0.5638 d4.loss_cls: 0.5183, d4.loss_bbox: 0.3681, loss: 4.3463, grad_norm: 59.0202
2024-03-24 20:30:07,245 - my_logger - INFO - 2024-03-29 04:31:02,000 - mmdet - INFO - Epoch [44][3350/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3037, loss_bbox: 0.4341, d0.loss_cls: 0.4645, d0.loss_bbox: 0.3910 d1.loss_cls: 0.4297, d1.loss_bbox: 0.5260 d2.loss_cls: 0.3399, d2.loss_bbox: 0.3862 d3.loss_cls: 0.4260, d3.loss_bbox: 0.3405 d4.loss_cls: 0.5404, d4.loss_bbox: 0.3949, loss: 4.5984, grad_norm: 57.0448
2024-03-24 20:30:07,246 - my_logger - INFO - 2024-03-29 04:33:02,000 - mmdet - INFO - Epoch [44][3400/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3507, loss_bbox: 0.4679, d0.loss_cls: 0.4798, d0.loss_bbox: 0.4988 d1.loss_cls: 0.4837, d1.loss_bbox: 0.3054 d2.loss_cls: 0.5257, d2.loss_bbox: 0.5421 d3.loss_cls: 0.3926, d3.loss_bbox: 0.3730 d4.loss_cls: 0.5496, d4.loss_bbox: 0.4752, loss: 3.8835, grad_norm: 50.3939
2024-03-24 20:30:07,246 - my_logger - INFO - 2024-03-29 04:35:02,000 - mmdet - INFO - Epoch [44][3450/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5062, loss_bbox: 0.3491, d0.loss_cls: 0.3867, d0.loss_bbox: 0.4018 d1.loss_cls: 0.4308, d1.loss_bbox: 0.4590 d2.loss_cls: 0.4622, d2.loss_bbox: 0.4845 d3.loss_cls: 0.4001, d3.loss_bbox: 0.5153 d4.loss_cls: 0.3183, d4.loss_bbox: 0.5238, loss: 4.9614, grad_norm: 59.2834
2024-03-24 20:30:07,246 - my_logger - INFO - 2024-03-29 04:37:02,000 - mmdet - INFO - Epoch [44][3500/3517][Batch size: 50]	lr: 6.177e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2962, loss_bbox: 0.4568, d0.loss_cls: 0.4243, d0.loss_bbox: 0.4713 d1.loss_cls: 0.3783, d1.loss_bbox: 0.5626 d2.loss_cls: 0.5867, d2.loss_bbox: 0.5937 d3.loss_cls: 0.3906, d3.loss_bbox: 0.4859 d4.loss_cls: 0.3936, d4.loss_bbox: 0.5796, loss: 4.8484, grad_norm: 51.2733
2024-03-24 20:30:07,247 - my_logger - INFO - 2024-03-29 04:39:02,000 - mmdet - INFO - Epoch [45][0/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5445, loss_bbox: 0.4831, d0.loss_cls: 0.5522, d0.loss_bbox: 0.3170 d1.loss_cls: 0.4850, d1.loss_bbox: 0.4032 d2.loss_cls: 0.5931, d2.loss_bbox: 0.3565 d3.loss_cls: 0.3736, d3.loss_bbox: 0.5442 d4.loss_cls: 0.5589, d4.loss_bbox: 0.5173, loss: 4.1964, grad_norm: 58.1248
2024-03-24 20:30:07,247 - my_logger - INFO - 2024-03-29 04:41:02,000 - mmdet - INFO - Epoch [45][50/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5632, loss_bbox: 0.4663, d0.loss_cls: 0.4177, d0.loss_bbox: 0.4761 d1.loss_cls: 0.3635, d1.loss_bbox: 0.5101 d2.loss_cls: 0.4728, d2.loss_bbox: 0.5023 d3.loss_cls: 0.3201, d3.loss_bbox: 0.3893 d4.loss_cls: 0.5809, d4.loss_bbox: 0.3056, loss: 4.7369, grad_norm: 58.7044
2024-03-24 20:30:07,247 - my_logger - INFO - 2024-03-29 04:43:02,000 - mmdet - INFO - Epoch [45][100/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5667, loss_bbox: 0.3990, d0.loss_cls: 0.5269, d0.loss_bbox: 0.4743 d1.loss_cls: 0.4694, d1.loss_bbox: 0.4068 d2.loss_cls: 0.3789, d2.loss_bbox: 0.5676 d3.loss_cls: 0.5076, d3.loss_bbox: 0.5937 d4.loss_cls: 0.4483, d4.loss_bbox: 0.5820, loss: 3.7811, grad_norm: 56.3047
2024-03-24 20:30:07,248 - my_logger - INFO - 2024-03-29 04:45:02,000 - mmdet - INFO - Epoch [45][150/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2644, loss_bbox: 0.3360, d0.loss_cls: 0.4071, d0.loss_bbox: 0.5823 d1.loss_cls: 0.4179, d1.loss_bbox: 0.5042 d2.loss_cls: 0.4516, d2.loss_bbox: 0.5791 d3.loss_cls: 0.3633, d3.loss_bbox: 0.3609 d4.loss_cls: 0.4859, d4.loss_bbox: 0.4854, loss: 3.5923, grad_norm: 51.7865
2024-03-24 20:30:07,248 - my_logger - INFO - 2024-03-29 04:47:02,000 - mmdet - INFO - Epoch [45][200/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5677, loss_bbox: 0.4010, d0.loss_cls: 0.3765, d0.loss_bbox: 0.5560 d1.loss_cls: 0.3189, d1.loss_bbox: 0.4411 d2.loss_cls: 0.5207, d2.loss_bbox: 0.5772 d3.loss_cls: 0.3277, d3.loss_bbox: 0.5137 d4.loss_cls: 0.3050, d4.loss_bbox: 0.4071, loss: 4.9448, grad_norm: 54.5699
2024-03-24 20:30:07,248 - my_logger - INFO - 2024-03-29 04:49:02,000 - mmdet - INFO - Epoch [45][250/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5852, loss_bbox: 0.3528, d0.loss_cls: 0.5617, d0.loss_bbox: 0.3925 d1.loss_cls: 0.5625, d1.loss_bbox: 0.5050 d2.loss_cls: 0.3185, d2.loss_bbox: 0.4826 d3.loss_cls: 0.4450, d3.loss_bbox: 0.5697 d4.loss_cls: 0.4499, d4.loss_bbox: 0.4689, loss: 3.9192, grad_norm: 57.3650
2024-03-24 20:30:07,249 - my_logger - INFO - 2024-03-29 04:51:02,000 - mmdet - INFO - Epoch [45][300/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3348, loss_bbox: 0.5405, d0.loss_cls: 0.5424, d0.loss_bbox: 0.4201 d1.loss_cls: 0.5883, d1.loss_bbox: 0.5154 d2.loss_cls: 0.5903, d2.loss_bbox: 0.3487 d3.loss_cls: 0.3019, d3.loss_bbox: 0.5926 d4.loss_cls: 0.3703, d4.loss_bbox: 0.3551, loss: 3.5845, grad_norm: 57.6533
2024-03-24 20:30:07,249 - my_logger - INFO - 2024-03-29 04:53:02,000 - mmdet - INFO - Epoch [45][350/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5794, loss_bbox: 0.4091, d0.loss_cls: 0.5819, d0.loss_bbox: 0.3408 d1.loss_cls: 0.4854, d1.loss_bbox: 0.5500 d2.loss_cls: 0.4278, d2.loss_bbox: 0.5756 d3.loss_cls: 0.4922, d3.loss_bbox: 0.5875 d4.loss_cls: 0.3165, d4.loss_bbox: 0.3238, loss: 4.1821, grad_norm: 54.8797
2024-03-24 20:30:07,249 - my_logger - INFO - 2024-03-29 04:55:02,000 - mmdet - INFO - Epoch [45][400/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3569, loss_bbox: 0.3977, d0.loss_cls: 0.5685, d0.loss_bbox: 0.3713 d1.loss_cls: 0.5770, d1.loss_bbox: 0.4103 d2.loss_cls: 0.4924, d2.loss_bbox: 0.5871 d3.loss_cls: 0.3207, d3.loss_bbox: 0.5255 d4.loss_cls: 0.4202, d4.loss_bbox: 0.4158, loss: 4.2473, grad_norm: 50.1216
2024-03-24 20:30:07,255 - my_logger - INFO - 2024-03-29 04:57:02,000 - mmdet - INFO - Epoch [45][450/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3110, loss_bbox: 0.5020, d0.loss_cls: 0.3174, d0.loss_bbox: 0.3379 d1.loss_cls: 0.5379, d1.loss_bbox: 0.3938 d2.loss_cls: 0.4818, d2.loss_bbox: 0.3772 d3.loss_cls: 0.4014, d3.loss_bbox: 0.4809 d4.loss_cls: 0.3220, d4.loss_bbox: 0.5077, loss: 3.7705, grad_norm: 56.3231
2024-03-24 20:30:07,256 - my_logger - INFO - 2024-03-29 04:59:02,000 - mmdet - INFO - Epoch [45][500/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3276, loss_bbox: 0.4790, d0.loss_cls: 0.3111, d0.loss_bbox: 0.5588 d1.loss_cls: 0.4567, d1.loss_bbox: 0.5552 d2.loss_cls: 0.4451, d2.loss_bbox: 0.4969 d3.loss_cls: 0.3826, d3.loss_bbox: 0.3137 d4.loss_cls: 0.3643, d4.loss_bbox: 0.5337, loss: 3.5747, grad_norm: 53.8507
2024-03-24 20:30:07,256 - my_logger - INFO - 2024-03-29 05:01:02,000 - mmdet - INFO - Epoch [45][550/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3378, loss_bbox: 0.5523, d0.loss_cls: 0.3372, d0.loss_bbox: 0.5136 d1.loss_cls: 0.4589, d1.loss_bbox: 0.5747 d2.loss_cls: 0.5806, d2.loss_bbox: 0.4682 d3.loss_cls: 0.5087, d3.loss_bbox: 0.3249 d4.loss_cls: 0.5762, d4.loss_bbox: 0.3800, loss: 4.3975, grad_norm: 56.5865
2024-03-24 20:30:07,257 - my_logger - INFO - 2024-03-29 05:03:02,000 - mmdet - INFO - Epoch [45][600/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4984, loss_bbox: 0.4691, d0.loss_cls: 0.4774, d0.loss_bbox: 0.5300 d1.loss_cls: 0.5911, d1.loss_bbox: 0.3534 d2.loss_cls: 0.3394, d2.loss_bbox: 0.3756 d3.loss_cls: 0.3430, d3.loss_bbox: 0.3374 d4.loss_cls: 0.4394, d4.loss_bbox: 0.3460, loss: 3.9192, grad_norm: 58.4373
2024-03-24 20:30:07,257 - my_logger - INFO - 2024-03-29 05:05:02,000 - mmdet - INFO - Epoch [45][650/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3991, loss_bbox: 0.5116, d0.loss_cls: 0.4024, d0.loss_bbox: 0.3118 d1.loss_cls: 0.3445, d1.loss_bbox: 0.4275 d2.loss_cls: 0.4033, d2.loss_bbox: 0.4160 d3.loss_cls: 0.4603, d3.loss_bbox: 0.5982 d4.loss_cls: 0.3450, d4.loss_bbox: 0.5392, loss: 4.9515, grad_norm: 58.2999
2024-03-24 20:30:07,257 - my_logger - INFO - 2024-03-29 05:07:02,000 - mmdet - INFO - Epoch [45][700/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5325, loss_bbox: 0.4836, d0.loss_cls: 0.4301, d0.loss_bbox: 0.4748 d1.loss_cls: 0.3373, d1.loss_bbox: 0.3379 d2.loss_cls: 0.4217, d2.loss_bbox: 0.3316 d3.loss_cls: 0.3920, d3.loss_bbox: 0.5322 d4.loss_cls: 0.5918, d4.loss_bbox: 0.3739, loss: 3.9637, grad_norm: 59.5027
2024-03-24 20:30:07,258 - my_logger - INFO - 2024-03-29 05:09:02,000 - mmdet - INFO - Epoch [45][750/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5069, loss_bbox: 0.3401, d0.loss_cls: 0.5274, d0.loss_bbox: 0.3873 d1.loss_cls: 0.3074, d1.loss_bbox: 0.3301 d2.loss_cls: 0.4197, d2.loss_bbox: 0.3450 d3.loss_cls: 0.4277, d3.loss_bbox: 0.4711 d4.loss_cls: 0.5930, d4.loss_bbox: 0.3226, loss: 3.9596, grad_norm: 52.6269
2024-03-24 20:30:07,258 - my_logger - INFO - 2024-03-29 05:11:02,000 - mmdet - INFO - Epoch [45][800/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3512, loss_bbox: 0.4763, d0.loss_cls: 0.5349, d0.loss_bbox: 0.4333 d1.loss_cls: 0.3669, d1.loss_bbox: 0.3445 d2.loss_cls: 0.5595, d2.loss_bbox: 0.5218 d3.loss_cls: 0.4282, d3.loss_bbox: 0.3777 d4.loss_cls: 0.5652, d4.loss_bbox: 0.5292, loss: 3.5530, grad_norm: 56.6192
2024-03-24 20:30:07,258 - my_logger - INFO - 2024-03-29 05:13:02,000 - mmdet - INFO - Epoch [45][850/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3830, loss_bbox: 0.4877, d0.loss_cls: 0.4878, d0.loss_bbox: 0.3256 d1.loss_cls: 0.3680, d1.loss_bbox: 0.4133 d2.loss_cls: 0.3545, d2.loss_bbox: 0.3301 d3.loss_cls: 0.3261, d3.loss_bbox: 0.5731 d4.loss_cls: 0.5722, d4.loss_bbox: 0.4273, loss: 4.9986, grad_norm: 52.4034
2024-03-24 20:30:07,259 - my_logger - INFO - 2024-03-29 05:15:02,000 - mmdet - INFO - Epoch [45][900/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3358, loss_bbox: 0.5973, d0.loss_cls: 0.5857, d0.loss_bbox: 0.4928 d1.loss_cls: 0.3037, d1.loss_bbox: 0.4687 d2.loss_cls: 0.3183, d2.loss_bbox: 0.5091 d3.loss_cls: 0.3270, d3.loss_bbox: 0.3591 d4.loss_cls: 0.5636, d4.loss_bbox: 0.3665, loss: 3.5396, grad_norm: 52.8525
2024-03-24 20:30:07,259 - my_logger - INFO - 2024-03-29 05:17:02,000 - mmdet - INFO - Epoch [45][950/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3235, loss_bbox: 0.5957, d0.loss_cls: 0.5062, d0.loss_bbox: 0.5698 d1.loss_cls: 0.3591, d1.loss_bbox: 0.3267 d2.loss_cls: 0.3708, d2.loss_bbox: 0.5644 d3.loss_cls: 0.5412, d3.loss_bbox: 0.4473 d4.loss_cls: 0.3013, d4.loss_bbox: 0.4270, loss: 3.9836, grad_norm: 56.6065
2024-03-24 20:30:07,259 - my_logger - INFO - 2024-03-29 05:19:02,000 - mmdet - INFO - Epoch [45][1000/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4660, loss_bbox: 0.3050, d0.loss_cls: 0.5708, d0.loss_bbox: 0.4089 d1.loss_cls: 0.3580, d1.loss_bbox: 0.3690 d2.loss_cls: 0.5646, d2.loss_bbox: 0.3173 d3.loss_cls: 0.3141, d3.loss_bbox: 0.4171 d4.loss_cls: 0.5327, d4.loss_bbox: 0.4579, loss: 4.8689, grad_norm: 52.8519
2024-03-24 20:30:07,260 - my_logger - INFO - 2024-03-29 05:21:02,000 - mmdet - INFO - Epoch [45][1050/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4770, loss_bbox: 0.4331, d0.loss_cls: 0.4372, d0.loss_bbox: 0.5552 d1.loss_cls: 0.5822, d1.loss_bbox: 0.3754 d2.loss_cls: 0.3700, d2.loss_bbox: 0.4046 d3.loss_cls: 0.5567, d3.loss_bbox: 0.3624 d4.loss_cls: 0.5410, d4.loss_bbox: 0.4903, loss: 4.8444, grad_norm: 55.0912
2024-03-24 20:30:07,260 - my_logger - INFO - 2024-03-29 05:23:02,000 - mmdet - INFO - Epoch [45][1100/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5859, loss_bbox: 0.3921, d0.loss_cls: 0.3469, d0.loss_bbox: 0.3716 d1.loss_cls: 0.5962, d1.loss_bbox: 0.4205 d2.loss_cls: 0.4083, d2.loss_bbox: 0.5645 d3.loss_cls: 0.3450, d3.loss_bbox: 0.3581 d4.loss_cls: 0.5444, d4.loss_bbox: 0.4523, loss: 3.7360, grad_norm: 54.1678
2024-03-24 20:30:07,261 - my_logger - INFO - 2024-03-29 05:25:02,000 - mmdet - INFO - Epoch [45][1150/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2548, loss_bbox: 0.3360, d0.loss_cls: 0.3215, d0.loss_bbox: 0.4961 d1.loss_cls: 0.4877, d1.loss_bbox: 0.4731 d2.loss_cls: 0.3337, d2.loss_bbox: 0.5471 d3.loss_cls: 0.5963, d3.loss_bbox: 0.4513 d4.loss_cls: 0.5734, d4.loss_bbox: 0.4042, loss: 4.7372, grad_norm: 54.9854
2024-03-24 20:30:07,261 - my_logger - INFO - 2024-03-29 05:27:02,000 - mmdet - INFO - Epoch [45][1200/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3675, loss_bbox: 0.3352, d0.loss_cls: 0.3792, d0.loss_bbox: 0.3396 d1.loss_cls: 0.3847, d1.loss_bbox: 0.3970 d2.loss_cls: 0.4071, d2.loss_bbox: 0.3347 d3.loss_cls: 0.4294, d3.loss_bbox: 0.4429 d4.loss_cls: 0.4103, d4.loss_bbox: 0.5052, loss: 3.6455, grad_norm: 50.3860
2024-03-24 20:30:07,262 - my_logger - INFO - 2024-03-29 05:29:02,000 - mmdet - INFO - Epoch [45][1250/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3965, loss_bbox: 0.5522, d0.loss_cls: 0.4011, d0.loss_bbox: 0.3962 d1.loss_cls: 0.5500, d1.loss_bbox: 0.5756 d2.loss_cls: 0.3443, d2.loss_bbox: 0.4625 d3.loss_cls: 0.3949, d3.loss_bbox: 0.4213 d4.loss_cls: 0.4808, d4.loss_bbox: 0.4917, loss: 4.0532, grad_norm: 50.8159
2024-03-24 20:30:07,262 - my_logger - INFO - 2024-03-29 05:31:02,000 - mmdet - INFO - Epoch [45][1300/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5130, loss_bbox: 0.4176, d0.loss_cls: 0.3352, d0.loss_bbox: 0.3076 d1.loss_cls: 0.5391, d1.loss_bbox: 0.3555 d2.loss_cls: 0.4946, d2.loss_bbox: 0.3247 d3.loss_cls: 0.5812, d3.loss_bbox: 0.4449 d4.loss_cls: 0.3999, d4.loss_bbox: 0.3523, loss: 3.7603, grad_norm: 53.5632
2024-03-24 20:30:07,262 - my_logger - INFO - 2024-03-29 05:33:02,000 - mmdet - INFO - Epoch [45][1350/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2616, loss_bbox: 0.3216, d0.loss_cls: 0.4498, d0.loss_bbox: 0.4336 d1.loss_cls: 0.3503, d1.loss_bbox: 0.5465 d2.loss_cls: 0.3764, d2.loss_bbox: 0.5303 d3.loss_cls: 0.3016, d3.loss_bbox: 0.4730 d4.loss_cls: 0.5043, d4.loss_bbox: 0.3020, loss: 3.5022, grad_norm: 58.8615
2024-03-24 20:30:07,263 - my_logger - INFO - 2024-03-29 05:35:02,000 - mmdet - INFO - Epoch [45][1400/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4309, loss_bbox: 0.5050, d0.loss_cls: 0.5339, d0.loss_bbox: 0.3943 d1.loss_cls: 0.4372, d1.loss_bbox: 0.5202 d2.loss_cls: 0.3315, d2.loss_bbox: 0.4256 d3.loss_cls: 0.4946, d3.loss_bbox: 0.4079 d4.loss_cls: 0.4290, d4.loss_bbox: 0.5700, loss: 4.1056, grad_norm: 52.6019
2024-03-24 20:30:07,263 - my_logger - INFO - 2024-03-29 05:37:02,000 - mmdet - INFO - Epoch [45][1450/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5191, loss_bbox: 0.3233, d0.loss_cls: 0.5844, d0.loss_bbox: 0.4337 d1.loss_cls: 0.4319, d1.loss_bbox: 0.4131 d2.loss_cls: 0.4211, d2.loss_bbox: 0.3222 d3.loss_cls: 0.4994, d3.loss_bbox: 0.4654 d4.loss_cls: 0.4556, d4.loss_bbox: 0.3894, loss: 3.7409, grad_norm: 56.6117
2024-03-24 20:30:07,263 - my_logger - INFO - 2024-03-29 05:39:02,000 - mmdet - INFO - Epoch [45][1500/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4716, loss_bbox: 0.5837, d0.loss_cls: 0.4333, d0.loss_bbox: 0.3589 d1.loss_cls: 0.5981, d1.loss_bbox: 0.5940 d2.loss_cls: 0.4929, d2.loss_bbox: 0.5300 d3.loss_cls: 0.4182, d3.loss_bbox: 0.5094 d4.loss_cls: 0.5767, d4.loss_bbox: 0.5582, loss: 4.7820, grad_norm: 54.9361
2024-03-24 20:30:07,264 - my_logger - INFO - 2024-03-29 05:41:02,000 - mmdet - INFO - Epoch [45][1550/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3672, loss_bbox: 0.3953, d0.loss_cls: 0.3787, d0.loss_bbox: 0.5826 d1.loss_cls: 0.4267, d1.loss_bbox: 0.3310 d2.loss_cls: 0.3452, d2.loss_bbox: 0.4522 d3.loss_cls: 0.3877, d3.loss_bbox: 0.4960 d4.loss_cls: 0.5144, d4.loss_bbox: 0.4766, loss: 3.6270, grad_norm: 57.1255
2024-03-24 20:30:07,264 - my_logger - INFO - 2024-03-29 05:43:02,000 - mmdet - INFO - Epoch [45][1600/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3704, loss_bbox: 0.4399, d0.loss_cls: 0.3781, d0.loss_bbox: 0.5755 d1.loss_cls: 0.5385, d1.loss_bbox: 0.3036 d2.loss_cls: 0.5332, d2.loss_bbox: 0.4643 d3.loss_cls: 0.4476, d3.loss_bbox: 0.3026 d4.loss_cls: 0.5906, d4.loss_bbox: 0.3725, loss: 4.9090, grad_norm: 55.4623
2024-03-24 20:30:07,265 - my_logger - INFO - 2024-03-29 05:45:02,000 - mmdet - INFO - Epoch [45][1650/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4005, loss_bbox: 0.4088, d0.loss_cls: 0.3997, d0.loss_bbox: 0.4805 d1.loss_cls: 0.5650, d1.loss_bbox: 0.3427 d2.loss_cls: 0.5623, d2.loss_bbox: 0.3201 d3.loss_cls: 0.3162, d3.loss_bbox: 0.3253 d4.loss_cls: 0.5466, d4.loss_bbox: 0.4527, loss: 3.5871, grad_norm: 51.3273
2024-03-24 20:30:07,265 - my_logger - INFO - 2024-03-29 05:47:02,000 - mmdet - INFO - Epoch [45][1700/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5727, loss_bbox: 0.3521, d0.loss_cls: 0.3908, d0.loss_bbox: 0.3700 d1.loss_cls: 0.4772, d1.loss_bbox: 0.5899 d2.loss_cls: 0.3859, d2.loss_bbox: 0.4992 d3.loss_cls: 0.5941, d3.loss_bbox: 0.3945 d4.loss_cls: 0.5927, d4.loss_bbox: 0.3977, loss: 4.7358, grad_norm: 53.2110
2024-03-24 20:30:07,265 - my_logger - INFO - 2024-03-29 05:49:02,000 - mmdet - INFO - Epoch [45][1750/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4765, loss_bbox: 0.3590, d0.loss_cls: 0.4481, d0.loss_bbox: 0.5639 d1.loss_cls: 0.3157, d1.loss_bbox: 0.3176 d2.loss_cls: 0.5959, d2.loss_bbox: 0.3621 d3.loss_cls: 0.4982, d3.loss_bbox: 0.4549 d4.loss_cls: 0.3047, d4.loss_bbox: 0.4593, loss: 3.7312, grad_norm: 50.1591
2024-03-24 20:30:07,266 - my_logger - INFO - 2024-03-29 05:51:02,000 - mmdet - INFO - Epoch [45][1800/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3369, loss_bbox: 0.4153, d0.loss_cls: 0.3192, d0.loss_bbox: 0.3966 d1.loss_cls: 0.3956, d1.loss_bbox: 0.5311 d2.loss_cls: 0.3499, d2.loss_bbox: 0.3446 d3.loss_cls: 0.4076, d3.loss_bbox: 0.3789 d4.loss_cls: 0.3170, d4.loss_bbox: 0.5897, loss: 4.6923, grad_norm: 57.8158
2024-03-24 20:30:07,273 - my_logger - INFO - 2024-03-29 05:53:02,000 - mmdet - INFO - Epoch [45][1850/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5638, loss_bbox: 0.4776, d0.loss_cls: 0.4808, d0.loss_bbox: 0.3626 d1.loss_cls: 0.5163, d1.loss_bbox: 0.4618 d2.loss_cls: 0.3808, d2.loss_bbox: 0.5768 d3.loss_cls: 0.5262, d3.loss_bbox: 0.5584 d4.loss_cls: 0.5202, d4.loss_bbox: 0.5644, loss: 3.6809, grad_norm: 57.6265
2024-03-24 20:30:07,275 - my_logger - INFO - 2024-03-29 05:55:02,000 - mmdet - INFO - Epoch [45][1900/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3664, loss_bbox: 0.3415, d0.loss_cls: 0.4053, d0.loss_bbox: 0.4719 d1.loss_cls: 0.3514, d1.loss_bbox: 0.5867 d2.loss_cls: 0.4995, d2.loss_bbox: 0.5779 d3.loss_cls: 0.5823, d3.loss_bbox: 0.5792 d4.loss_cls: 0.4015, d4.loss_bbox: 0.3120, loss: 3.6802, grad_norm: 59.5444
2024-03-24 20:30:07,275 - my_logger - INFO - 2024-03-29 05:57:02,000 - mmdet - INFO - Epoch [45][1950/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5095, loss_bbox: 0.3374, d0.loss_cls: 0.5119, d0.loss_bbox: 0.4050 d1.loss_cls: 0.4106, d1.loss_bbox: 0.5077 d2.loss_cls: 0.3730, d2.loss_bbox: 0.4697 d3.loss_cls: 0.5145, d3.loss_bbox: 0.5232 d4.loss_cls: 0.4485, d4.loss_bbox: 0.3145, loss: 3.9247, grad_norm: 58.2477
2024-03-24 20:30:07,276 - my_logger - INFO - 2024-03-29 05:59:02,000 - mmdet - INFO - Epoch [45][2000/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5309, loss_bbox: 0.5647, d0.loss_cls: 0.5003, d0.loss_bbox: 0.3301 d1.loss_cls: 0.4411, d1.loss_bbox: 0.4033 d2.loss_cls: 0.5016, d2.loss_bbox: 0.4456 d3.loss_cls: 0.5495, d3.loss_bbox: 0.4461 d4.loss_cls: 0.3643, d4.loss_bbox: 0.5935, loss: 4.1845, grad_norm: 51.7290
2024-03-24 20:30:07,276 - my_logger - INFO - 2024-03-29 06:01:02,000 - mmdet - INFO - Epoch [45][2050/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3780, loss_bbox: 0.4716, d0.loss_cls: 0.5133, d0.loss_bbox: 0.5203 d1.loss_cls: 0.5590, d1.loss_bbox: 0.4836 d2.loss_cls: 0.5994, d2.loss_bbox: 0.3298 d3.loss_cls: 0.3880, d3.loss_bbox: 0.4235 d4.loss_cls: 0.4387, d4.loss_bbox: 0.4674, loss: 3.5917, grad_norm: 58.8271
2024-03-24 20:30:07,277 - my_logger - INFO - 2024-03-29 06:03:02,000 - mmdet - INFO - Epoch [45][2100/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5701, loss_bbox: 0.5760, d0.loss_cls: 0.4038, d0.loss_bbox: 0.4274 d1.loss_cls: 0.3803, d1.loss_bbox: 0.5979 d2.loss_cls: 0.5298, d2.loss_bbox: 0.3516 d3.loss_cls: 0.5372, d3.loss_bbox: 0.4498 d4.loss_cls: 0.5491, d4.loss_bbox: 0.5706, loss: 3.7659, grad_norm: 57.6468
2024-03-24 20:30:07,277 - my_logger - INFO - 2024-03-29 06:05:02,000 - mmdet - INFO - Epoch [45][2150/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5384, loss_bbox: 0.5843, d0.loss_cls: 0.5716, d0.loss_bbox: 0.3881 d1.loss_cls: 0.5701, d1.loss_bbox: 0.3430 d2.loss_cls: 0.4831, d2.loss_bbox: 0.3353 d3.loss_cls: 0.3917, d3.loss_bbox: 0.4371 d4.loss_cls: 0.5752, d4.loss_bbox: 0.4608, loss: 4.8763, grad_norm: 57.9160
2024-03-24 20:30:07,277 - my_logger - INFO - 2024-03-29 06:07:02,000 - mmdet - INFO - Epoch [45][2200/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5636, loss_bbox: 0.5058, d0.loss_cls: 0.4798, d0.loss_bbox: 0.3463 d1.loss_cls: 0.5302, d1.loss_bbox: 0.5961 d2.loss_cls: 0.3479, d2.loss_bbox: 0.5524 d3.loss_cls: 0.4555, d3.loss_bbox: 0.5930 d4.loss_cls: 0.4201, d4.loss_bbox: 0.5305, loss: 4.0223, grad_norm: 55.3336
2024-03-24 20:30:07,278 - my_logger - INFO - 2024-03-29 06:09:02,000 - mmdet - INFO - Epoch [45][2250/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3437, loss_bbox: 0.5494, d0.loss_cls: 0.3872, d0.loss_bbox: 0.4974 d1.loss_cls: 0.5465, d1.loss_bbox: 0.3190 d2.loss_cls: 0.5604, d2.loss_bbox: 0.5504 d3.loss_cls: 0.4983, d3.loss_bbox: 0.3645 d4.loss_cls: 0.3672, d4.loss_bbox: 0.3994, loss: 4.8536, grad_norm: 51.3914
2024-03-24 20:30:07,278 - my_logger - INFO - 2024-03-29 06:11:02,000 - mmdet - INFO - Epoch [45][2300/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4910, loss_bbox: 0.5120, d0.loss_cls: 0.5730, d0.loss_bbox: 0.5329 d1.loss_cls: 0.3857, d1.loss_bbox: 0.5730 d2.loss_cls: 0.4138, d2.loss_bbox: 0.3867 d3.loss_cls: 0.5538, d3.loss_bbox: 0.4078 d4.loss_cls: 0.3958, d4.loss_bbox: 0.3124, loss: 3.6400, grad_norm: 55.8511
2024-03-24 20:30:07,279 - my_logger - INFO - 2024-03-29 06:13:02,000 - mmdet - INFO - Epoch [45][2350/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4727, loss_bbox: 0.3796, d0.loss_cls: 0.4014, d0.loss_bbox: 0.4352 d1.loss_cls: 0.3673, d1.loss_bbox: 0.5775 d2.loss_cls: 0.4744, d2.loss_bbox: 0.5325 d3.loss_cls: 0.5675, d3.loss_bbox: 0.5155 d4.loss_cls: 0.3390, d4.loss_bbox: 0.5585, loss: 3.6160, grad_norm: 56.7884
2024-03-24 20:30:07,279 - my_logger - INFO - 2024-03-29 06:15:02,000 - mmdet - INFO - Epoch [45][2400/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5551, loss_bbox: 0.3043, d0.loss_cls: 0.5517, d0.loss_bbox: 0.3863 d1.loss_cls: 0.4647, d1.loss_bbox: 0.5902 d2.loss_cls: 0.4318, d2.loss_bbox: 0.4881 d3.loss_cls: 0.5706, d3.loss_bbox: 0.5567 d4.loss_cls: 0.5903, d4.loss_bbox: 0.3926, loss: 3.9306, grad_norm: 54.9611
2024-03-24 20:30:07,279 - my_logger - INFO - 2024-03-29 06:17:02,000 - mmdet - INFO - Epoch [45][2450/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4508, loss_bbox: 0.5128, d0.loss_cls: 0.5038, d0.loss_bbox: 0.4398 d1.loss_cls: 0.4131, d1.loss_bbox: 0.3929 d2.loss_cls: 0.5113, d2.loss_bbox: 0.4497 d3.loss_cls: 0.4831, d3.loss_bbox: 0.5652 d4.loss_cls: 0.5986, d4.loss_bbox: 0.4462, loss: 4.1378, grad_norm: 57.3143
2024-03-24 20:30:07,280 - my_logger - INFO - 2024-03-29 06:19:02,000 - mmdet - INFO - Epoch [45][2500/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4311, loss_bbox: 0.3507, d0.loss_cls: 0.3789, d0.loss_bbox: 0.5816 d1.loss_cls: 0.5397, d1.loss_bbox: 0.3131 d2.loss_cls: 0.4466, d2.loss_bbox: 0.3491 d3.loss_cls: 0.3206, d3.loss_bbox: 0.3290 d4.loss_cls: 0.4411, d4.loss_bbox: 0.3230, loss: 4.0757, grad_norm: 54.4743
2024-03-24 20:30:07,280 - my_logger - INFO - 2024-03-29 06:21:02,000 - mmdet - INFO - Epoch [45][2550/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3507, loss_bbox: 0.3966, d0.loss_cls: 0.3718, d0.loss_bbox: 0.5727 d1.loss_cls: 0.3500, d1.loss_bbox: 0.3147 d2.loss_cls: 0.5950, d2.loss_bbox: 0.5016 d3.loss_cls: 0.3694, d3.loss_bbox: 0.3421 d4.loss_cls: 0.3487, d4.loss_bbox: 0.4571, loss: 4.9877, grad_norm: 55.7695
2024-03-24 20:30:07,281 - my_logger - INFO - 2024-03-29 06:23:02,000 - mmdet - INFO - Epoch [45][2600/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5388, loss_bbox: 0.3843, d0.loss_cls: 0.5755, d0.loss_bbox: 0.3429 d1.loss_cls: 0.4924, d1.loss_bbox: 0.4048 d2.loss_cls: 0.5342, d2.loss_bbox: 0.4985 d3.loss_cls: 0.5231, d3.loss_bbox: 0.3723 d4.loss_cls: 0.5408, d4.loss_bbox: 0.5755, loss: 4.3706, grad_norm: 59.7661
2024-03-24 20:30:07,281 - my_logger - INFO - 2024-03-29 06:25:02,000 - mmdet - INFO - Epoch [45][2650/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3765, loss_bbox: 0.4622, d0.loss_cls: 0.5264, d0.loss_bbox: 0.5749 d1.loss_cls: 0.4346, d1.loss_bbox: 0.5997 d2.loss_cls: 0.3706, d2.loss_bbox: 0.4455 d3.loss_cls: 0.3181, d3.loss_bbox: 0.5204 d4.loss_cls: 0.4027, d4.loss_bbox: 0.5341, loss: 3.8865, grad_norm: 52.4512
2024-03-24 20:30:07,281 - my_logger - INFO - 2024-03-29 06:27:02,000 - mmdet - INFO - Epoch [45][2700/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3083, loss_bbox: 0.5019, d0.loss_cls: 0.3266, d0.loss_bbox: 0.5915 d1.loss_cls: 0.5230, d1.loss_bbox: 0.4728 d2.loss_cls: 0.5166, d2.loss_bbox: 0.4254 d3.loss_cls: 0.5095, d3.loss_bbox: 0.3177 d4.loss_cls: 0.5057, d4.loss_bbox: 0.3265, loss: 3.9658, grad_norm: 52.7947
2024-03-24 20:30:07,282 - my_logger - INFO - 2024-03-29 06:29:02,000 - mmdet - INFO - Epoch [45][2750/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5983, loss_bbox: 0.4373, d0.loss_cls: 0.3682, d0.loss_bbox: 0.3851 d1.loss_cls: 0.5619, d1.loss_bbox: 0.4025 d2.loss_cls: 0.3027, d2.loss_bbox: 0.5137 d3.loss_cls: 0.3688, d3.loss_bbox: 0.4411 d4.loss_cls: 0.5808, d4.loss_bbox: 0.3465, loss: 4.2737, grad_norm: 56.1340
2024-03-24 20:30:07,288 - my_logger - INFO - 2024-03-29 06:31:02,000 - mmdet - INFO - Epoch [45][2800/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5286, loss_bbox: 0.3815, d0.loss_cls: 0.3169, d0.loss_bbox: 0.4852 d1.loss_cls: 0.4507, d1.loss_bbox: 0.5103 d2.loss_cls: 0.3145, d2.loss_bbox: 0.3014 d3.loss_cls: 0.4225, d3.loss_bbox: 0.3841 d4.loss_cls: 0.5072, d4.loss_bbox: 0.3708, loss: 4.0075, grad_norm: 57.1059
2024-03-24 20:30:07,288 - my_logger - INFO - 2024-03-29 06:33:02,000 - mmdet - INFO - Epoch [45][2850/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5404, loss_bbox: 0.5642, d0.loss_cls: 0.3169, d0.loss_bbox: 0.4331 d1.loss_cls: 0.3552, d1.loss_bbox: 0.4438 d2.loss_cls: 0.3929, d2.loss_bbox: 0.3144 d3.loss_cls: 0.4151, d3.loss_bbox: 0.3429 d4.loss_cls: 0.5050, d4.loss_bbox: 0.5922, loss: 4.6342, grad_norm: 57.2924
2024-03-24 20:30:07,289 - my_logger - INFO - 2024-03-29 06:35:02,000 - mmdet - INFO - Epoch [45][2900/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5815, loss_bbox: 0.3251, d0.loss_cls: 0.5295, d0.loss_bbox: 0.4736 d1.loss_cls: 0.5584, d1.loss_bbox: 0.4212 d2.loss_cls: 0.3864, d2.loss_bbox: 0.5661 d3.loss_cls: 0.3511, d3.loss_bbox: 0.4228 d4.loss_cls: 0.4124, d4.loss_bbox: 0.5748, loss: 4.8344, grad_norm: 57.6604
2024-03-24 20:30:07,289 - my_logger - INFO - 2024-03-29 06:37:02,000 - mmdet - INFO - Epoch [45][2950/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4642, loss_bbox: 0.4618, d0.loss_cls: 0.5182, d0.loss_bbox: 0.4932 d1.loss_cls: 0.3631, d1.loss_bbox: 0.3388 d2.loss_cls: 0.3780, d2.loss_bbox: 0.5839 d3.loss_cls: 0.4565, d3.loss_bbox: 0.4901 d4.loss_cls: 0.3652, d4.loss_bbox: 0.5165, loss: 4.7913, grad_norm: 51.8865
2024-03-24 20:30:07,289 - my_logger - INFO - 2024-03-29 06:39:02,000 - mmdet - INFO - Epoch [45][3000/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2651, loss_bbox: 0.5749, d0.loss_cls: 0.5700, d0.loss_bbox: 0.3605 d1.loss_cls: 0.5950, d1.loss_bbox: 0.3089 d2.loss_cls: 0.3262, d2.loss_bbox: 0.4238 d3.loss_cls: 0.4581, d3.loss_bbox: 0.3315 d4.loss_cls: 0.3917, d4.loss_bbox: 0.5841, loss: 4.5786, grad_norm: 56.2088
2024-03-24 20:30:07,290 - my_logger - INFO - 2024-03-29 06:41:02,000 - mmdet - INFO - Epoch [45][3050/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4380, loss_bbox: 0.5465, d0.loss_cls: 0.3214, d0.loss_bbox: 0.5374 d1.loss_cls: 0.4156, d1.loss_bbox: 0.3711 d2.loss_cls: 0.3388, d2.loss_bbox: 0.4630 d3.loss_cls: 0.5366, d3.loss_bbox: 0.3378 d4.loss_cls: 0.5259, d4.loss_bbox: 0.4024, loss: 4.5362, grad_norm: 56.6210
2024-03-24 20:30:07,290 - my_logger - INFO - 2024-03-29 06:43:02,000 - mmdet - INFO - Epoch [45][3100/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5650, loss_bbox: 0.5222, d0.loss_cls: 0.5493, d0.loss_bbox: 0.4895 d1.loss_cls: 0.3813, d1.loss_bbox: 0.4216 d2.loss_cls: 0.5776, d2.loss_bbox: 0.4633 d3.loss_cls: 0.5153, d3.loss_bbox: 0.3120 d4.loss_cls: 0.3535, d4.loss_bbox: 0.5774, loss: 4.6658, grad_norm: 51.0544
2024-03-24 20:30:07,291 - my_logger - INFO - 2024-03-29 06:45:02,000 - mmdet - INFO - Epoch [45][3150/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3155, loss_bbox: 0.4483, d0.loss_cls: 0.4270, d0.loss_bbox: 0.4230 d1.loss_cls: 0.4084, d1.loss_bbox: 0.5075 d2.loss_cls: 0.5045, d2.loss_bbox: 0.4267 d3.loss_cls: 0.5937, d3.loss_bbox: 0.4687 d4.loss_cls: 0.3822, d4.loss_bbox: 0.5145, loss: 4.6247, grad_norm: 58.6609
2024-03-24 20:30:07,291 - my_logger - INFO - 2024-03-29 06:47:02,000 - mmdet - INFO - Epoch [45][3200/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3882, loss_bbox: 0.5102, d0.loss_cls: 0.4455, d0.loss_bbox: 0.3175 d1.loss_cls: 0.5360, d1.loss_bbox: 0.4707 d2.loss_cls: 0.4871, d2.loss_bbox: 0.3313 d3.loss_cls: 0.3708, d3.loss_bbox: 0.4470 d4.loss_cls: 0.4769, d4.loss_bbox: 0.3130, loss: 3.5613, grad_norm: 55.2715
2024-03-24 20:30:07,291 - my_logger - INFO - 2024-03-29 06:49:02,000 - mmdet - INFO - Epoch [45][3250/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4196, loss_bbox: 0.3477, d0.loss_cls: 0.3574, d0.loss_bbox: 0.4836 d1.loss_cls: 0.5589, d1.loss_bbox: 0.4770 d2.loss_cls: 0.5655, d2.loss_bbox: 0.3701 d3.loss_cls: 0.5711, d3.loss_bbox: 0.5911 d4.loss_cls: 0.5500, d4.loss_bbox: 0.5439, loss: 4.8999, grad_norm: 59.8269
2024-03-24 20:30:07,292 - my_logger - INFO - 2024-03-29 06:51:02,000 - mmdet - INFO - Epoch [45][3300/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5641, loss_bbox: 0.3809, d0.loss_cls: 0.3642, d0.loss_bbox: 0.3534 d1.loss_cls: 0.4881, d1.loss_bbox: 0.5243 d2.loss_cls: 0.5782, d2.loss_bbox: 0.3625 d3.loss_cls: 0.5242, d3.loss_bbox: 0.4631 d4.loss_cls: 0.4681, d4.loss_bbox: 0.3499, loss: 4.2961, grad_norm: 54.8346
2024-03-24 20:30:07,292 - my_logger - INFO - 2024-03-29 06:53:02,000 - mmdet - INFO - Epoch [45][3350/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3003, loss_bbox: 0.3346, d0.loss_cls: 0.3440, d0.loss_bbox: 0.5445 d1.loss_cls: 0.3496, d1.loss_bbox: 0.4425 d2.loss_cls: 0.4174, d2.loss_bbox: 0.4404 d3.loss_cls: 0.5679, d3.loss_bbox: 0.5566 d4.loss_cls: 0.5941, d4.loss_bbox: 0.3874, loss: 4.4084, grad_norm: 51.2637
2024-03-24 20:30:07,293 - my_logger - INFO - 2024-03-29 06:55:02,000 - mmdet - INFO - Epoch [45][3400/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2525, loss_bbox: 0.4169, d0.loss_cls: 0.3614, d0.loss_bbox: 0.4894 d1.loss_cls: 0.3541, d1.loss_bbox: 0.3533 d2.loss_cls: 0.4794, d2.loss_bbox: 0.5213 d3.loss_cls: 0.5755, d3.loss_bbox: 0.5256 d4.loss_cls: 0.4591, d4.loss_bbox: 0.5228, loss: 4.0363, grad_norm: 53.0666
2024-03-24 20:30:07,293 - my_logger - INFO - 2024-03-29 06:57:02,000 - mmdet - INFO - Epoch [45][3450/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5203, loss_bbox: 0.3396, d0.loss_cls: 0.4928, d0.loss_bbox: 0.3450 d1.loss_cls: 0.3493, d1.loss_bbox: 0.4306 d2.loss_cls: 0.5760, d2.loss_bbox: 0.3478 d3.loss_cls: 0.4705, d3.loss_bbox: 0.4042 d4.loss_cls: 0.3955, d4.loss_bbox: 0.5578, loss: 3.7987, grad_norm: 54.8813
2024-03-24 20:30:07,294 - my_logger - INFO - 2024-03-29 06:59:02,000 - mmdet - INFO - Epoch [45][3500/3517][Batch size: 50]	lr: 5.868e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3565, loss_bbox: 0.5094, d0.loss_cls: 0.4083, d0.loss_bbox: 0.4530 d1.loss_cls: 0.3054, d1.loss_bbox: 0.3211 d2.loss_cls: 0.5503, d2.loss_bbox: 0.4957 d3.loss_cls: 0.3847, d3.loss_bbox: 0.3887 d4.loss_cls: 0.3068, d4.loss_bbox: 0.4634, loss: 4.9397, grad_norm: 51.8481
2024-03-24 20:30:07,294 - my_logger - INFO - Saving checkpoint at 45 epochs
2024-03-24 20:30:07,294 - my_logger - INFO - Metric NDS: 53.7254
2024-03-24 20:30:07,294 - my_logger - INFO - Metric mAP: 37.7761
2024-03-24 20:30:07,295 - my_logger - INFO - Metric mATE: 0.7887
2024-03-24 20:30:07,295 - my_logger - INFO - Metric mASE: 0.3812
2024-03-24 20:30:07,295 - my_logger - INFO - Metric mAOE: 0.4152
2024-03-24 20:30:07,295 - my_logger - INFO - Metric mAVE: 0.3002
2024-03-24 20:30:07,295 - my_logger - INFO - Metric mAAE: 0.2685
2024-03-24 20:30:07,296 - my_logger - INFO - 2024-03-29 07:01:02,000 - mmdet - INFO - Epoch [46][0/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4408, loss_bbox: 0.4465, d0.loss_cls: 0.3552, d0.loss_bbox: 0.3161 d1.loss_cls: 0.5794, d1.loss_bbox: 0.3506 d2.loss_cls: 0.3455, d2.loss_bbox: 0.5506 d3.loss_cls: 0.3711, d3.loss_bbox: 0.4594 d4.loss_cls: 0.4214, d4.loss_bbox: 0.3833, loss: 4.4555, grad_norm: 52.7869
2024-03-24 20:30:07,296 - my_logger - INFO - 2024-03-29 07:03:02,000 - mmdet - INFO - Epoch [46][50/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2880, loss_bbox: 0.5308, d0.loss_cls: 0.4606, d0.loss_bbox: 0.3378 d1.loss_cls: 0.5768, d1.loss_bbox: 0.3322 d2.loss_cls: 0.4936, d2.loss_bbox: 0.4559 d3.loss_cls: 0.4859, d3.loss_bbox: 0.5177 d4.loss_cls: 0.3276, d4.loss_bbox: 0.3507, loss: 3.7251, grad_norm: 56.2654
2024-03-24 20:30:07,296 - my_logger - INFO - 2024-03-29 07:05:02,000 - mmdet - INFO - Epoch [46][100/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3451, loss_bbox: 0.3060, d0.loss_cls: 0.4494, d0.loss_bbox: 0.4465 d1.loss_cls: 0.4254, d1.loss_bbox: 0.4340 d2.loss_cls: 0.4490, d2.loss_bbox: 0.5570 d3.loss_cls: 0.4264, d3.loss_bbox: 0.5505 d4.loss_cls: 0.3285, d4.loss_bbox: 0.3200, loss: 3.6269, grad_norm: 52.5651
2024-03-24 20:30:07,297 - my_logger - INFO - 2024-03-29 07:07:02,000 - mmdet - INFO - Epoch [46][150/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4493, loss_bbox: 0.5166, d0.loss_cls: 0.4062, d0.loss_bbox: 0.4461 d1.loss_cls: 0.3701, d1.loss_bbox: 0.4977 d2.loss_cls: 0.4428, d2.loss_bbox: 0.4571 d3.loss_cls: 0.5185, d3.loss_bbox: 0.5480 d4.loss_cls: 0.5780, d4.loss_bbox: 0.4426, loss: 4.1838, grad_norm: 52.2082
2024-03-24 20:30:07,297 - my_logger - INFO - 2024-03-29 07:09:02,000 - mmdet - INFO - Epoch [46][200/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5749, loss_bbox: 0.4413, d0.loss_cls: 0.5108, d0.loss_bbox: 0.4747 d1.loss_cls: 0.3052, d1.loss_bbox: 0.5602 d2.loss_cls: 0.4150, d2.loss_bbox: 0.4841 d3.loss_cls: 0.5933, d3.loss_bbox: 0.3155 d4.loss_cls: 0.4864, d4.loss_bbox: 0.4501, loss: 4.0381, grad_norm: 51.7355
2024-03-24 20:30:07,297 - my_logger - INFO - 2024-03-29 07:11:02,000 - mmdet - INFO - Epoch [46][250/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4656, loss_bbox: 0.5331, d0.loss_cls: 0.4782, d0.loss_bbox: 0.3645 d1.loss_cls: 0.4676, d1.loss_bbox: 0.4837 d2.loss_cls: 0.4223, d2.loss_bbox: 0.4509 d3.loss_cls: 0.5901, d3.loss_bbox: 0.4491 d4.loss_cls: 0.4050, d4.loss_bbox: 0.5024, loss: 4.2695, grad_norm: 58.2257
2024-03-24 20:30:07,298 - my_logger - INFO - 2024-03-29 07:13:02,000 - mmdet - INFO - Epoch [46][300/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4112, loss_bbox: 0.4915, d0.loss_cls: 0.4908, d0.loss_bbox: 0.5620 d1.loss_cls: 0.3613, d1.loss_bbox: 0.5810 d2.loss_cls: 0.3811, d2.loss_bbox: 0.3505 d3.loss_cls: 0.5879, d3.loss_bbox: 0.5077 d4.loss_cls: 0.4709, d4.loss_bbox: 0.4633, loss: 4.4246, grad_norm: 53.6180
2024-03-24 20:30:07,303 - my_logger - INFO - 2024-03-29 07:15:02,000 - mmdet - INFO - Epoch [46][350/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2935, loss_bbox: 0.5820, d0.loss_cls: 0.4817, d0.loss_bbox: 0.3627 d1.loss_cls: 0.5942, d1.loss_bbox: 0.4997 d2.loss_cls: 0.3426, d2.loss_bbox: 0.5901 d3.loss_cls: 0.5602, d3.loss_bbox: 0.3580 d4.loss_cls: 0.4951, d4.loss_bbox: 0.4050, loss: 4.0220, grad_norm: 56.0667
2024-03-24 20:30:07,304 - my_logger - INFO - 2024-03-29 07:17:02,000 - mmdet - INFO - Epoch [46][400/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2907, loss_bbox: 0.4422, d0.loss_cls: 0.3036, d0.loss_bbox: 0.5864 d1.loss_cls: 0.4551, d1.loss_bbox: 0.5229 d2.loss_cls: 0.3186, d2.loss_bbox: 0.4175 d3.loss_cls: 0.3490, d3.loss_bbox: 0.5561 d4.loss_cls: 0.4945, d4.loss_bbox: 0.5969, loss: 4.2859, grad_norm: 56.9074
2024-03-24 20:30:07,304 - my_logger - INFO - 2024-03-29 07:19:02,000 - mmdet - INFO - Epoch [46][450/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3429, loss_bbox: 0.5104, d0.loss_cls: 0.3188, d0.loss_bbox: 0.3045 d1.loss_cls: 0.3971, d1.loss_bbox: 0.3569 d2.loss_cls: 0.4614, d2.loss_bbox: 0.3022 d3.loss_cls: 0.5167, d3.loss_bbox: 0.4626 d4.loss_cls: 0.4381, d4.loss_bbox: 0.5796, loss: 3.8971, grad_norm: 58.9703
2024-03-24 20:30:07,305 - my_logger - INFO - 2024-03-29 07:21:02,000 - mmdet - INFO - Epoch [46][500/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4588, loss_bbox: 0.4607, d0.loss_cls: 0.3281, d0.loss_bbox: 0.3726 d1.loss_cls: 0.5807, d1.loss_bbox: 0.4408 d2.loss_cls: 0.5612, d2.loss_bbox: 0.5371 d3.loss_cls: 0.4256, d3.loss_bbox: 0.5548 d4.loss_cls: 0.5530, d4.loss_bbox: 0.5033, loss: 4.8359, grad_norm: 56.9773
2024-03-24 20:30:07,305 - my_logger - INFO - 2024-03-29 07:23:02,000 - mmdet - INFO - Epoch [46][550/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3862, loss_bbox: 0.5385, d0.loss_cls: 0.3755, d0.loss_bbox: 0.4287 d1.loss_cls: 0.3627, d1.loss_bbox: 0.3413 d2.loss_cls: 0.5843, d2.loss_bbox: 0.4131 d3.loss_cls: 0.4325, d3.loss_bbox: 0.4312 d4.loss_cls: 0.3140, d4.loss_bbox: 0.4898, loss: 4.9637, grad_norm: 52.1709
2024-03-24 20:30:07,305 - my_logger - INFO - 2024-03-29 07:25:02,000 - mmdet - INFO - Epoch [46][600/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4684, loss_bbox: 0.4448, d0.loss_cls: 0.5101, d0.loss_bbox: 0.4956 d1.loss_cls: 0.3820, d1.loss_bbox: 0.4380 d2.loss_cls: 0.5142, d2.loss_bbox: 0.5263 d3.loss_cls: 0.5810, d3.loss_bbox: 0.5031 d4.loss_cls: 0.4918, d4.loss_bbox: 0.3104, loss: 4.4082, grad_norm: 54.7765
2024-03-24 20:30:07,306 - my_logger - INFO - 2024-03-29 07:27:02,000 - mmdet - INFO - Epoch [46][650/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5882, loss_bbox: 0.3742, d0.loss_cls: 0.5162, d0.loss_bbox: 0.5000 d1.loss_cls: 0.5455, d1.loss_bbox: 0.4818 d2.loss_cls: 0.5890, d2.loss_bbox: 0.4765 d3.loss_cls: 0.3558, d3.loss_bbox: 0.3222 d4.loss_cls: 0.3496, d4.loss_bbox: 0.5574, loss: 4.8992, grad_norm: 54.2170
2024-03-24 20:30:07,306 - my_logger - INFO - 2024-03-29 07:29:02,000 - mmdet - INFO - Epoch [46][700/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4047, loss_bbox: 0.3317, d0.loss_cls: 0.3521, d0.loss_bbox: 0.4476 d1.loss_cls: 0.4430, d1.loss_bbox: 0.5742 d2.loss_cls: 0.3421, d2.loss_bbox: 0.5879 d3.loss_cls: 0.4246, d3.loss_bbox: 0.3120 d4.loss_cls: 0.5594, d4.loss_bbox: 0.4041, loss: 3.7188, grad_norm: 59.8974
2024-03-24 20:30:07,307 - my_logger - INFO - 2024-03-29 07:31:02,000 - mmdet - INFO - Epoch [46][750/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5701, loss_bbox: 0.5555, d0.loss_cls: 0.5064, d0.loss_bbox: 0.4625 d1.loss_cls: 0.3215, d1.loss_bbox: 0.5607 d2.loss_cls: 0.4144, d2.loss_bbox: 0.4776 d3.loss_cls: 0.3010, d3.loss_bbox: 0.3029 d4.loss_cls: 0.3733, d4.loss_bbox: 0.4764, loss: 4.8533, grad_norm: 50.0722
2024-03-24 20:30:07,307 - my_logger - INFO - 2024-03-29 07:33:02,000 - mmdet - INFO - Epoch [46][800/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4713, loss_bbox: 0.4528, d0.loss_cls: 0.5627, d0.loss_bbox: 0.4591 d1.loss_cls: 0.5805, d1.loss_bbox: 0.5990 d2.loss_cls: 0.4685, d2.loss_bbox: 0.5134 d3.loss_cls: 0.3190, d3.loss_bbox: 0.3475 d4.loss_cls: 0.4099, d4.loss_bbox: 0.3253, loss: 4.8826, grad_norm: 53.9743
2024-03-24 20:30:07,307 - my_logger - INFO - 2024-03-29 07:35:02,000 - mmdet - INFO - Epoch [46][850/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5151, loss_bbox: 0.3780, d0.loss_cls: 0.4554, d0.loss_bbox: 0.3223 d1.loss_cls: 0.3369, d1.loss_bbox: 0.5822 d2.loss_cls: 0.3941, d2.loss_bbox: 0.3324 d3.loss_cls: 0.4375, d3.loss_bbox: 0.4637 d4.loss_cls: 0.3889, d4.loss_bbox: 0.4540, loss: 4.7362, grad_norm: 57.9325
2024-03-24 20:30:07,308 - my_logger - INFO - 2024-03-29 07:37:02,000 - mmdet - INFO - Epoch [46][900/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3450, loss_bbox: 0.3709, d0.loss_cls: 0.5335, d0.loss_bbox: 0.5351 d1.loss_cls: 0.4162, d1.loss_bbox: 0.4758 d2.loss_cls: 0.5176, d2.loss_bbox: 0.5394 d3.loss_cls: 0.4653, d3.loss_bbox: 0.5269 d4.loss_cls: 0.3248, d4.loss_bbox: 0.5660, loss: 4.1946, grad_norm: 54.4001
2024-03-24 20:30:07,308 - my_logger - INFO - 2024-03-29 07:39:02,000 - mmdet - INFO - Epoch [46][950/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5882, loss_bbox: 0.3654, d0.loss_cls: 0.3660, d0.loss_bbox: 0.5013 d1.loss_cls: 0.3664, d1.loss_bbox: 0.4463 d2.loss_cls: 0.4566, d2.loss_bbox: 0.3743 d3.loss_cls: 0.4392, d3.loss_bbox: 0.4771 d4.loss_cls: 0.5963, d4.loss_bbox: 0.5568, loss: 4.5341, grad_norm: 53.3699
2024-03-24 20:30:07,308 - my_logger - INFO - 2024-03-29 07:41:02,000 - mmdet - INFO - Epoch [46][1000/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3879, loss_bbox: 0.4338, d0.loss_cls: 0.4247, d0.loss_bbox: 0.5398 d1.loss_cls: 0.5696, d1.loss_bbox: 0.4737 d2.loss_cls: 0.3238, d2.loss_bbox: 0.3874 d3.loss_cls: 0.5747, d3.loss_bbox: 0.3893 d4.loss_cls: 0.5396, d4.loss_bbox: 0.4058, loss: 4.2758, grad_norm: 56.6507
2024-03-24 20:30:07,309 - my_logger - INFO - 2024-03-29 07:43:02,000 - mmdet - INFO - Epoch [46][1050/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5914, loss_bbox: 0.5518, d0.loss_cls: 0.4453, d0.loss_bbox: 0.5151 d1.loss_cls: 0.5483, d1.loss_bbox: 0.5000 d2.loss_cls: 0.3988, d2.loss_bbox: 0.3505 d3.loss_cls: 0.3043, d3.loss_bbox: 0.5843 d4.loss_cls: 0.4418, d4.loss_bbox: 0.4018, loss: 4.6151, grad_norm: 59.6708
2024-03-24 20:30:07,310 - my_logger - INFO - 2024-03-29 07:45:02,000 - mmdet - INFO - Epoch [46][1100/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5462, loss_bbox: 0.3551, d0.loss_cls: 0.3386, d0.loss_bbox: 0.4891 d1.loss_cls: 0.4600, d1.loss_bbox: 0.4074 d2.loss_cls: 0.3257, d2.loss_bbox: 0.3718 d3.loss_cls: 0.3235, d3.loss_bbox: 0.3599 d4.loss_cls: 0.3033, d4.loss_bbox: 0.3625, loss: 3.6229, grad_norm: 51.7885
2024-03-24 20:30:07,310 - my_logger - INFO - 2024-03-29 07:47:02,000 - mmdet - INFO - Epoch [46][1150/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4880, loss_bbox: 0.3528, d0.loss_cls: 0.4217, d0.loss_bbox: 0.3495 d1.loss_cls: 0.3900, d1.loss_bbox: 0.4822 d2.loss_cls: 0.3145, d2.loss_bbox: 0.4214 d3.loss_cls: 0.5555, d3.loss_bbox: 0.3215 d4.loss_cls: 0.5025, d4.loss_bbox: 0.3991, loss: 4.2638, grad_norm: 59.0290
2024-03-24 20:30:07,311 - my_logger - INFO - 2024-03-29 07:49:02,000 - mmdet - INFO - Epoch [46][1200/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3299, loss_bbox: 0.5070, d0.loss_cls: 0.4400, d0.loss_bbox: 0.5056 d1.loss_cls: 0.3418, d1.loss_bbox: 0.4948 d2.loss_cls: 0.3888, d2.loss_bbox: 0.4401 d3.loss_cls: 0.4769, d3.loss_bbox: 0.4935 d4.loss_cls: 0.5160, d4.loss_bbox: 0.5401, loss: 4.8003, grad_norm: 53.4123
2024-03-24 20:30:07,311 - my_logger - INFO - 2024-03-29 07:51:02,000 - mmdet - INFO - Epoch [46][1250/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3974, loss_bbox: 0.3205, d0.loss_cls: 0.3800, d0.loss_bbox: 0.5160 d1.loss_cls: 0.4118, d1.loss_bbox: 0.3468 d2.loss_cls: 0.3721, d2.loss_bbox: 0.3436 d3.loss_cls: 0.4135, d3.loss_bbox: 0.4135 d4.loss_cls: 0.4892, d4.loss_bbox: 0.5879, loss: 4.0188, grad_norm: 53.6647
2024-03-24 20:30:07,311 - my_logger - INFO - 2024-03-29 07:53:02,000 - mmdet - INFO - Epoch [46][1300/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3356, loss_bbox: 0.5825, d0.loss_cls: 0.3751, d0.loss_bbox: 0.5385 d1.loss_cls: 0.5599, d1.loss_bbox: 0.5138 d2.loss_cls: 0.4476, d2.loss_bbox: 0.3389 d3.loss_cls: 0.5602, d3.loss_bbox: 0.5381 d4.loss_cls: 0.5518, d4.loss_bbox: 0.5819, loss: 4.4143, grad_norm: 55.1462
2024-03-24 20:30:07,312 - my_logger - INFO - 2024-03-29 07:55:02,000 - mmdet - INFO - Epoch [46][1350/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4662, loss_bbox: 0.5297, d0.loss_cls: 0.5426, d0.loss_bbox: 0.4901 d1.loss_cls: 0.5860, d1.loss_bbox: 0.3036 d2.loss_cls: 0.4174, d2.loss_bbox: 0.4183 d3.loss_cls: 0.5973, d3.loss_bbox: 0.5758 d4.loss_cls: 0.5495, d4.loss_bbox: 0.4186, loss: 4.2423, grad_norm: 57.8223
2024-03-24 20:30:07,312 - my_logger - INFO - 2024-03-29 07:57:02,000 - mmdet - INFO - Epoch [46][1400/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3116, loss_bbox: 0.3188, d0.loss_cls: 0.4093, d0.loss_bbox: 0.5278 d1.loss_cls: 0.3625, d1.loss_bbox: 0.3049 d2.loss_cls: 0.4024, d2.loss_bbox: 0.5242 d3.loss_cls: 0.4822, d3.loss_bbox: 0.4043 d4.loss_cls: 0.5240, d4.loss_bbox: 0.4489, loss: 3.9841, grad_norm: 58.9348
2024-03-24 20:30:07,313 - my_logger - INFO - 2024-03-29 07:59:02,000 - mmdet - INFO - Epoch [46][1450/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3755, loss_bbox: 0.3858, d0.loss_cls: 0.5163, d0.loss_bbox: 0.4401 d1.loss_cls: 0.4234, d1.loss_bbox: 0.5875 d2.loss_cls: 0.5333, d2.loss_bbox: 0.5249 d3.loss_cls: 0.5285, d3.loss_bbox: 0.5429 d4.loss_cls: 0.3205, d4.loss_bbox: 0.3973, loss: 3.7352, grad_norm: 55.1280
2024-03-24 20:30:07,320 - my_logger - INFO - 2024-03-29 08:01:02,000 - mmdet - INFO - Epoch [46][1500/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4576, loss_bbox: 0.5368, d0.loss_cls: 0.5525, d0.loss_bbox: 0.4861 d1.loss_cls: 0.3105, d1.loss_bbox: 0.4004 d2.loss_cls: 0.4882, d2.loss_bbox: 0.5058 d3.loss_cls: 0.4914, d3.loss_bbox: 0.5465 d4.loss_cls: 0.4815, d4.loss_bbox: 0.5313, loss: 4.3512, grad_norm: 54.2745
2024-03-24 20:30:07,322 - my_logger - INFO - 2024-03-29 08:03:02,000 - mmdet - INFO - Epoch [46][1550/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4316, loss_bbox: 0.4514, d0.loss_cls: 0.5434, d0.loss_bbox: 0.5199 d1.loss_cls: 0.3236, d1.loss_bbox: 0.4973 d2.loss_cls: 0.3687, d2.loss_bbox: 0.5988 d3.loss_cls: 0.4995, d3.loss_bbox: 0.3368 d4.loss_cls: 0.5912, d4.loss_bbox: 0.5252, loss: 4.3966, grad_norm: 54.9161
2024-03-24 20:30:07,323 - my_logger - INFO - 2024-03-29 08:05:02,000 - mmdet - INFO - Epoch [46][1600/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2717, loss_bbox: 0.5960, d0.loss_cls: 0.5913, d0.loss_bbox: 0.5341 d1.loss_cls: 0.5095, d1.loss_bbox: 0.4928 d2.loss_cls: 0.4558, d2.loss_bbox: 0.5748 d3.loss_cls: 0.3940, d3.loss_bbox: 0.5399 d4.loss_cls: 0.3202, d4.loss_bbox: 0.4678, loss: 3.8872, grad_norm: 50.1291
2024-03-24 20:30:07,323 - my_logger - INFO - 2024-03-29 08:07:02,000 - mmdet - INFO - Epoch [46][1650/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2922, loss_bbox: 0.4813, d0.loss_cls: 0.4589, d0.loss_bbox: 0.3327 d1.loss_cls: 0.3682, d1.loss_bbox: 0.4382 d2.loss_cls: 0.5090, d2.loss_bbox: 0.5434 d3.loss_cls: 0.4964, d3.loss_bbox: 0.3996 d4.loss_cls: 0.4455, d4.loss_bbox: 0.5571, loss: 3.6548, grad_norm: 54.0308
2024-03-24 20:30:07,324 - my_logger - INFO - 2024-03-29 08:09:02,000 - mmdet - INFO - Epoch [46][1700/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3919, loss_bbox: 0.4650, d0.loss_cls: 0.3227, d0.loss_bbox: 0.3898 d1.loss_cls: 0.4366, d1.loss_bbox: 0.5942 d2.loss_cls: 0.4840, d2.loss_bbox: 0.3682 d3.loss_cls: 0.5169, d3.loss_bbox: 0.4114 d4.loss_cls: 0.3575, d4.loss_bbox: 0.3449, loss: 4.1725, grad_norm: 53.9233
2024-03-24 20:30:07,325 - my_logger - INFO - 2024-03-29 08:11:02,000 - mmdet - INFO - Epoch [46][1750/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3438, loss_bbox: 0.5066, d0.loss_cls: 0.5729, d0.loss_bbox: 0.4837 d1.loss_cls: 0.5321, d1.loss_bbox: 0.4413 d2.loss_cls: 0.5290, d2.loss_bbox: 0.3271 d3.loss_cls: 0.4646, d3.loss_bbox: 0.3055 d4.loss_cls: 0.4681, d4.loss_bbox: 0.5875, loss: 4.0089, grad_norm: 55.4825
2024-03-24 20:30:07,325 - my_logger - INFO - 2024-03-29 08:13:02,000 - mmdet - INFO - Epoch [46][1800/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3319, loss_bbox: 0.3843, d0.loss_cls: 0.3369, d0.loss_bbox: 0.4855 d1.loss_cls: 0.4195, d1.loss_bbox: 0.4320 d2.loss_cls: 0.4753, d2.loss_bbox: 0.4600 d3.loss_cls: 0.3701, d3.loss_bbox: 0.3723 d4.loss_cls: 0.5603, d4.loss_bbox: 0.5653, loss: 4.7553, grad_norm: 53.9998
2024-03-24 20:30:07,326 - my_logger - INFO - 2024-03-29 08:15:02,000 - mmdet - INFO - Epoch [46][1850/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5677, loss_bbox: 0.4091, d0.loss_cls: 0.3216, d0.loss_bbox: 0.3196 d1.loss_cls: 0.4860, d1.loss_bbox: 0.4137 d2.loss_cls: 0.3176, d2.loss_bbox: 0.4588 d3.loss_cls: 0.5538, d3.loss_bbox: 0.5959 d4.loss_cls: 0.3419, d4.loss_bbox: 0.5845, loss: 4.8524, grad_norm: 50.2204
2024-03-24 20:30:07,326 - my_logger - INFO - 2024-03-29 08:17:02,000 - mmdet - INFO - Epoch [46][1900/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3795, loss_bbox: 0.3776, d0.loss_cls: 0.4529, d0.loss_bbox: 0.5613 d1.loss_cls: 0.3533, d1.loss_bbox: 0.4473 d2.loss_cls: 0.3053, d2.loss_bbox: 0.4170 d3.loss_cls: 0.5962, d3.loss_bbox: 0.3822 d4.loss_cls: 0.3320, d4.loss_bbox: 0.5547, loss: 4.1784, grad_norm: 50.9920
2024-03-24 20:30:07,326 - my_logger - INFO - 2024-03-29 08:19:02,000 - mmdet - INFO - Epoch [46][1950/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3650, loss_bbox: 0.5805, d0.loss_cls: 0.4624, d0.loss_bbox: 0.4666 d1.loss_cls: 0.3535, d1.loss_bbox: 0.3361 d2.loss_cls: 0.4838, d2.loss_bbox: 0.3629 d3.loss_cls: 0.3185, d3.loss_bbox: 0.5856 d4.loss_cls: 0.5397, d4.loss_bbox: 0.3010, loss: 3.8926, grad_norm: 59.7869
2024-03-24 20:30:07,327 - my_logger - INFO - 2024-03-29 08:21:02,000 - mmdet - INFO - Epoch [46][2000/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5486, loss_bbox: 0.4989, d0.loss_cls: 0.3036, d0.loss_bbox: 0.3714 d1.loss_cls: 0.5312, d1.loss_bbox: 0.3738 d2.loss_cls: 0.3715, d2.loss_bbox: 0.3722 d3.loss_cls: 0.5103, d3.loss_bbox: 0.3644 d4.loss_cls: 0.4628, d4.loss_bbox: 0.3206, loss: 3.5609, grad_norm: 54.5967
2024-03-24 20:30:07,327 - my_logger - INFO - 2024-03-29 08:23:02,000 - mmdet - INFO - Epoch [46][2050/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3298, loss_bbox: 0.3377, d0.loss_cls: 0.3796, d0.loss_bbox: 0.3383 d1.loss_cls: 0.4658, d1.loss_bbox: 0.3252 d2.loss_cls: 0.3427, d2.loss_bbox: 0.5870 d3.loss_cls: 0.5783, d3.loss_bbox: 0.4303 d4.loss_cls: 0.3523, d4.loss_bbox: 0.3475, loss: 3.7850, grad_norm: 51.2402
2024-03-24 20:30:07,328 - my_logger - INFO - 2024-03-29 08:25:02,000 - mmdet - INFO - Epoch [46][2100/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2868, loss_bbox: 0.3200, d0.loss_cls: 0.5465, d0.loss_bbox: 0.4038 d1.loss_cls: 0.4484, d1.loss_bbox: 0.4999 d2.loss_cls: 0.5208, d2.loss_bbox: 0.3297 d3.loss_cls: 0.5990, d3.loss_bbox: 0.3103 d4.loss_cls: 0.4873, d4.loss_bbox: 0.5191, loss: 4.4449, grad_norm: 54.1685
2024-03-24 20:30:07,328 - my_logger - INFO - 2024-03-29 08:27:02,000 - mmdet - INFO - Epoch [46][2150/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5123, loss_bbox: 0.3250, d0.loss_cls: 0.4277, d0.loss_bbox: 0.3250 d1.loss_cls: 0.3636, d1.loss_bbox: 0.4380 d2.loss_cls: 0.3848, d2.loss_bbox: 0.5145 d3.loss_cls: 0.5962, d3.loss_bbox: 0.4054 d4.loss_cls: 0.4843, d4.loss_bbox: 0.5465, loss: 3.9938, grad_norm: 56.0548
2024-03-24 20:30:07,329 - my_logger - INFO - 2024-03-29 08:29:02,000 - mmdet - INFO - Epoch [46][2200/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5303, loss_bbox: 0.3613, d0.loss_cls: 0.4505, d0.loss_bbox: 0.3272 d1.loss_cls: 0.3393, d1.loss_bbox: 0.3762 d2.loss_cls: 0.3959, d2.loss_bbox: 0.4277 d3.loss_cls: 0.5085, d3.loss_bbox: 0.5528 d4.loss_cls: 0.5050, d4.loss_bbox: 0.4501, loss: 4.7882, grad_norm: 58.6039
2024-03-24 20:30:07,335 - my_logger - INFO - 2024-03-29 08:31:02,000 - mmdet - INFO - Epoch [46][2250/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2564, loss_bbox: 0.4136, d0.loss_cls: 0.3175, d0.loss_bbox: 0.5617 d1.loss_cls: 0.4399, d1.loss_bbox: 0.5660 d2.loss_cls: 0.4949, d2.loss_bbox: 0.4643 d3.loss_cls: 0.3855, d3.loss_bbox: 0.5106 d4.loss_cls: 0.5238, d4.loss_bbox: 0.5490, loss: 4.4145, grad_norm: 59.8592
2024-03-24 20:30:07,336 - my_logger - INFO - 2024-03-29 08:33:02,000 - mmdet - INFO - Epoch [46][2300/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3417, loss_bbox: 0.5669, d0.loss_cls: 0.4287, d0.loss_bbox: 0.5779 d1.loss_cls: 0.3458, d1.loss_bbox: 0.4010 d2.loss_cls: 0.3225, d2.loss_bbox: 0.5017 d3.loss_cls: 0.5520, d3.loss_bbox: 0.3604 d4.loss_cls: 0.5370, d4.loss_bbox: 0.5385, loss: 4.0610, grad_norm: 52.9144
2024-03-24 20:30:07,336 - my_logger - INFO - 2024-03-29 08:35:02,000 - mmdet - INFO - Epoch [46][2350/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2926, loss_bbox: 0.3348, d0.loss_cls: 0.5786, d0.loss_bbox: 0.3083 d1.loss_cls: 0.4495, d1.loss_bbox: 0.5591 d2.loss_cls: 0.5688, d2.loss_bbox: 0.4880 d3.loss_cls: 0.3663, d3.loss_bbox: 0.3577 d4.loss_cls: 0.3245, d4.loss_bbox: 0.4378, loss: 3.7489, grad_norm: 59.5774
2024-03-24 20:30:07,337 - my_logger - INFO - 2024-03-29 08:37:02,000 - mmdet - INFO - Epoch [46][2400/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2722, loss_bbox: 0.3084, d0.loss_cls: 0.3008, d0.loss_bbox: 0.4668 d1.loss_cls: 0.4727, d1.loss_bbox: 0.5327 d2.loss_cls: 0.5230, d2.loss_bbox: 0.3617 d3.loss_cls: 0.3104, d3.loss_bbox: 0.4344 d4.loss_cls: 0.4639, d4.loss_bbox: 0.5162, loss: 4.7055, grad_norm: 55.3568
2024-03-24 20:30:07,337 - my_logger - INFO - 2024-03-29 08:39:02,000 - mmdet - INFO - Epoch [46][2450/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3179, loss_bbox: 0.3642, d0.loss_cls: 0.5463, d0.loss_bbox: 0.4733 d1.loss_cls: 0.3735, d1.loss_bbox: 0.5522 d2.loss_cls: 0.4015, d2.loss_bbox: 0.3061 d3.loss_cls: 0.3389, d3.loss_bbox: 0.5026 d4.loss_cls: 0.4253, d4.loss_bbox: 0.3993, loss: 3.9026, grad_norm: 59.4951
2024-03-24 20:30:07,337 - my_logger - INFO - 2024-03-29 08:41:02,000 - mmdet - INFO - Epoch [46][2500/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5979, loss_bbox: 0.4209, d0.loss_cls: 0.3168, d0.loss_bbox: 0.4615 d1.loss_cls: 0.4902, d1.loss_bbox: 0.5697 d2.loss_cls: 0.4325, d2.loss_bbox: 0.3741 d3.loss_cls: 0.5742, d3.loss_bbox: 0.4630 d4.loss_cls: 0.5189, d4.loss_bbox: 0.5858, loss: 4.1856, grad_norm: 51.7299
2024-03-24 20:30:07,338 - my_logger - INFO - 2024-03-29 08:43:02,000 - mmdet - INFO - Epoch [46][2550/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3146, loss_bbox: 0.5169, d0.loss_cls: 0.5465, d0.loss_bbox: 0.5269 d1.loss_cls: 0.5075, d1.loss_bbox: 0.5897 d2.loss_cls: 0.4818, d2.loss_bbox: 0.3689 d3.loss_cls: 0.3275, d3.loss_bbox: 0.4526 d4.loss_cls: 0.3766, d4.loss_bbox: 0.4484, loss: 4.1377, grad_norm: 50.6362
2024-03-24 20:30:07,338 - my_logger - INFO - 2024-03-29 08:45:02,000 - mmdet - INFO - Epoch [46][2600/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4005, loss_bbox: 0.4048, d0.loss_cls: 0.5328, d0.loss_bbox: 0.3167 d1.loss_cls: 0.4738, d1.loss_bbox: 0.4643 d2.loss_cls: 0.3083, d2.loss_bbox: 0.4703 d3.loss_cls: 0.4636, d3.loss_bbox: 0.4584 d4.loss_cls: 0.3954, d4.loss_bbox: 0.3101, loss: 4.5647, grad_norm: 55.5479
2024-03-24 20:30:07,339 - my_logger - INFO - 2024-03-29 08:47:02,000 - mmdet - INFO - Epoch [46][2650/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5175, loss_bbox: 0.4411, d0.loss_cls: 0.3554, d0.loss_bbox: 0.4213 d1.loss_cls: 0.3155, d1.loss_bbox: 0.5585 d2.loss_cls: 0.3528, d2.loss_bbox: 0.4305 d3.loss_cls: 0.3800, d3.loss_bbox: 0.4189 d4.loss_cls: 0.3522, d4.loss_bbox: 0.4144, loss: 4.8332, grad_norm: 56.6242
2024-03-24 20:30:07,339 - my_logger - INFO - 2024-03-29 08:49:02,000 - mmdet - INFO - Epoch [46][2700/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3947, loss_bbox: 0.4037, d0.loss_cls: 0.5724, d0.loss_bbox: 0.5248 d1.loss_cls: 0.5412, d1.loss_bbox: 0.3755 d2.loss_cls: 0.3416, d2.loss_bbox: 0.3190 d3.loss_cls: 0.4552, d3.loss_bbox: 0.4361 d4.loss_cls: 0.4367, d4.loss_bbox: 0.3565, loss: 4.2541, grad_norm: 57.2564
2024-03-24 20:30:07,339 - my_logger - INFO - 2024-03-29 08:51:02,000 - mmdet - INFO - Epoch [46][2750/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5776, loss_bbox: 0.3423, d0.loss_cls: 0.5041, d0.loss_bbox: 0.3794 d1.loss_cls: 0.4506, d1.loss_bbox: 0.3907 d2.loss_cls: 0.3317, d2.loss_bbox: 0.5081 d3.loss_cls: 0.4923, d3.loss_bbox: 0.3978 d4.loss_cls: 0.5339, d4.loss_bbox: 0.3383, loss: 4.9579, grad_norm: 56.4079
2024-03-24 20:30:07,340 - my_logger - INFO - 2024-03-29 08:53:02,000 - mmdet - INFO - Epoch [46][2800/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2685, loss_bbox: 0.3212, d0.loss_cls: 0.3049, d0.loss_bbox: 0.3904 d1.loss_cls: 0.5490, d1.loss_bbox: 0.5569 d2.loss_cls: 0.3729, d2.loss_bbox: 0.3758 d3.loss_cls: 0.5247, d3.loss_bbox: 0.3910 d4.loss_cls: 0.5743, d4.loss_bbox: 0.5764, loss: 4.9511, grad_norm: 59.0840
2024-03-24 20:30:07,340 - my_logger - INFO - 2024-03-29 08:55:02,000 - mmdet - INFO - Epoch [46][2850/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2901, loss_bbox: 0.3366, d0.loss_cls: 0.4106, d0.loss_bbox: 0.4599 d1.loss_cls: 0.5336, d1.loss_bbox: 0.3734 d2.loss_cls: 0.5368, d2.loss_bbox: 0.4303 d3.loss_cls: 0.4754, d3.loss_bbox: 0.3342 d4.loss_cls: 0.3374, d4.loss_bbox: 0.5094, loss: 3.7512, grad_norm: 50.5901
2024-03-24 20:30:07,340 - my_logger - INFO - 2024-03-29 08:57:02,000 - mmdet - INFO - Epoch [46][2900/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4596, loss_bbox: 0.3873, d0.loss_cls: 0.3439, d0.loss_bbox: 0.5509 d1.loss_cls: 0.5962, d1.loss_bbox: 0.4720 d2.loss_cls: 0.5976, d2.loss_bbox: 0.3743 d3.loss_cls: 0.5361, d3.loss_bbox: 0.5181 d4.loss_cls: 0.3358, d4.loss_bbox: 0.3724, loss: 4.9236, grad_norm: 54.1538
2024-03-24 20:30:07,341 - my_logger - INFO - 2024-03-29 08:59:02,000 - mmdet - INFO - Epoch [46][2950/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2551, loss_bbox: 0.5010, d0.loss_cls: 0.4134, d0.loss_bbox: 0.4508 d1.loss_cls: 0.5834, d1.loss_bbox: 0.3936 d2.loss_cls: 0.5297, d2.loss_bbox: 0.4723 d3.loss_cls: 0.5039, d3.loss_bbox: 0.3807 d4.loss_cls: 0.5920, d4.loss_bbox: 0.4168, loss: 3.7110, grad_norm: 59.5407
2024-03-24 20:30:07,341 - my_logger - INFO - 2024-03-29 09:01:02,000 - mmdet - INFO - Epoch [46][3000/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5616, loss_bbox: 0.5721, d0.loss_cls: 0.5610, d0.loss_bbox: 0.3949 d1.loss_cls: 0.4950, d1.loss_bbox: 0.3098 d2.loss_cls: 0.4840, d2.loss_bbox: 0.4806 d3.loss_cls: 0.4806, d3.loss_bbox: 0.3846 d4.loss_cls: 0.3926, d4.loss_bbox: 0.5574, loss: 4.5460, grad_norm: 59.8861
2024-03-24 20:30:07,342 - my_logger - INFO - 2024-03-29 09:03:02,000 - mmdet - INFO - Epoch [46][3050/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3530, loss_bbox: 0.5381, d0.loss_cls: 0.5426, d0.loss_bbox: 0.5153 d1.loss_cls: 0.3408, d1.loss_bbox: 0.3925 d2.loss_cls: 0.3755, d2.loss_bbox: 0.4495 d3.loss_cls: 0.4870, d3.loss_bbox: 0.3810 d4.loss_cls: 0.5401, d4.loss_bbox: 0.4382, loss: 4.1398, grad_norm: 54.3638
2024-03-24 20:30:07,342 - my_logger - INFO - 2024-03-29 09:05:02,000 - mmdet - INFO - Epoch [46][3100/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5266, loss_bbox: 0.5325, d0.loss_cls: 0.3084, d0.loss_bbox: 0.3850 d1.loss_cls: 0.5733, d1.loss_bbox: 0.5214 d2.loss_cls: 0.5222, d2.loss_bbox: 0.3056 d3.loss_cls: 0.4671, d3.loss_bbox: 0.5351 d4.loss_cls: 0.4920, d4.loss_bbox: 0.3105, loss: 4.9689, grad_norm: 52.4125
2024-03-24 20:30:07,342 - my_logger - INFO - 2024-03-29 09:07:02,000 - mmdet - INFO - Epoch [46][3150/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5043, loss_bbox: 0.4582, d0.loss_cls: 0.3310, d0.loss_bbox: 0.4926 d1.loss_cls: 0.4520, d1.loss_bbox: 0.3047 d2.loss_cls: 0.5298, d2.loss_bbox: 0.5809 d3.loss_cls: 0.4450, d3.loss_bbox: 0.5750 d4.loss_cls: 0.4831, d4.loss_bbox: 0.4652, loss: 4.0444, grad_norm: 52.2031
2024-03-24 20:30:07,343 - my_logger - INFO - 2024-03-29 09:09:02,000 - mmdet - INFO - Epoch [46][3200/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3949, loss_bbox: 0.4345, d0.loss_cls: 0.4733, d0.loss_bbox: 0.3194 d1.loss_cls: 0.5652, d1.loss_bbox: 0.5210 d2.loss_cls: 0.3090, d2.loss_bbox: 0.3376 d3.loss_cls: 0.5012, d3.loss_bbox: 0.5680 d4.loss_cls: 0.3017, d4.loss_bbox: 0.3572, loss: 3.7723, grad_norm: 59.0245
2024-03-24 20:30:07,343 - my_logger - INFO - 2024-03-29 09:11:02,000 - mmdet - INFO - Epoch [46][3250/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5230, loss_bbox: 0.4834, d0.loss_cls: 0.3202, d0.loss_bbox: 0.3550 d1.loss_cls: 0.5510, d1.loss_bbox: 0.3869 d2.loss_cls: 0.4960, d2.loss_bbox: 0.3733 d3.loss_cls: 0.4115, d3.loss_bbox: 0.5093 d4.loss_cls: 0.5361, d4.loss_bbox: 0.4801, loss: 4.2682, grad_norm: 50.2357
2024-03-24 20:30:07,344 - my_logger - INFO - 2024-03-29 09:13:02,000 - mmdet - INFO - Epoch [46][3300/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5538, loss_bbox: 0.3388, d0.loss_cls: 0.4673, d0.loss_bbox: 0.5741 d1.loss_cls: 0.3649, d1.loss_bbox: 0.4067 d2.loss_cls: 0.3870, d2.loss_bbox: 0.3654 d3.loss_cls: 0.4102, d3.loss_bbox: 0.4497 d4.loss_cls: 0.5931, d4.loss_bbox: 0.4078, loss: 4.2870, grad_norm: 57.2143
2024-03-24 20:30:07,344 - my_logger - INFO - 2024-03-29 09:15:02,000 - mmdet - INFO - Epoch [46][3350/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4769, loss_bbox: 0.5613, d0.loss_cls: 0.3662, d0.loss_bbox: 0.5352 d1.loss_cls: 0.4464, d1.loss_bbox: 0.5703 d2.loss_cls: 0.3033, d2.loss_bbox: 0.3426 d3.loss_cls: 0.3257, d3.loss_bbox: 0.4774 d4.loss_cls: 0.5033, d4.loss_bbox: 0.5100, loss: 4.1116, grad_norm: 52.1401
2024-03-24 20:30:07,344 - my_logger - INFO - 2024-03-29 09:17:02,000 - mmdet - INFO - Epoch [46][3400/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3732, loss_bbox: 0.3975, d0.loss_cls: 0.3709, d0.loss_bbox: 0.4624 d1.loss_cls: 0.3378, d1.loss_bbox: 0.3566 d2.loss_cls: 0.5179, d2.loss_bbox: 0.4625 d3.loss_cls: 0.4887, d3.loss_bbox: 0.4661 d4.loss_cls: 0.4756, d4.loss_bbox: 0.5407, loss: 4.6411, grad_norm: 51.6512
2024-03-24 20:30:07,352 - my_logger - INFO - 2024-03-29 09:19:02,000 - mmdet - INFO - Epoch [46][3450/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5863, loss_bbox: 0.4401, d0.loss_cls: 0.4447, d0.loss_bbox: 0.3118 d1.loss_cls: 0.3117, d1.loss_bbox: 0.3475 d2.loss_cls: 0.5755, d2.loss_bbox: 0.4954 d3.loss_cls: 0.3893, d3.loss_bbox: 0.5559 d4.loss_cls: 0.3883, d4.loss_bbox: 0.4104, loss: 3.8210, grad_norm: 56.7641
2024-03-24 20:30:07,352 - my_logger - INFO - 2024-03-29 09:21:02,000 - mmdet - INFO - Epoch [46][3500/3517][Batch size: 50]	lr: 5.575e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5741, loss_bbox: 0.4728, d0.loss_cls: 0.4808, d0.loss_bbox: 0.3880 d1.loss_cls: 0.5712, d1.loss_bbox: 0.5552 d2.loss_cls: 0.4043, d2.loss_bbox: 0.5254 d3.loss_cls: 0.3325, d3.loss_bbox: 0.5064 d4.loss_cls: 0.5105, d4.loss_bbox: 0.5413, loss: 3.6463, grad_norm: 56.0658
2024-03-24 20:30:07,353 - my_logger - INFO - 2024-03-29 09:23:02,000 - mmdet - INFO - Epoch [47][0/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5355, loss_bbox: 0.3805, d0.loss_cls: 0.3752, d0.loss_bbox: 0.5044 d1.loss_cls: 0.4385, d1.loss_bbox: 0.3308 d2.loss_cls: 0.3448, d2.loss_bbox: 0.5560 d3.loss_cls: 0.5269, d3.loss_bbox: 0.5687 d4.loss_cls: 0.4207, d4.loss_bbox: 0.4837, loss: 3.5006, grad_norm: 54.5978
2024-03-24 20:30:07,353 - my_logger - INFO - 2024-03-29 09:25:02,000 - mmdet - INFO - Epoch [47][50/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3415, loss_bbox: 0.3672, d0.loss_cls: 0.4646, d0.loss_bbox: 0.4268 d1.loss_cls: 0.4595, d1.loss_bbox: 0.4057 d2.loss_cls: 0.4633, d2.loss_bbox: 0.4095 d3.loss_cls: 0.5042, d3.loss_bbox: 0.5754 d4.loss_cls: 0.5799, d4.loss_bbox: 0.3182, loss: 4.6777, grad_norm: 55.8497
2024-03-24 20:30:07,353 - my_logger - INFO - 2024-03-29 09:27:02,000 - mmdet - INFO - Epoch [47][100/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4255, loss_bbox: 0.3272, d0.loss_cls: 0.5909, d0.loss_bbox: 0.3286 d1.loss_cls: 0.5597, d1.loss_bbox: 0.5365 d2.loss_cls: 0.3048, d2.loss_bbox: 0.4635 d3.loss_cls: 0.4140, d3.loss_bbox: 0.5335 d4.loss_cls: 0.5591, d4.loss_bbox: 0.5522, loss: 4.8573, grad_norm: 54.5963
2024-03-24 20:30:07,354 - my_logger - INFO - 2024-03-29 09:29:02,000 - mmdet - INFO - Epoch [47][150/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3637, loss_bbox: 0.5113, d0.loss_cls: 0.5936, d0.loss_bbox: 0.3958 d1.loss_cls: 0.4179, d1.loss_bbox: 0.3138 d2.loss_cls: 0.3897, d2.loss_bbox: 0.5880 d3.loss_cls: 0.5770, d3.loss_bbox: 0.5798 d4.loss_cls: 0.4953, d4.loss_bbox: 0.5412, loss: 4.2624, grad_norm: 53.5125
2024-03-24 20:30:07,354 - my_logger - INFO - 2024-03-29 09:31:02,000 - mmdet - INFO - Epoch [47][200/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4848, loss_bbox: 0.5659, d0.loss_cls: 0.5240, d0.loss_bbox: 0.5347 d1.loss_cls: 0.4558, d1.loss_bbox: 0.4552 d2.loss_cls: 0.5308, d2.loss_bbox: 0.3281 d3.loss_cls: 0.5434, d3.loss_bbox: 0.3053 d4.loss_cls: 0.5398, d4.loss_bbox: 0.4681, loss: 4.7670, grad_norm: 50.1849
2024-03-24 20:30:07,355 - my_logger - INFO - 2024-03-29 09:33:02,000 - mmdet - INFO - Epoch [47][250/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2828, loss_bbox: 0.5701, d0.loss_cls: 0.5740, d0.loss_bbox: 0.5901 d1.loss_cls: 0.3933, d1.loss_bbox: 0.3780 d2.loss_cls: 0.5306, d2.loss_bbox: 0.3315 d3.loss_cls: 0.5887, d3.loss_bbox: 0.4244 d4.loss_cls: 0.4819, d4.loss_bbox: 0.5749, loss: 3.9389, grad_norm: 53.7578
2024-03-24 20:30:07,355 - my_logger - INFO - 2024-03-29 09:35:02,000 - mmdet - INFO - Epoch [47][300/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3513, loss_bbox: 0.4837, d0.loss_cls: 0.3385, d0.loss_bbox: 0.5350 d1.loss_cls: 0.5491, d1.loss_bbox: 0.4101 d2.loss_cls: 0.5590, d2.loss_bbox: 0.3446 d3.loss_cls: 0.5303, d3.loss_bbox: 0.3113 d4.loss_cls: 0.5948, d4.loss_bbox: 0.4155, loss: 4.7466, grad_norm: 54.1075
2024-03-24 20:30:07,355 - my_logger - INFO - 2024-03-29 09:37:02,000 - mmdet - INFO - Epoch [47][350/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2754, loss_bbox: 0.3613, d0.loss_cls: 0.4746, d0.loss_bbox: 0.5871 d1.loss_cls: 0.4160, d1.loss_bbox: 0.4583 d2.loss_cls: 0.4209, d2.loss_bbox: 0.5727 d3.loss_cls: 0.5181, d3.loss_bbox: 0.3576 d4.loss_cls: 0.5085, d4.loss_bbox: 0.3645, loss: 4.5209, grad_norm: 59.6934
2024-03-24 20:30:07,356 - my_logger - INFO - 2024-03-29 09:39:02,000 - mmdet - INFO - Epoch [47][400/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3860, loss_bbox: 0.4497, d0.loss_cls: 0.5983, d0.loss_bbox: 0.4188 d1.loss_cls: 0.4379, d1.loss_bbox: 0.4929 d2.loss_cls: 0.5657, d2.loss_bbox: 0.4332 d3.loss_cls: 0.4338, d3.loss_bbox: 0.3453 d4.loss_cls: 0.3383, d4.loss_bbox: 0.4325, loss: 3.6177, grad_norm: 58.7988
2024-03-24 20:30:07,356 - my_logger - INFO - 2024-03-29 09:41:02,000 - mmdet - INFO - Epoch [47][450/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3223, loss_bbox: 0.5799, d0.loss_cls: 0.3059, d0.loss_bbox: 0.3196 d1.loss_cls: 0.4885, d1.loss_bbox: 0.3862 d2.loss_cls: 0.4158, d2.loss_bbox: 0.4726 d3.loss_cls: 0.4441, d3.loss_bbox: 0.5314 d4.loss_cls: 0.5197, d4.loss_bbox: 0.5686, loss: 4.7992, grad_norm: 57.1420
2024-03-24 20:30:07,356 - my_logger - INFO - 2024-03-29 09:43:02,000 - mmdet - INFO - Epoch [47][500/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5157, loss_bbox: 0.4632, d0.loss_cls: 0.3971, d0.loss_bbox: 0.5030 d1.loss_cls: 0.3898, d1.loss_bbox: 0.4048 d2.loss_cls: 0.4341, d2.loss_bbox: 0.3517 d3.loss_cls: 0.5518, d3.loss_bbox: 0.4532 d4.loss_cls: 0.5719, d4.loss_bbox: 0.5121, loss: 4.8513, grad_norm: 58.4676
2024-03-24 20:30:07,357 - my_logger - INFO - 2024-03-29 09:45:02,000 - mmdet - INFO - Epoch [47][550/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4561, loss_bbox: 0.5415, d0.loss_cls: 0.4924, d0.loss_bbox: 0.4788 d1.loss_cls: 0.5360, d1.loss_bbox: 0.3505 d2.loss_cls: 0.5605, d2.loss_bbox: 0.4756 d3.loss_cls: 0.4199, d3.loss_bbox: 0.5278 d4.loss_cls: 0.4261, d4.loss_bbox: 0.4687, loss: 4.7411, grad_norm: 58.5866
2024-03-24 20:30:07,357 - my_logger - INFO - 2024-03-29 09:47:02,000 - mmdet - INFO - Epoch [47][600/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4683, loss_bbox: 0.5237, d0.loss_cls: 0.5227, d0.loss_bbox: 0.4280 d1.loss_cls: 0.4509, d1.loss_bbox: 0.4491 d2.loss_cls: 0.4228, d2.loss_bbox: 0.4109 d3.loss_cls: 0.5579, d3.loss_bbox: 0.4474 d4.loss_cls: 0.5724, d4.loss_bbox: 0.5434, loss: 4.1442, grad_norm: 58.2001
2024-03-24 20:30:07,358 - my_logger - INFO - 2024-03-29 09:49:02,000 - mmdet - INFO - Epoch [47][650/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3309, loss_bbox: 0.4151, d0.loss_cls: 0.3163, d0.loss_bbox: 0.5086 d1.loss_cls: 0.3623, d1.loss_bbox: 0.5818 d2.loss_cls: 0.3365, d2.loss_bbox: 0.4230 d3.loss_cls: 0.5800, d3.loss_bbox: 0.5805 d4.loss_cls: 0.3400, d4.loss_bbox: 0.4018, loss: 4.8802, grad_norm: 50.7982
2024-03-24 20:30:07,358 - my_logger - INFO - 2024-03-29 09:51:02,000 - mmdet - INFO - Epoch [47][700/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4373, loss_bbox: 0.4401, d0.loss_cls: 0.4673, d0.loss_bbox: 0.4341 d1.loss_cls: 0.5930, d1.loss_bbox: 0.5653 d2.loss_cls: 0.3335, d2.loss_bbox: 0.5908 d3.loss_cls: 0.4773, d3.loss_bbox: 0.4339 d4.loss_cls: 0.4694, d4.loss_bbox: 0.5161, loss: 4.4441, grad_norm: 57.5089
2024-03-24 20:30:07,358 - my_logger - INFO - 2024-03-29 09:53:02,000 - mmdet - INFO - Epoch [47][750/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2705, loss_bbox: 0.5908, d0.loss_cls: 0.3085, d0.loss_bbox: 0.3653 d1.loss_cls: 0.5379, d1.loss_bbox: 0.4131 d2.loss_cls: 0.3177, d2.loss_bbox: 0.5691 d3.loss_cls: 0.5076, d3.loss_bbox: 0.5120 d4.loss_cls: 0.3921, d4.loss_bbox: 0.5467, loss: 4.8728, grad_norm: 50.1811
2024-03-24 20:30:07,359 - my_logger - INFO - 2024-03-29 09:55:02,000 - mmdet - INFO - Epoch [47][800/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5949, loss_bbox: 0.4467, d0.loss_cls: 0.4994, d0.loss_bbox: 0.5694 d1.loss_cls: 0.4401, d1.loss_bbox: 0.4553 d2.loss_cls: 0.4788, d2.loss_bbox: 0.3349 d3.loss_cls: 0.4626, d3.loss_bbox: 0.3335 d4.loss_cls: 0.5701, d4.loss_bbox: 0.5264, loss: 4.5125, grad_norm: 51.5086
2024-03-24 20:30:07,359 - my_logger - INFO - 2024-03-29 09:57:02,000 - mmdet - INFO - Epoch [47][850/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4523, loss_bbox: 0.4691, d0.loss_cls: 0.3663, d0.loss_bbox: 0.4582 d1.loss_cls: 0.3826, d1.loss_bbox: 0.5432 d2.loss_cls: 0.3491, d2.loss_bbox: 0.5242 d3.loss_cls: 0.4048, d3.loss_bbox: 0.3265 d4.loss_cls: 0.4149, d4.loss_bbox: 0.4359, loss: 3.5955, grad_norm: 56.3891
2024-03-24 20:30:07,359 - my_logger - INFO - 2024-03-29 09:59:02,000 - mmdet - INFO - Epoch [47][900/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3356, loss_bbox: 0.4923, d0.loss_cls: 0.5543, d0.loss_bbox: 0.3208 d1.loss_cls: 0.4577, d1.loss_bbox: 0.5367 d2.loss_cls: 0.3255, d2.loss_bbox: 0.3708 d3.loss_cls: 0.5600, d3.loss_bbox: 0.4457 d4.loss_cls: 0.5040, d4.loss_bbox: 0.3493, loss: 3.7425, grad_norm: 52.2856
2024-03-24 20:30:07,359 - my_logger - INFO - 2024-03-29 10:01:02,000 - mmdet - INFO - Epoch [47][950/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3828, loss_bbox: 0.5584, d0.loss_cls: 0.4888, d0.loss_bbox: 0.4153 d1.loss_cls: 0.3775, d1.loss_bbox: 0.5521 d2.loss_cls: 0.5922, d2.loss_bbox: 0.4216 d3.loss_cls: 0.4257, d3.loss_bbox: 0.3213 d4.loss_cls: 0.4345, d4.loss_bbox: 0.4649, loss: 3.8584, grad_norm: 56.9825
2024-03-24 20:30:07,359 - my_logger - INFO - 2024-03-29 10:03:02,000 - mmdet - INFO - Epoch [47][1000/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4611, loss_bbox: 0.4525, d0.loss_cls: 0.4748, d0.loss_bbox: 0.4240 d1.loss_cls: 0.5839, d1.loss_bbox: 0.4486 d2.loss_cls: 0.5360, d2.loss_bbox: 0.3043 d3.loss_cls: 0.3334, d3.loss_bbox: 0.4787 d4.loss_cls: 0.5016, d4.loss_bbox: 0.3555, loss: 4.5258, grad_norm: 50.2072
2024-03-24 20:30:07,361 - my_logger - INFO - 2024-03-29 10:05:02,000 - mmdet - INFO - Epoch [47][1050/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5197, loss_bbox: 0.5060, d0.loss_cls: 0.5318, d0.loss_bbox: 0.3528 d1.loss_cls: 0.5247, d1.loss_bbox: 0.5544 d2.loss_cls: 0.5554, d2.loss_bbox: 0.3337 d3.loss_cls: 0.3805, d3.loss_bbox: 0.5141 d4.loss_cls: 0.5561, d4.loss_bbox: 0.4774, loss: 4.0409, grad_norm: 57.7911
2024-03-24 20:30:07,370 - my_logger - INFO - 2024-03-29 10:07:02,000 - mmdet - INFO - Epoch [47][1100/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2516, loss_bbox: 0.5332, d0.loss_cls: 0.5863, d0.loss_bbox: 0.5801 d1.loss_cls: 0.5300, d1.loss_bbox: 0.4251 d2.loss_cls: 0.3866, d2.loss_bbox: 0.4258 d3.loss_cls: 0.3395, d3.loss_bbox: 0.3810 d4.loss_cls: 0.3245, d4.loss_bbox: 0.5324, loss: 3.7538, grad_norm: 53.6465
2024-03-24 20:30:07,371 - my_logger - INFO - 2024-03-29 10:09:02,000 - mmdet - INFO - Epoch [47][1150/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4141, loss_bbox: 0.5909, d0.loss_cls: 0.5423, d0.loss_bbox: 0.3929 d1.loss_cls: 0.4126, d1.loss_bbox: 0.5756 d2.loss_cls: 0.3868, d2.loss_bbox: 0.5952 d3.loss_cls: 0.3722, d3.loss_bbox: 0.5224 d4.loss_cls: 0.5513, d4.loss_bbox: 0.5922, loss: 3.7449, grad_norm: 50.4500
2024-03-24 20:30:07,371 - my_logger - INFO - 2024-03-29 10:11:02,000 - mmdet - INFO - Epoch [47][1200/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5726, loss_bbox: 0.5188, d0.loss_cls: 0.3207, d0.loss_bbox: 0.4302 d1.loss_cls: 0.3045, d1.loss_bbox: 0.3644 d2.loss_cls: 0.3423, d2.loss_bbox: 0.4037 d3.loss_cls: 0.5984, d3.loss_bbox: 0.4897 d4.loss_cls: 0.4071, d4.loss_bbox: 0.5144, loss: 4.4607, grad_norm: 58.0440
2024-03-24 20:30:07,371 - my_logger - INFO - 2024-03-29 10:13:02,000 - mmdet - INFO - Epoch [47][1250/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4092, loss_bbox: 0.3110, d0.loss_cls: 0.3797, d0.loss_bbox: 0.3694 d1.loss_cls: 0.4466, d1.loss_bbox: 0.4696 d2.loss_cls: 0.5283, d2.loss_bbox: 0.5727 d3.loss_cls: 0.5423, d3.loss_bbox: 0.4106 d4.loss_cls: 0.3998, d4.loss_bbox: 0.5592, loss: 4.7049, grad_norm: 54.3909
2024-03-24 20:30:07,372 - my_logger - INFO - 2024-03-29 10:15:02,000 - mmdet - INFO - Epoch [47][1300/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5821, loss_bbox: 0.5545, d0.loss_cls: 0.4500, d0.loss_bbox: 0.4939 d1.loss_cls: 0.5360, d1.loss_bbox: 0.3345 d2.loss_cls: 0.3899, d2.loss_bbox: 0.3902 d3.loss_cls: 0.5095, d3.loss_bbox: 0.3970 d4.loss_cls: 0.3599, d4.loss_bbox: 0.3437, loss: 4.4914, grad_norm: 55.9437
2024-03-24 20:30:07,372 - my_logger - INFO - 2024-03-29 10:17:02,000 - mmdet - INFO - Epoch [47][1350/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4450, loss_bbox: 0.4428, d0.loss_cls: 0.3003, d0.loss_bbox: 0.3649 d1.loss_cls: 0.5963, d1.loss_bbox: 0.3152 d2.loss_cls: 0.5096, d2.loss_bbox: 0.4040 d3.loss_cls: 0.3652, d3.loss_bbox: 0.4432 d4.loss_cls: 0.4912, d4.loss_bbox: 0.5496, loss: 3.8526, grad_norm: 59.5393
2024-03-24 20:30:07,373 - my_logger - INFO - 2024-03-29 10:19:02,000 - mmdet - INFO - Epoch [47][1400/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4752, loss_bbox: 0.4920, d0.loss_cls: 0.4682, d0.loss_bbox: 0.5903 d1.loss_cls: 0.3076, d1.loss_bbox: 0.3501 d2.loss_cls: 0.3887, d2.loss_bbox: 0.4274 d3.loss_cls: 0.4206, d3.loss_bbox: 0.5070 d4.loss_cls: 0.3780, d4.loss_bbox: 0.3029, loss: 3.7883, grad_norm: 59.0575
2024-03-24 20:30:07,373 - my_logger - INFO - 2024-03-29 10:21:02,000 - mmdet - INFO - Epoch [47][1450/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5181, loss_bbox: 0.3917, d0.loss_cls: 0.4169, d0.loss_bbox: 0.3778 d1.loss_cls: 0.4836, d1.loss_bbox: 0.3076 d2.loss_cls: 0.3652, d2.loss_bbox: 0.5195 d3.loss_cls: 0.5864, d3.loss_bbox: 0.5306 d4.loss_cls: 0.5679, d4.loss_bbox: 0.5361, loss: 3.9326, grad_norm: 57.1024
2024-03-24 20:30:07,373 - my_logger - INFO - 2024-03-29 10:23:02,000 - mmdet - INFO - Epoch [47][1500/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3508, loss_bbox: 0.5855, d0.loss_cls: 0.5498, d0.loss_bbox: 0.3500 d1.loss_cls: 0.4582, d1.loss_bbox: 0.4137 d2.loss_cls: 0.3722, d2.loss_bbox: 0.5395 d3.loss_cls: 0.5813, d3.loss_bbox: 0.5120 d4.loss_cls: 0.5299, d4.loss_bbox: 0.3018, loss: 3.6338, grad_norm: 59.2820
2024-03-24 20:30:07,374 - my_logger - INFO - 2024-03-29 10:25:02,000 - mmdet - INFO - Epoch [47][1550/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4530, loss_bbox: 0.5870, d0.loss_cls: 0.4517, d0.loss_bbox: 0.4860 d1.loss_cls: 0.3074, d1.loss_bbox: 0.3237 d2.loss_cls: 0.5683, d2.loss_bbox: 0.3555 d3.loss_cls: 0.3910, d3.loss_bbox: 0.4676 d4.loss_cls: 0.4729, d4.loss_bbox: 0.4565, loss: 4.7908, grad_norm: 50.0373
2024-03-24 20:30:07,374 - my_logger - INFO - 2024-03-29 10:27:02,000 - mmdet - INFO - Epoch [47][1600/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3162, loss_bbox: 0.5304, d0.loss_cls: 0.3498, d0.loss_bbox: 0.4767 d1.loss_cls: 0.4781, d1.loss_bbox: 0.4575 d2.loss_cls: 0.5386, d2.loss_bbox: 0.3713 d3.loss_cls: 0.4880, d3.loss_bbox: 0.3440 d4.loss_cls: 0.4566, d4.loss_bbox: 0.4228, loss: 3.8959, grad_norm: 58.3545
2024-03-24 20:30:07,375 - my_logger - INFO - 2024-03-29 10:29:02,000 - mmdet - INFO - Epoch [47][1650/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4808, loss_bbox: 0.3992, d0.loss_cls: 0.5671, d0.loss_bbox: 0.5102 d1.loss_cls: 0.3380, d1.loss_bbox: 0.4541 d2.loss_cls: 0.5059, d2.loss_bbox: 0.4459 d3.loss_cls: 0.4737, d3.loss_bbox: 0.3524 d4.loss_cls: 0.4489, d4.loss_bbox: 0.5585, loss: 4.1923, grad_norm: 57.6269
2024-03-24 20:30:07,375 - my_logger - INFO - 2024-03-29 10:31:02,000 - mmdet - INFO - Epoch [47][1700/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4675, loss_bbox: 0.4344, d0.loss_cls: 0.5205, d0.loss_bbox: 0.5459 d1.loss_cls: 0.3345, d1.loss_bbox: 0.3344 d2.loss_cls: 0.3603, d2.loss_bbox: 0.4270 d3.loss_cls: 0.3181, d3.loss_bbox: 0.5317 d4.loss_cls: 0.5959, d4.loss_bbox: 0.5855, loss: 4.9621, grad_norm: 59.6512
2024-03-24 20:30:07,376 - my_logger - INFO - 2024-03-29 10:33:02,000 - mmdet - INFO - Epoch [47][1750/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4151, loss_bbox: 0.4961, d0.loss_cls: 0.3731, d0.loss_bbox: 0.4586 d1.loss_cls: 0.5884, d1.loss_bbox: 0.3882 d2.loss_cls: 0.5106, d2.loss_bbox: 0.3719 d3.loss_cls: 0.5639, d3.loss_bbox: 0.4508 d4.loss_cls: 0.4744, d4.loss_bbox: 0.5509, loss: 4.4404, grad_norm: 50.3636
2024-03-24 20:30:07,376 - my_logger - INFO - 2024-03-29 10:35:02,000 - mmdet - INFO - Epoch [47][1800/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.2652, loss_bbox: 0.5201, d0.loss_cls: 0.5999, d0.loss_bbox: 0.5015 d1.loss_cls: 0.5069, d1.loss_bbox: 0.3564 d2.loss_cls: 0.3856, d2.loss_bbox: 0.4957 d3.loss_cls: 0.4688, d3.loss_bbox: 0.4894 d4.loss_cls: 0.3647, d4.loss_bbox: 0.4264, loss: 3.7410, grad_norm: 56.0644
2024-03-24 20:30:07,377 - my_logger - INFO - 2024-03-29 10:37:02,000 - mmdet - INFO - Epoch [47][1850/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4317, loss_bbox: 0.4214, d0.loss_cls: 0.4759, d0.loss_bbox: 0.4241 d1.loss_cls: 0.5422, d1.loss_bbox: 0.3910 d2.loss_cls: 0.4531, d2.loss_bbox: 0.5310 d3.loss_cls: 0.3248, d3.loss_bbox: 0.4383 d4.loss_cls: 0.5978, d4.loss_bbox: 0.5637, loss: 4.3140, grad_norm: 50.0962
2024-03-24 20:30:07,378 - my_logger - INFO - 2024-03-29 10:39:02,000 - mmdet - INFO - Epoch [47][1900/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3826, loss_bbox: 0.4506, d0.loss_cls: 0.5366, d0.loss_bbox: 0.3855 d1.loss_cls: 0.5559, d1.loss_bbox: 0.5883 d2.loss_cls: 0.4631, d2.loss_bbox: 0.5588 d3.loss_cls: 0.5176, d3.loss_bbox: 0.3952 d4.loss_cls: 0.5283, d4.loss_bbox: 0.5583, loss: 4.3221, grad_norm: 53.6708
2024-03-24 20:30:07,378 - my_logger - INFO - 2024-03-29 10:41:02,000 - mmdet - INFO - Epoch [47][1950/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3882, loss_bbox: 0.3650, d0.loss_cls: 0.5414, d0.loss_bbox: 0.4562 d1.loss_cls: 0.4154, d1.loss_bbox: 0.3408 d2.loss_cls: 0.5581, d2.loss_bbox: 0.4765 d3.loss_cls: 0.4900, d3.loss_bbox: 0.4496 d4.loss_cls: 0.4598, d4.loss_bbox: 0.5634, loss: 4.0611, grad_norm: 58.1251
2024-03-24 20:30:07,379 - my_logger - INFO - 2024-03-29 10:43:02,000 - mmdet - INFO - Epoch [47][2000/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4624, loss_bbox: 0.3953, d0.loss_cls: 0.4274, d0.loss_bbox: 0.5555 d1.loss_cls: 0.5406, d1.loss_bbox: 0.5688 d2.loss_cls: 0.5359, d2.loss_bbox: 0.4160 d3.loss_cls: 0.4375, d3.loss_bbox: 0.3112 d4.loss_cls: 0.5460, d4.loss_bbox: 0.3625, loss: 3.9484, grad_norm: 53.9820
2024-03-24 20:30:07,379 - my_logger - INFO - 2024-03-29 10:45:02,000 - mmdet - INFO - Epoch [47][2050/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3956, loss_bbox: 0.5885, d0.loss_cls: 0.4248, d0.loss_bbox: 0.5647 d1.loss_cls: 0.3228, d1.loss_bbox: 0.3107 d2.loss_cls: 0.5959, d2.loss_bbox: 0.3967 d3.loss_cls: 0.4306, d3.loss_bbox: 0.3195 d4.loss_cls: 0.4896, d4.loss_bbox: 0.5652, loss: 3.6011, grad_norm: 50.4733
2024-03-24 20:30:07,379 - my_logger - INFO - 2024-03-29 10:47:02,000 - mmdet - INFO - Epoch [47][2100/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4614, loss_bbox: 0.5156, d0.loss_cls: 0.5017, d0.loss_bbox: 0.4138 d1.loss_cls: 0.3296, d1.loss_bbox: 0.3019 d2.loss_cls: 0.5621, d2.loss_bbox: 0.4070 d3.loss_cls: 0.4732, d3.loss_bbox: 0.5203 d4.loss_cls: 0.3326, d4.loss_bbox: 0.5155, loss: 4.5135, grad_norm: 55.7175
2024-03-24 20:30:07,380 - my_logger - INFO - 2024-03-29 10:49:02,000 - mmdet - INFO - Epoch [47][2150/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3831, loss_bbox: 0.5179, d0.loss_cls: 0.5919, d0.loss_bbox: 0.5741 d1.loss_cls: 0.4015, d1.loss_bbox: 0.5499 d2.loss_cls: 0.3102, d2.loss_bbox: 0.5823 d3.loss_cls: 0.5613, d3.loss_bbox: 0.4645 d4.loss_cls: 0.4939, d4.loss_bbox: 0.5867, loss: 4.3462, grad_norm: 58.9348
2024-03-24 20:30:07,380 - my_logger - INFO - 2024-03-29 10:51:02,000 - mmdet - INFO - Epoch [47][2200/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3548, loss_bbox: 0.4574, d0.loss_cls: 0.5170, d0.loss_bbox: 0.4979 d1.loss_cls: 0.5475, d1.loss_bbox: 0.5884 d2.loss_cls: 0.4372, d2.loss_bbox: 0.4018 d3.loss_cls: 0.4345, d3.loss_bbox: 0.5354 d4.loss_cls: 0.4728, d4.loss_bbox: 0.5359, loss: 3.5666, grad_norm: 51.8212
2024-03-24 20:30:07,380 - my_logger - INFO - 2024-03-29 10:53:02,000 - mmdet - INFO - Epoch [47][2250/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4915, loss_bbox: 0.5135, d0.loss_cls: 0.4044, d0.loss_bbox: 0.4365 d1.loss_cls: 0.4562, d1.loss_bbox: 0.4791 d2.loss_cls: 0.5091, d2.loss_bbox: 0.4992 d3.loss_cls: 0.3597, d3.loss_bbox: 0.4544 d4.loss_cls: 0.5890, d4.loss_bbox: 0.5502, loss: 4.8615, grad_norm: 51.7769
2024-03-24 20:30:07,381 - my_logger - INFO - 2024-03-29 10:55:02,000 - mmdet - INFO - Epoch [47][2300/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2770, loss_bbox: 0.3190, d0.loss_cls: 0.5044, d0.loss_bbox: 0.3499 d1.loss_cls: 0.5449, d1.loss_bbox: 0.5489 d2.loss_cls: 0.3004, d2.loss_bbox: 0.4615 d3.loss_cls: 0.5083, d3.loss_bbox: 0.3904 d4.loss_cls: 0.4134, d4.loss_bbox: 0.4933, loss: 4.7393, grad_norm: 57.6586
2024-03-24 20:30:07,381 - my_logger - INFO - 2024-03-29 10:57:02,000 - mmdet - INFO - Epoch [47][2350/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5691, loss_bbox: 0.4426, d0.loss_cls: 0.3367, d0.loss_bbox: 0.5514 d1.loss_cls: 0.3542, d1.loss_bbox: 0.3529 d2.loss_cls: 0.3764, d2.loss_bbox: 0.3571 d3.loss_cls: 0.5001, d3.loss_bbox: 0.5175 d4.loss_cls: 0.3973, d4.loss_bbox: 0.5926, loss: 4.3394, grad_norm: 50.3597
2024-03-24 20:30:07,382 - my_logger - INFO - 2024-03-29 10:59:02,000 - mmdet - INFO - Epoch [47][2400/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3911, loss_bbox: 0.4423, d0.loss_cls: 0.5855, d0.loss_bbox: 0.4938 d1.loss_cls: 0.4878, d1.loss_bbox: 0.3238 d2.loss_cls: 0.4604, d2.loss_bbox: 0.5016 d3.loss_cls: 0.4948, d3.loss_bbox: 0.3441 d4.loss_cls: 0.5916, d4.loss_bbox: 0.5485, loss: 4.7542, grad_norm: 55.4364
2024-03-24 20:30:07,382 - my_logger - INFO - 2024-03-29 11:01:02,000 - mmdet - INFO - Epoch [47][2450/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5324, loss_bbox: 0.3913, d0.loss_cls: 0.3113, d0.loss_bbox: 0.3151 d1.loss_cls: 0.3219, d1.loss_bbox: 0.5331 d2.loss_cls: 0.4262, d2.loss_bbox: 0.4177 d3.loss_cls: 0.3377, d3.loss_bbox: 0.5667 d4.loss_cls: 0.4205, d4.loss_bbox: 0.3763, loss: 3.6655, grad_norm: 57.1513
2024-03-24 20:30:07,382 - my_logger - INFO - 2024-03-29 11:03:02,000 - mmdet - INFO - Epoch [47][2500/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5302, loss_bbox: 0.3239, d0.loss_cls: 0.5731, d0.loss_bbox: 0.4342 d1.loss_cls: 0.3807, d1.loss_bbox: 0.5868 d2.loss_cls: 0.5502, d2.loss_bbox: 0.4348 d3.loss_cls: 0.4425, d3.loss_bbox: 0.3748 d4.loss_cls: 0.5756, d4.loss_bbox: 0.3977, loss: 4.1203, grad_norm: 57.5051
2024-03-24 20:30:07,383 - my_logger - INFO - 2024-03-29 11:05:02,000 - mmdet - INFO - Epoch [47][2550/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4905, loss_bbox: 0.3137, d0.loss_cls: 0.4199, d0.loss_bbox: 0.5433 d1.loss_cls: 0.3884, d1.loss_bbox: 0.5772 d2.loss_cls: 0.3497, d2.loss_bbox: 0.5593 d3.loss_cls: 0.3135, d3.loss_bbox: 0.5223 d4.loss_cls: 0.5537, d4.loss_bbox: 0.3762, loss: 4.4039, grad_norm: 55.6398
2024-03-24 20:30:07,383 - my_logger - INFO - 2024-03-29 11:07:02,000 - mmdet - INFO - Epoch [47][2600/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3061, loss_bbox: 0.3019, d0.loss_cls: 0.5402, d0.loss_bbox: 0.5845 d1.loss_cls: 0.3047, d1.loss_bbox: 0.5656 d2.loss_cls: 0.4750, d2.loss_bbox: 0.4700 d3.loss_cls: 0.4530, d3.loss_bbox: 0.4960 d4.loss_cls: 0.4254, d4.loss_bbox: 0.5706, loss: 4.8797, grad_norm: 58.5990
2024-03-24 20:30:07,383 - my_logger - INFO - 2024-03-29 11:09:02,000 - mmdet - INFO - Epoch [47][2650/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4115, loss_bbox: 0.5455, d0.loss_cls: 0.4142, d0.loss_bbox: 0.3103 d1.loss_cls: 0.3916, d1.loss_bbox: 0.4621 d2.loss_cls: 0.4169, d2.loss_bbox: 0.4584 d3.loss_cls: 0.3729, d3.loss_bbox: 0.5873 d4.loss_cls: 0.3775, d4.loss_bbox: 0.5079, loss: 4.8093, grad_norm: 55.3163
2024-03-24 20:30:07,384 - my_logger - INFO - 2024-03-29 11:11:02,000 - mmdet - INFO - Epoch [47][2700/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5202, loss_bbox: 0.5046, d0.loss_cls: 0.3694, d0.loss_bbox: 0.5251 d1.loss_cls: 0.4502, d1.loss_bbox: 0.4907 d2.loss_cls: 0.4807, d2.loss_bbox: 0.4927 d3.loss_cls: 0.5424, d3.loss_bbox: 0.3405 d4.loss_cls: 0.5052, d4.loss_bbox: 0.5912, loss: 4.7199, grad_norm: 53.1122
2024-03-24 20:30:07,384 - my_logger - INFO - 2024-03-29 11:13:02,000 - mmdet - INFO - Epoch [47][2750/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4704, loss_bbox: 0.3922, d0.loss_cls: 0.5335, d0.loss_bbox: 0.3796 d1.loss_cls: 0.4429, d1.loss_bbox: 0.3108 d2.loss_cls: 0.5468, d2.loss_bbox: 0.5195 d3.loss_cls: 0.3807, d3.loss_bbox: 0.3919 d4.loss_cls: 0.3284, d4.loss_bbox: 0.5246, loss: 4.0846, grad_norm: 53.3640
2024-03-24 20:30:07,385 - my_logger - INFO - 2024-03-29 11:15:02,000 - mmdet - INFO - Epoch [47][2800/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3944, loss_bbox: 0.3946, d0.loss_cls: 0.4750, d0.loss_bbox: 0.5998 d1.loss_cls: 0.5541, d1.loss_bbox: 0.5943 d2.loss_cls: 0.3996, d2.loss_bbox: 0.3276 d3.loss_cls: 0.3473, d3.loss_bbox: 0.4012 d4.loss_cls: 0.3411, d4.loss_bbox: 0.5109, loss: 4.5711, grad_norm: 58.0310
2024-03-24 20:30:07,385 - my_logger - INFO - 2024-03-29 11:17:02,000 - mmdet - INFO - Epoch [47][2850/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4115, loss_bbox: 0.4623, d0.loss_cls: 0.3730, d0.loss_bbox: 0.3131 d1.loss_cls: 0.4865, d1.loss_bbox: 0.3140 d2.loss_cls: 0.5304, d2.loss_bbox: 0.3224 d3.loss_cls: 0.3790, d3.loss_bbox: 0.5774 d4.loss_cls: 0.3611, d4.loss_bbox: 0.4751, loss: 4.3539, grad_norm: 53.9415
2024-03-24 20:30:07,385 - my_logger - INFO - 2024-03-29 11:19:02,000 - mmdet - INFO - Epoch [47][2900/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3265, loss_bbox: 0.5749, d0.loss_cls: 0.4628, d0.loss_bbox: 0.4646 d1.loss_cls: 0.3912, d1.loss_bbox: 0.5726 d2.loss_cls: 0.3817, d2.loss_bbox: 0.3524 d3.loss_cls: 0.5309, d3.loss_bbox: 0.4753 d4.loss_cls: 0.5412, d4.loss_bbox: 0.4165, loss: 4.9965, grad_norm: 54.3743
2024-03-24 20:30:07,386 - my_logger - INFO - 2024-03-29 11:21:02,000 - mmdet - INFO - Epoch [47][2950/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4456, loss_bbox: 0.3887, d0.loss_cls: 0.3223, d0.loss_bbox: 0.5922 d1.loss_cls: 0.5930, d1.loss_bbox: 0.3408 d2.loss_cls: 0.3781, d2.loss_bbox: 0.4304 d3.loss_cls: 0.4311, d3.loss_bbox: 0.5831 d4.loss_cls: 0.5916, d4.loss_bbox: 0.5800, loss: 4.7206, grad_norm: 56.8129
2024-03-24 20:30:07,386 - my_logger - INFO - 2024-03-29 11:23:02,000 - mmdet - INFO - Epoch [47][3000/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5885, loss_bbox: 0.4437, d0.loss_cls: 0.5200, d0.loss_bbox: 0.5201 d1.loss_cls: 0.4060, d1.loss_bbox: 0.3847 d2.loss_cls: 0.4956, d2.loss_bbox: 0.4945 d3.loss_cls: 0.4400, d3.loss_bbox: 0.5885 d4.loss_cls: 0.3880, d4.loss_bbox: 0.5929, loss: 4.5689, grad_norm: 54.9321
2024-03-24 20:30:07,387 - my_logger - INFO - 2024-03-29 11:25:02,000 - mmdet - INFO - Epoch [47][3050/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4417, loss_bbox: 0.5461, d0.loss_cls: 0.3716, d0.loss_bbox: 0.3837 d1.loss_cls: 0.4807, d1.loss_bbox: 0.3004 d2.loss_cls: 0.5491, d2.loss_bbox: 0.5929 d3.loss_cls: 0.4965, d3.loss_bbox: 0.4979 d4.loss_cls: 0.3401, d4.loss_bbox: 0.3367, loss: 4.6537, grad_norm: 54.6212
2024-03-24 20:30:07,387 - my_logger - INFO - 2024-03-29 11:27:02,000 - mmdet - INFO - Epoch [47][3100/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2705, loss_bbox: 0.3829, d0.loss_cls: 0.3192, d0.loss_bbox: 0.4841 d1.loss_cls: 0.5153, d1.loss_bbox: 0.4138 d2.loss_cls: 0.4815, d2.loss_bbox: 0.4648 d3.loss_cls: 0.3668, d3.loss_bbox: 0.4909 d4.loss_cls: 0.5745, d4.loss_bbox: 0.4095, loss: 4.5155, grad_norm: 57.9866
2024-03-24 20:30:07,388 - my_logger - INFO - 2024-03-29 11:29:02,000 - mmdet - INFO - Epoch [47][3150/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3560, loss_bbox: 0.4126, d0.loss_cls: 0.4824, d0.loss_bbox: 0.3727 d1.loss_cls: 0.3665, d1.loss_bbox: 0.4999 d2.loss_cls: 0.4864, d2.loss_bbox: 0.3694 d3.loss_cls: 0.5475, d3.loss_bbox: 0.3257 d4.loss_cls: 0.3546, d4.loss_bbox: 0.3254, loss: 4.2144, grad_norm: 55.8203
2024-03-24 20:30:07,388 - my_logger - INFO - 2024-03-29 11:31:02,000 - mmdet - INFO - Epoch [47][3200/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4864, loss_bbox: 0.4482, d0.loss_cls: 0.5837, d0.loss_bbox: 0.5999 d1.loss_cls: 0.4775, d1.loss_bbox: 0.5071 d2.loss_cls: 0.4391, d2.loss_bbox: 0.5810 d3.loss_cls: 0.5681, d3.loss_bbox: 0.5343 d4.loss_cls: 0.4992, d4.loss_bbox: 0.4208, loss: 4.7275, grad_norm: 56.0158
2024-03-24 20:30:07,389 - my_logger - INFO - 2024-03-29 11:33:02,000 - mmdet - INFO - Epoch [47][3250/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3198, loss_bbox: 0.5974, d0.loss_cls: 0.5962, d0.loss_bbox: 0.4503 d1.loss_cls: 0.3289, d1.loss_bbox: 0.4439 d2.loss_cls: 0.5174, d2.loss_bbox: 0.5419 d3.loss_cls: 0.5020, d3.loss_bbox: 0.4563 d4.loss_cls: 0.5975, d4.loss_bbox: 0.4599, loss: 4.8801, grad_norm: 53.1917
2024-03-24 20:30:07,389 - my_logger - INFO - 2024-03-29 11:35:02,000 - mmdet - INFO - Epoch [47][3300/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5752, loss_bbox: 0.5019, d0.loss_cls: 0.5098, d0.loss_bbox: 0.4946 d1.loss_cls: 0.5148, d1.loss_bbox: 0.4237 d2.loss_cls: 0.5416, d2.loss_bbox: 0.4952 d3.loss_cls: 0.4968, d3.loss_bbox: 0.4208 d4.loss_cls: 0.4532, d4.loss_bbox: 0.5489, loss: 3.5994, grad_norm: 56.1403
2024-03-24 20:30:07,390 - my_logger - INFO - 2024-03-29 11:37:02,000 - mmdet - INFO - Epoch [47][3350/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4008, loss_bbox: 0.5070, d0.loss_cls: 0.4268, d0.loss_bbox: 0.3764 d1.loss_cls: 0.4482, d1.loss_bbox: 0.4501 d2.loss_cls: 0.5971, d2.loss_bbox: 0.3013 d3.loss_cls: 0.4233, d3.loss_bbox: 0.4567 d4.loss_cls: 0.3907, d4.loss_bbox: 0.4617, loss: 4.7885, grad_norm: 50.1674
2024-03-24 20:30:07,390 - my_logger - INFO - 2024-03-29 11:39:02,000 - mmdet - INFO - Epoch [47][3400/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4046, loss_bbox: 0.4625, d0.loss_cls: 0.3702, d0.loss_bbox: 0.4607 d1.loss_cls: 0.3171, d1.loss_bbox: 0.5012 d2.loss_cls: 0.4786, d2.loss_bbox: 0.4994 d3.loss_cls: 0.4613, d3.loss_bbox: 0.5774 d4.loss_cls: 0.5239, d4.loss_bbox: 0.3535, loss: 4.4338, grad_norm: 57.0757
2024-03-24 20:30:07,391 - my_logger - INFO - 2024-03-29 11:41:02,000 - mmdet - INFO - Epoch [47][3450/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3925, loss_bbox: 0.4533, d0.loss_cls: 0.4507, d0.loss_bbox: 0.4758 d1.loss_cls: 0.4746, d1.loss_bbox: 0.4333 d2.loss_cls: 0.4420, d2.loss_bbox: 0.3875 d3.loss_cls: 0.5674, d3.loss_bbox: 0.5040 d4.loss_cls: 0.4532, d4.loss_bbox: 0.3634, loss: 3.6740, grad_norm: 56.5179
2024-03-24 20:30:07,391 - my_logger - INFO - 2024-03-29 11:43:02,000 - mmdet - INFO - Epoch [47][3500/3517][Batch size: 50]	lr: 5.296e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4639, loss_bbox: 0.4073, d0.loss_cls: 0.3599, d0.loss_bbox: 0.5890 d1.loss_cls: 0.4646, d1.loss_bbox: 0.5533 d2.loss_cls: 0.3259, d2.loss_bbox: 0.4086 d3.loss_cls: 0.4041, d3.loss_bbox: 0.4087 d4.loss_cls: 0.5836, d4.loss_bbox: 0.3178, loss: 4.5139, grad_norm: 53.7610
2024-03-24 20:30:07,392 - my_logger - INFO - 2024-03-29 11:45:02,000 - mmdet - INFO - Epoch [48][0/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5998, loss_bbox: 0.5745, d0.loss_cls: 0.3810, d0.loss_bbox: 0.4643 d1.loss_cls: 0.5437, d1.loss_bbox: 0.5979 d2.loss_cls: 0.3626, d2.loss_bbox: 0.4052 d3.loss_cls: 0.4103, d3.loss_bbox: 0.3953 d4.loss_cls: 0.4507, d4.loss_bbox: 0.5184, loss: 4.9363, grad_norm: 54.9067
2024-03-24 20:30:07,401 - my_logger - INFO - 2024-03-29 11:47:02,000 - mmdet - INFO - Epoch [48][50/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3405, loss_bbox: 0.5614, d0.loss_cls: 0.4419, d0.loss_bbox: 0.3109 d1.loss_cls: 0.3633, d1.loss_bbox: 0.3620 d2.loss_cls: 0.5305, d2.loss_bbox: 0.5450 d3.loss_cls: 0.4743, d3.loss_bbox: 0.5339 d4.loss_cls: 0.5803, d4.loss_bbox: 0.3306, loss: 4.2353, grad_norm: 54.1861
2024-03-24 20:30:07,401 - my_logger - INFO - 2024-03-29 11:49:02,000 - mmdet - INFO - Epoch [48][100/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4438, loss_bbox: 0.3483, d0.loss_cls: 0.3513, d0.loss_bbox: 0.4010 d1.loss_cls: 0.5804, d1.loss_bbox: 0.4755 d2.loss_cls: 0.3057, d2.loss_bbox: 0.4688 d3.loss_cls: 0.3392, d3.loss_bbox: 0.4102 d4.loss_cls: 0.5241, d4.loss_bbox: 0.4863, loss: 3.6166, grad_norm: 57.4000
2024-03-24 20:30:07,402 - my_logger - INFO - 2024-03-29 11:51:02,000 - mmdet - INFO - Epoch [48][150/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4679, loss_bbox: 0.4280, d0.loss_cls: 0.4311, d0.loss_bbox: 0.5927 d1.loss_cls: 0.5366, d1.loss_bbox: 0.5071 d2.loss_cls: 0.3811, d2.loss_bbox: 0.3912 d3.loss_cls: 0.4291, d3.loss_bbox: 0.3376 d4.loss_cls: 0.5553, d4.loss_bbox: 0.3825, loss: 3.5402, grad_norm: 54.5812
2024-03-24 20:30:07,402 - my_logger - INFO - 2024-03-29 11:53:02,000 - mmdet - INFO - Epoch [48][200/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4851, loss_bbox: 0.3229, d0.loss_cls: 0.4543, d0.loss_bbox: 0.4135 d1.loss_cls: 0.3664, d1.loss_bbox: 0.4019 d2.loss_cls: 0.3066, d2.loss_bbox: 0.5349 d3.loss_cls: 0.5477, d3.loss_bbox: 0.3124 d4.loss_cls: 0.5645, d4.loss_bbox: 0.4132, loss: 4.2396, grad_norm: 58.4179
2024-03-24 20:30:07,403 - my_logger - INFO - 2024-03-29 11:55:02,000 - mmdet - INFO - Epoch [48][250/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3895, loss_bbox: 0.4975, d0.loss_cls: 0.5686, d0.loss_bbox: 0.4939 d1.loss_cls: 0.5505, d1.loss_bbox: 0.3656 d2.loss_cls: 0.5360, d2.loss_bbox: 0.4181 d3.loss_cls: 0.3865, d3.loss_bbox: 0.4884 d4.loss_cls: 0.5638, d4.loss_bbox: 0.5812, loss: 4.3577, grad_norm: 54.5431
2024-03-24 20:30:07,403 - my_logger - INFO - 2024-03-29 11:57:02,000 - mmdet - INFO - Epoch [48][300/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3505, loss_bbox: 0.3420, d0.loss_cls: 0.3793, d0.loss_bbox: 0.4210 d1.loss_cls: 0.5355, d1.loss_bbox: 0.3151 d2.loss_cls: 0.5946, d2.loss_bbox: 0.3279 d3.loss_cls: 0.4238, d3.loss_bbox: 0.5780 d4.loss_cls: 0.4121, d4.loss_bbox: 0.5205, loss: 4.1934, grad_norm: 51.2654
2024-03-24 20:30:07,403 - my_logger - INFO - 2024-03-29 11:59:02,000 - mmdet - INFO - Epoch [48][350/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3688, loss_bbox: 0.3591, d0.loss_cls: 0.5749, d0.loss_bbox: 0.3785 d1.loss_cls: 0.3127, d1.loss_bbox: 0.5634 d2.loss_cls: 0.3114, d2.loss_bbox: 0.3099 d3.loss_cls: 0.5713, d3.loss_bbox: 0.4805 d4.loss_cls: 0.4968, d4.loss_bbox: 0.4905, loss: 4.2249, grad_norm: 51.3692
2024-03-24 20:30:07,404 - my_logger - INFO - 2024-03-29 12:01:02,000 - mmdet - INFO - Epoch [48][400/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5977, loss_bbox: 0.4946, d0.loss_cls: 0.5199, d0.loss_bbox: 0.4686 d1.loss_cls: 0.4762, d1.loss_bbox: 0.5192 d2.loss_cls: 0.4757, d2.loss_bbox: 0.3183 d3.loss_cls: 0.4945, d3.loss_bbox: 0.3615 d4.loss_cls: 0.4961, d4.loss_bbox: 0.3676, loss: 3.6401, grad_norm: 57.9289
2024-03-24 20:30:07,404 - my_logger - INFO - 2024-03-29 12:03:02,000 - mmdet - INFO - Epoch [48][450/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2829, loss_bbox: 0.4658, d0.loss_cls: 0.4563, d0.loss_bbox: 0.4689 d1.loss_cls: 0.5928, d1.loss_bbox: 0.4335 d2.loss_cls: 0.3182, d2.loss_bbox: 0.3304 d3.loss_cls: 0.3149, d3.loss_bbox: 0.3400 d4.loss_cls: 0.3407, d4.loss_bbox: 0.4832, loss: 3.8768, grad_norm: 55.5470
2024-03-24 20:30:07,405 - my_logger - INFO - 2024-03-29 12:05:02,000 - mmdet - INFO - Epoch [48][500/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4067, loss_bbox: 0.3803, d0.loss_cls: 0.3526, d0.loss_bbox: 0.5531 d1.loss_cls: 0.4058, d1.loss_bbox: 0.4785 d2.loss_cls: 0.5591, d2.loss_bbox: 0.5085 d3.loss_cls: 0.5762, d3.loss_bbox: 0.5003 d4.loss_cls: 0.3092, d4.loss_bbox: 0.4397, loss: 3.7049, grad_norm: 58.6205
2024-03-24 20:30:07,405 - my_logger - INFO - 2024-03-29 12:07:02,000 - mmdet - INFO - Epoch [48][550/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4133, loss_bbox: 0.5161, d0.loss_cls: 0.4536, d0.loss_bbox: 0.5219 d1.loss_cls: 0.5870, d1.loss_bbox: 0.5589 d2.loss_cls: 0.5772, d2.loss_bbox: 0.3279 d3.loss_cls: 0.3120, d3.loss_bbox: 0.5573 d4.loss_cls: 0.4296, d4.loss_bbox: 0.5441, loss: 4.9753, grad_norm: 51.5436
2024-03-24 20:30:07,405 - my_logger - INFO - 2024-03-29 12:09:02,000 - mmdet - INFO - Epoch [48][600/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5614, loss_bbox: 0.3996, d0.loss_cls: 0.3841, d0.loss_bbox: 0.4576 d1.loss_cls: 0.3939, d1.loss_bbox: 0.4462 d2.loss_cls: 0.3891, d2.loss_bbox: 0.4978 d3.loss_cls: 0.3519, d3.loss_bbox: 0.5653 d4.loss_cls: 0.4378, d4.loss_bbox: 0.5619, loss: 4.7503, grad_norm: 56.0870
2024-03-24 20:30:07,406 - my_logger - INFO - 2024-03-29 12:11:02,000 - mmdet - INFO - Epoch [48][650/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4700, loss_bbox: 0.5765, d0.loss_cls: 0.3540, d0.loss_bbox: 0.4142 d1.loss_cls: 0.4233, d1.loss_bbox: 0.3797 d2.loss_cls: 0.5970, d2.loss_bbox: 0.3006 d3.loss_cls: 0.3725, d3.loss_bbox: 0.3030 d4.loss_cls: 0.4271, d4.loss_bbox: 0.4888, loss: 3.5903, grad_norm: 58.2452
2024-03-24 20:30:07,406 - my_logger - INFO - 2024-03-29 12:13:02,000 - mmdet - INFO - Epoch [48][700/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3651, loss_bbox: 0.4010, d0.loss_cls: 0.4313, d0.loss_bbox: 0.4374 d1.loss_cls: 0.3981, d1.loss_bbox: 0.4603 d2.loss_cls: 0.4285, d2.loss_bbox: 0.3981 d3.loss_cls: 0.3629, d3.loss_bbox: 0.5247 d4.loss_cls: 0.4330, d4.loss_bbox: 0.4127, loss: 3.5046, grad_norm: 53.9177
2024-03-24 20:30:07,407 - my_logger - INFO - 2024-03-29 12:15:02,000 - mmdet - INFO - Epoch [48][750/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4536, loss_bbox: 0.4316, d0.loss_cls: 0.3911, d0.loss_bbox: 0.4915 d1.loss_cls: 0.5986, d1.loss_bbox: 0.5179 d2.loss_cls: 0.3217, d2.loss_bbox: 0.4899 d3.loss_cls: 0.5532, d3.loss_bbox: 0.4899 d4.loss_cls: 0.4815, d4.loss_bbox: 0.4863, loss: 4.9021, grad_norm: 52.5506
2024-03-24 20:30:07,408 - my_logger - INFO - 2024-03-29 12:17:02,000 - mmdet - INFO - Epoch [48][800/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5215, loss_bbox: 0.3012, d0.loss_cls: 0.4008, d0.loss_bbox: 0.3069 d1.loss_cls: 0.3622, d1.loss_bbox: 0.3127 d2.loss_cls: 0.5817, d2.loss_bbox: 0.4206 d3.loss_cls: 0.5636, d3.loss_bbox: 0.5292 d4.loss_cls: 0.5604, d4.loss_bbox: 0.5261, loss: 4.3834, grad_norm: 58.1948
2024-03-24 20:30:07,408 - my_logger - INFO - 2024-03-29 12:19:02,000 - mmdet - INFO - Epoch [48][850/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2921, loss_bbox: 0.4586, d0.loss_cls: 0.5067, d0.loss_bbox: 0.5400 d1.loss_cls: 0.5835, d1.loss_bbox: 0.3090 d2.loss_cls: 0.4031, d2.loss_bbox: 0.3153 d3.loss_cls: 0.4273, d3.loss_bbox: 0.5675 d4.loss_cls: 0.5781, d4.loss_bbox: 0.5612, loss: 4.3306, grad_norm: 55.7288
2024-03-24 20:30:07,409 - my_logger - INFO - 2024-03-29 12:21:02,000 - mmdet - INFO - Epoch [48][900/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3972, loss_bbox: 0.3008, d0.loss_cls: 0.5584, d0.loss_bbox: 0.3440 d1.loss_cls: 0.3937, d1.loss_bbox: 0.3395 d2.loss_cls: 0.4450, d2.loss_bbox: 0.4331 d3.loss_cls: 0.3891, d3.loss_bbox: 0.5365 d4.loss_cls: 0.5665, d4.loss_bbox: 0.3239, loss: 3.6976, grad_norm: 59.1028
2024-03-24 20:30:07,409 - my_logger - INFO - 2024-03-29 12:23:02,000 - mmdet - INFO - Epoch [48][950/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4342, loss_bbox: 0.3233, d0.loss_cls: 0.3461, d0.loss_bbox: 0.3083 d1.loss_cls: 0.3685, d1.loss_bbox: 0.4124 d2.loss_cls: 0.5978, d2.loss_bbox: 0.5816 d3.loss_cls: 0.3435, d3.loss_bbox: 0.5438 d4.loss_cls: 0.5710, d4.loss_bbox: 0.3178, loss: 4.8229, grad_norm: 56.3496
2024-03-24 20:30:07,410 - my_logger - INFO - 2024-03-29 12:25:02,000 - mmdet - INFO - Epoch [48][1000/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5285, loss_bbox: 0.4949, d0.loss_cls: 0.4689, d0.loss_bbox: 0.5392 d1.loss_cls: 0.5320, d1.loss_bbox: 0.5863 d2.loss_cls: 0.5511, d2.loss_bbox: 0.3990 d3.loss_cls: 0.4475, d3.loss_bbox: 0.3705 d4.loss_cls: 0.4274, d4.loss_bbox: 0.3943, loss: 3.5149, grad_norm: 55.7657
2024-03-24 20:30:07,410 - my_logger - INFO - 2024-03-29 12:27:02,000 - mmdet - INFO - Epoch [48][1050/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3422, loss_bbox: 0.4452, d0.loss_cls: 0.5901, d0.loss_bbox: 0.3459 d1.loss_cls: 0.4073, d1.loss_bbox: 0.4390 d2.loss_cls: 0.3304, d2.loss_bbox: 0.5958 d3.loss_cls: 0.3342, d3.loss_bbox: 0.3317 d4.loss_cls: 0.5536, d4.loss_bbox: 0.3594, loss: 3.8163, grad_norm: 53.2629
2024-03-24 20:30:07,412 - my_logger - INFO - 2024-03-29 12:29:02,000 - mmdet - INFO - Epoch [48][1100/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3783, loss_bbox: 0.3253, d0.loss_cls: 0.4392, d0.loss_bbox: 0.4262 d1.loss_cls: 0.4170, d1.loss_bbox: 0.5014 d2.loss_cls: 0.4147, d2.loss_bbox: 0.3804 d3.loss_cls: 0.5952, d3.loss_bbox: 0.5702 d4.loss_cls: 0.5430, d4.loss_bbox: 0.4962, loss: 3.7329, grad_norm: 52.3406
2024-03-24 20:30:07,412 - my_logger - INFO - 2024-03-29 12:31:02,000 - mmdet - INFO - Epoch [48][1150/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5859, loss_bbox: 0.4912, d0.loss_cls: 0.3538, d0.loss_bbox: 0.4328 d1.loss_cls: 0.5734, d1.loss_bbox: 0.5152 d2.loss_cls: 0.4106, d2.loss_bbox: 0.3613 d3.loss_cls: 0.4738, d3.loss_bbox: 0.3249 d4.loss_cls: 0.3087, d4.loss_bbox: 0.3844, loss: 4.6854, grad_norm: 55.1896
2024-03-24 20:30:07,413 - my_logger - INFO - 2024-03-29 12:33:02,000 - mmdet - INFO - Epoch [48][1200/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4768, loss_bbox: 0.4735, d0.loss_cls: 0.4922, d0.loss_bbox: 0.4186 d1.loss_cls: 0.4580, d1.loss_bbox: 0.3137 d2.loss_cls: 0.4707, d2.loss_bbox: 0.4317 d3.loss_cls: 0.4888, d3.loss_bbox: 0.3579 d4.loss_cls: 0.3510, d4.loss_bbox: 0.4398, loss: 4.8564, grad_norm: 51.9707
2024-03-24 20:30:07,413 - my_logger - INFO - 2024-03-29 12:35:02,000 - mmdet - INFO - Epoch [48][1250/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2531, loss_bbox: 0.5785, d0.loss_cls: 0.5380, d0.loss_bbox: 0.4919 d1.loss_cls: 0.5467, d1.loss_bbox: 0.4868 d2.loss_cls: 0.3527, d2.loss_bbox: 0.3693 d3.loss_cls: 0.4221, d3.loss_bbox: 0.3988 d4.loss_cls: 0.5792, d4.loss_bbox: 0.4985, loss: 3.9784, grad_norm: 53.4922
2024-03-24 20:30:07,414 - my_logger - INFO - 2024-03-29 12:37:02,000 - mmdet - INFO - Epoch [48][1300/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4012, loss_bbox: 0.3317, d0.loss_cls: 0.3233, d0.loss_bbox: 0.5549 d1.loss_cls: 0.4729, d1.loss_bbox: 0.3794 d2.loss_cls: 0.3561, d2.loss_bbox: 0.3386 d3.loss_cls: 0.4785, d3.loss_bbox: 0.5514 d4.loss_cls: 0.3040, d4.loss_bbox: 0.3261, loss: 4.7390, grad_norm: 57.0988
2024-03-24 20:30:07,414 - my_logger - INFO - 2024-03-29 12:39:02,000 - mmdet - INFO - Epoch [48][1350/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4450, loss_bbox: 0.3444, d0.loss_cls: 0.5939, d0.loss_bbox: 0.4500 d1.loss_cls: 0.3552, d1.loss_bbox: 0.5917 d2.loss_cls: 0.4626, d2.loss_bbox: 0.4021 d3.loss_cls: 0.4323, d3.loss_bbox: 0.5400 d4.loss_cls: 0.3009, d4.loss_bbox: 0.3334, loss: 4.0632, grad_norm: 54.8356
2024-03-24 20:30:07,414 - my_logger - INFO - 2024-03-29 12:41:02,000 - mmdet - INFO - Epoch [48][1400/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4525, loss_bbox: 0.5339, d0.loss_cls: 0.3717, d0.loss_bbox: 0.5213 d1.loss_cls: 0.3249, d1.loss_bbox: 0.3318 d2.loss_cls: 0.5598, d2.loss_bbox: 0.5997 d3.loss_cls: 0.4472, d3.loss_bbox: 0.4295 d4.loss_cls: 0.5389, d4.loss_bbox: 0.5153, loss: 3.5864, grad_norm: 54.6252
2024-03-24 20:30:07,415 - my_logger - INFO - 2024-03-29 12:43:02,000 - mmdet - INFO - Epoch [48][1450/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4452, loss_bbox: 0.3152, d0.loss_cls: 0.3942, d0.loss_bbox: 0.5313 d1.loss_cls: 0.4762, d1.loss_bbox: 0.4478 d2.loss_cls: 0.3877, d2.loss_bbox: 0.4715 d3.loss_cls: 0.3998, d3.loss_bbox: 0.5875 d4.loss_cls: 0.5241, d4.loss_bbox: 0.4984, loss: 3.5927, grad_norm: 56.1528
2024-03-24 20:30:07,415 - my_logger - INFO - 2024-03-29 12:45:02,000 - mmdet - INFO - Epoch [48][1500/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5859, loss_bbox: 0.4217, d0.loss_cls: 0.4150, d0.loss_bbox: 0.5315 d1.loss_cls: 0.5962, d1.loss_bbox: 0.3630 d2.loss_cls: 0.3911, d2.loss_bbox: 0.3843 d3.loss_cls: 0.5853, d3.loss_bbox: 0.4837 d4.loss_cls: 0.4635, d4.loss_bbox: 0.5078, loss: 3.8951, grad_norm: 57.2689
2024-03-24 20:30:07,415 - my_logger - INFO - 2024-03-29 12:47:02,000 - mmdet - INFO - Epoch [48][1550/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4990, loss_bbox: 0.4815, d0.loss_cls: 0.3271, d0.loss_bbox: 0.4668 d1.loss_cls: 0.5568, d1.loss_bbox: 0.3333 d2.loss_cls: 0.3647, d2.loss_bbox: 0.5415 d3.loss_cls: 0.5016, d3.loss_bbox: 0.3013 d4.loss_cls: 0.3513, d4.loss_bbox: 0.3166, loss: 4.4159, grad_norm: 56.7974
2024-03-24 20:30:07,416 - my_logger - INFO - 2024-03-29 12:49:02,000 - mmdet - INFO - Epoch [48][1600/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5981, loss_bbox: 0.4362, d0.loss_cls: 0.5646, d0.loss_bbox: 0.5734 d1.loss_cls: 0.3190, d1.loss_bbox: 0.3953 d2.loss_cls: 0.5036, d2.loss_bbox: 0.3183 d3.loss_cls: 0.4344, d3.loss_bbox: 0.4517 d4.loss_cls: 0.5022, d4.loss_bbox: 0.4311, loss: 4.6065, grad_norm: 50.8860
2024-03-24 20:30:07,416 - my_logger - INFO - 2024-03-29 12:51:02,000 - mmdet - INFO - Epoch [48][1650/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3690, loss_bbox: 0.4250, d0.loss_cls: 0.4013, d0.loss_bbox: 0.3650 d1.loss_cls: 0.5501, d1.loss_bbox: 0.3400 d2.loss_cls: 0.3529, d2.loss_bbox: 0.5774 d3.loss_cls: 0.3303, d3.loss_bbox: 0.3425 d4.loss_cls: 0.4180, d4.loss_bbox: 0.4957, loss: 4.1218, grad_norm: 52.9751
2024-03-24 20:30:07,417 - my_logger - INFO - 2024-03-29 12:53:02,000 - mmdet - INFO - Epoch [48][1700/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3697, loss_bbox: 0.3590, d0.loss_cls: 0.3640, d0.loss_bbox: 0.3124 d1.loss_cls: 0.3325, d1.loss_bbox: 0.5934 d2.loss_cls: 0.3443, d2.loss_bbox: 0.4953 d3.loss_cls: 0.3404, d3.loss_bbox: 0.4447 d4.loss_cls: 0.3694, d4.loss_bbox: 0.3730, loss: 4.1614, grad_norm: 53.3880
2024-03-24 20:30:07,419 - my_logger - INFO - 2024-03-29 12:55:02,000 - mmdet - INFO - Epoch [48][1750/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5350, loss_bbox: 0.3750, d0.loss_cls: 0.4957, d0.loss_bbox: 0.4471 d1.loss_cls: 0.3419, d1.loss_bbox: 0.5400 d2.loss_cls: 0.4411, d2.loss_bbox: 0.4132 d3.loss_cls: 0.3708, d3.loss_bbox: 0.3652 d4.loss_cls: 0.4688, d4.loss_bbox: 0.3070, loss: 4.3941, grad_norm: 50.2394
2024-03-24 20:30:07,419 - my_logger - INFO - 2024-03-29 12:57:02,000 - mmdet - INFO - Epoch [48][1800/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5323, loss_bbox: 0.5223, d0.loss_cls: 0.5050, d0.loss_bbox: 0.4450 d1.loss_cls: 0.4671, d1.loss_bbox: 0.3283 d2.loss_cls: 0.4562, d2.loss_bbox: 0.3535 d3.loss_cls: 0.4533, d3.loss_bbox: 0.3780 d4.loss_cls: 0.5502, d4.loss_bbox: 0.3196, loss: 4.1871, grad_norm: 53.6530
2024-03-24 20:30:07,420 - my_logger - INFO - 2024-03-29 12:59:02,000 - mmdet - INFO - Epoch [48][1850/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4831, loss_bbox: 0.4501, d0.loss_cls: 0.5680, d0.loss_bbox: 0.3971 d1.loss_cls: 0.5547, d1.loss_bbox: 0.4439 d2.loss_cls: 0.5263, d2.loss_bbox: 0.5827 d3.loss_cls: 0.4346, d3.loss_bbox: 0.5644 d4.loss_cls: 0.4227, d4.loss_bbox: 0.3290, loss: 3.9382, grad_norm: 54.2423
2024-03-24 20:30:07,420 - my_logger - INFO - 2024-03-29 13:01:02,000 - mmdet - INFO - Epoch [48][1900/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3680, loss_bbox: 0.3962, d0.loss_cls: 0.5646, d0.loss_bbox: 0.5118 d1.loss_cls: 0.4119, d1.loss_bbox: 0.4288 d2.loss_cls: 0.5748, d2.loss_bbox: 0.3953 d3.loss_cls: 0.4215, d3.loss_bbox: 0.4112 d4.loss_cls: 0.3835, d4.loss_bbox: 0.4050, loss: 4.2595, grad_norm: 56.6886
2024-03-24 20:30:07,421 - my_logger - INFO - 2024-03-29 13:03:02,000 - mmdet - INFO - Epoch [48][1950/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3987, loss_bbox: 0.4967, d0.loss_cls: 0.5282, d0.loss_bbox: 0.5791 d1.loss_cls: 0.3637, d1.loss_bbox: 0.3030 d2.loss_cls: 0.4872, d2.loss_bbox: 0.4543 d3.loss_cls: 0.3839, d3.loss_bbox: 0.4062 d4.loss_cls: 0.5967, d4.loss_bbox: 0.5769, loss: 4.6511, grad_norm: 53.2705
2024-03-24 20:30:07,421 - my_logger - INFO - 2024-03-29 13:05:02,000 - mmdet - INFO - Epoch [48][2000/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2620, loss_bbox: 0.3813, d0.loss_cls: 0.5094, d0.loss_bbox: 0.3897 d1.loss_cls: 0.3538, d1.loss_bbox: 0.5160 d2.loss_cls: 0.3288, d2.loss_bbox: 0.4865 d3.loss_cls: 0.3488, d3.loss_bbox: 0.4903 d4.loss_cls: 0.5285, d4.loss_bbox: 0.3076, loss: 4.4161, grad_norm: 51.1006
2024-03-24 20:30:07,422 - my_logger - INFO - 2024-03-29 13:07:02,000 - mmdet - INFO - Epoch [48][2050/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3166, loss_bbox: 0.3113, d0.loss_cls: 0.4753, d0.loss_bbox: 0.3663 d1.loss_cls: 0.4497, d1.loss_bbox: 0.3290 d2.loss_cls: 0.3185, d2.loss_bbox: 0.5345 d3.loss_cls: 0.5083, d3.loss_bbox: 0.5334 d4.loss_cls: 0.3483, d4.loss_bbox: 0.4436, loss: 4.5891, grad_norm: 57.5495
2024-03-24 20:30:07,422 - my_logger - INFO - 2024-03-29 13:09:02,000 - mmdet - INFO - Epoch [48][2100/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5876, loss_bbox: 0.5987, d0.loss_cls: 0.4389, d0.loss_bbox: 0.4080 d1.loss_cls: 0.3811, d1.loss_bbox: 0.4718 d2.loss_cls: 0.3322, d2.loss_bbox: 0.5897 d3.loss_cls: 0.5418, d3.loss_bbox: 0.3458 d4.loss_cls: 0.3274, d4.loss_bbox: 0.5039, loss: 4.0652, grad_norm: 56.2258
2024-03-24 20:30:07,422 - my_logger - INFO - 2024-03-29 13:11:02,000 - mmdet - INFO - Epoch [48][2150/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5808, loss_bbox: 0.3255, d0.loss_cls: 0.3164, d0.loss_bbox: 0.5467 d1.loss_cls: 0.3003, d1.loss_bbox: 0.5951 d2.loss_cls: 0.5446, d2.loss_bbox: 0.3302 d3.loss_cls: 0.3948, d3.loss_bbox: 0.3459 d4.loss_cls: 0.3506, d4.loss_bbox: 0.3810, loss: 3.9121, grad_norm: 56.1940
2024-03-24 20:30:07,430 - my_logger - INFO - 2024-03-29 13:13:02,000 - mmdet - INFO - Epoch [48][2200/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3894, loss_bbox: 0.5421, d0.loss_cls: 0.4144, d0.loss_bbox: 0.4967 d1.loss_cls: 0.3502, d1.loss_bbox: 0.3344 d2.loss_cls: 0.5851, d2.loss_bbox: 0.3048 d3.loss_cls: 0.3377, d3.loss_bbox: 0.5778 d4.loss_cls: 0.5143, d4.loss_bbox: 0.3592, loss: 3.8159, grad_norm: 53.0561
2024-03-24 20:30:07,430 - my_logger - INFO - 2024-03-29 13:15:02,000 - mmdet - INFO - Epoch [48][2250/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3616, loss_bbox: 0.4892, d0.loss_cls: 0.3037, d0.loss_bbox: 0.3166 d1.loss_cls: 0.5729, d1.loss_bbox: 0.3212 d2.loss_cls: 0.5826, d2.loss_bbox: 0.3155 d3.loss_cls: 0.3481, d3.loss_bbox: 0.3604 d4.loss_cls: 0.4599, d4.loss_bbox: 0.4195, loss: 4.0162, grad_norm: 51.6167
2024-03-24 20:30:07,431 - my_logger - INFO - 2024-03-29 13:17:02,000 - mmdet - INFO - Epoch [48][2300/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4597, loss_bbox: 0.5988, d0.loss_cls: 0.3244, d0.loss_bbox: 0.3109 d1.loss_cls: 0.4797, d1.loss_bbox: 0.5531 d2.loss_cls: 0.5379, d2.loss_bbox: 0.4214 d3.loss_cls: 0.5249, d3.loss_bbox: 0.4569 d4.loss_cls: 0.3251, d4.loss_bbox: 0.3762, loss: 4.2158, grad_norm: 56.2153
2024-03-24 20:30:07,431 - my_logger - INFO - 2024-03-29 13:19:02,000 - mmdet - INFO - Epoch [48][2350/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5637, loss_bbox: 0.4103, d0.loss_cls: 0.4556, d0.loss_bbox: 0.5134 d1.loss_cls: 0.4441, d1.loss_bbox: 0.5689 d2.loss_cls: 0.4601, d2.loss_bbox: 0.4134 d3.loss_cls: 0.5097, d3.loss_bbox: 0.4978 d4.loss_cls: 0.3721, d4.loss_bbox: 0.5386, loss: 4.2709, grad_norm: 52.7582
2024-03-24 20:30:07,431 - my_logger - INFO - 2024-03-29 13:21:02,000 - mmdet - INFO - Epoch [48][2400/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2507, loss_bbox: 0.5681, d0.loss_cls: 0.4722, d0.loss_bbox: 0.3928 d1.loss_cls: 0.3920, d1.loss_bbox: 0.4069 d2.loss_cls: 0.4384, d2.loss_bbox: 0.3813 d3.loss_cls: 0.5472, d3.loss_bbox: 0.3573 d4.loss_cls: 0.5194, d4.loss_bbox: 0.5651, loss: 4.2252, grad_norm: 50.3090
2024-03-24 20:30:07,432 - my_logger - INFO - 2024-03-29 13:23:02,000 - mmdet - INFO - Epoch [48][2450/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4189, loss_bbox: 0.3150, d0.loss_cls: 0.4125, d0.loss_bbox: 0.3316 d1.loss_cls: 0.3476, d1.loss_bbox: 0.3845 d2.loss_cls: 0.5632, d2.loss_bbox: 0.5651 d3.loss_cls: 0.3513, d3.loss_bbox: 0.4119 d4.loss_cls: 0.5877, d4.loss_bbox: 0.5351, loss: 4.8656, grad_norm: 51.5662
2024-03-24 20:30:07,432 - my_logger - INFO - 2024-03-29 13:25:02,000 - mmdet - INFO - Epoch [48][2500/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3884, loss_bbox: 0.5188, d0.loss_cls: 0.5399, d0.loss_bbox: 0.4728 d1.loss_cls: 0.3915, d1.loss_bbox: 0.3348 d2.loss_cls: 0.3707, d2.loss_bbox: 0.3989 d3.loss_cls: 0.5754, d3.loss_bbox: 0.4747 d4.loss_cls: 0.5144, d4.loss_bbox: 0.3192, loss: 3.7748, grad_norm: 55.4614
2024-03-24 20:30:07,433 - my_logger - INFO - 2024-03-29 13:27:02,000 - mmdet - INFO - Epoch [48][2550/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3099, loss_bbox: 0.5590, d0.loss_cls: 0.5076, d0.loss_bbox: 0.4202 d1.loss_cls: 0.5953, d1.loss_bbox: 0.5393 d2.loss_cls: 0.4813, d2.loss_bbox: 0.4771 d3.loss_cls: 0.3705, d3.loss_bbox: 0.4506 d4.loss_cls: 0.3624, d4.loss_bbox: 0.4117, loss: 4.9824, grad_norm: 54.1532
2024-03-24 20:30:07,433 - my_logger - INFO - 2024-03-29 13:29:02,000 - mmdet - INFO - Epoch [48][2600/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3474, loss_bbox: 0.4232, d0.loss_cls: 0.5059, d0.loss_bbox: 0.5068 d1.loss_cls: 0.3453, d1.loss_bbox: 0.5363 d2.loss_cls: 0.5740, d2.loss_bbox: 0.3920 d3.loss_cls: 0.3527, d3.loss_bbox: 0.3739 d4.loss_cls: 0.5167, d4.loss_bbox: 0.3960, loss: 3.9897, grad_norm: 51.6646
2024-03-24 20:30:07,434 - my_logger - INFO - 2024-03-29 13:31:02,000 - mmdet - INFO - Epoch [48][2650/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3160, loss_bbox: 0.5757, d0.loss_cls: 0.5093, d0.loss_bbox: 0.3049 d1.loss_cls: 0.4130, d1.loss_bbox: 0.5284 d2.loss_cls: 0.3758, d2.loss_bbox: 0.3418 d3.loss_cls: 0.3534, d3.loss_bbox: 0.4180 d4.loss_cls: 0.3655, d4.loss_bbox: 0.5081, loss: 4.8219, grad_norm: 53.8766
2024-03-24 20:30:07,434 - my_logger - INFO - 2024-03-29 13:33:02,000 - mmdet - INFO - Epoch [48][2700/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4443, loss_bbox: 0.3475, d0.loss_cls: 0.3468, d0.loss_bbox: 0.3824 d1.loss_cls: 0.5692, d1.loss_bbox: 0.5825 d2.loss_cls: 0.5115, d2.loss_bbox: 0.4930 d3.loss_cls: 0.3308, d3.loss_bbox: 0.3981 d4.loss_cls: 0.3791, d4.loss_bbox: 0.4394, loss: 3.8833, grad_norm: 56.8336
2024-03-24 20:30:07,434 - my_logger - INFO - 2024-03-29 13:35:02,000 - mmdet - INFO - Epoch [48][2750/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3656, loss_bbox: 0.4876, d0.loss_cls: 0.4914, d0.loss_bbox: 0.5983 d1.loss_cls: 0.5768, d1.loss_bbox: 0.5722 d2.loss_cls: 0.3134, d2.loss_bbox: 0.4878 d3.loss_cls: 0.3073, d3.loss_bbox: 0.4577 d4.loss_cls: 0.4272, d4.loss_bbox: 0.5471, loss: 4.6493, grad_norm: 53.2414
2024-03-24 20:30:07,435 - my_logger - INFO - 2024-03-29 13:37:02,000 - mmdet - INFO - Epoch [48][2800/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4631, loss_bbox: 0.4394, d0.loss_cls: 0.5846, d0.loss_bbox: 0.5627 d1.loss_cls: 0.3721, d1.loss_bbox: 0.4905 d2.loss_cls: 0.3204, d2.loss_bbox: 0.5262 d3.loss_cls: 0.3278, d3.loss_bbox: 0.5205 d4.loss_cls: 0.4461, d4.loss_bbox: 0.5360, loss: 3.7549, grad_norm: 52.4075
2024-03-24 20:30:07,435 - my_logger - INFO - 2024-03-29 13:39:02,000 - mmdet - INFO - Epoch [48][2850/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3300, loss_bbox: 0.4980, d0.loss_cls: 0.5882, d0.loss_bbox: 0.4087 d1.loss_cls: 0.3121, d1.loss_bbox: 0.5657 d2.loss_cls: 0.4356, d2.loss_bbox: 0.5368 d3.loss_cls: 0.3228, d3.loss_bbox: 0.4476 d4.loss_cls: 0.5217, d4.loss_bbox: 0.5242, loss: 4.8401, grad_norm: 55.9118
2024-03-24 20:30:07,436 - my_logger - INFO - 2024-03-29 13:41:02,000 - mmdet - INFO - Epoch [48][2900/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4602, loss_bbox: 0.3201, d0.loss_cls: 0.4861, d0.loss_bbox: 0.4354 d1.loss_cls: 0.3284, d1.loss_bbox: 0.3206 d2.loss_cls: 0.5234, d2.loss_bbox: 0.4615 d3.loss_cls: 0.3525, d3.loss_bbox: 0.5404 d4.loss_cls: 0.4691, d4.loss_bbox: 0.3579, loss: 4.5326, grad_norm: 57.2484
2024-03-24 20:30:07,436 - my_logger - INFO - 2024-03-29 13:43:02,000 - mmdet - INFO - Epoch [48][2950/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4010, loss_bbox: 0.4792, d0.loss_cls: 0.5304, d0.loss_bbox: 0.3673 d1.loss_cls: 0.3650, d1.loss_bbox: 0.5632 d2.loss_cls: 0.4829, d2.loss_bbox: 0.3122 d3.loss_cls: 0.5789, d3.loss_bbox: 0.4736 d4.loss_cls: 0.4983, d4.loss_bbox: 0.5448, loss: 3.8694, grad_norm: 55.7758
2024-03-24 20:30:07,436 - my_logger - INFO - 2024-03-29 13:45:02,000 - mmdet - INFO - Epoch [48][3000/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4618, loss_bbox: 0.3933, d0.loss_cls: 0.5898, d0.loss_bbox: 0.3202 d1.loss_cls: 0.5926, d1.loss_bbox: 0.4998 d2.loss_cls: 0.3793, d2.loss_bbox: 0.4195 d3.loss_cls: 0.3992, d3.loss_bbox: 0.3962 d4.loss_cls: 0.4692, d4.loss_bbox: 0.3929, loss: 3.8498, grad_norm: 58.9285
2024-03-24 20:30:07,437 - my_logger - INFO - 2024-03-29 13:47:02,000 - mmdet - INFO - Epoch [48][3050/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4307, loss_bbox: 0.4654, d0.loss_cls: 0.3098, d0.loss_bbox: 0.4002 d1.loss_cls: 0.5075, d1.loss_bbox: 0.5738 d2.loss_cls: 0.4568, d2.loss_bbox: 0.3666 d3.loss_cls: 0.3046, d3.loss_bbox: 0.5638 d4.loss_cls: 0.4382, d4.loss_bbox: 0.5551, loss: 3.9192, grad_norm: 57.3283
2024-03-24 20:30:07,437 - my_logger - INFO - 2024-03-29 13:49:02,000 - mmdet - INFO - Epoch [48][3100/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2916, loss_bbox: 0.5324, d0.loss_cls: 0.5750, d0.loss_bbox: 0.5942 d1.loss_cls: 0.3298, d1.loss_bbox: 0.5323 d2.loss_cls: 0.5019, d2.loss_bbox: 0.3175 d3.loss_cls: 0.5916, d3.loss_bbox: 0.4511 d4.loss_cls: 0.3272, d4.loss_bbox: 0.5336, loss: 4.6717, grad_norm: 57.0148
2024-03-24 20:30:07,438 - my_logger - INFO - 2024-03-29 13:51:02,000 - mmdet - INFO - Epoch [48][3150/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5578, loss_bbox: 0.3885, d0.loss_cls: 0.4320, d0.loss_bbox: 0.3977 d1.loss_cls: 0.5024, d1.loss_bbox: 0.5380 d2.loss_cls: 0.4463, d2.loss_bbox: 0.4358 d3.loss_cls: 0.4172, d3.loss_bbox: 0.5369 d4.loss_cls: 0.4570, d4.loss_bbox: 0.4593, loss: 4.1166, grad_norm: 57.9235
2024-03-24 20:30:07,447 - my_logger - INFO - 2024-03-29 13:53:02,000 - mmdet - INFO - Epoch [48][3200/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2688, loss_bbox: 0.3636, d0.loss_cls: 0.3339, d0.loss_bbox: 0.3082 d1.loss_cls: 0.5226, d1.loss_bbox: 0.3607 d2.loss_cls: 0.5919, d2.loss_bbox: 0.4662 d3.loss_cls: 0.5090, d3.loss_bbox: 0.3641 d4.loss_cls: 0.5008, d4.loss_bbox: 0.4017, loss: 3.9111, grad_norm: 59.6552
2024-03-24 20:30:07,447 - my_logger - INFO - 2024-03-29 13:55:02,000 - mmdet - INFO - Epoch [48][3250/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5238, loss_bbox: 0.3343, d0.loss_cls: 0.5093, d0.loss_bbox: 0.4887 d1.loss_cls: 0.5820, d1.loss_bbox: 0.3773 d2.loss_cls: 0.3722, d2.loss_bbox: 0.3379 d3.loss_cls: 0.5443, d3.loss_bbox: 0.5502 d4.loss_cls: 0.4715, d4.loss_bbox: 0.3223, loss: 4.9244, grad_norm: 50.6648
2024-03-24 20:30:07,448 - my_logger - INFO - 2024-03-29 13:57:02,000 - mmdet - INFO - Epoch [48][3300/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5789, loss_bbox: 0.4804, d0.loss_cls: 0.5739, d0.loss_bbox: 0.3082 d1.loss_cls: 0.3486, d1.loss_bbox: 0.5951 d2.loss_cls: 0.3716, d2.loss_bbox: 0.4678 d3.loss_cls: 0.3186, d3.loss_bbox: 0.3319 d4.loss_cls: 0.3454, d4.loss_bbox: 0.5925, loss: 4.8810, grad_norm: 57.9912
2024-03-24 20:30:07,448 - my_logger - INFO - 2024-03-29 13:59:02,000 - mmdet - INFO - Epoch [48][3350/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3796, loss_bbox: 0.4028, d0.loss_cls: 0.4773, d0.loss_bbox: 0.3721 d1.loss_cls: 0.4882, d1.loss_bbox: 0.5013 d2.loss_cls: 0.5021, d2.loss_bbox: 0.5896 d3.loss_cls: 0.4660, d3.loss_bbox: 0.5406 d4.loss_cls: 0.3768, d4.loss_bbox: 0.5731, loss: 4.3073, grad_norm: 50.9008
2024-03-24 20:30:07,449 - my_logger - INFO - 2024-03-29 14:01:02,000 - mmdet - INFO - Epoch [48][3400/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5973, loss_bbox: 0.4224, d0.loss_cls: 0.3566, d0.loss_bbox: 0.5136 d1.loss_cls: 0.5641, d1.loss_bbox: 0.3900 d2.loss_cls: 0.3853, d2.loss_bbox: 0.3112 d3.loss_cls: 0.5532, d3.loss_bbox: 0.3381 d4.loss_cls: 0.3947, d4.loss_bbox: 0.4367, loss: 3.5675, grad_norm: 59.1239
2024-03-24 20:30:07,449 - my_logger - INFO - 2024-03-29 14:03:02,000 - mmdet - INFO - Epoch [48][3450/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3448, loss_bbox: 0.4377, d0.loss_cls: 0.5951, d0.loss_bbox: 0.4938 d1.loss_cls: 0.5797, d1.loss_bbox: 0.4375 d2.loss_cls: 0.5483, d2.loss_bbox: 0.3080 d3.loss_cls: 0.5803, d3.loss_bbox: 0.4768 d4.loss_cls: 0.5861, d4.loss_bbox: 0.3344, loss: 4.3264, grad_norm: 57.0767
2024-03-24 20:30:07,449 - my_logger - INFO - 2024-03-29 14:05:02,000 - mmdet - INFO - Epoch [48][3500/3517][Batch size: 50]	lr: 5.031e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3046, loss_bbox: 0.3594, d0.loss_cls: 0.4170, d0.loss_bbox: 0.4979 d1.loss_cls: 0.3751, d1.loss_bbox: 0.3157 d2.loss_cls: 0.3202, d2.loss_bbox: 0.3772 d3.loss_cls: 0.4744, d3.loss_bbox: 0.3437 d4.loss_cls: 0.3251, d4.loss_bbox: 0.5993, loss: 4.8589, grad_norm: 55.7053
2024-03-24 20:30:07,450 - my_logger - INFO - 2024-03-29 14:07:02,000 - mmdet - INFO - Epoch [49][0/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4989, loss_bbox: 0.4622, d0.loss_cls: 0.3906, d0.loss_bbox: 0.3242 d1.loss_cls: 0.3660, d1.loss_bbox: 0.5039 d2.loss_cls: 0.4957, d2.loss_bbox: 0.5883 d3.loss_cls: 0.4417, d3.loss_bbox: 0.3516 d4.loss_cls: 0.4661, d4.loss_bbox: 0.3996, loss: 3.7073, grad_norm: 51.5711
2024-03-24 20:30:07,450 - my_logger - INFO - 2024-03-29 14:09:02,000 - mmdet - INFO - Epoch [49][50/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3255, loss_bbox: 0.3399, d0.loss_cls: 0.5723, d0.loss_bbox: 0.4220 d1.loss_cls: 0.4266, d1.loss_bbox: 0.3088 d2.loss_cls: 0.3333, d2.loss_bbox: 0.5914 d3.loss_cls: 0.3941, d3.loss_bbox: 0.5918 d4.loss_cls: 0.4671, d4.loss_bbox: 0.3368, loss: 3.7119, grad_norm: 55.5348
2024-03-24 20:30:07,451 - my_logger - INFO - 2024-03-29 14:11:02,000 - mmdet - INFO - Epoch [49][100/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5836, loss_bbox: 0.4320, d0.loss_cls: 0.4618, d0.loss_bbox: 0.5775 d1.loss_cls: 0.3872, d1.loss_bbox: 0.4820 d2.loss_cls: 0.5315, d2.loss_bbox: 0.4361 d3.loss_cls: 0.5125, d3.loss_bbox: 0.5167 d4.loss_cls: 0.4866, d4.loss_bbox: 0.5293, loss: 4.4493, grad_norm: 50.7772
2024-03-24 20:30:07,451 - my_logger - INFO - 2024-03-29 14:13:02,000 - mmdet - INFO - Epoch [49][150/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2759, loss_bbox: 0.5332, d0.loss_cls: 0.3956, d0.loss_bbox: 0.4787 d1.loss_cls: 0.5325, d1.loss_bbox: 0.3514 d2.loss_cls: 0.5880, d2.loss_bbox: 0.3474 d3.loss_cls: 0.4379, d3.loss_bbox: 0.5237 d4.loss_cls: 0.5413, d4.loss_bbox: 0.4762, loss: 3.8174, grad_norm: 55.1065
2024-03-24 20:30:07,451 - my_logger - INFO - 2024-03-29 14:15:02,000 - mmdet - INFO - Epoch [49][200/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4298, loss_bbox: 0.5251, d0.loss_cls: 0.3239, d0.loss_bbox: 0.4764 d1.loss_cls: 0.5114, d1.loss_bbox: 0.3061 d2.loss_cls: 0.4098, d2.loss_bbox: 0.5525 d3.loss_cls: 0.3601, d3.loss_bbox: 0.3735 d4.loss_cls: 0.3165, d4.loss_bbox: 0.5353, loss: 4.7695, grad_norm: 51.2269
2024-03-24 20:30:07,452 - my_logger - INFO - 2024-03-29 14:17:02,000 - mmdet - INFO - Epoch [49][250/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5027, loss_bbox: 0.5449, d0.loss_cls: 0.3562, d0.loss_bbox: 0.3611 d1.loss_cls: 0.4433, d1.loss_bbox: 0.5811 d2.loss_cls: 0.4508, d2.loss_bbox: 0.4654 d3.loss_cls: 0.5876, d3.loss_bbox: 0.4680 d4.loss_cls: 0.3230, d4.loss_bbox: 0.4912, loss: 4.1168, grad_norm: 54.3675
2024-03-24 20:30:07,452 - my_logger - INFO - 2024-03-29 14:19:02,000 - mmdet - INFO - Epoch [49][300/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5525, loss_bbox: 0.4716, d0.loss_cls: 0.4716, d0.loss_bbox: 0.5584 d1.loss_cls: 0.3385, d1.loss_bbox: 0.4192 d2.loss_cls: 0.5361, d2.loss_bbox: 0.4621 d3.loss_cls: 0.4374, d3.loss_bbox: 0.4390 d4.loss_cls: 0.5655, d4.loss_bbox: 0.4027, loss: 3.7126, grad_norm: 57.4858
2024-03-24 20:30:07,453 - my_logger - INFO - 2024-03-29 14:21:02,000 - mmdet - INFO - Epoch [49][350/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2875, loss_bbox: 0.5635, d0.loss_cls: 0.4569, d0.loss_bbox: 0.3918 d1.loss_cls: 0.5024, d1.loss_bbox: 0.4030 d2.loss_cls: 0.4081, d2.loss_bbox: 0.5107 d3.loss_cls: 0.3217, d3.loss_bbox: 0.5883 d4.loss_cls: 0.4405, d4.loss_bbox: 0.3911, loss: 4.6933, grad_norm: 54.8215
2024-03-24 20:30:07,453 - my_logger - INFO - 2024-03-29 14:23:02,000 - mmdet - INFO - Epoch [49][400/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3241, loss_bbox: 0.4306, d0.loss_cls: 0.3508, d0.loss_bbox: 0.5861 d1.loss_cls: 0.3161, d1.loss_bbox: 0.5586 d2.loss_cls: 0.5921, d2.loss_bbox: 0.3763 d3.loss_cls: 0.5460, d3.loss_bbox: 0.5058 d4.loss_cls: 0.4230, d4.loss_bbox: 0.4946, loss: 4.1586, grad_norm: 55.3917
2024-03-24 20:30:07,454 - my_logger - INFO - 2024-03-29 14:25:02,000 - mmdet - INFO - Epoch [49][450/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5567, loss_bbox: 0.3519, d0.loss_cls: 0.5237, d0.loss_bbox: 0.3431 d1.loss_cls: 0.5048, d1.loss_bbox: 0.3935 d2.loss_cls: 0.3051, d2.loss_bbox: 0.4375 d3.loss_cls: 0.4467, d3.loss_bbox: 0.5699 d4.loss_cls: 0.3308, d4.loss_bbox: 0.4998, loss: 4.3214, grad_norm: 52.5708
2024-03-24 20:30:07,454 - my_logger - INFO - 2024-03-29 14:27:02,000 - mmdet - INFO - Epoch [49][500/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2888, loss_bbox: 0.5032, d0.loss_cls: 0.4469, d0.loss_bbox: 0.5784 d1.loss_cls: 0.5054, d1.loss_bbox: 0.3296 d2.loss_cls: 0.5094, d2.loss_bbox: 0.3327 d3.loss_cls: 0.5498, d3.loss_bbox: 0.5642 d4.loss_cls: 0.4344, d4.loss_bbox: 0.5915, loss: 3.6513, grad_norm: 54.1085
2024-03-24 20:30:07,455 - my_logger - INFO - 2024-03-29 14:29:02,000 - mmdet - INFO - Epoch [49][550/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3147, loss_bbox: 0.5739, d0.loss_cls: 0.3316, d0.loss_bbox: 0.3417 d1.loss_cls: 0.3490, d1.loss_bbox: 0.3267 d2.loss_cls: 0.4900, d2.loss_bbox: 0.3596 d3.loss_cls: 0.3324, d3.loss_bbox: 0.3902 d4.loss_cls: 0.4087, d4.loss_bbox: 0.3941, loss: 4.0371, grad_norm: 50.7873
2024-03-24 20:30:07,455 - my_logger - INFO - 2024-03-29 14:31:02,000 - mmdet - INFO - Epoch [49][600/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4102, loss_bbox: 0.4299, d0.loss_cls: 0.4411, d0.loss_bbox: 0.3633 d1.loss_cls: 0.4421, d1.loss_bbox: 0.5947 d2.loss_cls: 0.4999, d2.loss_bbox: 0.5522 d3.loss_cls: 0.4711, d3.loss_bbox: 0.4903 d4.loss_cls: 0.3540, d4.loss_bbox: 0.4487, loss: 3.8520, grad_norm: 55.6307
2024-03-24 20:30:07,455 - my_logger - INFO - 2024-03-29 14:33:02,000 - mmdet - INFO - Epoch [49][650/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5081, loss_bbox: 0.3865, d0.loss_cls: 0.5982, d0.loss_bbox: 0.3920 d1.loss_cls: 0.4351, d1.loss_bbox: 0.4435 d2.loss_cls: 0.3448, d2.loss_bbox: 0.4508 d3.loss_cls: 0.5891, d3.loss_bbox: 0.4067 d4.loss_cls: 0.4643, d4.loss_bbox: 0.5670, loss: 4.3223, grad_norm: 57.9742
2024-03-24 20:30:07,456 - my_logger - INFO - 2024-03-29 14:35:02,000 - mmdet - INFO - Epoch [49][700/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2694, loss_bbox: 0.5132, d0.loss_cls: 0.3834, d0.loss_bbox: 0.5772 d1.loss_cls: 0.5982, d1.loss_bbox: 0.4031 d2.loss_cls: 0.3315, d2.loss_bbox: 0.3276 d3.loss_cls: 0.4290, d3.loss_bbox: 0.5679 d4.loss_cls: 0.4919, d4.loss_bbox: 0.5533, loss: 4.1563, grad_norm: 53.7866
2024-03-24 20:30:07,456 - my_logger - INFO - 2024-03-29 14:37:02,000 - mmdet - INFO - Epoch [49][750/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3518, loss_bbox: 0.4546, d0.loss_cls: 0.3833, d0.loss_bbox: 0.5674 d1.loss_cls: 0.5289, d1.loss_bbox: 0.5009 d2.loss_cls: 0.3120, d2.loss_bbox: 0.3637 d3.loss_cls: 0.3333, d3.loss_bbox: 0.5676 d4.loss_cls: 0.4568, d4.loss_bbox: 0.5701, loss: 4.9186, grad_norm: 54.8016
2024-03-24 20:30:07,456 - my_logger - INFO - 2024-03-29 14:39:02,000 - mmdet - INFO - Epoch [49][800/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5256, loss_bbox: 0.5909, d0.loss_cls: 0.4258, d0.loss_bbox: 0.3365 d1.loss_cls: 0.4001, d1.loss_bbox: 0.5754 d2.loss_cls: 0.4611, d2.loss_bbox: 0.3210 d3.loss_cls: 0.4799, d3.loss_bbox: 0.5060 d4.loss_cls: 0.5953, d4.loss_bbox: 0.5050, loss: 3.7329, grad_norm: 57.9277
2024-03-24 20:30:07,457 - my_logger - INFO - 2024-03-29 14:41:02,000 - mmdet - INFO - Epoch [49][850/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2520, loss_bbox: 0.3926, d0.loss_cls: 0.4177, d0.loss_bbox: 0.4808 d1.loss_cls: 0.3682, d1.loss_bbox: 0.5566 d2.loss_cls: 0.3715, d2.loss_bbox: 0.4720 d3.loss_cls: 0.4010, d3.loss_bbox: 0.4252 d4.loss_cls: 0.3957, d4.loss_bbox: 0.5724, loss: 4.9256, grad_norm: 53.3090
2024-03-24 20:30:07,457 - my_logger - INFO - 2024-03-29 14:43:02,000 - mmdet - INFO - Epoch [49][900/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4342, loss_bbox: 0.3150, d0.loss_cls: 0.5591, d0.loss_bbox: 0.3661 d1.loss_cls: 0.3986, d1.loss_bbox: 0.3770 d2.loss_cls: 0.3494, d2.loss_bbox: 0.5975 d3.loss_cls: 0.3326, d3.loss_bbox: 0.3291 d4.loss_cls: 0.5863, d4.loss_bbox: 0.5448, loss: 3.5683, grad_norm: 56.8935
2024-03-24 20:30:07,458 - my_logger - INFO - 2024-03-29 14:45:02,000 - mmdet - INFO - Epoch [49][950/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4594, loss_bbox: 0.3687, d0.loss_cls: 0.3086, d0.loss_bbox: 0.5880 d1.loss_cls: 0.3279, d1.loss_bbox: 0.4472 d2.loss_cls: 0.5076, d2.loss_bbox: 0.4299 d3.loss_cls: 0.3282, d3.loss_bbox: 0.3619 d4.loss_cls: 0.4813, d4.loss_bbox: 0.4655, loss: 4.9444, grad_norm: 57.1948
2024-03-24 20:30:07,458 - my_logger - INFO - 2024-03-29 14:47:02,000 - mmdet - INFO - Epoch [49][1000/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4685, loss_bbox: 0.3438, d0.loss_cls: 0.3274, d0.loss_bbox: 0.4836 d1.loss_cls: 0.4885, d1.loss_bbox: 0.3766 d2.loss_cls: 0.5268, d2.loss_bbox: 0.4932 d3.loss_cls: 0.5854, d3.loss_bbox: 0.3187 d4.loss_cls: 0.4438, d4.loss_bbox: 0.4665, loss: 3.5420, grad_norm: 57.6815
2024-03-24 20:30:07,458 - my_logger - INFO - 2024-03-29 14:49:02,000 - mmdet - INFO - Epoch [49][1050/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2862, loss_bbox: 0.3605, d0.loss_cls: 0.3352, d0.loss_bbox: 0.3007 d1.loss_cls: 0.5191, d1.loss_bbox: 0.4082 d2.loss_cls: 0.3262, d2.loss_bbox: 0.3201 d3.loss_cls: 0.4365, d3.loss_bbox: 0.5557 d4.loss_cls: 0.3669, d4.loss_bbox: 0.3532, loss: 3.8719, grad_norm: 59.9201
2024-03-24 20:30:07,459 - my_logger - INFO - 2024-03-29 14:51:02,000 - mmdet - INFO - Epoch [49][1100/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3901, loss_bbox: 0.3602, d0.loss_cls: 0.3834, d0.loss_bbox: 0.3126 d1.loss_cls: 0.3831, d1.loss_bbox: 0.3832 d2.loss_cls: 0.5885, d2.loss_bbox: 0.4799 d3.loss_cls: 0.4780, d3.loss_bbox: 0.3871 d4.loss_cls: 0.4061, d4.loss_bbox: 0.3506, loss: 4.0232, grad_norm: 53.7367
2024-03-24 20:30:07,459 - my_logger - INFO - 2024-03-29 14:53:02,000 - mmdet - INFO - Epoch [49][1150/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3514, loss_bbox: 0.5644, d0.loss_cls: 0.4136, d0.loss_bbox: 0.3494 d1.loss_cls: 0.3065, d1.loss_bbox: 0.5723 d2.loss_cls: 0.5441, d2.loss_bbox: 0.3160 d3.loss_cls: 0.5219, d3.loss_bbox: 0.3700 d4.loss_cls: 0.3527, d4.loss_bbox: 0.3912, loss: 4.2152, grad_norm: 56.9146
2024-03-24 20:30:07,460 - my_logger - INFO - 2024-03-29 14:55:02,000 - mmdet - INFO - Epoch [49][1200/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5418, loss_bbox: 0.4166, d0.loss_cls: 0.3870, d0.loss_bbox: 0.4328 d1.loss_cls: 0.5561, d1.loss_bbox: 0.4546 d2.loss_cls: 0.4460, d2.loss_bbox: 0.3351 d3.loss_cls: 0.3997, d3.loss_bbox: 0.4207 d4.loss_cls: 0.3793, d4.loss_bbox: 0.3426, loss: 4.6768, grad_norm: 59.2390
2024-03-24 20:30:07,464 - my_logger - INFO - 2024-03-29 14:57:02,000 - mmdet - INFO - Epoch [49][1250/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3714, loss_bbox: 0.5637, d0.loss_cls: 0.5314, d0.loss_bbox: 0.3255 d1.loss_cls: 0.3609, d1.loss_bbox: 0.5467 d2.loss_cls: 0.3320, d2.loss_bbox: 0.3469 d3.loss_cls: 0.3452, d3.loss_bbox: 0.4732 d4.loss_cls: 0.4068, d4.loss_bbox: 0.4876, loss: 4.1457, grad_norm: 54.1800
2024-03-24 20:30:07,464 - my_logger - INFO - 2024-03-29 14:59:02,000 - mmdet - INFO - Epoch [49][1300/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5725, loss_bbox: 0.5715, d0.loss_cls: 0.3619, d0.loss_bbox: 0.4823 d1.loss_cls: 0.5579, d1.loss_bbox: 0.4414 d2.loss_cls: 0.5392, d2.loss_bbox: 0.3631 d3.loss_cls: 0.3656, d3.loss_bbox: 0.3687 d4.loss_cls: 0.3594, d4.loss_bbox: 0.5409, loss: 3.6491, grad_norm: 53.4753
2024-03-24 20:30:07,465 - my_logger - INFO - 2024-03-29 15:01:02,000 - mmdet - INFO - Epoch [49][1350/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3075, loss_bbox: 0.3901, d0.loss_cls: 0.3211, d0.loss_bbox: 0.3083 d1.loss_cls: 0.5575, d1.loss_bbox: 0.5250 d2.loss_cls: 0.5530, d2.loss_bbox: 0.3662 d3.loss_cls: 0.3419, d3.loss_bbox: 0.5517 d4.loss_cls: 0.3408, d4.loss_bbox: 0.4634, loss: 4.0601, grad_norm: 59.0045
2024-03-24 20:30:07,465 - my_logger - INFO - 2024-03-29 15:03:02,000 - mmdet - INFO - Epoch [49][1400/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5919, loss_bbox: 0.3820, d0.loss_cls: 0.3625, d0.loss_bbox: 0.4838 d1.loss_cls: 0.4206, d1.loss_bbox: 0.4302 d2.loss_cls: 0.3511, d2.loss_bbox: 0.5320 d3.loss_cls: 0.3685, d3.loss_bbox: 0.3692 d4.loss_cls: 0.5312, d4.loss_bbox: 0.5708, loss: 3.9653, grad_norm: 56.0419
2024-03-24 20:30:07,465 - my_logger - INFO - 2024-03-29 15:05:02,000 - mmdet - INFO - Epoch [49][1450/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5799, loss_bbox: 0.4469, d0.loss_cls: 0.4441, d0.loss_bbox: 0.4626 d1.loss_cls: 0.3972, d1.loss_bbox: 0.5363 d2.loss_cls: 0.4893, d2.loss_bbox: 0.5260 d3.loss_cls: 0.5217, d3.loss_bbox: 0.5534 d4.loss_cls: 0.5031, d4.loss_bbox: 0.4260, loss: 4.0473, grad_norm: 59.2613
2024-03-24 20:30:07,466 - my_logger - INFO - 2024-03-29 15:07:02,000 - mmdet - INFO - Epoch [49][1500/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3130, loss_bbox: 0.4360, d0.loss_cls: 0.5215, d0.loss_bbox: 0.3632 d1.loss_cls: 0.3158, d1.loss_bbox: 0.4535 d2.loss_cls: 0.4924, d2.loss_bbox: 0.4022 d3.loss_cls: 0.3589, d3.loss_bbox: 0.3708 d4.loss_cls: 0.3938, d4.loss_bbox: 0.5211, loss: 4.8529, grad_norm: 56.2378
2024-03-24 20:30:07,466 - my_logger - INFO - 2024-03-29 15:09:02,000 - mmdet - INFO - Epoch [49][1550/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3204, loss_bbox: 0.4610, d0.loss_cls: 0.4144, d0.loss_bbox: 0.3778 d1.loss_cls: 0.5102, d1.loss_bbox: 0.5883 d2.loss_cls: 0.4840, d2.loss_bbox: 0.3241 d3.loss_cls: 0.5412, d3.loss_bbox: 0.5070 d4.loss_cls: 0.4096, d4.loss_bbox: 0.5588, loss: 4.5782, grad_norm: 56.4197
2024-03-24 20:30:07,466 - my_logger - INFO - 2024-03-29 15:11:02,000 - mmdet - INFO - Epoch [49][1600/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4545, loss_bbox: 0.5807, d0.loss_cls: 0.5268, d0.loss_bbox: 0.5765 d1.loss_cls: 0.4677, d1.loss_bbox: 0.3777 d2.loss_cls: 0.3821, d2.loss_bbox: 0.5213 d3.loss_cls: 0.3943, d3.loss_bbox: 0.4889 d4.loss_cls: 0.4260, d4.loss_bbox: 0.3258, loss: 4.3521, grad_norm: 59.4156
2024-03-24 20:30:07,467 - my_logger - INFO - 2024-03-29 15:13:02,000 - mmdet - INFO - Epoch [49][1650/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4978, loss_bbox: 0.5920, d0.loss_cls: 0.4737, d0.loss_bbox: 0.3789 d1.loss_cls: 0.5421, d1.loss_bbox: 0.4003 d2.loss_cls: 0.3954, d2.loss_bbox: 0.4092 d3.loss_cls: 0.3868, d3.loss_bbox: 0.5079 d4.loss_cls: 0.3545, d4.loss_bbox: 0.3215, loss: 4.4895, grad_norm: 55.7392
2024-03-24 20:30:07,467 - my_logger - INFO - 2024-03-29 15:15:02,000 - mmdet - INFO - Epoch [49][1700/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3671, loss_bbox: 0.4530, d0.loss_cls: 0.3435, d0.loss_bbox: 0.4500 d1.loss_cls: 0.4499, d1.loss_bbox: 0.3128 d2.loss_cls: 0.5429, d2.loss_bbox: 0.3271 d3.loss_cls: 0.4553, d3.loss_bbox: 0.4142 d4.loss_cls: 0.5675, d4.loss_bbox: 0.4003, loss: 3.9666, grad_norm: 54.4616
2024-03-24 20:30:07,468 - my_logger - INFO - 2024-03-29 15:17:02,000 - mmdet - INFO - Epoch [49][1750/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4211, loss_bbox: 0.3250, d0.loss_cls: 0.3958, d0.loss_bbox: 0.4195 d1.loss_cls: 0.3334, d1.loss_bbox: 0.5503 d2.loss_cls: 0.5056, d2.loss_bbox: 0.3679 d3.loss_cls: 0.5669, d3.loss_bbox: 0.3811 d4.loss_cls: 0.3334, d4.loss_bbox: 0.5174, loss: 3.5154, grad_norm: 54.9052
2024-03-24 20:30:07,468 - my_logger - INFO - 2024-03-29 15:19:02,000 - mmdet - INFO - Epoch [49][1800/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4033, loss_bbox: 0.4296, d0.loss_cls: 0.5530, d0.loss_bbox: 0.5445 d1.loss_cls: 0.4465, d1.loss_bbox: 0.4618 d2.loss_cls: 0.3806, d2.loss_bbox: 0.3754 d3.loss_cls: 0.4377, d3.loss_bbox: 0.3493 d4.loss_cls: 0.5014, d4.loss_bbox: 0.3078, loss: 4.0509, grad_norm: 52.7654
2024-03-24 20:30:07,468 - my_logger - INFO - 2024-03-29 15:21:02,000 - mmdet - INFO - Epoch [49][1850/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5981, loss_bbox: 0.3700, d0.loss_cls: 0.3066, d0.loss_bbox: 0.5481 d1.loss_cls: 0.3282, d1.loss_bbox: 0.3950 d2.loss_cls: 0.3480, d2.loss_bbox: 0.3380 d3.loss_cls: 0.3343, d3.loss_bbox: 0.5570 d4.loss_cls: 0.4377, d4.loss_bbox: 0.3805, loss: 4.0071, grad_norm: 58.2599
2024-03-24 20:30:07,469 - my_logger - INFO - 2024-03-29 15:23:02,000 - mmdet - INFO - Epoch [49][1900/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4129, loss_bbox: 0.3737, d0.loss_cls: 0.5512, d0.loss_bbox: 0.5648 d1.loss_cls: 0.4431, d1.loss_bbox: 0.3670 d2.loss_cls: 0.5837, d2.loss_bbox: 0.5140 d3.loss_cls: 0.5739, d3.loss_bbox: 0.5715 d4.loss_cls: 0.4983, d4.loss_bbox: 0.3385, loss: 4.0451, grad_norm: 58.3846
2024-03-24 20:30:07,475 - my_logger - INFO - 2024-03-29 15:25:02,000 - mmdet - INFO - Epoch [49][1950/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5585, loss_bbox: 0.5429, d0.loss_cls: 0.4991, d0.loss_bbox: 0.3592 d1.loss_cls: 0.3552, d1.loss_bbox: 0.5053 d2.loss_cls: 0.5042, d2.loss_bbox: 0.4641 d3.loss_cls: 0.3994, d3.loss_bbox: 0.5482 d4.loss_cls: 0.4357, d4.loss_bbox: 0.4367, loss: 4.7917, grad_norm: 58.4597
2024-03-24 20:30:07,476 - my_logger - INFO - 2024-03-29 15:27:02,000 - mmdet - INFO - Epoch [49][2000/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3251, loss_bbox: 0.3304, d0.loss_cls: 0.4406, d0.loss_bbox: 0.5253 d1.loss_cls: 0.3704, d1.loss_bbox: 0.4576 d2.loss_cls: 0.5294, d2.loss_bbox: 0.3449 d3.loss_cls: 0.5076, d3.loss_bbox: 0.4634 d4.loss_cls: 0.5568, d4.loss_bbox: 0.3016, loss: 3.9235, grad_norm: 55.6188
2024-03-24 20:30:07,476 - my_logger - INFO - 2024-03-29 15:29:02,000 - mmdet - INFO - Epoch [49][2050/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3712, loss_bbox: 0.5638, d0.loss_cls: 0.3361, d0.loss_bbox: 0.4879 d1.loss_cls: 0.3160, d1.loss_bbox: 0.5504 d2.loss_cls: 0.4357, d2.loss_bbox: 0.3712 d3.loss_cls: 0.5332, d3.loss_bbox: 0.5612 d4.loss_cls: 0.4235, d4.loss_bbox: 0.4719, loss: 3.5706, grad_norm: 58.4209
2024-03-24 20:30:07,476 - my_logger - INFO - 2024-03-29 15:31:02,000 - mmdet - INFO - Epoch [49][2100/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5677, loss_bbox: 0.3010, d0.loss_cls: 0.4944, d0.loss_bbox: 0.3408 d1.loss_cls: 0.5025, d1.loss_bbox: 0.5246 d2.loss_cls: 0.5313, d2.loss_bbox: 0.3801 d3.loss_cls: 0.5983, d3.loss_bbox: 0.5315 d4.loss_cls: 0.5892, d4.loss_bbox: 0.4196, loss: 4.2439, grad_norm: 58.5636
2024-03-24 20:30:07,477 - my_logger - INFO - 2024-03-29 15:33:02,000 - mmdet - INFO - Epoch [49][2150/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3029, loss_bbox: 0.4315, d0.loss_cls: 0.4170, d0.loss_bbox: 0.3061 d1.loss_cls: 0.3188, d1.loss_bbox: 0.3351 d2.loss_cls: 0.3011, d2.loss_bbox: 0.5299 d3.loss_cls: 0.4711, d3.loss_bbox: 0.4668 d4.loss_cls: 0.3088, d4.loss_bbox: 0.3533, loss: 4.4026, grad_norm: 55.7864
2024-03-24 20:30:07,477 - my_logger - INFO - 2024-03-29 15:35:02,000 - mmdet - INFO - Epoch [49][2200/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4451, loss_bbox: 0.5189, d0.loss_cls: 0.5365, d0.loss_bbox: 0.3483 d1.loss_cls: 0.5532, d1.loss_bbox: 0.4154 d2.loss_cls: 0.5381, d2.loss_bbox: 0.5066 d3.loss_cls: 0.4381, d3.loss_bbox: 0.5778 d4.loss_cls: 0.5138, d4.loss_bbox: 0.5725, loss: 4.1216, grad_norm: 53.1631
2024-03-24 20:30:07,478 - my_logger - INFO - 2024-03-29 15:37:02,000 - mmdet - INFO - Epoch [49][2250/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3232, loss_bbox: 0.4842, d0.loss_cls: 0.3792, d0.loss_bbox: 0.5747 d1.loss_cls: 0.5040, d1.loss_bbox: 0.3898 d2.loss_cls: 0.3741, d2.loss_bbox: 0.5686 d3.loss_cls: 0.5455, d3.loss_bbox: 0.5446 d4.loss_cls: 0.4783, d4.loss_bbox: 0.4306, loss: 4.7574, grad_norm: 57.2023
2024-03-24 20:30:07,478 - my_logger - INFO - 2024-03-29 15:39:02,000 - mmdet - INFO - Epoch [49][2300/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5168, loss_bbox: 0.3573, d0.loss_cls: 0.5404, d0.loss_bbox: 0.3392 d1.loss_cls: 0.5526, d1.loss_bbox: 0.5982 d2.loss_cls: 0.4654, d2.loss_bbox: 0.4380 d3.loss_cls: 0.3363, d3.loss_bbox: 0.4397 d4.loss_cls: 0.3817, d4.loss_bbox: 0.4771, loss: 4.9080, grad_norm: 50.3977
2024-03-24 20:30:07,479 - my_logger - INFO - 2024-03-29 15:41:02,000 - mmdet - INFO - Epoch [49][2350/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5425, loss_bbox: 0.3951, d0.loss_cls: 0.4209, d0.loss_bbox: 0.3700 d1.loss_cls: 0.5477, d1.loss_bbox: 0.3761 d2.loss_cls: 0.3502, d2.loss_bbox: 0.5754 d3.loss_cls: 0.3755, d3.loss_bbox: 0.4269 d4.loss_cls: 0.5316, d4.loss_bbox: 0.3071, loss: 4.9822, grad_norm: 50.4676
2024-03-24 20:30:07,479 - my_logger - INFO - 2024-03-29 15:43:02,000 - mmdet - INFO - Epoch [49][2400/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3509, loss_bbox: 0.3250, d0.loss_cls: 0.5932, d0.loss_bbox: 0.5380 d1.loss_cls: 0.4086, d1.loss_bbox: 0.3843 d2.loss_cls: 0.3026, d2.loss_bbox: 0.4257 d3.loss_cls: 0.3183, d3.loss_bbox: 0.4219 d4.loss_cls: 0.4263, d4.loss_bbox: 0.3908, loss: 3.9037, grad_norm: 53.6975
2024-03-24 20:30:07,480 - my_logger - INFO - 2024-03-29 15:45:02,000 - mmdet - INFO - Epoch [49][2450/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4435, loss_bbox: 0.4190, d0.loss_cls: 0.3138, d0.loss_bbox: 0.4107 d1.loss_cls: 0.4446, d1.loss_bbox: 0.5070 d2.loss_cls: 0.4927, d2.loss_bbox: 0.5862 d3.loss_cls: 0.5032, d3.loss_bbox: 0.3059 d4.loss_cls: 0.3286, d4.loss_bbox: 0.4556, loss: 4.7886, grad_norm: 56.2528
2024-03-24 20:30:07,480 - my_logger - INFO - 2024-03-29 15:47:02,000 - mmdet - INFO - Epoch [49][2500/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4399, loss_bbox: 0.4301, d0.loss_cls: 0.3692, d0.loss_bbox: 0.3200 d1.loss_cls: 0.3777, d1.loss_bbox: 0.4791 d2.loss_cls: 0.5218, d2.loss_bbox: 0.5606 d3.loss_cls: 0.3104, d3.loss_bbox: 0.5736 d4.loss_cls: 0.3397, d4.loss_bbox: 0.5204, loss: 4.3733, grad_norm: 58.5606
2024-03-24 20:30:07,480 - my_logger - INFO - 2024-03-29 15:49:02,000 - mmdet - INFO - Epoch [49][2550/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4023, loss_bbox: 0.3835, d0.loss_cls: 0.4660, d0.loss_bbox: 0.5560 d1.loss_cls: 0.5569, d1.loss_bbox: 0.3653 d2.loss_cls: 0.5356, d2.loss_bbox: 0.3534 d3.loss_cls: 0.4301, d3.loss_bbox: 0.4714 d4.loss_cls: 0.5863, d4.loss_bbox: 0.4199, loss: 4.4223, grad_norm: 52.9631
2024-03-24 20:30:07,481 - my_logger - INFO - 2024-03-29 15:51:02,000 - mmdet - INFO - Epoch [49][2600/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3460, loss_bbox: 0.3073, d0.loss_cls: 0.4179, d0.loss_bbox: 0.4754 d1.loss_cls: 0.5756, d1.loss_bbox: 0.5940 d2.loss_cls: 0.3540, d2.loss_bbox: 0.4784 d3.loss_cls: 0.5149, d3.loss_bbox: 0.5798 d4.loss_cls: 0.5505, d4.loss_bbox: 0.4577, loss: 4.3308, grad_norm: 51.2457
2024-03-24 20:30:07,481 - my_logger - INFO - 2024-03-29 15:53:02,000 - mmdet - INFO - Epoch [49][2650/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2847, loss_bbox: 0.4284, d0.loss_cls: 0.3204, d0.loss_bbox: 0.4059 d1.loss_cls: 0.5934, d1.loss_bbox: 0.5995 d2.loss_cls: 0.3041, d2.loss_bbox: 0.3835 d3.loss_cls: 0.4895, d3.loss_bbox: 0.3817 d4.loss_cls: 0.4776, d4.loss_bbox: 0.5149, loss: 4.5298, grad_norm: 53.9069
2024-03-24 20:30:07,481 - my_logger - INFO - 2024-03-29 15:55:02,000 - mmdet - INFO - Epoch [49][2700/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3505, loss_bbox: 0.5446, d0.loss_cls: 0.5398, d0.loss_bbox: 0.4771 d1.loss_cls: 0.5802, d1.loss_bbox: 0.4525 d2.loss_cls: 0.3156, d2.loss_bbox: 0.5892 d3.loss_cls: 0.3209, d3.loss_bbox: 0.3916 d4.loss_cls: 0.4025, d4.loss_bbox: 0.5576, loss: 3.7049, grad_norm: 55.4759
2024-03-24 20:30:07,482 - my_logger - INFO - 2024-03-29 15:57:02,000 - mmdet - INFO - Epoch [49][2750/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4163, loss_bbox: 0.3021, d0.loss_cls: 0.4785, d0.loss_bbox: 0.3526 d1.loss_cls: 0.5784, d1.loss_bbox: 0.5808 d2.loss_cls: 0.3839, d2.loss_bbox: 0.4062 d3.loss_cls: 0.4949, d3.loss_bbox: 0.5949 d4.loss_cls: 0.3277, d4.loss_bbox: 0.5868, loss: 3.6259, grad_norm: 50.7616
2024-03-24 20:30:07,482 - my_logger - INFO - 2024-03-29 15:59:02,000 - mmdet - INFO - Epoch [49][2800/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4345, loss_bbox: 0.5809, d0.loss_cls: 0.5473, d0.loss_bbox: 0.3438 d1.loss_cls: 0.3237, d1.loss_bbox: 0.4062 d2.loss_cls: 0.5074, d2.loss_bbox: 0.4263 d3.loss_cls: 0.5965, d3.loss_bbox: 0.3393 d4.loss_cls: 0.4039, d4.loss_bbox: 0.5258, loss: 4.1300, grad_norm: 53.8218
2024-03-24 20:30:07,482 - my_logger - INFO - 2024-03-29 16:01:02,000 - mmdet - INFO - Epoch [49][2850/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5539, loss_bbox: 0.3663, d0.loss_cls: 0.5910, d0.loss_bbox: 0.4650 d1.loss_cls: 0.4290, d1.loss_bbox: 0.3207 d2.loss_cls: 0.5781, d2.loss_bbox: 0.5594 d3.loss_cls: 0.5901, d3.loss_bbox: 0.3697 d4.loss_cls: 0.3318, d4.loss_bbox: 0.3963, loss: 3.6766, grad_norm: 58.6121
2024-03-24 20:30:07,483 - my_logger - INFO - 2024-03-29 16:03:02,000 - mmdet - INFO - Epoch [49][2900/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5150, loss_bbox: 0.3015, d0.loss_cls: 0.4980, d0.loss_bbox: 0.5415 d1.loss_cls: 0.5942, d1.loss_bbox: 0.3248 d2.loss_cls: 0.4286, d2.loss_bbox: 0.3598 d3.loss_cls: 0.3998, d3.loss_bbox: 0.4888 d4.loss_cls: 0.5929, d4.loss_bbox: 0.4854, loss: 4.0389, grad_norm: 57.9318
2024-03-24 20:30:07,483 - my_logger - INFO - 2024-03-29 16:05:02,000 - mmdet - INFO - Epoch [49][2950/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4476, loss_bbox: 0.3574, d0.loss_cls: 0.3085, d0.loss_bbox: 0.4684 d1.loss_cls: 0.4438, d1.loss_bbox: 0.4307 d2.loss_cls: 0.3158, d2.loss_bbox: 0.4532 d3.loss_cls: 0.3614, d3.loss_bbox: 0.4192 d4.loss_cls: 0.4926, d4.loss_bbox: 0.4904, loss: 4.4866, grad_norm: 59.4945
2024-03-24 20:30:07,484 - my_logger - INFO - 2024-03-29 16:07:02,000 - mmdet - INFO - Epoch [49][3000/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4897, loss_bbox: 0.4386, d0.loss_cls: 0.3044, d0.loss_bbox: 0.3140 d1.loss_cls: 0.5865, d1.loss_bbox: 0.3637 d2.loss_cls: 0.3234, d2.loss_bbox: 0.3095 d3.loss_cls: 0.3660, d3.loss_bbox: 0.4024 d4.loss_cls: 0.4927, d4.loss_bbox: 0.5665, loss: 4.3008, grad_norm: 51.8769
2024-03-24 20:30:07,484 - my_logger - INFO - 2024-03-29 16:09:02,000 - mmdet - INFO - Epoch [49][3050/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4051, loss_bbox: 0.3564, d0.loss_cls: 0.4709, d0.loss_bbox: 0.5596 d1.loss_cls: 0.4894, d1.loss_bbox: 0.4943 d2.loss_cls: 0.5950, d2.loss_bbox: 0.3149 d3.loss_cls: 0.3760, d3.loss_bbox: 0.4327 d4.loss_cls: 0.3168, d4.loss_bbox: 0.3043, loss: 4.1690, grad_norm: 56.1247
2024-03-24 20:30:07,484 - my_logger - INFO - 2024-03-29 16:11:02,000 - mmdet - INFO - Epoch [49][3100/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5645, loss_bbox: 0.4739, d0.loss_cls: 0.5795, d0.loss_bbox: 0.5216 d1.loss_cls: 0.3497, d1.loss_bbox: 0.3625 d2.loss_cls: 0.3208, d2.loss_bbox: 0.5829 d3.loss_cls: 0.3412, d3.loss_bbox: 0.4536 d4.loss_cls: 0.4379, d4.loss_bbox: 0.4972, loss: 4.6960, grad_norm: 51.9687
2024-03-24 20:30:07,485 - my_logger - INFO - 2024-03-29 16:13:02,000 - mmdet - INFO - Epoch [49][3150/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3620, loss_bbox: 0.3101, d0.loss_cls: 0.5510, d0.loss_bbox: 0.3145 d1.loss_cls: 0.5178, d1.loss_bbox: 0.3393 d2.loss_cls: 0.3310, d2.loss_bbox: 0.4784 d3.loss_cls: 0.5550, d3.loss_bbox: 0.4492 d4.loss_cls: 0.5970, d4.loss_bbox: 0.3163, loss: 4.0282, grad_norm: 53.0074
2024-03-24 20:30:07,491 - my_logger - INFO - 2024-03-29 16:15:02,000 - mmdet - INFO - Epoch [49][3200/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5695, loss_bbox: 0.5270, d0.loss_cls: 0.4154, d0.loss_bbox: 0.3669 d1.loss_cls: 0.4134, d1.loss_bbox: 0.4493 d2.loss_cls: 0.3443, d2.loss_bbox: 0.3612 d3.loss_cls: 0.4232, d3.loss_bbox: 0.5387 d4.loss_cls: 0.5038, d4.loss_bbox: 0.4026, loss: 4.2712, grad_norm: 57.3883
2024-03-24 20:30:07,491 - my_logger - INFO - 2024-03-29 16:17:02,000 - mmdet - INFO - Epoch [49][3250/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4077, loss_bbox: 0.3984, d0.loss_cls: 0.5204, d0.loss_bbox: 0.5495 d1.loss_cls: 0.3461, d1.loss_bbox: 0.4241 d2.loss_cls: 0.3263, d2.loss_bbox: 0.3777 d3.loss_cls: 0.5840, d3.loss_bbox: 0.4730 d4.loss_cls: 0.4119, d4.loss_bbox: 0.4962, loss: 4.4782, grad_norm: 50.7374
2024-03-24 20:30:07,492 - my_logger - INFO - 2024-03-29 16:19:02,000 - mmdet - INFO - Epoch [49][3300/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5739, loss_bbox: 0.4510, d0.loss_cls: 0.3354, d0.loss_bbox: 0.5352 d1.loss_cls: 0.4098, d1.loss_bbox: 0.4080 d2.loss_cls: 0.5358, d2.loss_bbox: 0.5062 d3.loss_cls: 0.5992, d3.loss_bbox: 0.3755 d4.loss_cls: 0.3426, d4.loss_bbox: 0.5303, loss: 4.6167, grad_norm: 56.7755
2024-03-24 20:30:07,492 - my_logger - INFO - 2024-03-29 16:21:02,000 - mmdet - INFO - Epoch [49][3350/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3143, loss_bbox: 0.4756, d0.loss_cls: 0.3209, d0.loss_bbox: 0.4792 d1.loss_cls: 0.4451, d1.loss_bbox: 0.4463 d2.loss_cls: 0.5386, d2.loss_bbox: 0.5631 d3.loss_cls: 0.5294, d3.loss_bbox: 0.3785 d4.loss_cls: 0.3778, d4.loss_bbox: 0.4047, loss: 4.9391, grad_norm: 55.6244
2024-03-24 20:30:07,492 - my_logger - INFO - 2024-03-29 16:23:02,000 - mmdet - INFO - Epoch [49][3400/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5356, loss_bbox: 0.3216, d0.loss_cls: 0.3063, d0.loss_bbox: 0.3631 d1.loss_cls: 0.3948, d1.loss_bbox: 0.5598 d2.loss_cls: 0.3327, d2.loss_bbox: 0.3261 d3.loss_cls: 0.4968, d3.loss_bbox: 0.5863 d4.loss_cls: 0.4731, d4.loss_bbox: 0.4702, loss: 4.0991, grad_norm: 50.8358
2024-03-24 20:30:07,493 - my_logger - INFO - 2024-03-29 16:25:02,000 - mmdet - INFO - Epoch [49][3450/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3852, loss_bbox: 0.5143, d0.loss_cls: 0.3291, d0.loss_bbox: 0.3512 d1.loss_cls: 0.3884, d1.loss_bbox: 0.4945 d2.loss_cls: 0.4160, d2.loss_bbox: 0.5124 d3.loss_cls: 0.5429, d3.loss_bbox: 0.3373 d4.loss_cls: 0.3060, d4.loss_bbox: 0.5489, loss: 4.0566, grad_norm: 53.3092
2024-03-24 20:30:07,493 - my_logger - INFO - 2024-03-29 16:27:02,000 - mmdet - INFO - Epoch [49][3500/3517][Batch size: 50]	lr: 4.780e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3329, loss_bbox: 0.3569, d0.loss_cls: 0.3430, d0.loss_bbox: 0.4656 d1.loss_cls: 0.4041, d1.loss_bbox: 0.5879 d2.loss_cls: 0.5381, d2.loss_bbox: 0.5620 d3.loss_cls: 0.5190, d3.loss_bbox: 0.5796 d4.loss_cls: 0.4232, d4.loss_bbox: 0.3630, loss: 4.9497, grad_norm: 54.7080
2024-03-24 20:30:07,494 - my_logger - INFO - 2024-03-29 16:29:02,000 - mmdet - INFO - Epoch [50][0/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5925, loss_bbox: 0.3256, d0.loss_cls: 0.4585, d0.loss_bbox: 0.3764 d1.loss_cls: 0.5583, d1.loss_bbox: 0.4530 d2.loss_cls: 0.4485, d2.loss_bbox: 0.5734 d3.loss_cls: 0.3330, d3.loss_bbox: 0.5067 d4.loss_cls: 0.4394, d4.loss_bbox: 0.4238, loss: 3.8561, grad_norm: 53.8591
2024-03-24 20:30:07,494 - my_logger - INFO - 2024-03-29 16:31:02,000 - mmdet - INFO - Epoch [50][50/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4420, loss_bbox: 0.5563, d0.loss_cls: 0.5490, d0.loss_bbox: 0.4148 d1.loss_cls: 0.3794, d1.loss_bbox: 0.3439 d2.loss_cls: 0.4386, d2.loss_bbox: 0.3661 d3.loss_cls: 0.5725, d3.loss_bbox: 0.5221 d4.loss_cls: 0.5485, d4.loss_bbox: 0.3515, loss: 4.9310, grad_norm: 56.3765
2024-03-24 20:30:07,494 - my_logger - INFO - 2024-03-29 16:33:02,000 - mmdet - INFO - Epoch [50][100/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4817, loss_bbox: 0.4656, d0.loss_cls: 0.4975, d0.loss_bbox: 0.4701 d1.loss_cls: 0.5247, d1.loss_bbox: 0.3089 d2.loss_cls: 0.5330, d2.loss_bbox: 0.5394 d3.loss_cls: 0.3709, d3.loss_bbox: 0.5684 d4.loss_cls: 0.5080, d4.loss_bbox: 0.4819, loss: 4.8500, grad_norm: 55.1079
2024-03-24 20:30:07,495 - my_logger - INFO - 2024-03-29 16:35:02,000 - mmdet - INFO - Epoch [50][150/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4561, loss_bbox: 0.3205, d0.loss_cls: 0.3811, d0.loss_bbox: 0.5863 d1.loss_cls: 0.4315, d1.loss_bbox: 0.4751 d2.loss_cls: 0.4909, d2.loss_bbox: 0.5270 d3.loss_cls: 0.3904, d3.loss_bbox: 0.5876 d4.loss_cls: 0.5539, d4.loss_bbox: 0.3537, loss: 3.7027, grad_norm: 56.1725
2024-03-24 20:30:07,495 - my_logger - INFO - 2024-03-29 16:37:02,000 - mmdet - INFO - Epoch [50][200/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2858, loss_bbox: 0.4338, d0.loss_cls: 0.5752, d0.loss_bbox: 0.4334 d1.loss_cls: 0.4185, d1.loss_bbox: 0.5201 d2.loss_cls: 0.5476, d2.loss_bbox: 0.3364 d3.loss_cls: 0.3257, d3.loss_bbox: 0.4963 d4.loss_cls: 0.4965, d4.loss_bbox: 0.5261, loss: 4.7278, grad_norm: 58.6902
2024-03-24 20:30:07,496 - my_logger - INFO - 2024-03-29 16:39:02,000 - mmdet - INFO - Epoch [50][250/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4044, loss_bbox: 0.3895, d0.loss_cls: 0.5222, d0.loss_bbox: 0.4253 d1.loss_cls: 0.4154, d1.loss_bbox: 0.4120 d2.loss_cls: 0.5230, d2.loss_bbox: 0.4076 d3.loss_cls: 0.5960, d3.loss_bbox: 0.3334 d4.loss_cls: 0.4767, d4.loss_bbox: 0.4861, loss: 4.8102, grad_norm: 50.1890
2024-03-24 20:30:07,496 - my_logger - INFO - 2024-03-29 16:41:02,000 - mmdet - INFO - Epoch [50][300/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3489, loss_bbox: 0.5803, d0.loss_cls: 0.5253, d0.loss_bbox: 0.3366 d1.loss_cls: 0.3018, d1.loss_bbox: 0.4823 d2.loss_cls: 0.5553, d2.loss_bbox: 0.3216 d3.loss_cls: 0.5306, d3.loss_bbox: 0.4459 d4.loss_cls: 0.4400, d4.loss_bbox: 0.3902, loss: 3.7495, grad_norm: 54.7094
2024-03-24 20:30:07,496 - my_logger - INFO - 2024-03-29 16:43:02,000 - mmdet - INFO - Epoch [50][350/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5390, loss_bbox: 0.4272, d0.loss_cls: 0.3269, d0.loss_bbox: 0.4119 d1.loss_cls: 0.5472, d1.loss_bbox: 0.3707 d2.loss_cls: 0.3710, d2.loss_bbox: 0.3431 d3.loss_cls: 0.3648, d3.loss_bbox: 0.3606 d4.loss_cls: 0.4557, d4.loss_bbox: 0.3305, loss: 3.8289, grad_norm: 56.0409
2024-03-24 20:30:07,497 - my_logger - INFO - 2024-03-29 16:45:02,000 - mmdet - INFO - Epoch [50][400/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3064, loss_bbox: 0.4431, d0.loss_cls: 0.4387, d0.loss_bbox: 0.5325 d1.loss_cls: 0.5062, d1.loss_bbox: 0.4361 d2.loss_cls: 0.4355, d2.loss_bbox: 0.3426 d3.loss_cls: 0.5532, d3.loss_bbox: 0.5873 d4.loss_cls: 0.4157, d4.loss_bbox: 0.3444, loss: 3.5547, grad_norm: 55.1237
2024-03-24 20:30:07,497 - my_logger - INFO - 2024-03-29 16:47:02,000 - mmdet - INFO - Epoch [50][450/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5929, loss_bbox: 0.5524, d0.loss_cls: 0.5056, d0.loss_bbox: 0.4331 d1.loss_cls: 0.3588, d1.loss_bbox: 0.4463 d2.loss_cls: 0.5291, d2.loss_bbox: 0.3055 d3.loss_cls: 0.5696, d3.loss_bbox: 0.3467 d4.loss_cls: 0.5768, d4.loss_bbox: 0.3141, loss: 4.5644, grad_norm: 56.9025
2024-03-24 20:30:07,498 - my_logger - INFO - 2024-03-29 16:49:02,000 - mmdet - INFO - Epoch [50][500/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3403, loss_bbox: 0.4768, d0.loss_cls: 0.4516, d0.loss_bbox: 0.5091 d1.loss_cls: 0.5180, d1.loss_bbox: 0.4236 d2.loss_cls: 0.5942, d2.loss_bbox: 0.3286 d3.loss_cls: 0.4569, d3.loss_bbox: 0.4826 d4.loss_cls: 0.5272, d4.loss_bbox: 0.3377, loss: 4.0434, grad_norm: 58.4708
2024-03-24 20:30:07,498 - my_logger - INFO - 2024-03-29 16:51:02,000 - mmdet - INFO - Epoch [50][550/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4387, loss_bbox: 0.4877, d0.loss_cls: 0.5004, d0.loss_bbox: 0.5459 d1.loss_cls: 0.4637, d1.loss_bbox: 0.4322 d2.loss_cls: 0.4435, d2.loss_bbox: 0.4672 d3.loss_cls: 0.4888, d3.loss_bbox: 0.3634 d4.loss_cls: 0.3186, d4.loss_bbox: 0.3982, loss: 4.0128, grad_norm: 59.6592
2024-03-24 20:30:07,498 - my_logger - INFO - 2024-03-29 16:53:02,000 - mmdet - INFO - Epoch [50][600/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5215, loss_bbox: 0.3769, d0.loss_cls: 0.3009, d0.loss_bbox: 0.3416 d1.loss_cls: 0.3293, d1.loss_bbox: 0.4132 d2.loss_cls: 0.5380, d2.loss_bbox: 0.5693 d3.loss_cls: 0.4820, d3.loss_bbox: 0.3828 d4.loss_cls: 0.5006, d4.loss_bbox: 0.5472, loss: 4.5159, grad_norm: 50.0804
2024-03-24 20:30:07,499 - my_logger - INFO - 2024-03-29 16:55:02,000 - mmdet - INFO - Epoch [50][650/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3423, loss_bbox: 0.3377, d0.loss_cls: 0.4616, d0.loss_bbox: 0.3537 d1.loss_cls: 0.4712, d1.loss_bbox: 0.3603 d2.loss_cls: 0.4603, d2.loss_bbox: 0.3403 d3.loss_cls: 0.5708, d3.loss_bbox: 0.5070 d4.loss_cls: 0.5585, d4.loss_bbox: 0.4949, loss: 3.8176, grad_norm: 57.2628
2024-03-24 20:30:07,499 - my_logger - INFO - 2024-03-29 16:57:02,000 - mmdet - INFO - Epoch [50][700/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5347, loss_bbox: 0.4643, d0.loss_cls: 0.3918, d0.loss_bbox: 0.3067 d1.loss_cls: 0.4498, d1.loss_bbox: 0.3990 d2.loss_cls: 0.5499, d2.loss_bbox: 0.4866 d3.loss_cls: 0.5382, d3.loss_bbox: 0.4322 d4.loss_cls: 0.4939, d4.loss_bbox: 0.4738, loss: 4.0290, grad_norm: 55.4095
2024-03-24 20:30:07,499 - my_logger - INFO - 2024-03-29 16:59:02,000 - mmdet - INFO - Epoch [50][750/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4181, loss_bbox: 0.3771, d0.loss_cls: 0.5034, d0.loss_bbox: 0.5763 d1.loss_cls: 0.3381, d1.loss_bbox: 0.4814 d2.loss_cls: 0.4105, d2.loss_bbox: 0.5754 d3.loss_cls: 0.5947, d3.loss_bbox: 0.3920 d4.loss_cls: 0.3042, d4.loss_bbox: 0.3524, loss: 4.3918, grad_norm: 58.9276
2024-03-24 20:30:07,500 - my_logger - INFO - 2024-03-29 17:01:02,000 - mmdet - INFO - Epoch [50][800/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3235, loss_bbox: 0.4670, d0.loss_cls: 0.5497, d0.loss_bbox: 0.5380 d1.loss_cls: 0.3470, d1.loss_bbox: 0.5837 d2.loss_cls: 0.3899, d2.loss_bbox: 0.3557 d3.loss_cls: 0.4534, d3.loss_bbox: 0.5137 d4.loss_cls: 0.5645, d4.loss_bbox: 0.5658, loss: 4.4971, grad_norm: 55.0486
2024-03-24 20:30:07,500 - my_logger - INFO - 2024-03-29 17:03:02,000 - mmdet - INFO - Epoch [50][850/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5266, loss_bbox: 0.3805, d0.loss_cls: 0.4133, d0.loss_bbox: 0.5539 d1.loss_cls: 0.4034, d1.loss_bbox: 0.4136 d2.loss_cls: 0.3899, d2.loss_bbox: 0.4926 d3.loss_cls: 0.3268, d3.loss_bbox: 0.4392 d4.loss_cls: 0.4136, d4.loss_bbox: 0.4963, loss: 3.9272, grad_norm: 56.3319
2024-03-24 20:30:07,500 - my_logger - INFO - 2024-03-29 17:05:02,000 - mmdet - INFO - Epoch [50][900/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4349, loss_bbox: 0.3050, d0.loss_cls: 0.5026, d0.loss_bbox: 0.3136 d1.loss_cls: 0.5505, d1.loss_bbox: 0.3083 d2.loss_cls: 0.4244, d2.loss_bbox: 0.3555 d3.loss_cls: 0.5526, d3.loss_bbox: 0.5893 d4.loss_cls: 0.4264, d4.loss_bbox: 0.4477, loss: 4.0282, grad_norm: 56.4992
2024-03-24 20:30:07,508 - my_logger - INFO - 2024-03-29 17:07:02,000 - mmdet - INFO - Epoch [50][950/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5792, loss_bbox: 0.3816, d0.loss_cls: 0.5893, d0.loss_bbox: 0.3062 d1.loss_cls: 0.4431, d1.loss_bbox: 0.4037 d2.loss_cls: 0.3743, d2.loss_bbox: 0.4611 d3.loss_cls: 0.5803, d3.loss_bbox: 0.3149 d4.loss_cls: 0.4489, d4.loss_bbox: 0.5528, loss: 4.3948, grad_norm: 59.3926
2024-03-24 20:30:07,510 - my_logger - INFO - 2024-03-29 17:09:02,000 - mmdet - INFO - Epoch [50][1000/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2585, loss_bbox: 0.3889, d0.loss_cls: 0.4981, d0.loss_bbox: 0.5335 d1.loss_cls: 0.3214, d1.loss_bbox: 0.4737 d2.loss_cls: 0.4604, d2.loss_bbox: 0.5935 d3.loss_cls: 0.3604, d3.loss_bbox: 0.4476 d4.loss_cls: 0.4192, d4.loss_bbox: 0.4251, loss: 4.4917, grad_norm: 58.7141
2024-03-24 20:30:07,510 - my_logger - INFO - 2024-03-29 17:11:02,000 - mmdet - INFO - Epoch [50][1050/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3078, loss_bbox: 0.4622, d0.loss_cls: 0.3891, d0.loss_bbox: 0.4989 d1.loss_cls: 0.4285, d1.loss_bbox: 0.5374 d2.loss_cls: 0.4117, d2.loss_bbox: 0.3211 d3.loss_cls: 0.3603, d3.loss_bbox: 0.3608 d4.loss_cls: 0.5023, d4.loss_bbox: 0.4975, loss: 4.6027, grad_norm: 52.2432
2024-03-24 20:30:07,511 - my_logger - INFO - 2024-03-29 17:13:02,000 - mmdet - INFO - Epoch [50][1100/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5840, loss_bbox: 0.3194, d0.loss_cls: 0.3768, d0.loss_bbox: 0.5098 d1.loss_cls: 0.4456, d1.loss_bbox: 0.3112 d2.loss_cls: 0.4783, d2.loss_bbox: 0.3478 d3.loss_cls: 0.3170, d3.loss_bbox: 0.4322 d4.loss_cls: 0.3025, d4.loss_bbox: 0.4226, loss: 4.8764, grad_norm: 53.5821
2024-03-24 20:30:07,511 - my_logger - INFO - 2024-03-29 17:15:02,000 - mmdet - INFO - Epoch [50][1150/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4451, loss_bbox: 0.3794, d0.loss_cls: 0.3697, d0.loss_bbox: 0.4830 d1.loss_cls: 0.5688, d1.loss_bbox: 0.4386 d2.loss_cls: 0.3259, d2.loss_bbox: 0.4926 d3.loss_cls: 0.3716, d3.loss_bbox: 0.4252 d4.loss_cls: 0.5205, d4.loss_bbox: 0.5806, loss: 4.8895, grad_norm: 55.4035
2024-03-24 20:30:07,512 - my_logger - INFO - 2024-03-29 17:17:02,000 - mmdet - INFO - Epoch [50][1200/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3606, loss_bbox: 0.4582, d0.loss_cls: 0.3492, d0.loss_bbox: 0.4012 d1.loss_cls: 0.4011, d1.loss_bbox: 0.4756 d2.loss_cls: 0.3797, d2.loss_bbox: 0.3761 d3.loss_cls: 0.3681, d3.loss_bbox: 0.4882 d4.loss_cls: 0.3547, d4.loss_bbox: 0.3030, loss: 4.3063, grad_norm: 58.1568
2024-03-24 20:30:07,512 - my_logger - INFO - 2024-03-29 17:19:02,000 - mmdet - INFO - Epoch [50][1250/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4791, loss_bbox: 0.3539, d0.loss_cls: 0.3765, d0.loss_bbox: 0.4215 d1.loss_cls: 0.3475, d1.loss_bbox: 0.5905 d2.loss_cls: 0.3295, d2.loss_bbox: 0.3283 d3.loss_cls: 0.5313, d3.loss_bbox: 0.3480 d4.loss_cls: 0.3350, d4.loss_bbox: 0.3629, loss: 3.7151, grad_norm: 53.3617
2024-03-24 20:30:07,513 - my_logger - INFO - 2024-03-29 17:21:02,000 - mmdet - INFO - Epoch [50][1300/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2848, loss_bbox: 0.5089, d0.loss_cls: 0.3314, d0.loss_bbox: 0.5063 d1.loss_cls: 0.3381, d1.loss_bbox: 0.3955 d2.loss_cls: 0.5674, d2.loss_bbox: 0.3030 d3.loss_cls: 0.3450, d3.loss_bbox: 0.4158 d4.loss_cls: 0.5884, d4.loss_bbox: 0.5601, loss: 4.3923, grad_norm: 50.6097
2024-03-24 20:30:07,513 - my_logger - INFO - 2024-03-29 17:23:02,000 - mmdet - INFO - Epoch [50][1350/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3521, loss_bbox: 0.5423, d0.loss_cls: 0.4626, d0.loss_bbox: 0.3856 d1.loss_cls: 0.3669, d1.loss_bbox: 0.5816 d2.loss_cls: 0.3096, d2.loss_bbox: 0.5694 d3.loss_cls: 0.3545, d3.loss_bbox: 0.3807 d4.loss_cls: 0.4811, d4.loss_bbox: 0.5510, loss: 3.8593, grad_norm: 52.7772
2024-03-24 20:30:07,513 - my_logger - INFO - 2024-03-29 17:25:02,000 - mmdet - INFO - Epoch [50][1400/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3106, loss_bbox: 0.3666, d0.loss_cls: 0.4397, d0.loss_bbox: 0.5843 d1.loss_cls: 0.4154, d1.loss_bbox: 0.3621 d2.loss_cls: 0.5804, d2.loss_bbox: 0.3215 d3.loss_cls: 0.3417, d3.loss_bbox: 0.4609 d4.loss_cls: 0.3922, d4.loss_bbox: 0.3832, loss: 4.6718, grad_norm: 51.1650
2024-03-24 20:30:07,514 - my_logger - INFO - 2024-03-29 17:27:02,000 - mmdet - INFO - Epoch [50][1450/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3535, loss_bbox: 0.4470, d0.loss_cls: 0.3867, d0.loss_bbox: 0.3549 d1.loss_cls: 0.5536, d1.loss_bbox: 0.3934 d2.loss_cls: 0.5759, d2.loss_bbox: 0.3167 d3.loss_cls: 0.3752, d3.loss_bbox: 0.5163 d4.loss_cls: 0.4258, d4.loss_bbox: 0.4039, loss: 4.9225, grad_norm: 54.2610
2024-03-24 20:30:07,514 - my_logger - INFO - 2024-03-29 17:29:02,000 - mmdet - INFO - Epoch [50][1500/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3100, loss_bbox: 0.3163, d0.loss_cls: 0.3185, d0.loss_bbox: 0.5700 d1.loss_cls: 0.3164, d1.loss_bbox: 0.3756 d2.loss_cls: 0.4124, d2.loss_bbox: 0.4840 d3.loss_cls: 0.5950, d3.loss_bbox: 0.5036 d4.loss_cls: 0.3004, d4.loss_bbox: 0.5516, loss: 4.8560, grad_norm: 59.0866
2024-03-24 20:30:07,514 - my_logger - INFO - 2024-03-29 17:31:02,000 - mmdet - INFO - Epoch [50][1550/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3184, loss_bbox: 0.3280, d0.loss_cls: 0.5781, d0.loss_bbox: 0.4472 d1.loss_cls: 0.5953, d1.loss_bbox: 0.5325 d2.loss_cls: 0.3854, d2.loss_bbox: 0.5281 d3.loss_cls: 0.5860, d3.loss_bbox: 0.5080 d4.loss_cls: 0.5868, d4.loss_bbox: 0.4673, loss: 4.9497, grad_norm: 56.0287
2024-03-24 20:30:07,515 - my_logger - INFO - 2024-03-29 17:33:02,000 - mmdet - INFO - Epoch [50][1600/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4686, loss_bbox: 0.4180, d0.loss_cls: 0.4451, d0.loss_bbox: 0.4889 d1.loss_cls: 0.3458, d1.loss_bbox: 0.3073 d2.loss_cls: 0.3849, d2.loss_bbox: 0.4091 d3.loss_cls: 0.3073, d3.loss_bbox: 0.5353 d4.loss_cls: 0.5334, d4.loss_bbox: 0.5610, loss: 3.7830, grad_norm: 55.4321
2024-03-24 20:30:07,515 - my_logger - INFO - 2024-03-29 17:35:02,000 - mmdet - INFO - Epoch [50][1650/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5020, loss_bbox: 0.3264, d0.loss_cls: 0.3809, d0.loss_bbox: 0.3987 d1.loss_cls: 0.5461, d1.loss_bbox: 0.4493 d2.loss_cls: 0.5620, d2.loss_bbox: 0.4439 d3.loss_cls: 0.3012, d3.loss_bbox: 0.3461 d4.loss_cls: 0.4472, d4.loss_bbox: 0.4804, loss: 3.8161, grad_norm: 52.5571
2024-03-24 20:30:07,516 - my_logger - INFO - 2024-03-29 17:37:02,000 - mmdet - INFO - Epoch [50][1700/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3432, loss_bbox: 0.4484, d0.loss_cls: 0.3748, d0.loss_bbox: 0.4903 d1.loss_cls: 0.3875, d1.loss_bbox: 0.3087 d2.loss_cls: 0.4016, d2.loss_bbox: 0.5938 d3.loss_cls: 0.4466, d3.loss_bbox: 0.3208 d4.loss_cls: 0.4373, d4.loss_bbox: 0.4830, loss: 3.5649, grad_norm: 56.4936
2024-03-24 20:30:07,516 - my_logger - INFO - 2024-03-29 17:39:02,000 - mmdet - INFO - Epoch [50][1750/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3713, loss_bbox: 0.3387, d0.loss_cls: 0.3255, d0.loss_bbox: 0.5626 d1.loss_cls: 0.4812, d1.loss_bbox: 0.3880 d2.loss_cls: 0.3198, d2.loss_bbox: 0.3647 d3.loss_cls: 0.3073, d3.loss_bbox: 0.5319 d4.loss_cls: 0.3555, d4.loss_bbox: 0.5134, loss: 4.2643, grad_norm: 55.4893
2024-03-24 20:30:07,516 - my_logger - INFO - 2024-03-29 17:41:02,000 - mmdet - INFO - Epoch [50][1800/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5356, loss_bbox: 0.5187, d0.loss_cls: 0.4708, d0.loss_bbox: 0.3465 d1.loss_cls: 0.5238, d1.loss_bbox: 0.3674 d2.loss_cls: 0.3339, d2.loss_bbox: 0.3953 d3.loss_cls: 0.5981, d3.loss_bbox: 0.3566 d4.loss_cls: 0.5962, d4.loss_bbox: 0.4111, loss: 3.5096, grad_norm: 52.1942
2024-03-24 20:30:07,517 - my_logger - INFO - 2024-03-29 17:43:02,000 - mmdet - INFO - Epoch [50][1850/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5562, loss_bbox: 0.4305, d0.loss_cls: 0.3982, d0.loss_bbox: 0.5182 d1.loss_cls: 0.5965, d1.loss_bbox: 0.3217 d2.loss_cls: 0.3479, d2.loss_bbox: 0.5300 d3.loss_cls: 0.3701, d3.loss_bbox: 0.3886 d4.loss_cls: 0.3991, d4.loss_bbox: 0.3304, loss: 4.9339, grad_norm: 57.7160
2024-03-24 20:30:07,522 - my_logger - INFO - 2024-03-29 17:45:02,000 - mmdet - INFO - Epoch [50][1900/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4859, loss_bbox: 0.3888, d0.loss_cls: 0.4592, d0.loss_bbox: 0.3299 d1.loss_cls: 0.4341, d1.loss_bbox: 0.3975 d2.loss_cls: 0.3079, d2.loss_bbox: 0.3314 d3.loss_cls: 0.5240, d3.loss_bbox: 0.4947 d4.loss_cls: 0.3880, d4.loss_bbox: 0.5337, loss: 4.9923, grad_norm: 52.1694
2024-03-24 20:30:07,523 - my_logger - INFO - 2024-03-29 17:47:02,000 - mmdet - INFO - Epoch [50][1950/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3921, loss_bbox: 0.4066, d0.loss_cls: 0.4935, d0.loss_bbox: 0.3515 d1.loss_cls: 0.4040, d1.loss_bbox: 0.5764 d2.loss_cls: 0.4977, d2.loss_bbox: 0.3829 d3.loss_cls: 0.5187, d3.loss_bbox: 0.5893 d4.loss_cls: 0.3761, d4.loss_bbox: 0.4348, loss: 4.7112, grad_norm: 57.9397
2024-03-24 20:30:07,523 - my_logger - INFO - 2024-03-29 17:49:02,000 - mmdet - INFO - Epoch [50][2000/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3318, loss_bbox: 0.4711, d0.loss_cls: 0.3676, d0.loss_bbox: 0.3205 d1.loss_cls: 0.5126, d1.loss_bbox: 0.4244 d2.loss_cls: 0.4822, d2.loss_bbox: 0.5323 d3.loss_cls: 0.5252, d3.loss_bbox: 0.5720 d4.loss_cls: 0.4255, d4.loss_bbox: 0.5784, loss: 4.9874, grad_norm: 54.9504
2024-03-24 20:30:07,524 - my_logger - INFO - 2024-03-29 17:51:02,000 - mmdet - INFO - Epoch [50][2050/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3706, loss_bbox: 0.3825, d0.loss_cls: 0.4699, d0.loss_bbox: 0.4155 d1.loss_cls: 0.3764, d1.loss_bbox: 0.3093 d2.loss_cls: 0.5365, d2.loss_bbox: 0.3456 d3.loss_cls: 0.3478, d3.loss_bbox: 0.5429 d4.loss_cls: 0.5433, d4.loss_bbox: 0.5747, loss: 4.5067, grad_norm: 51.6129
2024-03-24 20:30:07,524 - my_logger - INFO - 2024-03-29 17:53:02,000 - mmdet - INFO - Epoch [50][2100/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3852, loss_bbox: 0.5815, d0.loss_cls: 0.3312, d0.loss_bbox: 0.3817 d1.loss_cls: 0.4967, d1.loss_bbox: 0.4280 d2.loss_cls: 0.3902, d2.loss_bbox: 0.4842 d3.loss_cls: 0.3933, d3.loss_bbox: 0.3729 d4.loss_cls: 0.4779, d4.loss_bbox: 0.3201, loss: 3.8526, grad_norm: 52.5238
2024-03-24 20:30:07,524 - my_logger - INFO - 2024-03-29 17:55:02,000 - mmdet - INFO - Epoch [50][2150/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2748, loss_bbox: 0.3687, d0.loss_cls: 0.3603, d0.loss_bbox: 0.3866 d1.loss_cls: 0.3011, d1.loss_bbox: 0.5581 d2.loss_cls: 0.5679, d2.loss_bbox: 0.5876 d3.loss_cls: 0.4779, d3.loss_bbox: 0.4701 d4.loss_cls: 0.4424, d4.loss_bbox: 0.5590, loss: 4.1136, grad_norm: 57.7106
2024-03-24 20:30:07,525 - my_logger - INFO - 2024-03-29 17:57:02,000 - mmdet - INFO - Epoch [50][2200/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2998, loss_bbox: 0.3760, d0.loss_cls: 0.3221, d0.loss_bbox: 0.3669 d1.loss_cls: 0.5134, d1.loss_bbox: 0.3139 d2.loss_cls: 0.5689, d2.loss_bbox: 0.3399 d3.loss_cls: 0.5688, d3.loss_bbox: 0.4634 d4.loss_cls: 0.3716, d4.loss_bbox: 0.5708, loss: 3.7225, grad_norm: 52.6803
2024-03-24 20:30:07,525 - my_logger - INFO - 2024-03-29 17:59:02,000 - mmdet - INFO - Epoch [50][2250/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5070, loss_bbox: 0.5695, d0.loss_cls: 0.5214, d0.loss_bbox: 0.4883 d1.loss_cls: 0.5507, d1.loss_bbox: 0.5478 d2.loss_cls: 0.5603, d2.loss_bbox: 0.3614 d3.loss_cls: 0.4178, d3.loss_bbox: 0.3973 d4.loss_cls: 0.4185, d4.loss_bbox: 0.5255, loss: 4.3902, grad_norm: 55.0841
2024-03-24 20:30:07,525 - my_logger - INFO - 2024-03-29 18:01:02,000 - mmdet - INFO - Epoch [50][2300/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4346, loss_bbox: 0.3887, d0.loss_cls: 0.5231, d0.loss_bbox: 0.3369 d1.loss_cls: 0.4775, d1.loss_bbox: 0.5528 d2.loss_cls: 0.3744, d2.loss_bbox: 0.3164 d3.loss_cls: 0.4995, d3.loss_bbox: 0.4235 d4.loss_cls: 0.5247, d4.loss_bbox: 0.5375, loss: 4.9230, grad_norm: 52.7310
2024-03-24 20:30:07,526 - my_logger - INFO - 2024-03-29 18:03:02,000 - mmdet - INFO - Epoch [50][2350/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4878, loss_bbox: 0.3875, d0.loss_cls: 0.5396, d0.loss_bbox: 0.4363 d1.loss_cls: 0.4725, d1.loss_bbox: 0.4059 d2.loss_cls: 0.3491, d2.loss_bbox: 0.4664 d3.loss_cls: 0.3740, d3.loss_bbox: 0.4604 d4.loss_cls: 0.4853, d4.loss_bbox: 0.4384, loss: 3.7294, grad_norm: 57.5074
2024-03-24 20:30:07,526 - my_logger - INFO - 2024-03-29 18:05:02,000 - mmdet - INFO - Epoch [50][2400/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2732, loss_bbox: 0.5621, d0.loss_cls: 0.4339, d0.loss_bbox: 0.3622 d1.loss_cls: 0.5903, d1.loss_bbox: 0.4172 d2.loss_cls: 0.3738, d2.loss_bbox: 0.4768 d3.loss_cls: 0.3162, d3.loss_bbox: 0.5964 d4.loss_cls: 0.4010, d4.loss_bbox: 0.3602, loss: 3.9334, grad_norm: 57.5864
2024-03-24 20:30:07,527 - my_logger - INFO - 2024-03-29 18:07:02,000 - mmdet - INFO - Epoch [50][2450/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5445, loss_bbox: 0.3095, d0.loss_cls: 0.4685, d0.loss_bbox: 0.5952 d1.loss_cls: 0.5519, d1.loss_bbox: 0.4978 d2.loss_cls: 0.3432, d2.loss_bbox: 0.4616 d3.loss_cls: 0.5860, d3.loss_bbox: 0.5477 d4.loss_cls: 0.5924, d4.loss_bbox: 0.3379, loss: 4.2001, grad_norm: 52.3852
2024-03-24 20:30:07,527 - my_logger - INFO - 2024-03-29 18:09:02,000 - mmdet - INFO - Epoch [50][2500/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4400, loss_bbox: 0.4238, d0.loss_cls: 0.5782, d0.loss_bbox: 0.5746 d1.loss_cls: 0.5059, d1.loss_bbox: 0.5247 d2.loss_cls: 0.5059, d2.loss_bbox: 0.3024 d3.loss_cls: 0.5303, d3.loss_bbox: 0.3636 d4.loss_cls: 0.4619, d4.loss_bbox: 0.4328, loss: 4.9153, grad_norm: 56.4267
2024-03-24 20:30:07,529 - my_logger - INFO - 2024-03-29 18:11:02,000 - mmdet - INFO - Epoch [50][2550/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5174, loss_bbox: 0.3870, d0.loss_cls: 0.4225, d0.loss_bbox: 0.3707 d1.loss_cls: 0.3044, d1.loss_bbox: 0.5770 d2.loss_cls: 0.3469, d2.loss_bbox: 0.5408 d3.loss_cls: 0.3032, d3.loss_bbox: 0.4036 d4.loss_cls: 0.5388, d4.loss_bbox: 0.4106, loss: 3.7062, grad_norm: 54.7232
2024-03-24 20:30:07,529 - my_logger - INFO - 2024-03-29 18:13:02,000 - mmdet - INFO - Epoch [50][2600/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5165, loss_bbox: 0.3139, d0.loss_cls: 0.3456, d0.loss_bbox: 0.3824 d1.loss_cls: 0.4398, d1.loss_bbox: 0.3892 d2.loss_cls: 0.4807, d2.loss_bbox: 0.5739 d3.loss_cls: 0.4273, d3.loss_bbox: 0.3131 d4.loss_cls: 0.3130, d4.loss_bbox: 0.4618, loss: 3.5631, grad_norm: 50.0470
2024-03-24 20:30:07,529 - my_logger - INFO - 2024-03-29 18:15:02,000 - mmdet - INFO - Epoch [50][2650/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4453, loss_bbox: 0.4651, d0.loss_cls: 0.5706, d0.loss_bbox: 0.5413 d1.loss_cls: 0.5922, d1.loss_bbox: 0.5453 d2.loss_cls: 0.4901, d2.loss_bbox: 0.3719 d3.loss_cls: 0.5601, d3.loss_bbox: 0.5341 d4.loss_cls: 0.3382, d4.loss_bbox: 0.5806, loss: 4.3608, grad_norm: 52.5894
2024-03-24 20:30:07,530 - my_logger - INFO - 2024-03-29 18:17:02,000 - mmdet - INFO - Epoch [50][2700/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3250, loss_bbox: 0.3259, d0.loss_cls: 0.4582, d0.loss_bbox: 0.4018 d1.loss_cls: 0.3752, d1.loss_bbox: 0.3568 d2.loss_cls: 0.4581, d2.loss_bbox: 0.5722 d3.loss_cls: 0.5363, d3.loss_bbox: 0.4439 d4.loss_cls: 0.4263, d4.loss_bbox: 0.5980, loss: 4.7882, grad_norm: 58.7316
2024-03-24 20:30:07,530 - my_logger - INFO - 2024-03-29 18:19:02,000 - mmdet - INFO - Epoch [50][2750/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4641, loss_bbox: 0.5710, d0.loss_cls: 0.4160, d0.loss_bbox: 0.5159 d1.loss_cls: 0.3431, d1.loss_bbox: 0.3172 d2.loss_cls: 0.5039, d2.loss_bbox: 0.5127 d3.loss_cls: 0.5076, d3.loss_bbox: 0.3076 d4.loss_cls: 0.3423, d4.loss_bbox: 0.5589, loss: 3.9687, grad_norm: 52.0974
2024-03-24 20:30:07,530 - my_logger - INFO - 2024-03-29 18:21:02,000 - mmdet - INFO - Epoch [50][2800/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3296, loss_bbox: 0.3109, d0.loss_cls: 0.3808, d0.loss_bbox: 0.5743 d1.loss_cls: 0.3973, d1.loss_bbox: 0.5379 d2.loss_cls: 0.3931, d2.loss_bbox: 0.4608 d3.loss_cls: 0.3328, d3.loss_bbox: 0.4069 d4.loss_cls: 0.5088, d4.loss_bbox: 0.5229, loss: 3.5566, grad_norm: 56.6964
2024-03-24 20:30:07,530 - my_logger - INFO - 2024-03-29 18:23:02,000 - mmdet - INFO - Epoch [50][2850/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5848, loss_bbox: 0.5239, d0.loss_cls: 0.5999, d0.loss_bbox: 0.5685 d1.loss_cls: 0.5302, d1.loss_bbox: 0.4831 d2.loss_cls: 0.4146, d2.loss_bbox: 0.3213 d3.loss_cls: 0.4107, d3.loss_bbox: 0.4018 d4.loss_cls: 0.4843, d4.loss_bbox: 0.4409, loss: 4.8648, grad_norm: 59.3122
2024-03-24 20:30:07,530 - my_logger - INFO - 2024-03-29 18:25:02,000 - mmdet - INFO - Epoch [50][2900/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5109, loss_bbox: 0.3370, d0.loss_cls: 0.3844, d0.loss_bbox: 0.4258 d1.loss_cls: 0.4651, d1.loss_bbox: 0.5446 d2.loss_cls: 0.4707, d2.loss_bbox: 0.4625 d3.loss_cls: 0.4253, d3.loss_bbox: 0.4565 d4.loss_cls: 0.3129, d4.loss_bbox: 0.5323, loss: 4.7388, grad_norm: 59.4583
2024-03-24 20:30:07,531 - my_logger - INFO - 2024-03-29 18:27:02,000 - mmdet - INFO - Epoch [50][2950/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3693, loss_bbox: 0.4633, d0.loss_cls: 0.5369, d0.loss_bbox: 0.4280 d1.loss_cls: 0.5598, d1.loss_bbox: 0.4869 d2.loss_cls: 0.3736, d2.loss_bbox: 0.5326 d3.loss_cls: 0.4369, d3.loss_bbox: 0.5781 d4.loss_cls: 0.4638, d4.loss_bbox: 0.5413, loss: 4.6239, grad_norm: 57.3447
2024-03-24 20:30:07,531 - my_logger - INFO - 2024-03-29 18:29:02,000 - mmdet - INFO - Epoch [50][3000/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3466, loss_bbox: 0.4143, d0.loss_cls: 0.5759, d0.loss_bbox: 0.3142 d1.loss_cls: 0.3285, d1.loss_bbox: 0.4559 d2.loss_cls: 0.3156, d2.loss_bbox: 0.3117 d3.loss_cls: 0.4569, d3.loss_bbox: 0.4069 d4.loss_cls: 0.3922, d4.loss_bbox: 0.4209, loss: 4.7032, grad_norm: 58.3035
2024-03-24 20:30:07,532 - my_logger - INFO - 2024-03-29 18:31:02,000 - mmdet - INFO - Epoch [50][3050/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4751, loss_bbox: 0.5797, d0.loss_cls: 0.5709, d0.loss_bbox: 0.3360 d1.loss_cls: 0.5000, d1.loss_bbox: 0.4395 d2.loss_cls: 0.3297, d2.loss_bbox: 0.3081 d3.loss_cls: 0.5762, d3.loss_bbox: 0.5922 d4.loss_cls: 0.3222, d4.loss_bbox: 0.4260, loss: 3.6551, grad_norm: 56.6313
2024-03-24 20:30:07,537 - my_logger - INFO - 2024-03-29 18:33:02,000 - mmdet - INFO - Epoch [50][3100/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5208, loss_bbox: 0.4316, d0.loss_cls: 0.4752, d0.loss_bbox: 0.4425 d1.loss_cls: 0.4120, d1.loss_bbox: 0.3405 d2.loss_cls: 0.5158, d2.loss_bbox: 0.5986 d3.loss_cls: 0.4402, d3.loss_bbox: 0.4101 d4.loss_cls: 0.3296, d4.loss_bbox: 0.3336, loss: 3.7687, grad_norm: 52.5384
2024-03-24 20:30:07,538 - my_logger - INFO - 2024-03-29 18:35:02,000 - mmdet - INFO - Epoch [50][3150/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3190, loss_bbox: 0.3734, d0.loss_cls: 0.5242, d0.loss_bbox: 0.3954 d1.loss_cls: 0.5968, d1.loss_bbox: 0.4736 d2.loss_cls: 0.4973, d2.loss_bbox: 0.3709 d3.loss_cls: 0.3470, d3.loss_bbox: 0.5519 d4.loss_cls: 0.4778, d4.loss_bbox: 0.3612, loss: 4.6465, grad_norm: 54.2800
2024-03-24 20:30:07,538 - my_logger - INFO - 2024-03-29 18:37:02,000 - mmdet - INFO - Epoch [50][3200/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2579, loss_bbox: 0.5166, d0.loss_cls: 0.5041, d0.loss_bbox: 0.3041 d1.loss_cls: 0.3322, d1.loss_bbox: 0.3593 d2.loss_cls: 0.3176, d2.loss_bbox: 0.3913 d3.loss_cls: 0.4188, d3.loss_bbox: 0.3602 d4.loss_cls: 0.4080, d4.loss_bbox: 0.4712, loss: 4.4336, grad_norm: 52.6441
2024-03-24 20:30:07,538 - my_logger - INFO - 2024-03-29 18:39:02,000 - mmdet - INFO - Epoch [50][3250/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3733, loss_bbox: 0.5311, d0.loss_cls: 0.4418, d0.loss_bbox: 0.4313 d1.loss_cls: 0.4928, d1.loss_bbox: 0.5290 d2.loss_cls: 0.4441, d2.loss_bbox: 0.4331 d3.loss_cls: 0.4972, d3.loss_bbox: 0.5344 d4.loss_cls: 0.5308, d4.loss_bbox: 0.3225, loss: 3.8536, grad_norm: 52.2427
2024-03-24 20:30:07,539 - my_logger - INFO - 2024-03-29 18:41:02,000 - mmdet - INFO - Epoch [50][3300/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4777, loss_bbox: 0.5013, d0.loss_cls: 0.5077, d0.loss_bbox: 0.5414 d1.loss_cls: 0.4096, d1.loss_bbox: 0.3779 d2.loss_cls: 0.5443, d2.loss_bbox: 0.3338 d3.loss_cls: 0.4572, d3.loss_bbox: 0.3424 d4.loss_cls: 0.5184, d4.loss_bbox: 0.4307, loss: 3.5490, grad_norm: 58.2961
2024-03-24 20:30:07,539 - my_logger - INFO - 2024-03-29 18:43:02,000 - mmdet - INFO - Epoch [50][3350/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5211, loss_bbox: 0.4322, d0.loss_cls: 0.5776, d0.loss_bbox: 0.4210 d1.loss_cls: 0.5714, d1.loss_bbox: 0.3255 d2.loss_cls: 0.5918, d2.loss_bbox: 0.5387 d3.loss_cls: 0.3911, d3.loss_bbox: 0.4513 d4.loss_cls: 0.4616, d4.loss_bbox: 0.5828, loss: 3.6089, grad_norm: 54.9073
2024-03-24 20:30:07,540 - my_logger - INFO - 2024-03-29 18:45:02,000 - mmdet - INFO - Epoch [50][3400/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3970, loss_bbox: 0.3488, d0.loss_cls: 0.3248, d0.loss_bbox: 0.3634 d1.loss_cls: 0.4013, d1.loss_bbox: 0.4777 d2.loss_cls: 0.5686, d2.loss_bbox: 0.3769 d3.loss_cls: 0.3440, d3.loss_bbox: 0.4796 d4.loss_cls: 0.5380, d4.loss_bbox: 0.3275, loss: 3.5604, grad_norm: 55.2279
2024-03-24 20:30:07,540 - my_logger - INFO - 2024-03-29 18:47:02,000 - mmdet - INFO - Epoch [50][3450/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4058, loss_bbox: 0.5842, d0.loss_cls: 0.3661, d0.loss_bbox: 0.5821 d1.loss_cls: 0.4448, d1.loss_bbox: 0.3747 d2.loss_cls: 0.5039, d2.loss_bbox: 0.3563 d3.loss_cls: 0.4888, d3.loss_bbox: 0.4250 d4.loss_cls: 0.5670, d4.loss_bbox: 0.3553, loss: 3.6167, grad_norm: 56.3442
2024-03-24 20:30:07,540 - my_logger - INFO - 2024-03-29 18:49:02,000 - mmdet - INFO - Epoch [50][3500/3517][Batch size: 50]	lr: 4.541e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5146, loss_bbox: 0.3268, d0.loss_cls: 0.3110, d0.loss_bbox: 0.4234 d1.loss_cls: 0.5828, d1.loss_bbox: 0.5661 d2.loss_cls: 0.3596, d2.loss_bbox: 0.3609 d3.loss_cls: 0.3286, d3.loss_bbox: 0.5285 d4.loss_cls: 0.4563, d4.loss_bbox: 0.3245, loss: 3.7814, grad_norm: 54.7194
2024-03-24 20:30:07,541 - my_logger - INFO - Saving checkpoint at 50 epochs
2024-03-24 20:30:07,541 - my_logger - INFO - Metric NDS: 50.8852
2024-03-24 20:30:07,541 - my_logger - INFO - Metric mAP: 40.3736
2024-03-24 20:30:07,541 - my_logger - INFO - Metric mATE: 0.7071
2024-03-24 20:30:07,541 - my_logger - INFO - Metric mASE: 0.3329
2024-03-24 20:30:07,541 - my_logger - INFO - Metric mAOE: 0.5974
2024-03-24 20:30:07,541 - my_logger - INFO - Metric mAVE: 0.3242
2024-03-24 20:30:07,542 - my_logger - INFO - Metric mAAE: 0.1921
2024-03-24 20:30:07,542 - my_logger - INFO - 2024-03-29 18:51:02,000 - mmdet - INFO - Epoch [51][0/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5497, loss_bbox: 0.3583, d0.loss_cls: 0.5823, d0.loss_bbox: 0.3204 d1.loss_cls: 0.4861, d1.loss_bbox: 0.4034 d2.loss_cls: 0.3944, d2.loss_bbox: 0.5041 d3.loss_cls: 0.3850, d3.loss_bbox: 0.5070 d4.loss_cls: 0.3314, d4.loss_bbox: 0.4507, loss: 3.5319, grad_norm: 52.0381
2024-03-24 20:30:07,542 - my_logger - INFO - 2024-03-29 18:53:02,000 - mmdet - INFO - Epoch [51][50/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3964, loss_bbox: 0.4491, d0.loss_cls: 0.4377, d0.loss_bbox: 0.4807 d1.loss_cls: 0.4843, d1.loss_bbox: 0.4461 d2.loss_cls: 0.5259, d2.loss_bbox: 0.3019 d3.loss_cls: 0.5382, d3.loss_bbox: 0.3003 d4.loss_cls: 0.3412, d4.loss_bbox: 0.5438, loss: 3.9440, grad_norm: 55.9362
2024-03-24 20:30:07,543 - my_logger - INFO - 2024-03-29 18:55:02,000 - mmdet - INFO - Epoch [51][100/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3035, loss_bbox: 0.3388, d0.loss_cls: 0.3369, d0.loss_bbox: 0.4355 d1.loss_cls: 0.5866, d1.loss_bbox: 0.4329 d2.loss_cls: 0.5428, d2.loss_bbox: 0.4906 d3.loss_cls: 0.3563, d3.loss_bbox: 0.4630 d4.loss_cls: 0.3871, d4.loss_bbox: 0.5282, loss: 4.4834, grad_norm: 52.6880
2024-03-24 20:30:07,543 - my_logger - INFO - 2024-03-29 18:57:02,000 - mmdet - INFO - Epoch [51][150/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5062, loss_bbox: 0.4405, d0.loss_cls: 0.4331, d0.loss_bbox: 0.5785 d1.loss_cls: 0.4659, d1.loss_bbox: 0.5550 d2.loss_cls: 0.4561, d2.loss_bbox: 0.4215 d3.loss_cls: 0.4324, d3.loss_bbox: 0.5675 d4.loss_cls: 0.3550, d4.loss_bbox: 0.3223, loss: 3.9897, grad_norm: 59.4921
2024-03-24 20:30:07,543 - my_logger - INFO - 2024-03-29 18:59:02,000 - mmdet - INFO - Epoch [51][200/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4186, loss_bbox: 0.3469, d0.loss_cls: 0.4935, d0.loss_bbox: 0.3817 d1.loss_cls: 0.3811, d1.loss_bbox: 0.5244 d2.loss_cls: 0.5998, d2.loss_bbox: 0.3426 d3.loss_cls: 0.4643, d3.loss_bbox: 0.5826 d4.loss_cls: 0.4933, d4.loss_bbox: 0.5504, loss: 4.5741, grad_norm: 55.4655
2024-03-24 20:30:07,544 - my_logger - INFO - 2024-03-29 19:01:02,000 - mmdet - INFO - Epoch [51][250/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3988, loss_bbox: 0.5662, d0.loss_cls: 0.5197, d0.loss_bbox: 0.3360 d1.loss_cls: 0.4697, d1.loss_bbox: 0.3569 d2.loss_cls: 0.4156, d2.loss_bbox: 0.3515 d3.loss_cls: 0.5912, d3.loss_bbox: 0.4480 d4.loss_cls: 0.5675, d4.loss_bbox: 0.3156, loss: 4.7024, grad_norm: 52.7591
2024-03-24 20:30:07,544 - my_logger - INFO - 2024-03-29 19:03:02,000 - mmdet - INFO - Epoch [51][300/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4634, loss_bbox: 0.5980, d0.loss_cls: 0.5839, d0.loss_bbox: 0.4938 d1.loss_cls: 0.5909, d1.loss_bbox: 0.5269 d2.loss_cls: 0.4966, d2.loss_bbox: 0.4855 d3.loss_cls: 0.3127, d3.loss_bbox: 0.3400 d4.loss_cls: 0.3576, d4.loss_bbox: 0.4142, loss: 4.2242, grad_norm: 54.0210
2024-03-24 20:30:07,545 - my_logger - INFO - 2024-03-29 19:05:02,000 - mmdet - INFO - Epoch [51][350/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3071, loss_bbox: 0.5158, d0.loss_cls: 0.5675, d0.loss_bbox: 0.4404 d1.loss_cls: 0.3608, d1.loss_bbox: 0.5347 d2.loss_cls: 0.3404, d2.loss_bbox: 0.3299 d3.loss_cls: 0.4144, d3.loss_bbox: 0.5015 d4.loss_cls: 0.3159, d4.loss_bbox: 0.5007, loss: 3.7138, grad_norm: 50.2476
2024-03-24 20:30:07,545 - my_logger - INFO - 2024-03-29 19:07:02,000 - mmdet - INFO - Epoch [51][400/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3110, loss_bbox: 0.4380, d0.loss_cls: 0.3828, d0.loss_bbox: 0.5614 d1.loss_cls: 0.3058, d1.loss_bbox: 0.3725 d2.loss_cls: 0.4471, d2.loss_bbox: 0.5171 d3.loss_cls: 0.5884, d3.loss_bbox: 0.5797 d4.loss_cls: 0.3209, d4.loss_bbox: 0.3696, loss: 4.7117, grad_norm: 55.0436
2024-03-24 20:30:07,546 - my_logger - INFO - 2024-03-29 19:09:02,000 - mmdet - INFO - Epoch [51][450/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4502, loss_bbox: 0.4520, d0.loss_cls: 0.4108, d0.loss_bbox: 0.5543 d1.loss_cls: 0.3563, d1.loss_bbox: 0.4861 d2.loss_cls: 0.4440, d2.loss_bbox: 0.5846 d3.loss_cls: 0.5086, d3.loss_bbox: 0.4183 d4.loss_cls: 0.5094, d4.loss_bbox: 0.5204, loss: 3.7578, grad_norm: 55.8507
2024-03-24 20:30:07,546 - my_logger - INFO - 2024-03-29 19:11:02,000 - mmdet - INFO - Epoch [51][500/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3738, loss_bbox: 0.5709, d0.loss_cls: 0.5460, d0.loss_bbox: 0.3615 d1.loss_cls: 0.3387, d1.loss_bbox: 0.4100 d2.loss_cls: 0.5526, d2.loss_bbox: 0.3539 d3.loss_cls: 0.3655, d3.loss_bbox: 0.5848 d4.loss_cls: 0.3182, d4.loss_bbox: 0.3587, loss: 4.9319, grad_norm: 51.2687
2024-03-24 20:30:07,546 - my_logger - INFO - 2024-03-29 19:13:02,000 - mmdet - INFO - Epoch [51][550/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5425, loss_bbox: 0.5956, d0.loss_cls: 0.4515, d0.loss_bbox: 0.3638 d1.loss_cls: 0.3362, d1.loss_bbox: 0.3726 d2.loss_cls: 0.5697, d2.loss_bbox: 0.3881 d3.loss_cls: 0.4971, d3.loss_bbox: 0.3718 d4.loss_cls: 0.4997, d4.loss_bbox: 0.5153, loss: 3.5989, grad_norm: 58.8088
2024-03-24 20:30:07,547 - my_logger - INFO - 2024-03-29 19:15:02,000 - mmdet - INFO - Epoch [51][600/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5442, loss_bbox: 0.3400, d0.loss_cls: 0.4767, d0.loss_bbox: 0.3533 d1.loss_cls: 0.4879, d1.loss_bbox: 0.3143 d2.loss_cls: 0.5573, d2.loss_bbox: 0.4242 d3.loss_cls: 0.4681, d3.loss_bbox: 0.4017 d4.loss_cls: 0.6000, d4.loss_bbox: 0.5190, loss: 4.4055, grad_norm: 50.7492
2024-03-24 20:30:07,547 - my_logger - INFO - 2024-03-29 19:17:02,000 - mmdet - INFO - Epoch [51][650/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5788, loss_bbox: 0.5751, d0.loss_cls: 0.3171, d0.loss_bbox: 0.4565 d1.loss_cls: 0.3515, d1.loss_bbox: 0.5452 d2.loss_cls: 0.4500, d2.loss_bbox: 0.4557 d3.loss_cls: 0.3775, d3.loss_bbox: 0.5056 d4.loss_cls: 0.4337, d4.loss_bbox: 0.3047, loss: 3.5773, grad_norm: 54.1757
2024-03-24 20:30:07,547 - my_logger - INFO - 2024-03-29 19:19:02,000 - mmdet - INFO - Epoch [51][700/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3427, loss_bbox: 0.3431, d0.loss_cls: 0.4423, d0.loss_bbox: 0.4191 d1.loss_cls: 0.5371, d1.loss_bbox: 0.3091 d2.loss_cls: 0.5464, d2.loss_bbox: 0.5221 d3.loss_cls: 0.3801, d3.loss_bbox: 0.4819 d4.loss_cls: 0.3382, d4.loss_bbox: 0.3662, loss: 4.8833, grad_norm: 52.7963
2024-03-24 20:30:07,548 - my_logger - INFO - 2024-03-29 19:21:02,000 - mmdet - INFO - Epoch [51][750/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5438, loss_bbox: 0.4706, d0.loss_cls: 0.4143, d0.loss_bbox: 0.5279 d1.loss_cls: 0.3070, d1.loss_bbox: 0.5939 d2.loss_cls: 0.5060, d2.loss_bbox: 0.4640 d3.loss_cls: 0.5887, d3.loss_bbox: 0.4253 d4.loss_cls: 0.3327, d4.loss_bbox: 0.4927, loss: 4.8321, grad_norm: 50.7654
2024-03-24 20:30:07,555 - my_logger - INFO - 2024-03-29 19:23:02,000 - mmdet - INFO - Epoch [51][800/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5860, loss_bbox: 0.3119, d0.loss_cls: 0.4880, d0.loss_bbox: 0.3436 d1.loss_cls: 0.5476, d1.loss_bbox: 0.3100 d2.loss_cls: 0.4989, d2.loss_bbox: 0.3120 d3.loss_cls: 0.5316, d3.loss_bbox: 0.3009 d4.loss_cls: 0.5018, d4.loss_bbox: 0.5117, loss: 4.3860, grad_norm: 58.0048
2024-03-24 20:30:07,557 - my_logger - INFO - 2024-03-29 19:25:02,000 - mmdet - INFO - Epoch [51][850/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5125, loss_bbox: 0.3895, d0.loss_cls: 0.4335, d0.loss_bbox: 0.5250 d1.loss_cls: 0.4002, d1.loss_bbox: 0.3523 d2.loss_cls: 0.3179, d2.loss_bbox: 0.5196 d3.loss_cls: 0.3342, d3.loss_bbox: 0.3456 d4.loss_cls: 0.4263, d4.loss_bbox: 0.5553, loss: 4.1473, grad_norm: 52.6630
2024-03-24 20:30:07,557 - my_logger - INFO - 2024-03-29 19:27:02,000 - mmdet - INFO - Epoch [51][900/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2696, loss_bbox: 0.3608, d0.loss_cls: 0.3086, d0.loss_bbox: 0.5571 d1.loss_cls: 0.5050, d1.loss_bbox: 0.5438 d2.loss_cls: 0.4810, d2.loss_bbox: 0.5277 d3.loss_cls: 0.4053, d3.loss_bbox: 0.5123 d4.loss_cls: 0.4914, d4.loss_bbox: 0.5380, loss: 4.6581, grad_norm: 58.9852
2024-03-24 20:30:07,558 - my_logger - INFO - 2024-03-29 19:29:02,000 - mmdet - INFO - Epoch [51][950/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4574, loss_bbox: 0.3663, d0.loss_cls: 0.4194, d0.loss_bbox: 0.4763 d1.loss_cls: 0.5370, d1.loss_bbox: 0.5494 d2.loss_cls: 0.5966, d2.loss_bbox: 0.5290 d3.loss_cls: 0.4185, d3.loss_bbox: 0.4148 d4.loss_cls: 0.5359, d4.loss_bbox: 0.3138, loss: 4.5799, grad_norm: 53.9971
2024-03-24 20:30:07,559 - my_logger - INFO - 2024-03-29 19:31:02,000 - mmdet - INFO - Epoch [51][1000/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3548, loss_bbox: 0.5836, d0.loss_cls: 0.3228, d0.loss_bbox: 0.4569 d1.loss_cls: 0.5512, d1.loss_bbox: 0.5599 d2.loss_cls: 0.5933, d2.loss_bbox: 0.3771 d3.loss_cls: 0.3315, d3.loss_bbox: 0.4416 d4.loss_cls: 0.5570, d4.loss_bbox: 0.3461, loss: 4.7815, grad_norm: 52.1407
2024-03-24 20:30:07,559 - my_logger - INFO - 2024-03-29 19:33:02,000 - mmdet - INFO - Epoch [51][1050/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5234, loss_bbox: 0.5742, d0.loss_cls: 0.4974, d0.loss_bbox: 0.3206 d1.loss_cls: 0.5934, d1.loss_bbox: 0.5838 d2.loss_cls: 0.5490, d2.loss_bbox: 0.4109 d3.loss_cls: 0.4752, d3.loss_bbox: 0.5559 d4.loss_cls: 0.4864, d4.loss_bbox: 0.3565, loss: 4.9088, grad_norm: 52.9124
2024-03-24 20:30:07,560 - my_logger - INFO - 2024-03-29 19:35:02,000 - mmdet - INFO - Epoch [51][1100/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2788, loss_bbox: 0.4198, d0.loss_cls: 0.3625, d0.loss_bbox: 0.5599 d1.loss_cls: 0.3697, d1.loss_bbox: 0.3920 d2.loss_cls: 0.4026, d2.loss_bbox: 0.5035 d3.loss_cls: 0.3265, d3.loss_bbox: 0.5604 d4.loss_cls: 0.3744, d4.loss_bbox: 0.4340, loss: 4.2025, grad_norm: 53.9514
2024-03-24 20:30:07,560 - my_logger - INFO - 2024-03-29 19:37:02,000 - mmdet - INFO - Epoch [51][1150/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3503, loss_bbox: 0.5397, d0.loss_cls: 0.4414, d0.loss_bbox: 0.3532 d1.loss_cls: 0.5379, d1.loss_bbox: 0.4422 d2.loss_cls: 0.3839, d2.loss_bbox: 0.5941 d3.loss_cls: 0.5277, d3.loss_bbox: 0.4926 d4.loss_cls: 0.3092, d4.loss_bbox: 0.4047, loss: 4.1174, grad_norm: 59.0349
2024-03-24 20:30:07,561 - my_logger - INFO - 2024-03-29 19:39:02,000 - mmdet - INFO - Epoch [51][1200/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3038, loss_bbox: 0.5252, d0.loss_cls: 0.5218, d0.loss_bbox: 0.3515 d1.loss_cls: 0.4032, d1.loss_bbox: 0.5798 d2.loss_cls: 0.4693, d2.loss_bbox: 0.5585 d3.loss_cls: 0.3488, d3.loss_bbox: 0.5525 d4.loss_cls: 0.3669, d4.loss_bbox: 0.3853, loss: 4.0373, grad_norm: 51.3953
2024-03-24 20:30:07,561 - my_logger - INFO - 2024-03-29 19:41:02,000 - mmdet - INFO - Epoch [51][1250/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5524, loss_bbox: 0.5480, d0.loss_cls: 0.3957, d0.loss_bbox: 0.4726 d1.loss_cls: 0.5194, d1.loss_bbox: 0.4397 d2.loss_cls: 0.5540, d2.loss_bbox: 0.4364 d3.loss_cls: 0.5101, d3.loss_bbox: 0.3584 d4.loss_cls: 0.5036, d4.loss_bbox: 0.4843, loss: 4.2914, grad_norm: 52.7933
2024-03-24 20:30:07,562 - my_logger - INFO - 2024-03-29 19:43:02,000 - mmdet - INFO - Epoch [51][1300/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5496, loss_bbox: 0.3383, d0.loss_cls: 0.3568, d0.loss_bbox: 0.5834 d1.loss_cls: 0.3348, d1.loss_bbox: 0.3931 d2.loss_cls: 0.4882, d2.loss_bbox: 0.5597 d3.loss_cls: 0.4645, d3.loss_bbox: 0.4579 d4.loss_cls: 0.3316, d4.loss_bbox: 0.3705, loss: 4.6820, grad_norm: 51.3122
2024-03-24 20:30:07,562 - my_logger - INFO - 2024-03-29 19:45:02,000 - mmdet - INFO - Epoch [51][1350/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5219, loss_bbox: 0.5130, d0.loss_cls: 0.3601, d0.loss_bbox: 0.5705 d1.loss_cls: 0.4703, d1.loss_bbox: 0.5308 d2.loss_cls: 0.3683, d2.loss_bbox: 0.3826 d3.loss_cls: 0.3245, d3.loss_bbox: 0.4495 d4.loss_cls: 0.3893, d4.loss_bbox: 0.4989, loss: 4.1709, grad_norm: 52.1491
2024-03-24 20:30:07,562 - my_logger - INFO - 2024-03-29 19:47:02,000 - mmdet - INFO - Epoch [51][1400/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4169, loss_bbox: 0.4476, d0.loss_cls: 0.5291, d0.loss_bbox: 0.4560 d1.loss_cls: 0.4171, d1.loss_bbox: 0.3295 d2.loss_cls: 0.5231, d2.loss_bbox: 0.4544 d3.loss_cls: 0.4587, d3.loss_bbox: 0.3746 d4.loss_cls: 0.4851, d4.loss_bbox: 0.5173, loss: 4.9033, grad_norm: 57.1734
2024-03-24 20:30:07,563 - my_logger - INFO - 2024-03-29 19:49:02,000 - mmdet - INFO - Epoch [51][1450/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4690, loss_bbox: 0.5757, d0.loss_cls: 0.5964, d0.loss_bbox: 0.5463 d1.loss_cls: 0.3755, d1.loss_bbox: 0.3865 d2.loss_cls: 0.3674, d2.loss_bbox: 0.3863 d3.loss_cls: 0.5915, d3.loss_bbox: 0.3336 d4.loss_cls: 0.4220, d4.loss_bbox: 0.5320, loss: 4.8098, grad_norm: 59.5371
2024-03-24 20:30:07,563 - my_logger - INFO - 2024-03-29 19:51:02,000 - mmdet - INFO - Epoch [51][1500/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4817, loss_bbox: 0.5341, d0.loss_cls: 0.3628, d0.loss_bbox: 0.5736 d1.loss_cls: 0.3160, d1.loss_bbox: 0.5914 d2.loss_cls: 0.4920, d2.loss_bbox: 0.4445 d3.loss_cls: 0.3839, d3.loss_bbox: 0.4290 d4.loss_cls: 0.4065, d4.loss_bbox: 0.3055, loss: 3.8123, grad_norm: 55.6619
2024-03-24 20:30:07,564 - my_logger - INFO - 2024-03-29 19:53:02,000 - mmdet - INFO - Epoch [51][1550/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3613, loss_bbox: 0.5218, d0.loss_cls: 0.3304, d0.loss_bbox: 0.5554 d1.loss_cls: 0.4325, d1.loss_bbox: 0.3490 d2.loss_cls: 0.3472, d2.loss_bbox: 0.4284 d3.loss_cls: 0.3881, d3.loss_bbox: 0.3257 d4.loss_cls: 0.3813, d4.loss_bbox: 0.5559, loss: 3.7261, grad_norm: 53.8756
2024-03-24 20:30:07,570 - my_logger - INFO - 2024-03-29 19:55:02,000 - mmdet - INFO - Epoch [51][1600/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3753, loss_bbox: 0.4020, d0.loss_cls: 0.5103, d0.loss_bbox: 0.4922 d1.loss_cls: 0.4620, d1.loss_bbox: 0.5200 d2.loss_cls: 0.5572, d2.loss_bbox: 0.4462 d3.loss_cls: 0.4361, d3.loss_bbox: 0.3495 d4.loss_cls: 0.4341, d4.loss_bbox: 0.5118, loss: 4.9202, grad_norm: 53.2018
2024-03-24 20:30:07,570 - my_logger - INFO - 2024-03-29 19:57:02,000 - mmdet - INFO - Epoch [51][1650/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4879, loss_bbox: 0.4404, d0.loss_cls: 0.4501, d0.loss_bbox: 0.3199 d1.loss_cls: 0.4183, d1.loss_bbox: 0.4630 d2.loss_cls: 0.3546, d2.loss_bbox: 0.5660 d3.loss_cls: 0.3926, d3.loss_bbox: 0.5423 d4.loss_cls: 0.4848, d4.loss_bbox: 0.4523, loss: 4.9905, grad_norm: 55.5071
2024-03-24 20:30:07,571 - my_logger - INFO - 2024-03-29 19:59:02,000 - mmdet - INFO - Epoch [51][1700/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2808, loss_bbox: 0.3076, d0.loss_cls: 0.5871, d0.loss_bbox: 0.3959 d1.loss_cls: 0.3773, d1.loss_bbox: 0.5707 d2.loss_cls: 0.3647, d2.loss_bbox: 0.4007 d3.loss_cls: 0.5703, d3.loss_bbox: 0.3549 d4.loss_cls: 0.3076, d4.loss_bbox: 0.5690, loss: 4.3813, grad_norm: 56.8627
2024-03-24 20:30:07,571 - my_logger - INFO - 2024-03-29 20:01:02,000 - mmdet - INFO - Epoch [51][1750/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3474, loss_bbox: 0.4657, d0.loss_cls: 0.5039, d0.loss_bbox: 0.5087 d1.loss_cls: 0.4590, d1.loss_bbox: 0.3236 d2.loss_cls: 0.3061, d2.loss_bbox: 0.5959 d3.loss_cls: 0.3849, d3.loss_bbox: 0.5844 d4.loss_cls: 0.5204, d4.loss_bbox: 0.5442, loss: 4.0007, grad_norm: 57.5603
2024-03-24 20:30:07,572 - my_logger - INFO - 2024-03-29 20:03:02,000 - mmdet - INFO - Epoch [51][1800/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5596, loss_bbox: 0.3286, d0.loss_cls: 0.4744, d0.loss_bbox: 0.4914 d1.loss_cls: 0.3323, d1.loss_bbox: 0.5737 d2.loss_cls: 0.3069, d2.loss_bbox: 0.3569 d3.loss_cls: 0.3351, d3.loss_bbox: 0.3878 d4.loss_cls: 0.3299, d4.loss_bbox: 0.5969, loss: 4.1261, grad_norm: 57.1074
2024-03-24 20:30:07,572 - my_logger - INFO - 2024-03-29 20:05:02,000 - mmdet - INFO - Epoch [51][1850/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4094, loss_bbox: 0.4594, d0.loss_cls: 0.5473, d0.loss_bbox: 0.4470 d1.loss_cls: 0.4928, d1.loss_bbox: 0.5978 d2.loss_cls: 0.5564, d2.loss_bbox: 0.4810 d3.loss_cls: 0.3883, d3.loss_bbox: 0.3702 d4.loss_cls: 0.5206, d4.loss_bbox: 0.5975, loss: 3.6376, grad_norm: 56.9754
2024-03-24 20:30:07,572 - my_logger - INFO - 2024-03-29 20:07:02,000 - mmdet - INFO - Epoch [51][1900/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3360, loss_bbox: 0.3140, d0.loss_cls: 0.5746, d0.loss_bbox: 0.5093 d1.loss_cls: 0.5543, d1.loss_bbox: 0.3572 d2.loss_cls: 0.5202, d2.loss_bbox: 0.5994 d3.loss_cls: 0.5788, d3.loss_bbox: 0.5017 d4.loss_cls: 0.3373, d4.loss_bbox: 0.3072, loss: 3.9216, grad_norm: 50.8736
2024-03-24 20:30:07,573 - my_logger - INFO - 2024-03-29 20:09:02,000 - mmdet - INFO - Epoch [51][1950/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4070, loss_bbox: 0.4165, d0.loss_cls: 0.5956, d0.loss_bbox: 0.4135 d1.loss_cls: 0.3873, d1.loss_bbox: 0.4081 d2.loss_cls: 0.3762, d2.loss_bbox: 0.3161 d3.loss_cls: 0.5499, d3.loss_bbox: 0.5025 d4.loss_cls: 0.3393, d4.loss_bbox: 0.5066, loss: 4.9627, grad_norm: 54.9109
2024-03-24 20:30:07,573 - my_logger - INFO - 2024-03-29 20:11:02,000 - mmdet - INFO - Epoch [51][2000/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5314, loss_bbox: 0.5254, d0.loss_cls: 0.3390, d0.loss_bbox: 0.5601 d1.loss_cls: 0.3503, d1.loss_bbox: 0.4319 d2.loss_cls: 0.4863, d2.loss_bbox: 0.5105 d3.loss_cls: 0.4430, d3.loss_bbox: 0.3786 d4.loss_cls: 0.5777, d4.loss_bbox: 0.3391, loss: 3.5118, grad_norm: 52.8904
2024-03-24 20:30:07,573 - my_logger - INFO - 2024-03-29 20:13:02,000 - mmdet - INFO - Epoch [51][2050/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3066, loss_bbox: 0.3902, d0.loss_cls: 0.3030, d0.loss_bbox: 0.5888 d1.loss_cls: 0.5951, d1.loss_bbox: 0.5653 d2.loss_cls: 0.3268, d2.loss_bbox: 0.5934 d3.loss_cls: 0.5235, d3.loss_bbox: 0.3220 d4.loss_cls: 0.5182, d4.loss_bbox: 0.4837, loss: 4.6241, grad_norm: 55.0365
2024-03-24 20:30:07,574 - my_logger - INFO - 2024-03-29 20:15:02,000 - mmdet - INFO - Epoch [51][2100/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5252, loss_bbox: 0.3503, d0.loss_cls: 0.4062, d0.loss_bbox: 0.5567 d1.loss_cls: 0.4402, d1.loss_bbox: 0.3780 d2.loss_cls: 0.3834, d2.loss_bbox: 0.3332 d3.loss_cls: 0.3617, d3.loss_bbox: 0.3845 d4.loss_cls: 0.4118, d4.loss_bbox: 0.5229, loss: 4.9465, grad_norm: 57.3927
2024-03-24 20:30:07,574 - my_logger - INFO - 2024-03-29 20:17:02,000 - mmdet - INFO - Epoch [51][2150/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3717, loss_bbox: 0.4281, d0.loss_cls: 0.5853, d0.loss_bbox: 0.3017 d1.loss_cls: 0.4082, d1.loss_bbox: 0.4988 d2.loss_cls: 0.5672, d2.loss_bbox: 0.3082 d3.loss_cls: 0.5599, d3.loss_bbox: 0.5054 d4.loss_cls: 0.4605, d4.loss_bbox: 0.3094, loss: 4.2044, grad_norm: 58.6158
2024-03-24 20:30:07,575 - my_logger - INFO - 2024-03-29 20:19:02,000 - mmdet - INFO - Epoch [51][2200/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5672, loss_bbox: 0.5207, d0.loss_cls: 0.5154, d0.loss_bbox: 0.4579 d1.loss_cls: 0.4825, d1.loss_bbox: 0.5529 d2.loss_cls: 0.4575, d2.loss_bbox: 0.5224 d3.loss_cls: 0.5099, d3.loss_bbox: 0.5281 d4.loss_cls: 0.3634, d4.loss_bbox: 0.4017, loss: 3.5878, grad_norm: 53.6470
2024-03-24 20:30:07,575 - my_logger - INFO - 2024-03-29 20:21:02,000 - mmdet - INFO - Epoch [51][2250/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3173, loss_bbox: 0.5773, d0.loss_cls: 0.4081, d0.loss_bbox: 0.5030 d1.loss_cls: 0.3851, d1.loss_bbox: 0.3274 d2.loss_cls: 0.5321, d2.loss_bbox: 0.5191 d3.loss_cls: 0.5228, d3.loss_bbox: 0.5958 d4.loss_cls: 0.4487, d4.loss_bbox: 0.5047, loss: 4.8815, grad_norm: 50.9019
2024-03-24 20:30:07,575 - my_logger - INFO - 2024-03-29 20:23:02,000 - mmdet - INFO - Epoch [51][2300/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2786, loss_bbox: 0.3070, d0.loss_cls: 0.3279, d0.loss_bbox: 0.4599 d1.loss_cls: 0.5600, d1.loss_bbox: 0.3556 d2.loss_cls: 0.4566, d2.loss_bbox: 0.5369 d3.loss_cls: 0.3194, d3.loss_bbox: 0.4736 d4.loss_cls: 0.3570, d4.loss_bbox: 0.4304, loss: 4.3314, grad_norm: 53.0392
2024-03-24 20:30:07,576 - my_logger - INFO - 2024-03-29 20:25:02,000 - mmdet - INFO - Epoch [51][2350/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3933, loss_bbox: 0.4847, d0.loss_cls: 0.3572, d0.loss_bbox: 0.4963 d1.loss_cls: 0.4068, d1.loss_bbox: 0.3113 d2.loss_cls: 0.4412, d2.loss_bbox: 0.3048 d3.loss_cls: 0.3936, d3.loss_bbox: 0.5798 d4.loss_cls: 0.4384, d4.loss_bbox: 0.4686, loss: 3.7710, grad_norm: 52.4036
2024-03-24 20:30:07,576 - my_logger - INFO - 2024-03-29 20:27:02,000 - mmdet - INFO - Epoch [51][2400/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3965, loss_bbox: 0.4686, d0.loss_cls: 0.5276, d0.loss_bbox: 0.5691 d1.loss_cls: 0.5867, d1.loss_bbox: 0.4697 d2.loss_cls: 0.5322, d2.loss_bbox: 0.4206 d3.loss_cls: 0.4225, d3.loss_bbox: 0.3748 d4.loss_cls: 0.3195, d4.loss_bbox: 0.5997, loss: 4.3547, grad_norm: 55.6709
2024-03-24 20:30:07,577 - my_logger - INFO - 2024-03-29 20:29:02,000 - mmdet - INFO - Epoch [51][2450/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3418, loss_bbox: 0.4595, d0.loss_cls: 0.4734, d0.loss_bbox: 0.4525 d1.loss_cls: 0.3047, d1.loss_bbox: 0.4491 d2.loss_cls: 0.5030, d2.loss_bbox: 0.4565 d3.loss_cls: 0.5095, d3.loss_bbox: 0.4405 d4.loss_cls: 0.5015, d4.loss_bbox: 0.3460, loss: 4.4768, grad_norm: 59.3393
2024-03-24 20:30:07,577 - my_logger - INFO - 2024-03-29 20:31:02,000 - mmdet - INFO - Epoch [51][2500/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5909, loss_bbox: 0.4797, d0.loss_cls: 0.4036, d0.loss_bbox: 0.3176 d1.loss_cls: 0.5569, d1.loss_bbox: 0.3064 d2.loss_cls: 0.3081, d2.loss_bbox: 0.4442 d3.loss_cls: 0.3063, d3.loss_bbox: 0.5329 d4.loss_cls: 0.5925, d4.loss_bbox: 0.3041, loss: 4.4420, grad_norm: 50.0552
2024-03-24 20:30:07,577 - my_logger - INFO - 2024-03-29 20:33:02,000 - mmdet - INFO - Epoch [51][2550/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3021, loss_bbox: 0.4684, d0.loss_cls: 0.4557, d0.loss_bbox: 0.3699 d1.loss_cls: 0.5682, d1.loss_bbox: 0.3964 d2.loss_cls: 0.3632, d2.loss_bbox: 0.5785 d3.loss_cls: 0.3416, d3.loss_bbox: 0.4233 d4.loss_cls: 0.3304, d4.loss_bbox: 0.3323, loss: 4.2337, grad_norm: 58.6340
2024-03-24 20:30:07,578 - my_logger - INFO - 2024-03-29 20:35:02,000 - mmdet - INFO - Epoch [51][2600/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3577, loss_bbox: 0.5936, d0.loss_cls: 0.3154, d0.loss_bbox: 0.4827 d1.loss_cls: 0.3555, d1.loss_bbox: 0.3029 d2.loss_cls: 0.5417, d2.loss_bbox: 0.3689 d3.loss_cls: 0.5346, d3.loss_bbox: 0.3596 d4.loss_cls: 0.4260, d4.loss_bbox: 0.5572, loss: 3.9350, grad_norm: 59.2695
2024-03-24 20:30:07,578 - my_logger - INFO - 2024-03-29 20:37:02,000 - mmdet - INFO - Epoch [51][2650/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3436, loss_bbox: 0.5988, d0.loss_cls: 0.4192, d0.loss_bbox: 0.4377 d1.loss_cls: 0.4443, d1.loss_bbox: 0.5681 d2.loss_cls: 0.5001, d2.loss_bbox: 0.5135 d3.loss_cls: 0.4109, d3.loss_bbox: 0.5731 d4.loss_cls: 0.4613, d4.loss_bbox: 0.4005, loss: 3.7442, grad_norm: 54.0703
2024-03-24 20:30:07,579 - my_logger - INFO - 2024-03-29 20:39:02,000 - mmdet - INFO - Epoch [51][2700/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3182, loss_bbox: 0.4992, d0.loss_cls: 0.3051, d0.loss_bbox: 0.3604 d1.loss_cls: 0.3479, d1.loss_bbox: 0.4520 d2.loss_cls: 0.3424, d2.loss_bbox: 0.3902 d3.loss_cls: 0.3203, d3.loss_bbox: 0.3195 d4.loss_cls: 0.5766, d4.loss_bbox: 0.3234, loss: 3.6281, grad_norm: 53.1984
2024-03-24 20:30:07,579 - my_logger - INFO - 2024-03-29 20:41:02,000 - mmdet - INFO - Epoch [51][2750/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5325, loss_bbox: 0.4334, d0.loss_cls: 0.3455, d0.loss_bbox: 0.5191 d1.loss_cls: 0.4802, d1.loss_bbox: 0.4799 d2.loss_cls: 0.3992, d2.loss_bbox: 0.3000 d3.loss_cls: 0.3745, d3.loss_bbox: 0.3543 d4.loss_cls: 0.4134, d4.loss_bbox: 0.5118, loss: 3.9473, grad_norm: 53.2510
2024-03-24 20:30:07,580 - my_logger - INFO - 2024-03-29 20:43:02,000 - mmdet - INFO - Epoch [51][2800/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3138, loss_bbox: 0.5122, d0.loss_cls: 0.5968, d0.loss_bbox: 0.4245 d1.loss_cls: 0.5077, d1.loss_bbox: 0.4895 d2.loss_cls: 0.4497, d2.loss_bbox: 0.5248 d3.loss_cls: 0.4226, d3.loss_bbox: 0.4637 d4.loss_cls: 0.4288, d4.loss_bbox: 0.3332, loss: 4.9856, grad_norm: 57.3671
2024-03-24 20:30:07,586 - my_logger - INFO - 2024-03-29 20:45:02,000 - mmdet - INFO - Epoch [51][2850/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.6000, loss_bbox: 0.3479, d0.loss_cls: 0.5019, d0.loss_bbox: 0.3965 d1.loss_cls: 0.4991, d1.loss_bbox: 0.3856 d2.loss_cls: 0.5037, d2.loss_bbox: 0.3192 d3.loss_cls: 0.4586, d3.loss_bbox: 0.3632 d4.loss_cls: 0.4616, d4.loss_bbox: 0.4012, loss: 4.2121, grad_norm: 50.8809
2024-03-24 20:30:07,586 - my_logger - INFO - 2024-03-29 20:47:02,000 - mmdet - INFO - Epoch [51][2900/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5997, loss_bbox: 0.4302, d0.loss_cls: 0.5290, d0.loss_bbox: 0.3885 d1.loss_cls: 0.4683, d1.loss_bbox: 0.5665 d2.loss_cls: 0.3005, d2.loss_bbox: 0.4795 d3.loss_cls: 0.5260, d3.loss_bbox: 0.5366 d4.loss_cls: 0.4103, d4.loss_bbox: 0.5852, loss: 3.6202, grad_norm: 58.1752
2024-03-24 20:30:07,587 - my_logger - INFO - 2024-03-29 20:49:02,000 - mmdet - INFO - Epoch [51][2950/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4111, loss_bbox: 0.3397, d0.loss_cls: 0.4611, d0.loss_bbox: 0.3318 d1.loss_cls: 0.3276, d1.loss_bbox: 0.5049 d2.loss_cls: 0.3242, d2.loss_bbox: 0.5637 d3.loss_cls: 0.3484, d3.loss_bbox: 0.3663 d4.loss_cls: 0.5264, d4.loss_bbox: 0.3213, loss: 3.6121, grad_norm: 52.2424
2024-03-24 20:30:07,587 - my_logger - INFO - 2024-03-29 20:51:02,000 - mmdet - INFO - Epoch [51][3000/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4969, loss_bbox: 0.5626, d0.loss_cls: 0.3015, d0.loss_bbox: 0.5183 d1.loss_cls: 0.3750, d1.loss_bbox: 0.4026 d2.loss_cls: 0.4227, d2.loss_bbox: 0.4545 d3.loss_cls: 0.5968, d3.loss_bbox: 0.5450 d4.loss_cls: 0.5852, d4.loss_bbox: 0.5742, loss: 3.6484, grad_norm: 57.2460
2024-03-24 20:30:07,587 - my_logger - INFO - 2024-03-29 20:53:02,000 - mmdet - INFO - Epoch [51][3050/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3502, loss_bbox: 0.3215, d0.loss_cls: 0.3399, d0.loss_bbox: 0.3479 d1.loss_cls: 0.5305, d1.loss_bbox: 0.4919 d2.loss_cls: 0.3566, d2.loss_bbox: 0.5014 d3.loss_cls: 0.4250, d3.loss_bbox: 0.5543 d4.loss_cls: 0.4713, d4.loss_bbox: 0.5923, loss: 4.0830, grad_norm: 55.3634
2024-03-24 20:30:07,588 - my_logger - INFO - 2024-03-29 20:55:02,000 - mmdet - INFO - Epoch [51][3100/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3532, loss_bbox: 0.3875, d0.loss_cls: 0.3726, d0.loss_bbox: 0.5821 d1.loss_cls: 0.4994, d1.loss_bbox: 0.4567 d2.loss_cls: 0.5341, d2.loss_bbox: 0.5832 d3.loss_cls: 0.4962, d3.loss_bbox: 0.4058 d4.loss_cls: 0.5428, d4.loss_bbox: 0.5129, loss: 3.5141, grad_norm: 59.2603
2024-03-24 20:30:07,588 - my_logger - INFO - 2024-03-29 20:57:02,000 - mmdet - INFO - Epoch [51][3150/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3338, loss_bbox: 0.5266, d0.loss_cls: 0.3065, d0.loss_bbox: 0.5082 d1.loss_cls: 0.3109, d1.loss_bbox: 0.4010 d2.loss_cls: 0.4142, d2.loss_bbox: 0.4437 d3.loss_cls: 0.5756, d3.loss_bbox: 0.5403 d4.loss_cls: 0.5979, d4.loss_bbox: 0.4877, loss: 4.1635, grad_norm: 53.0310
2024-03-24 20:30:07,589 - my_logger - INFO - 2024-03-29 20:59:02,000 - mmdet - INFO - Epoch [51][3200/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4526, loss_bbox: 0.3673, d0.loss_cls: 0.3500, d0.loss_bbox: 0.4583 d1.loss_cls: 0.3105, d1.loss_bbox: 0.3473 d2.loss_cls: 0.3123, d2.loss_bbox: 0.5115 d3.loss_cls: 0.5035, d3.loss_bbox: 0.5778 d4.loss_cls: 0.4878, d4.loss_bbox: 0.4089, loss: 4.7286, grad_norm: 54.8416
2024-03-24 20:30:07,589 - my_logger - INFO - 2024-03-29 21:01:02,000 - mmdet - INFO - Epoch [51][3250/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3568, loss_bbox: 0.3107, d0.loss_cls: 0.4006, d0.loss_bbox: 0.5989 d1.loss_cls: 0.3504, d1.loss_bbox: 0.4270 d2.loss_cls: 0.3097, d2.loss_bbox: 0.3850 d3.loss_cls: 0.3542, d3.loss_bbox: 0.3029 d4.loss_cls: 0.4314, d4.loss_bbox: 0.4415, loss: 4.8109, grad_norm: 57.5014
2024-03-24 20:30:07,589 - my_logger - INFO - 2024-03-29 21:03:02,000 - mmdet - INFO - Epoch [51][3300/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3852, loss_bbox: 0.5773, d0.loss_cls: 0.3069, d0.loss_bbox: 0.4195 d1.loss_cls: 0.5832, d1.loss_bbox: 0.4812 d2.loss_cls: 0.3766, d2.loss_bbox: 0.5455 d3.loss_cls: 0.4308, d3.loss_bbox: 0.4076 d4.loss_cls: 0.3775, d4.loss_bbox: 0.4779, loss: 3.6034, grad_norm: 50.5092
2024-03-24 20:30:07,590 - my_logger - INFO - 2024-03-29 21:05:02,000 - mmdet - INFO - Epoch [51][3350/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4859, loss_bbox: 0.5663, d0.loss_cls: 0.3189, d0.loss_bbox: 0.5031 d1.loss_cls: 0.5192, d1.loss_bbox: 0.5995 d2.loss_cls: 0.4739, d2.loss_bbox: 0.3992 d3.loss_cls: 0.3842, d3.loss_bbox: 0.3832 d4.loss_cls: 0.5356, d4.loss_bbox: 0.3393, loss: 3.7939, grad_norm: 54.8779
2024-03-24 20:30:07,590 - my_logger - INFO - 2024-03-29 21:07:02,000 - mmdet - INFO - Epoch [51][3400/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2839, loss_bbox: 0.5373, d0.loss_cls: 0.4533, d0.loss_bbox: 0.5501 d1.loss_cls: 0.5140, d1.loss_bbox: 0.3092 d2.loss_cls: 0.3603, d2.loss_bbox: 0.5440 d3.loss_cls: 0.5737, d3.loss_bbox: 0.3518 d4.loss_cls: 0.4205, d4.loss_bbox: 0.5788, loss: 4.7855, grad_norm: 52.5244
2024-03-24 20:30:07,591 - my_logger - INFO - 2024-03-29 21:09:02,000 - mmdet - INFO - Epoch [51][3450/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3795, loss_bbox: 0.3315, d0.loss_cls: 0.3702, d0.loss_bbox: 0.4772 d1.loss_cls: 0.5118, d1.loss_bbox: 0.5910 d2.loss_cls: 0.5700, d2.loss_bbox: 0.3781 d3.loss_cls: 0.5120, d3.loss_bbox: 0.5647 d4.loss_cls: 0.4151, d4.loss_bbox: 0.5620, loss: 4.6026, grad_norm: 55.3175
2024-03-24 20:30:07,591 - my_logger - INFO - 2024-03-29 21:11:02,000 - mmdet - INFO - Epoch [51][3500/3517][Batch size: 50]	lr: 4.314e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5716, loss_bbox: 0.4214, d0.loss_cls: 0.3282, d0.loss_bbox: 0.5019 d1.loss_cls: 0.4952, d1.loss_bbox: 0.5636 d2.loss_cls: 0.4980, d2.loss_bbox: 0.5546 d3.loss_cls: 0.4782, d3.loss_bbox: 0.4464 d4.loss_cls: 0.3724, d4.loss_bbox: 0.4379, loss: 4.2560, grad_norm: 56.3988
2024-03-24 20:30:07,591 - my_logger - INFO - 2024-03-29 21:13:02,000 - mmdet - INFO - Epoch [52][0/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4745, loss_bbox: 0.3703, d0.loss_cls: 0.3193, d0.loss_bbox: 0.3665 d1.loss_cls: 0.3921, d1.loss_bbox: 0.5100 d2.loss_cls: 0.3535, d2.loss_bbox: 0.4957 d3.loss_cls: 0.4012, d3.loss_bbox: 0.3483 d4.loss_cls: 0.5306, d4.loss_bbox: 0.5045, loss: 3.7891, grad_norm: 52.9021
2024-03-24 20:30:07,592 - my_logger - INFO - 2024-03-29 21:15:02,000 - mmdet - INFO - Epoch [52][50/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3251, loss_bbox: 0.3148, d0.loss_cls: 0.3219, d0.loss_bbox: 0.4769 d1.loss_cls: 0.5114, d1.loss_bbox: 0.5824 d2.loss_cls: 0.3813, d2.loss_bbox: 0.5595 d3.loss_cls: 0.5820, d3.loss_bbox: 0.5686 d4.loss_cls: 0.4765, d4.loss_bbox: 0.5684, loss: 4.5861, grad_norm: 56.2251
2024-03-24 20:30:07,592 - my_logger - INFO - 2024-03-29 21:17:02,000 - mmdet - INFO - Epoch [52][100/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3090, loss_bbox: 0.5694, d0.loss_cls: 0.4290, d0.loss_bbox: 0.5290 d1.loss_cls: 0.5418, d1.loss_bbox: 0.3753 d2.loss_cls: 0.4880, d2.loss_bbox: 0.5789 d3.loss_cls: 0.5748, d3.loss_bbox: 0.4213 d4.loss_cls: 0.4724, d4.loss_bbox: 0.3607, loss: 4.3956, grad_norm: 53.8835
2024-03-24 20:30:07,593 - my_logger - INFO - 2024-03-29 21:19:02,000 - mmdet - INFO - Epoch [52][150/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2717, loss_bbox: 0.5447, d0.loss_cls: 0.4590, d0.loss_bbox: 0.5758 d1.loss_cls: 0.3912, d1.loss_bbox: 0.4819 d2.loss_cls: 0.3789, d2.loss_bbox: 0.5392 d3.loss_cls: 0.3130, d3.loss_bbox: 0.4742 d4.loss_cls: 0.4646, d4.loss_bbox: 0.5753, loss: 4.2477, grad_norm: 56.6391
2024-03-24 20:30:07,593 - my_logger - INFO - 2024-03-29 21:21:02,000 - mmdet - INFO - Epoch [52][200/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2648, loss_bbox: 0.4165, d0.loss_cls: 0.3167, d0.loss_bbox: 0.5059 d1.loss_cls: 0.3642, d1.loss_bbox: 0.3033 d2.loss_cls: 0.4455, d2.loss_bbox: 0.5206 d3.loss_cls: 0.4547, d3.loss_bbox: 0.5741 d4.loss_cls: 0.5959, d4.loss_bbox: 0.5305, loss: 4.0080, grad_norm: 53.9169
2024-03-24 20:30:07,593 - my_logger - INFO - 2024-03-29 21:23:02,000 - mmdet - INFO - Epoch [52][250/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5387, loss_bbox: 0.5149, d0.loss_cls: 0.4295, d0.loss_bbox: 0.4092 d1.loss_cls: 0.3662, d1.loss_bbox: 0.4343 d2.loss_cls: 0.4965, d2.loss_bbox: 0.3935 d3.loss_cls: 0.3830, d3.loss_bbox: 0.3456 d4.loss_cls: 0.3871, d4.loss_bbox: 0.5645, loss: 4.9227, grad_norm: 56.9291
2024-03-24 20:30:07,594 - my_logger - INFO - 2024-03-29 21:25:02,000 - mmdet - INFO - Epoch [52][300/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4297, loss_bbox: 0.4037, d0.loss_cls: 0.4405, d0.loss_bbox: 0.4043 d1.loss_cls: 0.3847, d1.loss_bbox: 0.5708 d2.loss_cls: 0.5003, d2.loss_bbox: 0.5390 d3.loss_cls: 0.5996, d3.loss_bbox: 0.4913 d4.loss_cls: 0.4424, d4.loss_bbox: 0.3764, loss: 4.3128, grad_norm: 55.0842
2024-03-24 20:30:07,594 - my_logger - INFO - 2024-03-29 21:27:02,000 - mmdet - INFO - Epoch [52][350/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5702, loss_bbox: 0.3462, d0.loss_cls: 0.5344, d0.loss_bbox: 0.3901 d1.loss_cls: 0.5217, d1.loss_bbox: 0.3230 d2.loss_cls: 0.4085, d2.loss_bbox: 0.4280 d3.loss_cls: 0.5814, d3.loss_bbox: 0.5205 d4.loss_cls: 0.3942, d4.loss_bbox: 0.4563, loss: 4.8011, grad_norm: 50.0171
2024-03-24 20:30:07,595 - my_logger - INFO - 2024-03-29 21:29:02,000 - mmdet - INFO - Epoch [52][400/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3310, loss_bbox: 0.3150, d0.loss_cls: 0.3707, d0.loss_bbox: 0.3415 d1.loss_cls: 0.3179, d1.loss_bbox: 0.4104 d2.loss_cls: 0.4275, d2.loss_bbox: 0.3731 d3.loss_cls: 0.5828, d3.loss_bbox: 0.5640 d4.loss_cls: 0.5429, d4.loss_bbox: 0.3141, loss: 4.3567, grad_norm: 52.0614
2024-03-24 20:30:07,595 - my_logger - INFO - 2024-03-29 21:31:02,000 - mmdet - INFO - Epoch [52][450/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3317, loss_bbox: 0.5445, d0.loss_cls: 0.4497, d0.loss_bbox: 0.4990 d1.loss_cls: 0.5715, d1.loss_bbox: 0.4425 d2.loss_cls: 0.4031, d2.loss_bbox: 0.3108 d3.loss_cls: 0.3192, d3.loss_bbox: 0.5261 d4.loss_cls: 0.5210, d4.loss_bbox: 0.3307, loss: 3.6639, grad_norm: 57.6346
2024-03-24 20:30:07,595 - my_logger - INFO - 2024-03-29 21:33:02,000 - mmdet - INFO - Epoch [52][500/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4574, loss_bbox: 0.3637, d0.loss_cls: 0.3876, d0.loss_bbox: 0.5480 d1.loss_cls: 0.5236, d1.loss_bbox: 0.5728 d2.loss_cls: 0.5966, d2.loss_bbox: 0.3131 d3.loss_cls: 0.5401, d3.loss_bbox: 0.5781 d4.loss_cls: 0.5981, d4.loss_bbox: 0.3782, loss: 4.0105, grad_norm: 54.9698
2024-03-24 20:30:07,604 - my_logger - INFO - 2024-03-29 21:35:02,000 - mmdet - INFO - Epoch [52][550/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5449, loss_bbox: 0.5122, d0.loss_cls: 0.5730, d0.loss_bbox: 0.3366 d1.loss_cls: 0.3131, d1.loss_bbox: 0.4733 d2.loss_cls: 0.3603, d2.loss_bbox: 0.5485 d3.loss_cls: 0.5471, d3.loss_bbox: 0.4081 d4.loss_cls: 0.5819, d4.loss_bbox: 0.5034, loss: 4.8994, grad_norm: 52.0503
2024-03-24 20:30:07,605 - my_logger - INFO - 2024-03-29 21:37:02,000 - mmdet - INFO - Epoch [52][600/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3129, loss_bbox: 0.4450, d0.loss_cls: 0.3569, d0.loss_bbox: 0.5649 d1.loss_cls: 0.5217, d1.loss_bbox: 0.3057 d2.loss_cls: 0.5744, d2.loss_bbox: 0.4246 d3.loss_cls: 0.4761, d3.loss_bbox: 0.5161 d4.loss_cls: 0.5565, d4.loss_bbox: 0.3160, loss: 4.7959, grad_norm: 52.8630
2024-03-24 20:30:07,605 - my_logger - INFO - 2024-03-29 21:39:02,000 - mmdet - INFO - Epoch [52][650/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5313, loss_bbox: 0.4142, d0.loss_cls: 0.3745, d0.loss_bbox: 0.4090 d1.loss_cls: 0.3233, d1.loss_bbox: 0.3289 d2.loss_cls: 0.4783, d2.loss_bbox: 0.4528 d3.loss_cls: 0.4147, d3.loss_bbox: 0.3244 d4.loss_cls: 0.3375, d4.loss_bbox: 0.5702, loss: 3.6191, grad_norm: 58.8588
2024-03-24 20:30:07,606 - my_logger - INFO - 2024-03-29 21:41:02,000 - mmdet - INFO - Epoch [52][700/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4798, loss_bbox: 0.5043, d0.loss_cls: 0.4923, d0.loss_bbox: 0.5142 d1.loss_cls: 0.4837, d1.loss_bbox: 0.4593 d2.loss_cls: 0.3383, d2.loss_bbox: 0.3775 d3.loss_cls: 0.4452, d3.loss_bbox: 0.4926 d4.loss_cls: 0.4937, d4.loss_bbox: 0.4157, loss: 3.5587, grad_norm: 57.6809
2024-03-24 20:30:07,606 - my_logger - INFO - 2024-03-29 21:43:02,000 - mmdet - INFO - Epoch [52][750/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4256, loss_bbox: 0.3084, d0.loss_cls: 0.5570, d0.loss_bbox: 0.3945 d1.loss_cls: 0.4651, d1.loss_bbox: 0.4552 d2.loss_cls: 0.4410, d2.loss_bbox: 0.4397 d3.loss_cls: 0.3141, d3.loss_bbox: 0.5587 d4.loss_cls: 0.5123, d4.loss_bbox: 0.3940, loss: 3.8278, grad_norm: 56.2692
2024-03-24 20:30:07,606 - my_logger - INFO - 2024-03-29 21:45:02,000 - mmdet - INFO - Epoch [52][800/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4732, loss_bbox: 0.5685, d0.loss_cls: 0.5857, d0.loss_bbox: 0.4676 d1.loss_cls: 0.3909, d1.loss_bbox: 0.4851 d2.loss_cls: 0.3666, d2.loss_bbox: 0.3914 d3.loss_cls: 0.4947, d3.loss_bbox: 0.3226 d4.loss_cls: 0.4706, d4.loss_bbox: 0.5993, loss: 4.9958, grad_norm: 55.0624
2024-03-24 20:30:07,607 - my_logger - INFO - 2024-03-29 21:47:02,000 - mmdet - INFO - Epoch [52][850/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3195, loss_bbox: 0.4392, d0.loss_cls: 0.4476, d0.loss_bbox: 0.4787 d1.loss_cls: 0.4624, d1.loss_bbox: 0.4810 d2.loss_cls: 0.5483, d2.loss_bbox: 0.4969 d3.loss_cls: 0.5693, d3.loss_bbox: 0.4434 d4.loss_cls: 0.3656, d4.loss_bbox: 0.4845, loss: 4.2759, grad_norm: 57.9360
2024-03-24 20:30:07,607 - my_logger - INFO - 2024-03-29 21:49:02,000 - mmdet - INFO - Epoch [52][900/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5794, loss_bbox: 0.4682, d0.loss_cls: 0.3338, d0.loss_bbox: 0.4777 d1.loss_cls: 0.3233, d1.loss_bbox: 0.3538 d2.loss_cls: 0.3953, d2.loss_bbox: 0.3557 d3.loss_cls: 0.3658, d3.loss_bbox: 0.4044 d4.loss_cls: 0.4756, d4.loss_bbox: 0.5109, loss: 4.9738, grad_norm: 57.0471
2024-03-24 20:30:07,607 - my_logger - INFO - 2024-03-29 21:51:02,000 - mmdet - INFO - Epoch [52][950/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3787, loss_bbox: 0.5730, d0.loss_cls: 0.5727, d0.loss_bbox: 0.4005 d1.loss_cls: 0.5642, d1.loss_bbox: 0.4932 d2.loss_cls: 0.5919, d2.loss_bbox: 0.5786 d3.loss_cls: 0.4390, d3.loss_bbox: 0.5757 d4.loss_cls: 0.4766, d4.loss_bbox: 0.3517, loss: 4.1147, grad_norm: 55.9098
2024-03-24 20:30:07,608 - my_logger - INFO - 2024-03-29 21:53:02,000 - mmdet - INFO - Epoch [52][1000/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5509, loss_bbox: 0.3336, d0.loss_cls: 0.3369, d0.loss_bbox: 0.4764 d1.loss_cls: 0.4518, d1.loss_bbox: 0.5122 d2.loss_cls: 0.4988, d2.loss_bbox: 0.4568 d3.loss_cls: 0.4841, d3.loss_bbox: 0.4205 d4.loss_cls: 0.5530, d4.loss_bbox: 0.5216, loss: 3.5715, grad_norm: 54.6382
2024-03-24 20:30:07,608 - my_logger - INFO - 2024-03-29 21:55:02,000 - mmdet - INFO - Epoch [52][1050/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5741, loss_bbox: 0.4599, d0.loss_cls: 0.5136, d0.loss_bbox: 0.3505 d1.loss_cls: 0.5919, d1.loss_bbox: 0.4986 d2.loss_cls: 0.4019, d2.loss_bbox: 0.3874 d3.loss_cls: 0.4611, d3.loss_bbox: 0.4936 d4.loss_cls: 0.5888, d4.loss_bbox: 0.4572, loss: 4.8156, grad_norm: 55.1161
2024-03-24 20:30:07,609 - my_logger - INFO - 2024-03-29 21:57:02,000 - mmdet - INFO - Epoch [52][1100/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5223, loss_bbox: 0.4996, d0.loss_cls: 0.3562, d0.loss_bbox: 0.3324 d1.loss_cls: 0.5522, d1.loss_bbox: 0.3703 d2.loss_cls: 0.4568, d2.loss_bbox: 0.3569 d3.loss_cls: 0.3820, d3.loss_bbox: 0.5835 d4.loss_cls: 0.5682, d4.loss_bbox: 0.3930, loss: 3.9077, grad_norm: 52.0577
2024-03-24 20:30:07,609 - my_logger - INFO - 2024-03-29 21:59:02,000 - mmdet - INFO - Epoch [52][1150/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2933, loss_bbox: 0.5658, d0.loss_cls: 0.3086, d0.loss_bbox: 0.5836 d1.loss_cls: 0.3149, d1.loss_bbox: 0.4066 d2.loss_cls: 0.4980, d2.loss_bbox: 0.3897 d3.loss_cls: 0.4152, d3.loss_bbox: 0.5279 d4.loss_cls: 0.3162, d4.loss_bbox: 0.5582, loss: 4.4781, grad_norm: 59.1351
2024-03-24 20:30:07,609 - my_logger - INFO - 2024-03-29 22:01:02,000 - mmdet - INFO - Epoch [52][1200/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4017, loss_bbox: 0.4519, d0.loss_cls: 0.5755, d0.loss_bbox: 0.3756 d1.loss_cls: 0.4363, d1.loss_bbox: 0.3963 d2.loss_cls: 0.3976, d2.loss_bbox: 0.3308 d3.loss_cls: 0.5309, d3.loss_bbox: 0.4080 d4.loss_cls: 0.4361, d4.loss_bbox: 0.3128, loss: 3.7861, grad_norm: 51.5114
2024-03-24 20:30:07,610 - my_logger - INFO - 2024-03-29 22:03:02,000 - mmdet - INFO - Epoch [52][1250/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4631, loss_bbox: 0.4526, d0.loss_cls: 0.4261, d0.loss_bbox: 0.4445 d1.loss_cls: 0.5560, d1.loss_bbox: 0.4824 d2.loss_cls: 0.4518, d2.loss_bbox: 0.5284 d3.loss_cls: 0.5155, d3.loss_bbox: 0.5592 d4.loss_cls: 0.4154, d4.loss_bbox: 0.3625, loss: 3.6618, grad_norm: 51.6462
2024-03-24 20:30:07,610 - my_logger - INFO - 2024-03-29 22:05:02,000 - mmdet - INFO - Epoch [52][1300/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5860, loss_bbox: 0.4391, d0.loss_cls: 0.4631, d0.loss_bbox: 0.3958 d1.loss_cls: 0.5962, d1.loss_bbox: 0.3841 d2.loss_cls: 0.3272, d2.loss_bbox: 0.5147 d3.loss_cls: 0.5316, d3.loss_bbox: 0.5617 d4.loss_cls: 0.5958, d4.loss_bbox: 0.5585, loss: 4.3871, grad_norm: 54.3873
2024-03-24 20:30:07,611 - my_logger - INFO - 2024-03-29 22:07:02,000 - mmdet - INFO - Epoch [52][1350/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5567, loss_bbox: 0.5134, d0.loss_cls: 0.5708, d0.loss_bbox: 0.5410 d1.loss_cls: 0.3397, d1.loss_bbox: 0.4132 d2.loss_cls: 0.4925, d2.loss_bbox: 0.4850 d3.loss_cls: 0.5724, d3.loss_bbox: 0.5660 d4.loss_cls: 0.4216, d4.loss_bbox: 0.3533, loss: 4.0434, grad_norm: 55.9877
2024-03-24 20:30:07,611 - my_logger - INFO - 2024-03-29 22:09:02,000 - mmdet - INFO - Epoch [52][1400/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4657, loss_bbox: 0.5906, d0.loss_cls: 0.3393, d0.loss_bbox: 0.5346 d1.loss_cls: 0.5816, d1.loss_bbox: 0.4128 d2.loss_cls: 0.3763, d2.loss_bbox: 0.3174 d3.loss_cls: 0.4997, d3.loss_bbox: 0.4118 d4.loss_cls: 0.5405, d4.loss_bbox: 0.3796, loss: 3.8639, grad_norm: 54.5819
2024-03-24 20:30:07,611 - my_logger - INFO - 2024-03-29 22:11:02,000 - mmdet - INFO - Epoch [52][1450/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2610, loss_bbox: 0.5927, d0.loss_cls: 0.4756, d0.loss_bbox: 0.4323 d1.loss_cls: 0.4159, d1.loss_bbox: 0.3377 d2.loss_cls: 0.5111, d2.loss_bbox: 0.5498 d3.loss_cls: 0.4362, d3.loss_bbox: 0.5658 d4.loss_cls: 0.4928, d4.loss_bbox: 0.5953, loss: 4.4391, grad_norm: 55.4525
2024-03-24 20:30:07,612 - my_logger - INFO - 2024-03-29 22:13:02,000 - mmdet - INFO - Epoch [52][1500/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4145, loss_bbox: 0.5614, d0.loss_cls: 0.3912, d0.loss_bbox: 0.4316 d1.loss_cls: 0.4337, d1.loss_bbox: 0.4974 d2.loss_cls: 0.5944, d2.loss_bbox: 0.3714 d3.loss_cls: 0.3954, d3.loss_bbox: 0.3338 d4.loss_cls: 0.5787, d4.loss_bbox: 0.5175, loss: 4.2687, grad_norm: 58.7727
2024-03-24 20:30:07,613 - my_logger - INFO - 2024-03-29 22:15:02,000 - mmdet - INFO - Epoch [52][1550/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3270, loss_bbox: 0.4837, d0.loss_cls: 0.5481, d0.loss_bbox: 0.4887 d1.loss_cls: 0.3751, d1.loss_bbox: 0.4308 d2.loss_cls: 0.4068, d2.loss_bbox: 0.4110 d3.loss_cls: 0.5376, d3.loss_bbox: 0.3595 d4.loss_cls: 0.3404, d4.loss_bbox: 0.5679, loss: 3.9373, grad_norm: 52.0069
2024-03-24 20:30:07,613 - my_logger - INFO - 2024-03-29 22:17:02,000 - mmdet - INFO - Epoch [52][1600/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5937, loss_bbox: 0.5483, d0.loss_cls: 0.4975, d0.loss_bbox: 0.5511 d1.loss_cls: 0.5818, d1.loss_bbox: 0.5814 d2.loss_cls: 0.5430, d2.loss_bbox: 0.3480 d3.loss_cls: 0.5053, d3.loss_bbox: 0.5406 d4.loss_cls: 0.3637, d4.loss_bbox: 0.4491, loss: 4.0469, grad_norm: 51.4399
2024-03-24 20:30:07,614 - my_logger - INFO - 2024-03-29 22:19:02,000 - mmdet - INFO - Epoch [52][1650/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5389, loss_bbox: 0.3387, d0.loss_cls: 0.3532, d0.loss_bbox: 0.4419 d1.loss_cls: 0.4076, d1.loss_bbox: 0.3756 d2.loss_cls: 0.4738, d2.loss_bbox: 0.3669 d3.loss_cls: 0.4573, d3.loss_bbox: 0.5471 d4.loss_cls: 0.4087, d4.loss_bbox: 0.3378, loss: 4.7418, grad_norm: 51.1926
2024-03-24 20:30:07,614 - my_logger - INFO - 2024-03-29 22:21:02,000 - mmdet - INFO - Epoch [52][1700/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4967, loss_bbox: 0.3462, d0.loss_cls: 0.3965, d0.loss_bbox: 0.5304 d1.loss_cls: 0.3982, d1.loss_bbox: 0.5797 d2.loss_cls: 0.3206, d2.loss_bbox: 0.3126 d3.loss_cls: 0.4760, d3.loss_bbox: 0.4652 d4.loss_cls: 0.5990, d4.loss_bbox: 0.3692, loss: 4.9816, grad_norm: 55.0308
2024-03-24 20:30:07,614 - my_logger - INFO - 2024-03-29 22:23:02,000 - mmdet - INFO - Epoch [52][1750/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5615, loss_bbox: 0.4984, d0.loss_cls: 0.3683, d0.loss_bbox: 0.4561 d1.loss_cls: 0.5503, d1.loss_bbox: 0.4720 d2.loss_cls: 0.5396, d2.loss_bbox: 0.3750 d3.loss_cls: 0.3932, d3.loss_bbox: 0.5207 d4.loss_cls: 0.4015, d4.loss_bbox: 0.4035, loss: 4.9949, grad_norm: 59.3880
2024-03-24 20:30:07,615 - my_logger - INFO - 2024-03-29 22:25:02,000 - mmdet - INFO - Epoch [52][1800/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3428, loss_bbox: 0.4773, d0.loss_cls: 0.3913, d0.loss_bbox: 0.4447 d1.loss_cls: 0.4952, d1.loss_bbox: 0.3053 d2.loss_cls: 0.4785, d2.loss_bbox: 0.4789 d3.loss_cls: 0.4417, d3.loss_bbox: 0.5980 d4.loss_cls: 0.3526, d4.loss_bbox: 0.5362, loss: 4.2277, grad_norm: 57.6238
2024-03-24 20:30:07,615 - my_logger - INFO - 2024-03-29 22:27:02,000 - mmdet - INFO - Epoch [52][1850/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3137, loss_bbox: 0.4229, d0.loss_cls: 0.5198, d0.loss_bbox: 0.3984 d1.loss_cls: 0.5499, d1.loss_bbox: 0.5855 d2.loss_cls: 0.3597, d2.loss_bbox: 0.5189 d3.loss_cls: 0.5320, d3.loss_bbox: 0.4304 d4.loss_cls: 0.3035, d4.loss_bbox: 0.3933, loss: 4.8309, grad_norm: 54.9701
2024-03-24 20:30:07,616 - my_logger - INFO - 2024-03-29 22:29:02,000 - mmdet - INFO - Epoch [52][1900/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4319, loss_bbox: 0.4015, d0.loss_cls: 0.4271, d0.loss_bbox: 0.3089 d1.loss_cls: 0.5998, d1.loss_bbox: 0.4945 d2.loss_cls: 0.5238, d2.loss_bbox: 0.5826 d3.loss_cls: 0.3529, d3.loss_bbox: 0.3138 d4.loss_cls: 0.3305, d4.loss_bbox: 0.4139, loss: 3.8707, grad_norm: 52.7625
2024-03-24 20:30:07,616 - my_logger - INFO - 2024-03-29 22:31:02,000 - mmdet - INFO - Epoch [52][1950/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5044, loss_bbox: 0.5895, d0.loss_cls: 0.5162, d0.loss_bbox: 0.5706 d1.loss_cls: 0.3730, d1.loss_bbox: 0.3231 d2.loss_cls: 0.3651, d2.loss_bbox: 0.4565 d3.loss_cls: 0.3858, d3.loss_bbox: 0.3548 d4.loss_cls: 0.5546, d4.loss_bbox: 0.3102, loss: 4.8749, grad_norm: 56.2518
2024-03-24 20:30:07,616 - my_logger - INFO - 2024-03-29 22:33:02,000 - mmdet - INFO - Epoch [52][2000/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4916, loss_bbox: 0.4633, d0.loss_cls: 0.5550, d0.loss_bbox: 0.4154 d1.loss_cls: 0.5697, d1.loss_bbox: 0.4667 d2.loss_cls: 0.3798, d2.loss_bbox: 0.3135 d3.loss_cls: 0.5271, d3.loss_bbox: 0.3670 d4.loss_cls: 0.3351, d4.loss_bbox: 0.3207, loss: 4.5417, grad_norm: 56.8832
2024-03-24 20:30:07,617 - my_logger - INFO - 2024-03-29 22:35:02,000 - mmdet - INFO - Epoch [52][2050/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5364, loss_bbox: 0.4438, d0.loss_cls: 0.5267, d0.loss_bbox: 0.5022 d1.loss_cls: 0.5622, d1.loss_bbox: 0.3512 d2.loss_cls: 0.3306, d2.loss_bbox: 0.5286 d3.loss_cls: 0.4974, d3.loss_bbox: 0.3462 d4.loss_cls: 0.3545, d4.loss_bbox: 0.4263, loss: 3.6720, grad_norm: 56.9617
2024-03-24 20:30:07,617 - my_logger - INFO - 2024-03-29 22:37:02,000 - mmdet - INFO - Epoch [52][2100/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5905, loss_bbox: 0.5321, d0.loss_cls: 0.5593, d0.loss_bbox: 0.5840 d1.loss_cls: 0.4203, d1.loss_bbox: 0.3400 d2.loss_cls: 0.4481, d2.loss_bbox: 0.3316 d3.loss_cls: 0.5540, d3.loss_bbox: 0.3807 d4.loss_cls: 0.4105, d4.loss_bbox: 0.5525, loss: 3.8460, grad_norm: 51.0211
2024-03-24 20:30:07,617 - my_logger - INFO - 2024-03-29 22:39:02,000 - mmdet - INFO - Epoch [52][2150/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4379, loss_bbox: 0.4904, d0.loss_cls: 0.4242, d0.loss_bbox: 0.4793 d1.loss_cls: 0.4589, d1.loss_bbox: 0.5742 d2.loss_cls: 0.4913, d2.loss_bbox: 0.3299 d3.loss_cls: 0.3932, d3.loss_bbox: 0.3440 d4.loss_cls: 0.5391, d4.loss_bbox: 0.3586, loss: 4.3689, grad_norm: 50.8295
2024-03-24 20:30:07,618 - my_logger - INFO - 2024-03-29 22:41:02,000 - mmdet - INFO - Epoch [52][2200/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4274, loss_bbox: 0.4293, d0.loss_cls: 0.5541, d0.loss_bbox: 0.5987 d1.loss_cls: 0.5230, d1.loss_bbox: 0.4307 d2.loss_cls: 0.4158, d2.loss_bbox: 0.3069 d3.loss_cls: 0.5405, d3.loss_bbox: 0.3893 d4.loss_cls: 0.4013, d4.loss_bbox: 0.4689, loss: 4.6257, grad_norm: 52.2412
2024-03-24 20:30:07,618 - my_logger - INFO - 2024-03-29 22:43:02,000 - mmdet - INFO - Epoch [52][2250/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4159, loss_bbox: 0.4606, d0.loss_cls: 0.5996, d0.loss_bbox: 0.5161 d1.loss_cls: 0.4754, d1.loss_bbox: 0.4214 d2.loss_cls: 0.5009, d2.loss_bbox: 0.3101 d3.loss_cls: 0.3712, d3.loss_bbox: 0.5245 d4.loss_cls: 0.5295, d4.loss_bbox: 0.3693, loss: 4.9370, grad_norm: 59.5463
2024-03-24 20:30:07,618 - my_logger - INFO - 2024-03-29 22:45:02,000 - mmdet - INFO - Epoch [52][2300/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4175, loss_bbox: 0.4380, d0.loss_cls: 0.5019, d0.loss_bbox: 0.5984 d1.loss_cls: 0.4237, d1.loss_bbox: 0.5009 d2.loss_cls: 0.3722, d2.loss_bbox: 0.5579 d3.loss_cls: 0.3757, d3.loss_bbox: 0.3644 d4.loss_cls: 0.5913, d4.loss_bbox: 0.3725, loss: 4.2007, grad_norm: 51.6493
2024-03-24 20:30:07,619 - my_logger - INFO - 2024-03-29 22:47:02,000 - mmdet - INFO - Epoch [52][2350/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4326, loss_bbox: 0.5209, d0.loss_cls: 0.3336, d0.loss_bbox: 0.4100 d1.loss_cls: 0.4722, d1.loss_bbox: 0.5846 d2.loss_cls: 0.5208, d2.loss_bbox: 0.4574 d3.loss_cls: 0.4237, d3.loss_bbox: 0.3496 d4.loss_cls: 0.5171, d4.loss_bbox: 0.5395, loss: 4.7641, grad_norm: 53.3665
2024-03-24 20:30:07,619 - my_logger - INFO - 2024-03-29 22:49:02,000 - mmdet - INFO - Epoch [52][2400/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5593, loss_bbox: 0.5667, d0.loss_cls: 0.5807, d0.loss_bbox: 0.4049 d1.loss_cls: 0.5699, d1.loss_bbox: 0.3211 d2.loss_cls: 0.4849, d2.loss_bbox: 0.4278 d3.loss_cls: 0.3364, d3.loss_bbox: 0.4498 d4.loss_cls: 0.5587, d4.loss_bbox: 0.3547, loss: 3.6617, grad_norm: 58.2353
2024-03-24 20:30:07,620 - my_logger - INFO - 2024-03-29 22:51:02,000 - mmdet - INFO - Epoch [52][2450/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3591, loss_bbox: 0.3328, d0.loss_cls: 0.4980, d0.loss_bbox: 0.4195 d1.loss_cls: 0.4047, d1.loss_bbox: 0.3398 d2.loss_cls: 0.3150, d2.loss_bbox: 0.4362 d3.loss_cls: 0.4857, d3.loss_bbox: 0.5428 d4.loss_cls: 0.3367, d4.loss_bbox: 0.5624, loss: 3.6398, grad_norm: 52.5699
2024-03-24 20:30:07,620 - my_logger - INFO - 2024-03-29 22:53:02,000 - mmdet - INFO - Epoch [52][2500/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4044, loss_bbox: 0.5439, d0.loss_cls: 0.4739, d0.loss_bbox: 0.5345 d1.loss_cls: 0.5230, d1.loss_bbox: 0.4244 d2.loss_cls: 0.4527, d2.loss_bbox: 0.4960 d3.loss_cls: 0.5222, d3.loss_bbox: 0.5809 d4.loss_cls: 0.4254, d4.loss_bbox: 0.4841, loss: 4.9814, grad_norm: 50.0001
2024-03-24 20:30:07,620 - my_logger - INFO - 2024-03-29 22:55:02,000 - mmdet - INFO - Epoch [52][2550/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4104, loss_bbox: 0.4184, d0.loss_cls: 0.5225, d0.loss_bbox: 0.5043 d1.loss_cls: 0.3126, d1.loss_bbox: 0.5354 d2.loss_cls: 0.5535, d2.loss_bbox: 0.4623 d3.loss_cls: 0.3135, d3.loss_bbox: 0.3190 d4.loss_cls: 0.3055, d4.loss_bbox: 0.5104, loss: 3.7637, grad_norm: 57.3547
2024-03-24 20:30:07,621 - my_logger - INFO - 2024-03-29 22:57:02,000 - mmdet - INFO - Epoch [52][2600/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5523, loss_bbox: 0.5951, d0.loss_cls: 0.5894, d0.loss_bbox: 0.4706 d1.loss_cls: 0.5613, d1.loss_bbox: 0.4906 d2.loss_cls: 0.3281, d2.loss_bbox: 0.4794 d3.loss_cls: 0.4628, d3.loss_bbox: 0.5348 d4.loss_cls: 0.3509, d4.loss_bbox: 0.4901, loss: 4.9593, grad_norm: 53.5095
2024-03-24 20:30:07,621 - my_logger - INFO - 2024-03-29 22:59:02,000 - mmdet - INFO - Epoch [52][2650/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5930, loss_bbox: 0.3411, d0.loss_cls: 0.4182, d0.loss_bbox: 0.5938 d1.loss_cls: 0.5779, d1.loss_bbox: 0.4103 d2.loss_cls: 0.4276, d2.loss_bbox: 0.4680 d3.loss_cls: 0.4623, d3.loss_bbox: 0.4075 d4.loss_cls: 0.4045, d4.loss_bbox: 0.5009, loss: 4.7637, grad_norm: 52.5615
2024-03-24 20:30:07,621 - my_logger - INFO - 2024-03-29 23:01:02,000 - mmdet - INFO - Epoch [52][2700/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4536, loss_bbox: 0.3128, d0.loss_cls: 0.3573, d0.loss_bbox: 0.5657 d1.loss_cls: 0.3463, d1.loss_bbox: 0.5072 d2.loss_cls: 0.4533, d2.loss_bbox: 0.4248 d3.loss_cls: 0.3078, d3.loss_bbox: 0.4535 d4.loss_cls: 0.4089, d4.loss_bbox: 0.3575, loss: 4.5383, grad_norm: 57.4923
2024-03-24 20:30:07,622 - my_logger - INFO - 2024-03-29 23:03:02,000 - mmdet - INFO - Epoch [52][2750/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4053, loss_bbox: 0.3214, d0.loss_cls: 0.4057, d0.loss_bbox: 0.4299 d1.loss_cls: 0.3536, d1.loss_bbox: 0.4664 d2.loss_cls: 0.4523, d2.loss_bbox: 0.5075 d3.loss_cls: 0.5596, d3.loss_bbox: 0.3402 d4.loss_cls: 0.4255, d4.loss_bbox: 0.5514, loss: 3.7534, grad_norm: 51.6010
2024-03-24 20:30:07,622 - my_logger - INFO - 2024-03-29 23:05:02,000 - mmdet - INFO - Epoch [52][2800/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5954, loss_bbox: 0.3495, d0.loss_cls: 0.3944, d0.loss_bbox: 0.5406 d1.loss_cls: 0.4198, d1.loss_bbox: 0.3160 d2.loss_cls: 0.5381, d2.loss_bbox: 0.5159 d3.loss_cls: 0.5455, d3.loss_bbox: 0.5231 d4.loss_cls: 0.4781, d4.loss_bbox: 0.4875, loss: 4.8051, grad_norm: 59.6422
2024-03-24 20:30:07,622 - my_logger - INFO - 2024-03-29 23:07:02,000 - mmdet - INFO - Epoch [52][2850/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4324, loss_bbox: 0.3215, d0.loss_cls: 0.5022, d0.loss_bbox: 0.3547 d1.loss_cls: 0.4994, d1.loss_bbox: 0.5603 d2.loss_cls: 0.3255, d2.loss_bbox: 0.5812 d3.loss_cls: 0.3384, d3.loss_bbox: 0.4478 d4.loss_cls: 0.5917, d4.loss_bbox: 0.5367, loss: 3.5826, grad_norm: 57.3451
2024-03-24 20:30:07,623 - my_logger - INFO - 2024-03-29 23:09:02,000 - mmdet - INFO - Epoch [52][2900/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5130, loss_bbox: 0.5464, d0.loss_cls: 0.3299, d0.loss_bbox: 0.4353 d1.loss_cls: 0.4526, d1.loss_bbox: 0.4732 d2.loss_cls: 0.5294, d2.loss_bbox: 0.3467 d3.loss_cls: 0.5196, d3.loss_bbox: 0.5610 d4.loss_cls: 0.5038, d4.loss_bbox: 0.4024, loss: 3.7472, grad_norm: 56.4176
2024-03-24 20:30:07,623 - my_logger - INFO - 2024-03-29 23:11:02,000 - mmdet - INFO - Epoch [52][2950/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4889, loss_bbox: 0.3176, d0.loss_cls: 0.4444, d0.loss_bbox: 0.4051 d1.loss_cls: 0.4504, d1.loss_bbox: 0.5219 d2.loss_cls: 0.5761, d2.loss_bbox: 0.5704 d3.loss_cls: 0.5290, d3.loss_bbox: 0.4397 d4.loss_cls: 0.3402, d4.loss_bbox: 0.4703, loss: 3.5174, grad_norm: 57.7802
2024-03-24 20:30:07,623 - my_logger - INFO - 2024-03-29 23:13:02,000 - mmdet - INFO - Epoch [52][3000/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4709, loss_bbox: 0.3717, d0.loss_cls: 0.5396, d0.loss_bbox: 0.4062 d1.loss_cls: 0.5077, d1.loss_bbox: 0.4736 d2.loss_cls: 0.4569, d2.loss_bbox: 0.3439 d3.loss_cls: 0.5730, d3.loss_bbox: 0.3541 d4.loss_cls: 0.4075, d4.loss_bbox: 0.5994, loss: 3.5925, grad_norm: 50.4812
2024-03-24 20:30:07,624 - my_logger - INFO - 2024-03-29 23:15:02,000 - mmdet - INFO - Epoch [52][3050/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5434, loss_bbox: 0.4547, d0.loss_cls: 0.3990, d0.loss_bbox: 0.5153 d1.loss_cls: 0.5171, d1.loss_bbox: 0.3984 d2.loss_cls: 0.3274, d2.loss_bbox: 0.5932 d3.loss_cls: 0.4751, d3.loss_bbox: 0.4111 d4.loss_cls: 0.5426, d4.loss_bbox: 0.5371, loss: 3.5643, grad_norm: 58.3930
2024-03-24 20:30:07,624 - my_logger - INFO - 2024-03-29 23:17:02,000 - mmdet - INFO - Epoch [52][3100/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2523, loss_bbox: 0.3336, d0.loss_cls: 0.3071, d0.loss_bbox: 0.5641 d1.loss_cls: 0.3030, d1.loss_bbox: 0.5275 d2.loss_cls: 0.4863, d2.loss_bbox: 0.5479 d3.loss_cls: 0.3755, d3.loss_bbox: 0.5598 d4.loss_cls: 0.3762, d4.loss_bbox: 0.3732, loss: 4.9008, grad_norm: 50.2270
2024-03-24 20:30:07,625 - my_logger - INFO - 2024-03-29 23:19:02,000 - mmdet - INFO - Epoch [52][3150/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3739, loss_bbox: 0.5295, d0.loss_cls: 0.3605, d0.loss_bbox: 0.5272 d1.loss_cls: 0.3791, d1.loss_bbox: 0.5755 d2.loss_cls: 0.3129, d2.loss_bbox: 0.5590 d3.loss_cls: 0.5003, d3.loss_bbox: 0.3886 d4.loss_cls: 0.3070, d4.loss_bbox: 0.4169, loss: 3.7248, grad_norm: 50.2574
2024-03-24 20:30:07,625 - my_logger - INFO - 2024-03-29 23:21:02,000 - mmdet - INFO - Epoch [52][3200/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3693, loss_bbox: 0.3441, d0.loss_cls: 0.3838, d0.loss_bbox: 0.5895 d1.loss_cls: 0.5945, d1.loss_bbox: 0.3020 d2.loss_cls: 0.3866, d2.loss_bbox: 0.3643 d3.loss_cls: 0.5089, d3.loss_bbox: 0.5347 d4.loss_cls: 0.3558, d4.loss_bbox: 0.3242, loss: 4.5293, grad_norm: 58.6771
2024-03-24 20:30:07,625 - my_logger - INFO - 2024-03-29 23:23:02,000 - mmdet - INFO - Epoch [52][3250/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3418, loss_bbox: 0.3524, d0.loss_cls: 0.5259, d0.loss_bbox: 0.4159 d1.loss_cls: 0.5935, d1.loss_bbox: 0.5505 d2.loss_cls: 0.4101, d2.loss_bbox: 0.5953 d3.loss_cls: 0.4048, d3.loss_bbox: 0.3381 d4.loss_cls: 0.4788, d4.loss_bbox: 0.4876, loss: 4.2827, grad_norm: 56.6088
2024-03-24 20:30:07,626 - my_logger - INFO - 2024-03-29 23:25:02,000 - mmdet - INFO - Epoch [52][3300/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5675, loss_bbox: 0.4921, d0.loss_cls: 0.3048, d0.loss_bbox: 0.3276 d1.loss_cls: 0.4444, d1.loss_bbox: 0.4703 d2.loss_cls: 0.3765, d2.loss_bbox: 0.4232 d3.loss_cls: 0.3035, d3.loss_bbox: 0.3350 d4.loss_cls: 0.4255, d4.loss_bbox: 0.5325, loss: 4.3114, grad_norm: 50.3376
2024-03-24 20:30:07,626 - my_logger - INFO - 2024-03-29 23:27:02,000 - mmdet - INFO - Epoch [52][3350/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3510, loss_bbox: 0.4120, d0.loss_cls: 0.5245, d0.loss_bbox: 0.4226 d1.loss_cls: 0.5750, d1.loss_bbox: 0.4944 d2.loss_cls: 0.4195, d2.loss_bbox: 0.4378 d3.loss_cls: 0.3800, d3.loss_bbox: 0.4793 d4.loss_cls: 0.3380, d4.loss_bbox: 0.4417, loss: 4.1124, grad_norm: 50.6123
2024-03-24 20:30:07,626 - my_logger - INFO - 2024-03-29 23:29:02,000 - mmdet - INFO - Epoch [52][3400/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5154, loss_bbox: 0.4590, d0.loss_cls: 0.4556, d0.loss_bbox: 0.4506 d1.loss_cls: 0.5008, d1.loss_bbox: 0.3018 d2.loss_cls: 0.3183, d2.loss_bbox: 0.3707 d3.loss_cls: 0.4425, d3.loss_bbox: 0.5820 d4.loss_cls: 0.3662, d4.loss_bbox: 0.4259, loss: 3.7044, grad_norm: 50.5407
2024-03-24 20:30:07,627 - my_logger - INFO - 2024-03-29 23:31:02,000 - mmdet - INFO - Epoch [52][3450/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3414, loss_bbox: 0.4118, d0.loss_cls: 0.3084, d0.loss_bbox: 0.3627 d1.loss_cls: 0.5625, d1.loss_bbox: 0.5244 d2.loss_cls: 0.4460, d2.loss_bbox: 0.3666 d3.loss_cls: 0.4918, d3.loss_bbox: 0.4597 d4.loss_cls: 0.4096, d4.loss_bbox: 0.5618, loss: 4.1930, grad_norm: 53.8099
2024-03-24 20:30:07,627 - my_logger - INFO - 2024-03-29 23:33:02,000 - mmdet - INFO - Epoch [52][3500/3517][Batch size: 50]	lr: 4.098e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4486, loss_bbox: 0.4264, d0.loss_cls: 0.5095, d0.loss_bbox: 0.4076 d1.loss_cls: 0.5090, d1.loss_bbox: 0.4440 d2.loss_cls: 0.5923, d2.loss_bbox: 0.4226 d3.loss_cls: 0.3151, d3.loss_bbox: 0.3295 d4.loss_cls: 0.3812, d4.loss_bbox: 0.3102, loss: 3.8828, grad_norm: 50.6392
2024-03-24 20:30:07,628 - my_logger - INFO - 2024-03-29 23:35:02,000 - mmdet - INFO - Epoch [53][0/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5426, loss_bbox: 0.3352, d0.loss_cls: 0.3561, d0.loss_bbox: 0.4882 d1.loss_cls: 0.4988, d1.loss_bbox: 0.4720 d2.loss_cls: 0.5228, d2.loss_bbox: 0.5215 d3.loss_cls: 0.3907, d3.loss_bbox: 0.3570 d4.loss_cls: 0.3798, d4.loss_bbox: 0.4083, loss: 4.1087, grad_norm: 52.2317
2024-03-24 20:30:07,634 - my_logger - INFO - 2024-03-29 23:37:02,000 - mmdet - INFO - Epoch [53][50/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3020, loss_bbox: 0.5575, d0.loss_cls: 0.3021, d0.loss_bbox: 0.4156 d1.loss_cls: 0.4226, d1.loss_bbox: 0.3468 d2.loss_cls: 0.5283, d2.loss_bbox: 0.5448 d3.loss_cls: 0.5783, d3.loss_bbox: 0.3061 d4.loss_cls: 0.4237, d4.loss_bbox: 0.4137, loss: 4.7084, grad_norm: 58.6607
2024-03-24 20:30:07,634 - my_logger - INFO - 2024-03-29 23:39:02,000 - mmdet - INFO - Epoch [53][100/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3630, loss_bbox: 0.3178, d0.loss_cls: 0.5413, d0.loss_bbox: 0.4662 d1.loss_cls: 0.5582, d1.loss_bbox: 0.3129 d2.loss_cls: 0.5662, d2.loss_bbox: 0.5046 d3.loss_cls: 0.3090, d3.loss_bbox: 0.3901 d4.loss_cls: 0.3555, d4.loss_bbox: 0.4673, loss: 4.8422, grad_norm: 53.5490
2024-03-24 20:30:07,635 - my_logger - INFO - 2024-03-29 23:41:02,000 - mmdet - INFO - Epoch [53][150/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5198, loss_bbox: 0.3320, d0.loss_cls: 0.5770, d0.loss_bbox: 0.3451 d1.loss_cls: 0.5689, d1.loss_bbox: 0.5351 d2.loss_cls: 0.4280, d2.loss_bbox: 0.5268 d3.loss_cls: 0.4180, d3.loss_bbox: 0.3376 d4.loss_cls: 0.4439, d4.loss_bbox: 0.5318, loss: 4.0481, grad_norm: 58.5009
2024-03-24 20:30:07,635 - my_logger - INFO - 2024-03-29 23:43:02,000 - mmdet - INFO - Epoch [53][200/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2858, loss_bbox: 0.5906, d0.loss_cls: 0.4925, d0.loss_bbox: 0.3461 d1.loss_cls: 0.5761, d1.loss_bbox: 0.4788 d2.loss_cls: 0.3587, d2.loss_bbox: 0.3025 d3.loss_cls: 0.5618, d3.loss_bbox: 0.3581 d4.loss_cls: 0.3413, d4.loss_bbox: 0.5516, loss: 3.5873, grad_norm: 51.2463
2024-03-24 20:30:07,635 - my_logger - INFO - 2024-03-29 23:45:02,000 - mmdet - INFO - Epoch [53][250/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5172, loss_bbox: 0.4701, d0.loss_cls: 0.5986, d0.loss_bbox: 0.5363 d1.loss_cls: 0.5280, d1.loss_bbox: 0.4852 d2.loss_cls: 0.5757, d2.loss_bbox: 0.3597 d3.loss_cls: 0.5027, d3.loss_bbox: 0.3844 d4.loss_cls: 0.5362, d4.loss_bbox: 0.3396, loss: 3.7580, grad_norm: 52.8153
2024-03-24 20:30:07,636 - my_logger - INFO - 2024-03-29 23:47:02,000 - mmdet - INFO - Epoch [53][300/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5937, loss_bbox: 0.4277, d0.loss_cls: 0.3953, d0.loss_bbox: 0.5233 d1.loss_cls: 0.5819, d1.loss_bbox: 0.3981 d2.loss_cls: 0.3608, d2.loss_bbox: 0.5928 d3.loss_cls: 0.5960, d3.loss_bbox: 0.3585 d4.loss_cls: 0.5076, d4.loss_bbox: 0.3577, loss: 4.4759, grad_norm: 57.8155
2024-03-24 20:30:07,636 - my_logger - INFO - 2024-03-29 23:49:02,000 - mmdet - INFO - Epoch [53][350/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5109, loss_bbox: 0.5359, d0.loss_cls: 0.4372, d0.loss_bbox: 0.4754 d1.loss_cls: 0.3454, d1.loss_bbox: 0.5192 d2.loss_cls: 0.3740, d2.loss_bbox: 0.4965 d3.loss_cls: 0.5676, d3.loss_bbox: 0.5733 d4.loss_cls: 0.4089, d4.loss_bbox: 0.3378, loss: 3.7351, grad_norm: 54.4633
2024-03-24 20:30:07,636 - my_logger - INFO - 2024-03-29 23:51:02,000 - mmdet - INFO - Epoch [53][400/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4208, loss_bbox: 0.5679, d0.loss_cls: 0.3717, d0.loss_bbox: 0.4375 d1.loss_cls: 0.3388, d1.loss_bbox: 0.4861 d2.loss_cls: 0.4537, d2.loss_bbox: 0.4170 d3.loss_cls: 0.5541, d3.loss_bbox: 0.5415 d4.loss_cls: 0.3374, d4.loss_bbox: 0.3176, loss: 4.0909, grad_norm: 54.8344
2024-03-24 20:30:07,637 - my_logger - INFO - 2024-03-29 23:53:02,000 - mmdet - INFO - Epoch [53][450/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2879, loss_bbox: 0.4524, d0.loss_cls: 0.3983, d0.loss_bbox: 0.4911 d1.loss_cls: 0.3679, d1.loss_bbox: 0.5558 d2.loss_cls: 0.3178, d2.loss_bbox: 0.3150 d3.loss_cls: 0.5791, d3.loss_bbox: 0.3870 d4.loss_cls: 0.5831, d4.loss_bbox: 0.5762, loss: 4.0224, grad_norm: 50.8811
2024-03-24 20:30:07,637 - my_logger - INFO - 2024-03-29 23:55:02,000 - mmdet - INFO - Epoch [53][500/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5666, loss_bbox: 0.3124, d0.loss_cls: 0.3568, d0.loss_bbox: 0.4798 d1.loss_cls: 0.5292, d1.loss_bbox: 0.3712 d2.loss_cls: 0.5040, d2.loss_bbox: 0.5811 d3.loss_cls: 0.3671, d3.loss_bbox: 0.3390 d4.loss_cls: 0.5451, d4.loss_bbox: 0.5496, loss: 4.8043, grad_norm: 50.1457
2024-03-24 20:30:07,638 - my_logger - INFO - 2024-03-29 23:57:02,000 - mmdet - INFO - Epoch [53][550/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5744, loss_bbox: 0.4167, d0.loss_cls: 0.5450, d0.loss_bbox: 0.4281 d1.loss_cls: 0.3770, d1.loss_bbox: 0.3532 d2.loss_cls: 0.4385, d2.loss_bbox: 0.5361 d3.loss_cls: 0.3849, d3.loss_bbox: 0.4655 d4.loss_cls: 0.5384, d4.loss_bbox: 0.4106, loss: 4.6651, grad_norm: 57.7679
2024-03-24 20:30:07,638 - my_logger - INFO - 2024-03-29 23:59:02,000 - mmdet - INFO - Epoch [53][600/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4472, loss_bbox: 0.4673, d0.loss_cls: 0.4720, d0.loss_bbox: 0.5230 d1.loss_cls: 0.4071, d1.loss_bbox: 0.5243 d2.loss_cls: 0.3650, d2.loss_bbox: 0.4581 d3.loss_cls: 0.4680, d3.loss_bbox: 0.5163 d4.loss_cls: 0.5610, d4.loss_bbox: 0.5245, loss: 4.2323, grad_norm: 57.0082
2024-03-24 20:30:07,638 - my_logger - INFO - 2024-03-30 00:01:02,000 - mmdet - INFO - Epoch [53][650/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5969, loss_bbox: 0.5611, d0.loss_cls: 0.3882, d0.loss_bbox: 0.4493 d1.loss_cls: 0.4828, d1.loss_bbox: 0.5415 d2.loss_cls: 0.5139, d2.loss_bbox: 0.4891 d3.loss_cls: 0.4683, d3.loss_bbox: 0.4345 d4.loss_cls: 0.3547, d4.loss_bbox: 0.4298, loss: 4.7538, grad_norm: 52.9193
2024-03-24 20:30:07,639 - my_logger - INFO - 2024-03-30 00:03:02,000 - mmdet - INFO - Epoch [53][700/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3077, loss_bbox: 0.3990, d0.loss_cls: 0.5247, d0.loss_bbox: 0.3872 d1.loss_cls: 0.3870, d1.loss_bbox: 0.5556 d2.loss_cls: 0.3767, d2.loss_bbox: 0.4510 d3.loss_cls: 0.3105, d3.loss_bbox: 0.4203 d4.loss_cls: 0.4641, d4.loss_bbox: 0.4534, loss: 3.9899, grad_norm: 54.6449
2024-03-24 20:30:07,639 - my_logger - INFO - 2024-03-30 00:05:02,000 - mmdet - INFO - Epoch [53][750/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4482, loss_bbox: 0.4923, d0.loss_cls: 0.3168, d0.loss_bbox: 0.3645 d1.loss_cls: 0.3813, d1.loss_bbox: 0.5330 d2.loss_cls: 0.4354, d2.loss_bbox: 0.5375 d3.loss_cls: 0.4547, d3.loss_bbox: 0.5779 d4.loss_cls: 0.4446, d4.loss_bbox: 0.4693, loss: 4.1038, grad_norm: 57.2882
2024-03-24 20:30:07,639 - my_logger - INFO - 2024-03-30 00:07:02,000 - mmdet - INFO - Epoch [53][800/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4825, loss_bbox: 0.5802, d0.loss_cls: 0.5863, d0.loss_bbox: 0.3179 d1.loss_cls: 0.3199, d1.loss_bbox: 0.5695 d2.loss_cls: 0.3336, d2.loss_bbox: 0.5090 d3.loss_cls: 0.3558, d3.loss_bbox: 0.5218 d4.loss_cls: 0.3145, d4.loss_bbox: 0.3241, loss: 4.6657, grad_norm: 51.6282
2024-03-24 20:30:07,640 - my_logger - INFO - 2024-03-30 00:09:02,000 - mmdet - INFO - Epoch [53][850/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2896, loss_bbox: 0.5831, d0.loss_cls: 0.3487, d0.loss_bbox: 0.3679 d1.loss_cls: 0.4492, d1.loss_bbox: 0.4424 d2.loss_cls: 0.4147, d2.loss_bbox: 0.5859 d3.loss_cls: 0.4344, d3.loss_bbox: 0.4946 d4.loss_cls: 0.5306, d4.loss_bbox: 0.3133, loss: 4.2050, grad_norm: 52.8968
2024-03-24 20:30:07,640 - my_logger - INFO - 2024-03-30 00:11:02,000 - mmdet - INFO - Epoch [53][900/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5128, loss_bbox: 0.3153, d0.loss_cls: 0.5741, d0.loss_bbox: 0.4453 d1.loss_cls: 0.3520, d1.loss_bbox: 0.4770 d2.loss_cls: 0.3172, d2.loss_bbox: 0.5013 d3.loss_cls: 0.3689, d3.loss_bbox: 0.3730 d4.loss_cls: 0.3299, d4.loss_bbox: 0.3565, loss: 3.6885, grad_norm: 59.4953
2024-03-24 20:30:07,641 - my_logger - INFO - 2024-03-30 00:13:02,000 - mmdet - INFO - Epoch [53][950/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5296, loss_bbox: 0.5112, d0.loss_cls: 0.5230, d0.loss_bbox: 0.3538 d1.loss_cls: 0.3875, d1.loss_bbox: 0.4892 d2.loss_cls: 0.3805, d2.loss_bbox: 0.5441 d3.loss_cls: 0.3277, d3.loss_bbox: 0.5766 d4.loss_cls: 0.4721, d4.loss_bbox: 0.4858, loss: 4.3356, grad_norm: 58.5936
2024-03-24 20:30:07,641 - my_logger - INFO - 2024-03-30 00:15:02,000 - mmdet - INFO - Epoch [53][1000/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3864, loss_bbox: 0.5707, d0.loss_cls: 0.3884, d0.loss_bbox: 0.5758 d1.loss_cls: 0.5499, d1.loss_bbox: 0.3030 d2.loss_cls: 0.5225, d2.loss_bbox: 0.4479 d3.loss_cls: 0.5089, d3.loss_bbox: 0.3785 d4.loss_cls: 0.3110, d4.loss_bbox: 0.4283, loss: 4.8368, grad_norm: 59.4085
2024-03-24 20:30:07,641 - my_logger - INFO - 2024-03-30 00:17:02,000 - mmdet - INFO - Epoch [53][1050/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4001, loss_bbox: 0.5762, d0.loss_cls: 0.5091, d0.loss_bbox: 0.3493 d1.loss_cls: 0.4083, d1.loss_bbox: 0.3294 d2.loss_cls: 0.5133, d2.loss_bbox: 0.5691 d3.loss_cls: 0.4597, d3.loss_bbox: 0.5032 d4.loss_cls: 0.5735, d4.loss_bbox: 0.4852, loss: 4.6776, grad_norm: 53.9492
2024-03-24 20:30:07,642 - my_logger - INFO - 2024-03-30 00:19:02,000 - mmdet - INFO - Epoch [53][1100/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4791, loss_bbox: 0.4122, d0.loss_cls: 0.3463, d0.loss_bbox: 0.5978 d1.loss_cls: 0.3396, d1.loss_bbox: 0.5858 d2.loss_cls: 0.5107, d2.loss_bbox: 0.5649 d3.loss_cls: 0.4433, d3.loss_bbox: 0.4662 d4.loss_cls: 0.5386, d4.loss_bbox: 0.4647, loss: 3.7850, grad_norm: 50.5592
2024-03-24 20:30:07,642 - my_logger - INFO - 2024-03-30 00:21:02,000 - mmdet - INFO - Epoch [53][1150/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2521, loss_bbox: 0.3291, d0.loss_cls: 0.4491, d0.loss_bbox: 0.3548 d1.loss_cls: 0.3459, d1.loss_bbox: 0.5321 d2.loss_cls: 0.4527, d2.loss_bbox: 0.5076 d3.loss_cls: 0.4457, d3.loss_bbox: 0.4410 d4.loss_cls: 0.4890, d4.loss_bbox: 0.5230, loss: 3.5666, grad_norm: 52.3052
2024-03-24 20:30:07,642 - my_logger - INFO - 2024-03-30 00:23:02,000 - mmdet - INFO - Epoch [53][1200/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3236, loss_bbox: 0.5697, d0.loss_cls: 0.4562, d0.loss_bbox: 0.3622 d1.loss_cls: 0.4673, d1.loss_bbox: 0.4160 d2.loss_cls: 0.5464, d2.loss_bbox: 0.3555 d3.loss_cls: 0.5919, d3.loss_bbox: 0.3230 d4.loss_cls: 0.5594, d4.loss_bbox: 0.4008, loss: 4.8401, grad_norm: 57.1478
2024-03-24 20:30:07,643 - my_logger - INFO - 2024-03-30 00:25:02,000 - mmdet - INFO - Epoch [53][1250/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4194, loss_bbox: 0.5987, d0.loss_cls: 0.5725, d0.loss_bbox: 0.4210 d1.loss_cls: 0.5795, d1.loss_bbox: 0.5173 d2.loss_cls: 0.3813, d2.loss_bbox: 0.3307 d3.loss_cls: 0.4016, d3.loss_bbox: 0.4113 d4.loss_cls: 0.4531, d4.loss_bbox: 0.5929, loss: 4.5105, grad_norm: 55.5577
2024-03-24 20:30:07,643 - my_logger - INFO - 2024-03-30 00:27:02,000 - mmdet - INFO - Epoch [53][1300/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4036, loss_bbox: 0.3422, d0.loss_cls: 0.4742, d0.loss_bbox: 0.4165 d1.loss_cls: 0.5431, d1.loss_bbox: 0.4793 d2.loss_cls: 0.4554, d2.loss_bbox: 0.5256 d3.loss_cls: 0.5006, d3.loss_bbox: 0.4294 d4.loss_cls: 0.3139, d4.loss_bbox: 0.5020, loss: 3.8321, grad_norm: 57.2934
2024-03-24 20:30:07,644 - my_logger - INFO - 2024-03-30 00:29:02,000 - mmdet - INFO - Epoch [53][1350/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5099, loss_bbox: 0.3358, d0.loss_cls: 0.5751, d0.loss_bbox: 0.4945 d1.loss_cls: 0.4295, d1.loss_bbox: 0.4047 d2.loss_cls: 0.4379, d2.loss_bbox: 0.5927 d3.loss_cls: 0.4513, d3.loss_bbox: 0.3649 d4.loss_cls: 0.3052, d4.loss_bbox: 0.4591, loss: 4.6631, grad_norm: 55.8844
2024-03-24 20:30:07,652 - my_logger - INFO - 2024-03-30 00:31:02,000 - mmdet - INFO - Epoch [53][1400/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4702, loss_bbox: 0.3168, d0.loss_cls: 0.5175, d0.loss_bbox: 0.4267 d1.loss_cls: 0.3234, d1.loss_bbox: 0.3820 d2.loss_cls: 0.5277, d2.loss_bbox: 0.5191 d3.loss_cls: 0.5457, d3.loss_bbox: 0.3615 d4.loss_cls: 0.3047, d4.loss_bbox: 0.3893, loss: 4.7343, grad_norm: 55.2628
2024-03-24 20:30:07,654 - my_logger - INFO - 2024-03-30 00:33:02,000 - mmdet - INFO - Epoch [53][1450/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3388, loss_bbox: 0.4146, d0.loss_cls: 0.4026, d0.loss_bbox: 0.3558 d1.loss_cls: 0.4937, d1.loss_bbox: 0.5446 d2.loss_cls: 0.4165, d2.loss_bbox: 0.5383 d3.loss_cls: 0.3683, d3.loss_bbox: 0.3634 d4.loss_cls: 0.4811, d4.loss_bbox: 0.5874, loss: 4.3736, grad_norm: 54.1615
2024-03-24 20:30:07,655 - my_logger - INFO - 2024-03-30 00:35:02,000 - mmdet - INFO - Epoch [53][1500/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4280, loss_bbox: 0.4098, d0.loss_cls: 0.5989, d0.loss_bbox: 0.3405 d1.loss_cls: 0.5578, d1.loss_bbox: 0.4614 d2.loss_cls: 0.3845, d2.loss_bbox: 0.4047 d3.loss_cls: 0.5567, d3.loss_bbox: 0.3469 d4.loss_cls: 0.5689, d4.loss_bbox: 0.5797, loss: 3.8083, grad_norm: 57.2285
2024-03-24 20:30:07,655 - my_logger - INFO - 2024-03-30 00:37:02,000 - mmdet - INFO - Epoch [53][1550/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4944, loss_bbox: 0.3257, d0.loss_cls: 0.3223, d0.loss_bbox: 0.4857 d1.loss_cls: 0.4067, d1.loss_bbox: 0.3305 d2.loss_cls: 0.5593, d2.loss_bbox: 0.5162 d3.loss_cls: 0.4386, d3.loss_bbox: 0.4915 d4.loss_cls: 0.5189, d4.loss_bbox: 0.5373, loss: 4.2582, grad_norm: 51.6790
2024-03-24 20:30:07,656 - my_logger - INFO - 2024-03-30 00:39:02,000 - mmdet - INFO - Epoch [53][1600/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3163, loss_bbox: 0.5600, d0.loss_cls: 0.5475, d0.loss_bbox: 0.5526 d1.loss_cls: 0.5694, d1.loss_bbox: 0.3809 d2.loss_cls: 0.3962, d2.loss_bbox: 0.3826 d3.loss_cls: 0.5262, d3.loss_bbox: 0.3464 d4.loss_cls: 0.3077, d4.loss_bbox: 0.3921, loss: 4.8375, grad_norm: 56.9896
2024-03-24 20:30:07,656 - my_logger - INFO - 2024-03-30 00:41:02,000 - mmdet - INFO - Epoch [53][1650/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2675, loss_bbox: 0.3796, d0.loss_cls: 0.5222, d0.loss_bbox: 0.5746 d1.loss_cls: 0.5626, d1.loss_bbox: 0.5311 d2.loss_cls: 0.5439, d2.loss_bbox: 0.4911 d3.loss_cls: 0.3093, d3.loss_bbox: 0.3469 d4.loss_cls: 0.3242, d4.loss_bbox: 0.5526, loss: 4.6548, grad_norm: 57.8422
2024-03-24 20:30:07,656 - my_logger - INFO - 2024-03-30 00:43:02,000 - mmdet - INFO - Epoch [53][1700/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5411, loss_bbox: 0.5787, d0.loss_cls: 0.5570, d0.loss_bbox: 0.5269 d1.loss_cls: 0.4330, d1.loss_bbox: 0.4743 d2.loss_cls: 0.4300, d2.loss_bbox: 0.3062 d3.loss_cls: 0.5059, d3.loss_bbox: 0.5705 d4.loss_cls: 0.3112, d4.loss_bbox: 0.5659, loss: 4.6440, grad_norm: 52.1704
2024-03-24 20:30:07,657 - my_logger - INFO - 2024-03-30 00:45:02,000 - mmdet - INFO - Epoch [53][1750/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5534, loss_bbox: 0.4798, d0.loss_cls: 0.4418, d0.loss_bbox: 0.4695 d1.loss_cls: 0.3663, d1.loss_bbox: 0.3314 d2.loss_cls: 0.4507, d2.loss_bbox: 0.5942 d3.loss_cls: 0.5026, d3.loss_bbox: 0.3733 d4.loss_cls: 0.4597, d4.loss_bbox: 0.3418, loss: 4.2368, grad_norm: 52.2866
2024-03-24 20:30:07,657 - my_logger - INFO - 2024-03-30 00:47:02,000 - mmdet - INFO - Epoch [53][1800/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4884, loss_bbox: 0.5435, d0.loss_cls: 0.4801, d0.loss_bbox: 0.4522 d1.loss_cls: 0.4712, d1.loss_bbox: 0.3222 d2.loss_cls: 0.4257, d2.loss_bbox: 0.4871 d3.loss_cls: 0.5566, d3.loss_bbox: 0.3617 d4.loss_cls: 0.4623, d4.loss_bbox: 0.4607, loss: 4.2177, grad_norm: 58.8368
2024-03-24 20:30:07,657 - my_logger - INFO - 2024-03-30 00:49:02,000 - mmdet - INFO - Epoch [53][1850/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3620, loss_bbox: 0.4596, d0.loss_cls: 0.4457, d0.loss_bbox: 0.5396 d1.loss_cls: 0.4180, d1.loss_bbox: 0.4458 d2.loss_cls: 0.4649, d2.loss_bbox: 0.3010 d3.loss_cls: 0.3311, d3.loss_bbox: 0.5338 d4.loss_cls: 0.5456, d4.loss_bbox: 0.3874, loss: 3.6702, grad_norm: 56.0375
2024-03-24 20:30:07,657 - my_logger - INFO - 2024-03-30 00:51:02,000 - mmdet - INFO - Epoch [53][1900/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4878, loss_bbox: 0.5161, d0.loss_cls: 0.4764, d0.loss_bbox: 0.3618 d1.loss_cls: 0.4693, d1.loss_bbox: 0.4477 d2.loss_cls: 0.5616, d2.loss_bbox: 0.5858 d3.loss_cls: 0.4402, d3.loss_bbox: 0.5776 d4.loss_cls: 0.3666, d4.loss_bbox: 0.5893, loss: 3.5569, grad_norm: 51.4092
2024-03-24 20:30:07,657 - my_logger - INFO - 2024-03-30 00:53:02,000 - mmdet - INFO - Epoch [53][1950/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4000, loss_bbox: 0.4545, d0.loss_cls: 0.4252, d0.loss_bbox: 0.3878 d1.loss_cls: 0.4619, d1.loss_bbox: 0.4270 d2.loss_cls: 0.5934, d2.loss_bbox: 0.4384 d3.loss_cls: 0.5734, d3.loss_bbox: 0.3266 d4.loss_cls: 0.3737, d4.loss_bbox: 0.5672, loss: 3.6118, grad_norm: 52.3540
2024-03-24 20:30:07,658 - my_logger - INFO - 2024-03-30 00:55:02,000 - mmdet - INFO - Epoch [53][2000/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3292, loss_bbox: 0.4313, d0.loss_cls: 0.5153, d0.loss_bbox: 0.4592 d1.loss_cls: 0.4083, d1.loss_bbox: 0.3147 d2.loss_cls: 0.3711, d2.loss_bbox: 0.3265 d3.loss_cls: 0.5421, d3.loss_bbox: 0.4522 d4.loss_cls: 0.4446, d4.loss_bbox: 0.3245, loss: 3.7251, grad_norm: 53.6578
2024-03-24 20:30:07,658 - my_logger - INFO - 2024-03-30 00:57:02,000 - mmdet - INFO - Epoch [53][2050/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5335, loss_bbox: 0.5819, d0.loss_cls: 0.4701, d0.loss_bbox: 0.4596 d1.loss_cls: 0.5780, d1.loss_bbox: 0.4003 d2.loss_cls: 0.3740, d2.loss_bbox: 0.4164 d3.loss_cls: 0.3110, d3.loss_bbox: 0.5836 d4.loss_cls: 0.4624, d4.loss_bbox: 0.3640, loss: 4.7725, grad_norm: 52.5352
2024-03-24 20:30:07,658 - my_logger - INFO - 2024-03-30 00:59:02,000 - mmdet - INFO - Epoch [53][2100/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3519, loss_bbox: 0.4708, d0.loss_cls: 0.3040, d0.loss_bbox: 0.4679 d1.loss_cls: 0.3581, d1.loss_bbox: 0.4000 d2.loss_cls: 0.5220, d2.loss_bbox: 0.4004 d3.loss_cls: 0.3059, d3.loss_bbox: 0.5155 d4.loss_cls: 0.5493, d4.loss_bbox: 0.3041, loss: 4.0303, grad_norm: 54.9067
2024-03-24 20:30:07,659 - my_logger - INFO - 2024-03-30 01:01:02,000 - mmdet - INFO - Epoch [53][2150/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4285, loss_bbox: 0.3760, d0.loss_cls: 0.3290, d0.loss_bbox: 0.4464 d1.loss_cls: 0.4530, d1.loss_bbox: 0.3665 d2.loss_cls: 0.4891, d2.loss_bbox: 0.4587 d3.loss_cls: 0.5767, d3.loss_bbox: 0.4372 d4.loss_cls: 0.3794, d4.loss_bbox: 0.3462, loss: 4.0199, grad_norm: 56.1806
2024-03-24 20:30:07,660 - my_logger - INFO - 2024-03-30 01:03:02,000 - mmdet - INFO - Epoch [53][2200/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4046, loss_bbox: 0.5943, d0.loss_cls: 0.4382, d0.loss_bbox: 0.3891 d1.loss_cls: 0.3945, d1.loss_bbox: 0.4451 d2.loss_cls: 0.3050, d2.loss_bbox: 0.3809 d3.loss_cls: 0.3074, d3.loss_bbox: 0.5583 d4.loss_cls: 0.3941, d4.loss_bbox: 0.3505, loss: 4.9285, grad_norm: 51.7323
2024-03-24 20:30:07,660 - my_logger - INFO - 2024-03-30 01:05:02,000 - mmdet - INFO - Epoch [53][2250/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3786, loss_bbox: 0.5886, d0.loss_cls: 0.3005, d0.loss_bbox: 0.5102 d1.loss_cls: 0.5195, d1.loss_bbox: 0.4119 d2.loss_cls: 0.3812, d2.loss_bbox: 0.5583 d3.loss_cls: 0.5079, d3.loss_bbox: 0.3812 d4.loss_cls: 0.5867, d4.loss_bbox: 0.4253, loss: 3.9260, grad_norm: 50.5329
2024-03-24 20:30:07,661 - my_logger - INFO - 2024-03-30 01:07:02,000 - mmdet - INFO - Epoch [53][2300/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5898, loss_bbox: 0.4458, d0.loss_cls: 0.5053, d0.loss_bbox: 0.4894 d1.loss_cls: 0.5392, d1.loss_bbox: 0.5685 d2.loss_cls: 0.4510, d2.loss_bbox: 0.3876 d3.loss_cls: 0.4031, d3.loss_bbox: 0.3995 d4.loss_cls: 0.3574, d4.loss_bbox: 0.3851, loss: 3.6765, grad_norm: 56.0493
2024-03-24 20:30:07,661 - my_logger - INFO - 2024-03-30 01:09:02,000 - mmdet - INFO - Epoch [53][2350/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2561, loss_bbox: 0.5088, d0.loss_cls: 0.3886, d0.loss_bbox: 0.4564 d1.loss_cls: 0.4054, d1.loss_bbox: 0.3465 d2.loss_cls: 0.5806, d2.loss_bbox: 0.4237 d3.loss_cls: 0.3898, d3.loss_bbox: 0.3008 d4.loss_cls: 0.5206, d4.loss_bbox: 0.5122, loss: 4.7617, grad_norm: 56.7928
2024-03-24 20:30:07,662 - my_logger - INFO - 2024-03-30 01:11:02,000 - mmdet - INFO - Epoch [53][2400/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4311, loss_bbox: 0.5760, d0.loss_cls: 0.5090, d0.loss_bbox: 0.5760 d1.loss_cls: 0.5716, d1.loss_bbox: 0.4405 d2.loss_cls: 0.5179, d2.loss_bbox: 0.3218 d3.loss_cls: 0.3215, d3.loss_bbox: 0.3667 d4.loss_cls: 0.4200, d4.loss_bbox: 0.5592, loss: 3.8400, grad_norm: 58.1938
2024-03-24 20:30:07,662 - my_logger - INFO - 2024-03-30 01:13:02,000 - mmdet - INFO - Epoch [53][2450/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5879, loss_bbox: 0.3982, d0.loss_cls: 0.3125, d0.loss_bbox: 0.3598 d1.loss_cls: 0.5658, d1.loss_bbox: 0.5040 d2.loss_cls: 0.5527, d2.loss_bbox: 0.5436 d3.loss_cls: 0.3401, d3.loss_bbox: 0.3247 d4.loss_cls: 0.3044, d4.loss_bbox: 0.3645, loss: 4.1582, grad_norm: 54.9310
2024-03-24 20:30:07,662 - my_logger - INFO - 2024-03-30 01:15:02,000 - mmdet - INFO - Epoch [53][2500/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4992, loss_bbox: 0.4428, d0.loss_cls: 0.5327, d0.loss_bbox: 0.4472 d1.loss_cls: 0.5211, d1.loss_bbox: 0.3553 d2.loss_cls: 0.5437, d2.loss_bbox: 0.4516 d3.loss_cls: 0.4952, d3.loss_bbox: 0.5132 d4.loss_cls: 0.3121, d4.loss_bbox: 0.3377, loss: 3.9216, grad_norm: 58.0007
2024-03-24 20:30:07,663 - my_logger - INFO - 2024-03-30 01:17:02,000 - mmdet - INFO - Epoch [53][2550/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2758, loss_bbox: 0.5801, d0.loss_cls: 0.5387, d0.loss_bbox: 0.3298 d1.loss_cls: 0.3506, d1.loss_bbox: 0.4261 d2.loss_cls: 0.5696, d2.loss_bbox: 0.5823 d3.loss_cls: 0.4570, d3.loss_bbox: 0.4271 d4.loss_cls: 0.4634, d4.loss_bbox: 0.5928, loss: 4.7387, grad_norm: 55.4294
2024-03-24 20:30:07,663 - my_logger - INFO - 2024-03-30 01:19:02,000 - mmdet - INFO - Epoch [53][2600/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5263, loss_bbox: 0.3132, d0.loss_cls: 0.5228, d0.loss_bbox: 0.3613 d1.loss_cls: 0.3189, d1.loss_bbox: 0.3329 d2.loss_cls: 0.4210, d2.loss_bbox: 0.5860 d3.loss_cls: 0.4762, d3.loss_bbox: 0.4839 d4.loss_cls: 0.3027, d4.loss_bbox: 0.3433, loss: 3.6506, grad_norm: 55.6686
2024-03-24 20:30:07,663 - my_logger - INFO - 2024-03-30 01:21:02,000 - mmdet - INFO - Epoch [53][2650/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2883, loss_bbox: 0.4865, d0.loss_cls: 0.3528, d0.loss_bbox: 0.5402 d1.loss_cls: 0.4886, d1.loss_bbox: 0.3057 d2.loss_cls: 0.3671, d2.loss_bbox: 0.5807 d3.loss_cls: 0.5106, d3.loss_bbox: 0.5449 d4.loss_cls: 0.4981, d4.loss_bbox: 0.4593, loss: 3.6791, grad_norm: 55.3823
2024-03-24 20:30:07,664 - my_logger - INFO - 2024-03-30 01:23:02,000 - mmdet - INFO - Epoch [53][2700/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3455, loss_bbox: 0.3531, d0.loss_cls: 0.4169, d0.loss_bbox: 0.4888 d1.loss_cls: 0.4254, d1.loss_bbox: 0.3364 d2.loss_cls: 0.5887, d2.loss_bbox: 0.5023 d3.loss_cls: 0.5679, d3.loss_bbox: 0.4747 d4.loss_cls: 0.3822, d4.loss_bbox: 0.4922, loss: 4.8942, grad_norm: 53.9338
2024-03-24 20:30:07,664 - my_logger - INFO - 2024-03-30 01:25:02,000 - mmdet - INFO - Epoch [53][2750/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5838, loss_bbox: 0.3069, d0.loss_cls: 0.5777, d0.loss_bbox: 0.4951 d1.loss_cls: 0.3717, d1.loss_bbox: 0.5329 d2.loss_cls: 0.4867, d2.loss_bbox: 0.4464 d3.loss_cls: 0.4901, d3.loss_bbox: 0.4953 d4.loss_cls: 0.3210, d4.loss_bbox: 0.4504, loss: 4.1115, grad_norm: 50.3458
2024-03-24 20:30:07,665 - my_logger - INFO - 2024-03-30 01:27:02,000 - mmdet - INFO - Epoch [53][2800/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3956, loss_bbox: 0.5742, d0.loss_cls: 0.3021, d0.loss_bbox: 0.5904 d1.loss_cls: 0.3328, d1.loss_bbox: 0.3515 d2.loss_cls: 0.4545, d2.loss_bbox: 0.3314 d3.loss_cls: 0.4803, d3.loss_bbox: 0.5334 d4.loss_cls: 0.4384, d4.loss_bbox: 0.3723, loss: 4.9879, grad_norm: 57.4049
2024-03-24 20:30:07,665 - my_logger - INFO - 2024-03-30 01:29:02,000 - mmdet - INFO - Epoch [53][2850/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3288, loss_bbox: 0.4701, d0.loss_cls: 0.4776, d0.loss_bbox: 0.5323 d1.loss_cls: 0.3497, d1.loss_bbox: 0.3018 d2.loss_cls: 0.4278, d2.loss_bbox: 0.3222 d3.loss_cls: 0.4579, d3.loss_bbox: 0.5904 d4.loss_cls: 0.3150, d4.loss_bbox: 0.4360, loss: 4.6577, grad_norm: 53.4694
2024-03-24 20:30:07,665 - my_logger - INFO - 2024-03-30 01:31:02,000 - mmdet - INFO - Epoch [53][2900/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4508, loss_bbox: 0.4051, d0.loss_cls: 0.3315, d0.loss_bbox: 0.5750 d1.loss_cls: 0.3399, d1.loss_bbox: 0.4397 d2.loss_cls: 0.5084, d2.loss_bbox: 0.4623 d3.loss_cls: 0.4808, d3.loss_bbox: 0.4552 d4.loss_cls: 0.5751, d4.loss_bbox: 0.5118, loss: 3.7596, grad_norm: 53.1716
2024-03-24 20:30:07,666 - my_logger - INFO - 2024-03-30 01:33:02,000 - mmdet - INFO - Epoch [53][2950/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3714, loss_bbox: 0.3566, d0.loss_cls: 0.4644, d0.loss_bbox: 0.3806 d1.loss_cls: 0.4269, d1.loss_bbox: 0.4513 d2.loss_cls: 0.4712, d2.loss_bbox: 0.5902 d3.loss_cls: 0.3136, d3.loss_bbox: 0.3044 d4.loss_cls: 0.3920, d4.loss_bbox: 0.3939, loss: 4.9669, grad_norm: 56.1130
2024-03-24 20:30:07,666 - my_logger - INFO - 2024-03-30 01:35:02,000 - mmdet - INFO - Epoch [53][3000/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4184, loss_bbox: 0.5951, d0.loss_cls: 0.3107, d0.loss_bbox: 0.4790 d1.loss_cls: 0.4638, d1.loss_bbox: 0.3678 d2.loss_cls: 0.3717, d2.loss_bbox: 0.3981 d3.loss_cls: 0.4415, d3.loss_bbox: 0.5646 d4.loss_cls: 0.3343, d4.loss_bbox: 0.4561, loss: 4.1434, grad_norm: 53.7032
2024-03-24 20:30:07,666 - my_logger - INFO - 2024-03-30 01:37:02,000 - mmdet - INFO - Epoch [53][3050/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3240, loss_bbox: 0.5501, d0.loss_cls: 0.5345, d0.loss_bbox: 0.3663 d1.loss_cls: 0.4004, d1.loss_bbox: 0.3008 d2.loss_cls: 0.5219, d2.loss_bbox: 0.5131 d3.loss_cls: 0.5494, d3.loss_bbox: 0.4309 d4.loss_cls: 0.4824, d4.loss_bbox: 0.4369, loss: 4.3779, grad_norm: 53.1940
2024-03-24 20:30:07,667 - my_logger - INFO - 2024-03-30 01:39:02,000 - mmdet - INFO - Epoch [53][3100/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4655, loss_bbox: 0.4097, d0.loss_cls: 0.4636, d0.loss_bbox: 0.5466 d1.loss_cls: 0.3394, d1.loss_bbox: 0.4726 d2.loss_cls: 0.5882, d2.loss_bbox: 0.4308 d3.loss_cls: 0.4866, d3.loss_bbox: 0.4239 d4.loss_cls: 0.3454, d4.loss_bbox: 0.5942, loss: 4.7674, grad_norm: 57.4503
2024-03-24 20:30:07,667 - my_logger - INFO - 2024-03-30 01:41:02,000 - mmdet - INFO - Epoch [53][3150/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3739, loss_bbox: 0.5256, d0.loss_cls: 0.4849, d0.loss_bbox: 0.5195 d1.loss_cls: 0.3925, d1.loss_bbox: 0.3544 d2.loss_cls: 0.4008, d2.loss_bbox: 0.4499 d3.loss_cls: 0.3181, d3.loss_bbox: 0.3609 d4.loss_cls: 0.3807, d4.loss_bbox: 0.5625, loss: 4.5842, grad_norm: 50.3642
2024-03-24 20:30:07,668 - my_logger - INFO - 2024-03-30 01:43:02,000 - mmdet - INFO - Epoch [53][3200/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2520, loss_bbox: 0.5484, d0.loss_cls: 0.5901, d0.loss_bbox: 0.4456 d1.loss_cls: 0.5881, d1.loss_bbox: 0.5146 d2.loss_cls: 0.4042, d2.loss_bbox: 0.5528 d3.loss_cls: 0.3880, d3.loss_bbox: 0.4043 d4.loss_cls: 0.4459, d4.loss_bbox: 0.4427, loss: 4.6541, grad_norm: 51.8678
2024-03-24 20:30:07,668 - my_logger - INFO - 2024-03-30 01:45:02,000 - mmdet - INFO - Epoch [53][3250/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3704, loss_bbox: 0.3113, d0.loss_cls: 0.3076, d0.loss_bbox: 0.4579 d1.loss_cls: 0.4360, d1.loss_bbox: 0.3989 d2.loss_cls: 0.3729, d2.loss_bbox: 0.5796 d3.loss_cls: 0.5658, d3.loss_bbox: 0.4848 d4.loss_cls: 0.5126, d4.loss_bbox: 0.4945, loss: 4.2983, grad_norm: 51.5026
2024-03-24 20:30:07,668 - my_logger - INFO - 2024-03-30 01:47:02,000 - mmdet - INFO - Epoch [53][3300/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4095, loss_bbox: 0.4822, d0.loss_cls: 0.3445, d0.loss_bbox: 0.3073 d1.loss_cls: 0.4019, d1.loss_bbox: 0.4074 d2.loss_cls: 0.3328, d2.loss_bbox: 0.3882 d3.loss_cls: 0.3065, d3.loss_bbox: 0.4262 d4.loss_cls: 0.3309, d4.loss_bbox: 0.4950, loss: 4.4359, grad_norm: 52.7043
2024-03-24 20:30:07,669 - my_logger - INFO - 2024-03-30 01:49:02,000 - mmdet - INFO - Epoch [53][3350/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5560, loss_bbox: 0.5642, d0.loss_cls: 0.5265, d0.loss_bbox: 0.3362 d1.loss_cls: 0.5516, d1.loss_bbox: 0.5758 d2.loss_cls: 0.4104, d2.loss_bbox: 0.5470 d3.loss_cls: 0.4843, d3.loss_bbox: 0.4557 d4.loss_cls: 0.3112, d4.loss_bbox: 0.3013, loss: 3.6168, grad_norm: 52.1874
2024-03-24 20:30:07,669 - my_logger - INFO - 2024-03-30 01:51:02,000 - mmdet - INFO - Epoch [53][3400/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3080, loss_bbox: 0.5506, d0.loss_cls: 0.3691, d0.loss_bbox: 0.4151 d1.loss_cls: 0.4868, d1.loss_bbox: 0.3994 d2.loss_cls: 0.4353, d2.loss_bbox: 0.4712 d3.loss_cls: 0.5981, d3.loss_bbox: 0.3381 d4.loss_cls: 0.5232, d4.loss_bbox: 0.3547, loss: 3.7583, grad_norm: 57.5344
2024-03-24 20:30:07,670 - my_logger - INFO - 2024-03-30 01:53:02,000 - mmdet - INFO - Epoch [53][3450/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2667, loss_bbox: 0.4935, d0.loss_cls: 0.5083, d0.loss_bbox: 0.4664 d1.loss_cls: 0.3170, d1.loss_bbox: 0.4307 d2.loss_cls: 0.4258, d2.loss_bbox: 0.4339 d3.loss_cls: 0.5569, d3.loss_bbox: 0.3622 d4.loss_cls: 0.4544, d4.loss_bbox: 0.3727, loss: 4.6950, grad_norm: 58.8310
2024-03-24 20:30:07,670 - my_logger - INFO - 2024-03-30 01:55:02,000 - mmdet - INFO - Epoch [53][3500/3517][Batch size: 50]	lr: 3.893e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3504, loss_bbox: 0.3604, d0.loss_cls: 0.3506, d0.loss_bbox: 0.5501 d1.loss_cls: 0.3971, d1.loss_bbox: 0.4620 d2.loss_cls: 0.4461, d2.loss_bbox: 0.3005 d3.loss_cls: 0.3600, d3.loss_bbox: 0.5569 d4.loss_cls: 0.4853, d4.loss_bbox: 0.3108, loss: 4.9234, grad_norm: 57.8132
2024-03-24 20:30:07,670 - my_logger - INFO - 2024-03-30 01:57:02,000 - mmdet - INFO - Epoch [54][0/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4369, loss_bbox: 0.5596, d0.loss_cls: 0.3357, d0.loss_bbox: 0.5803 d1.loss_cls: 0.3042, d1.loss_bbox: 0.4221 d2.loss_cls: 0.4268, d2.loss_bbox: 0.5884 d3.loss_cls: 0.5249, d3.loss_bbox: 0.4731 d4.loss_cls: 0.3104, d4.loss_bbox: 0.4892, loss: 4.8418, grad_norm: 55.6698
2024-03-24 20:30:07,671 - my_logger - INFO - 2024-03-30 01:59:02,000 - mmdet - INFO - Epoch [54][50/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2886, loss_bbox: 0.5790, d0.loss_cls: 0.3092, d0.loss_bbox: 0.5186 d1.loss_cls: 0.4753, d1.loss_bbox: 0.4228 d2.loss_cls: 0.4560, d2.loss_bbox: 0.4642 d3.loss_cls: 0.3848, d3.loss_bbox: 0.4657 d4.loss_cls: 0.5340, d4.loss_bbox: 0.5148, loss: 3.5992, grad_norm: 51.6507
2024-03-24 20:30:07,671 - my_logger - INFO - 2024-03-30 02:01:02,000 - mmdet - INFO - Epoch [54][100/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4939, loss_bbox: 0.5227, d0.loss_cls: 0.3654, d0.loss_bbox: 0.3627 d1.loss_cls: 0.3534, d1.loss_bbox: 0.5801 d2.loss_cls: 0.4664, d2.loss_bbox: 0.4813 d3.loss_cls: 0.3588, d3.loss_bbox: 0.3952 d4.loss_cls: 0.4118, d4.loss_bbox: 0.4669, loss: 3.8855, grad_norm: 56.8522
2024-03-24 20:30:07,671 - my_logger - INFO - 2024-03-30 02:03:02,000 - mmdet - INFO - Epoch [54][150/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3116, loss_bbox: 0.5241, d0.loss_cls: 0.5687, d0.loss_bbox: 0.4600 d1.loss_cls: 0.5530, d1.loss_bbox: 0.4553 d2.loss_cls: 0.4200, d2.loss_bbox: 0.3703 d3.loss_cls: 0.3002, d3.loss_bbox: 0.3360 d4.loss_cls: 0.5813, d4.loss_bbox: 0.5371, loss: 4.1081, grad_norm: 55.5035
2024-03-24 20:30:07,672 - my_logger - INFO - 2024-03-30 02:05:02,000 - mmdet - INFO - Epoch [54][200/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3042, loss_bbox: 0.5136, d0.loss_cls: 0.3097, d0.loss_bbox: 0.3872 d1.loss_cls: 0.3686, d1.loss_bbox: 0.3509 d2.loss_cls: 0.5058, d2.loss_bbox: 0.3928 d3.loss_cls: 0.4205, d3.loss_bbox: 0.5309 d4.loss_cls: 0.3344, d4.loss_bbox: 0.3091, loss: 4.8499, grad_norm: 57.0859
2024-03-24 20:30:07,672 - my_logger - INFO - 2024-03-30 02:07:02,000 - mmdet - INFO - Epoch [54][250/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3680, loss_bbox: 0.5134, d0.loss_cls: 0.4650, d0.loss_bbox: 0.3587 d1.loss_cls: 0.4102, d1.loss_bbox: 0.5096 d2.loss_cls: 0.4070, d2.loss_bbox: 0.5232 d3.loss_cls: 0.3803, d3.loss_bbox: 0.3878 d4.loss_cls: 0.3973, d4.loss_bbox: 0.3117, loss: 4.3048, grad_norm: 58.6625
2024-03-24 20:30:07,672 - my_logger - INFO - 2024-03-30 02:09:02,000 - mmdet - INFO - Epoch [54][300/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3117, loss_bbox: 0.4639, d0.loss_cls: 0.3362, d0.loss_bbox: 0.3351 d1.loss_cls: 0.4620, d1.loss_bbox: 0.5194 d2.loss_cls: 0.3354, d2.loss_bbox: 0.3781 d3.loss_cls: 0.4429, d3.loss_bbox: 0.3677 d4.loss_cls: 0.3966, d4.loss_bbox: 0.4281, loss: 3.9447, grad_norm: 57.7339
2024-03-24 20:30:07,673 - my_logger - INFO - 2024-03-30 02:11:02,000 - mmdet - INFO - Epoch [54][350/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5912, loss_bbox: 0.3444, d0.loss_cls: 0.5193, d0.loss_bbox: 0.4346 d1.loss_cls: 0.4784, d1.loss_bbox: 0.3900 d2.loss_cls: 0.3795, d2.loss_bbox: 0.3712 d3.loss_cls: 0.3618, d3.loss_bbox: 0.5463 d4.loss_cls: 0.4086, d4.loss_bbox: 0.5140, loss: 3.5543, grad_norm: 58.8571
2024-03-24 20:30:07,673 - my_logger - INFO - 2024-03-30 02:13:02,000 - mmdet - INFO - Epoch [54][400/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2864, loss_bbox: 0.5072, d0.loss_cls: 0.4145, d0.loss_bbox: 0.5918 d1.loss_cls: 0.3367, d1.loss_bbox: 0.4409 d2.loss_cls: 0.3748, d2.loss_bbox: 0.4237 d3.loss_cls: 0.5131, d3.loss_bbox: 0.5982 d4.loss_cls: 0.4191, d4.loss_bbox: 0.5354, loss: 3.9067, grad_norm: 57.6608
2024-03-24 20:30:07,674 - my_logger - INFO - 2024-03-30 02:15:02,000 - mmdet - INFO - Epoch [54][450/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4825, loss_bbox: 0.5615, d0.loss_cls: 0.5510, d0.loss_bbox: 0.4152 d1.loss_cls: 0.3513, d1.loss_bbox: 0.4308 d2.loss_cls: 0.3820, d2.loss_bbox: 0.3406 d3.loss_cls: 0.5255, d3.loss_bbox: 0.4627 d4.loss_cls: 0.5249, d4.loss_bbox: 0.4626, loss: 4.4731, grad_norm: 51.6788
2024-03-24 20:30:07,680 - my_logger - INFO - 2024-03-30 02:17:02,000 - mmdet - INFO - Epoch [54][500/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5771, loss_bbox: 0.3289, d0.loss_cls: 0.5609, d0.loss_bbox: 0.4392 d1.loss_cls: 0.4777, d1.loss_bbox: 0.4102 d2.loss_cls: 0.4628, d2.loss_bbox: 0.4255 d3.loss_cls: 0.5417, d3.loss_bbox: 0.5981 d4.loss_cls: 0.5820, d4.loss_bbox: 0.3693, loss: 3.9480, grad_norm: 52.5589
2024-03-24 20:30:07,681 - my_logger - INFO - 2024-03-30 02:19:02,000 - mmdet - INFO - Epoch [54][550/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3689, loss_bbox: 0.4194, d0.loss_cls: 0.3005, d0.loss_bbox: 0.3343 d1.loss_cls: 0.5213, d1.loss_bbox: 0.4479 d2.loss_cls: 0.5867, d2.loss_bbox: 0.3379 d3.loss_cls: 0.5104, d3.loss_bbox: 0.4619 d4.loss_cls: 0.3612, d4.loss_bbox: 0.5033, loss: 4.7365, grad_norm: 57.2864
2024-03-24 20:30:07,681 - my_logger - INFO - 2024-03-30 02:21:02,000 - mmdet - INFO - Epoch [54][600/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3108, loss_bbox: 0.3684, d0.loss_cls: 0.5973, d0.loss_bbox: 0.3283 d1.loss_cls: 0.5620, d1.loss_bbox: 0.5744 d2.loss_cls: 0.5634, d2.loss_bbox: 0.4731 d3.loss_cls: 0.4146, d3.loss_bbox: 0.4960 d4.loss_cls: 0.3035, d4.loss_bbox: 0.4286, loss: 4.0389, grad_norm: 53.8197
2024-03-24 20:30:07,682 - my_logger - INFO - 2024-03-30 02:23:02,000 - mmdet - INFO - Epoch [54][650/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5011, loss_bbox: 0.3384, d0.loss_cls: 0.5942, d0.loss_bbox: 0.5240 d1.loss_cls: 0.3688, d1.loss_bbox: 0.5852 d2.loss_cls: 0.4953, d2.loss_bbox: 0.3713 d3.loss_cls: 0.3143, d3.loss_bbox: 0.4983 d4.loss_cls: 0.4979, d4.loss_bbox: 0.5189, loss: 4.8233, grad_norm: 56.5983
2024-03-24 20:30:07,682 - my_logger - INFO - 2024-03-30 02:25:02,000 - mmdet - INFO - Epoch [54][700/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5703, loss_bbox: 0.5945, d0.loss_cls: 0.5147, d0.loss_bbox: 0.5860 d1.loss_cls: 0.5409, d1.loss_bbox: 0.3611 d2.loss_cls: 0.4408, d2.loss_bbox: 0.3232 d3.loss_cls: 0.3680, d3.loss_bbox: 0.4834 d4.loss_cls: 0.4993, d4.loss_bbox: 0.5133, loss: 3.5906, grad_norm: 53.0686
2024-03-24 20:30:07,682 - my_logger - INFO - 2024-03-30 02:27:02,000 - mmdet - INFO - Epoch [54][750/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3763, loss_bbox: 0.4702, d0.loss_cls: 0.4544, d0.loss_bbox: 0.3054 d1.loss_cls: 0.5699, d1.loss_bbox: 0.3588 d2.loss_cls: 0.4754, d2.loss_bbox: 0.3121 d3.loss_cls: 0.3251, d3.loss_bbox: 0.3796 d4.loss_cls: 0.5729, d4.loss_bbox: 0.3676, loss: 3.5084, grad_norm: 50.4700
2024-03-24 20:30:07,683 - my_logger - INFO - 2024-03-30 02:29:02,000 - mmdet - INFO - Epoch [54][800/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3716, loss_bbox: 0.5492, d0.loss_cls: 0.3682, d0.loss_bbox: 0.4074 d1.loss_cls: 0.5386, d1.loss_bbox: 0.3221 d2.loss_cls: 0.3855, d2.loss_bbox: 0.5761 d3.loss_cls: 0.3007, d3.loss_bbox: 0.5882 d4.loss_cls: 0.4797, d4.loss_bbox: 0.3791, loss: 4.9968, grad_norm: 59.4892
2024-03-24 20:30:07,683 - my_logger - INFO - 2024-03-30 02:31:02,000 - mmdet - INFO - Epoch [54][850/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3948, loss_bbox: 0.3962, d0.loss_cls: 0.4530, d0.loss_bbox: 0.3866 d1.loss_cls: 0.5483, d1.loss_bbox: 0.3205 d2.loss_cls: 0.5573, d2.loss_bbox: 0.5525 d3.loss_cls: 0.5294, d3.loss_bbox: 0.5382 d4.loss_cls: 0.3263, d4.loss_bbox: 0.5281, loss: 3.9505, grad_norm: 59.7208
2024-03-24 20:30:07,683 - my_logger - INFO - 2024-03-30 02:33:02,000 - mmdet - INFO - Epoch [54][900/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5587, loss_bbox: 0.3826, d0.loss_cls: 0.4172, d0.loss_bbox: 0.5954 d1.loss_cls: 0.4484, d1.loss_bbox: 0.5752 d2.loss_cls: 0.4482, d2.loss_bbox: 0.3759 d3.loss_cls: 0.5711, d3.loss_bbox: 0.4886 d4.loss_cls: 0.3554, d4.loss_bbox: 0.4175, loss: 4.0262, grad_norm: 57.7163
2024-03-24 20:30:07,684 - my_logger - INFO - 2024-03-30 02:35:02,000 - mmdet - INFO - Epoch [54][950/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5214, loss_bbox: 0.4760, d0.loss_cls: 0.5165, d0.loss_bbox: 0.4625 d1.loss_cls: 0.4342, d1.loss_bbox: 0.3633 d2.loss_cls: 0.5878, d2.loss_bbox: 0.5146 d3.loss_cls: 0.5924, d3.loss_bbox: 0.4939 d4.loss_cls: 0.5701, d4.loss_bbox: 0.5827, loss: 4.5340, grad_norm: 53.4659
2024-03-24 20:30:07,684 - my_logger - INFO - 2024-03-30 02:37:02,000 - mmdet - INFO - Epoch [54][1000/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2852, loss_bbox: 0.3523, d0.loss_cls: 0.3913, d0.loss_bbox: 0.3283 d1.loss_cls: 0.5112, d1.loss_bbox: 0.5682 d2.loss_cls: 0.3428, d2.loss_bbox: 0.5476 d3.loss_cls: 0.5226, d3.loss_bbox: 0.3924 d4.loss_cls: 0.5104, d4.loss_bbox: 0.5713, loss: 3.7070, grad_norm: 56.7157
2024-03-24 20:30:07,685 - my_logger - INFO - 2024-03-30 02:39:02,000 - mmdet - INFO - Epoch [54][1050/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3709, loss_bbox: 0.5634, d0.loss_cls: 0.4949, d0.loss_bbox: 0.3328 d1.loss_cls: 0.5073, d1.loss_bbox: 0.3059 d2.loss_cls: 0.3091, d2.loss_bbox: 0.4005 d3.loss_cls: 0.3084, d3.loss_bbox: 0.3912 d4.loss_cls: 0.3946, d4.loss_bbox: 0.4951, loss: 4.8993, grad_norm: 57.2057
2024-03-24 20:30:07,685 - my_logger - INFO - 2024-03-30 02:41:02,000 - mmdet - INFO - Epoch [54][1100/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5525, loss_bbox: 0.3859, d0.loss_cls: 0.3865, d0.loss_bbox: 0.3210 d1.loss_cls: 0.3967, d1.loss_bbox: 0.4418 d2.loss_cls: 0.5175, d2.loss_bbox: 0.4051 d3.loss_cls: 0.5933, d3.loss_bbox: 0.3856 d4.loss_cls: 0.3817, d4.loss_bbox: 0.3260, loss: 4.5346, grad_norm: 59.9319
2024-03-24 20:30:07,685 - my_logger - INFO - 2024-03-30 02:43:02,000 - mmdet - INFO - Epoch [54][1150/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4588, loss_bbox: 0.3513, d0.loss_cls: 0.3553, d0.loss_bbox: 0.4255 d1.loss_cls: 0.3371, d1.loss_bbox: 0.4793 d2.loss_cls: 0.3177, d2.loss_bbox: 0.4824 d3.loss_cls: 0.4118, d3.loss_bbox: 0.4371 d4.loss_cls: 0.5708, d4.loss_bbox: 0.4650, loss: 3.9797, grad_norm: 59.7741
2024-03-24 20:30:07,686 - my_logger - INFO - 2024-03-30 02:45:02,000 - mmdet - INFO - Epoch [54][1200/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4415, loss_bbox: 0.3140, d0.loss_cls: 0.3529, d0.loss_bbox: 0.5801 d1.loss_cls: 0.3048, d1.loss_bbox: 0.3798 d2.loss_cls: 0.3028, d2.loss_bbox: 0.4017 d3.loss_cls: 0.4554, d3.loss_bbox: 0.3945 d4.loss_cls: 0.5474, d4.loss_bbox: 0.4144, loss: 4.2685, grad_norm: 52.3425
2024-03-24 20:30:07,686 - my_logger - INFO - 2024-03-30 02:47:02,000 - mmdet - INFO - Epoch [54][1250/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3362, loss_bbox: 0.5210, d0.loss_cls: 0.4454, d0.loss_bbox: 0.4324 d1.loss_cls: 0.4903, d1.loss_bbox: 0.5705 d2.loss_cls: 0.5035, d2.loss_bbox: 0.3403 d3.loss_cls: 0.4634, d3.loss_bbox: 0.4748 d4.loss_cls: 0.5962, d4.loss_bbox: 0.3415, loss: 3.5986, grad_norm: 59.7266
2024-03-24 20:30:07,686 - my_logger - INFO - 2024-03-30 02:49:02,000 - mmdet - INFO - Epoch [54][1300/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4634, loss_bbox: 0.3595, d0.loss_cls: 0.5962, d0.loss_bbox: 0.5929 d1.loss_cls: 0.3686, d1.loss_bbox: 0.3916 d2.loss_cls: 0.5931, d2.loss_bbox: 0.4003 d3.loss_cls: 0.3808, d3.loss_bbox: 0.4554 d4.loss_cls: 0.5952, d4.loss_bbox: 0.5952, loss: 4.3605, grad_norm: 52.3640
2024-03-24 20:30:07,687 - my_logger - INFO - 2024-03-30 02:51:02,000 - mmdet - INFO - Epoch [54][1350/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5468, loss_bbox: 0.3867, d0.loss_cls: 0.5751, d0.loss_bbox: 0.3866 d1.loss_cls: 0.3412, d1.loss_bbox: 0.3133 d2.loss_cls: 0.5540, d2.loss_bbox: 0.3812 d3.loss_cls: 0.5555, d3.loss_bbox: 0.3274 d4.loss_cls: 0.3773, d4.loss_bbox: 0.4275, loss: 3.7677, grad_norm: 58.4167
2024-03-24 20:30:07,687 - my_logger - INFO - 2024-03-30 02:53:02,000 - mmdet - INFO - Epoch [54][1400/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5765, loss_bbox: 0.4568, d0.loss_cls: 0.4140, d0.loss_bbox: 0.5519 d1.loss_cls: 0.3242, d1.loss_bbox: 0.3330 d2.loss_cls: 0.5894, d2.loss_bbox: 0.4842 d3.loss_cls: 0.3928, d3.loss_bbox: 0.4001 d4.loss_cls: 0.4776, d4.loss_bbox: 0.3285, loss: 4.3054, grad_norm: 51.8803
2024-03-24 20:30:07,688 - my_logger - INFO - 2024-03-30 02:55:02,000 - mmdet - INFO - Epoch [54][1450/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5983, loss_bbox: 0.4085, d0.loss_cls: 0.3120, d0.loss_bbox: 0.4080 d1.loss_cls: 0.4860, d1.loss_bbox: 0.5093 d2.loss_cls: 0.5796, d2.loss_bbox: 0.5680 d3.loss_cls: 0.4173, d3.loss_bbox: 0.4487 d4.loss_cls: 0.5345, d4.loss_bbox: 0.4954, loss: 4.5707, grad_norm: 58.1847
2024-03-24 20:30:07,688 - my_logger - INFO - 2024-03-30 02:57:02,000 - mmdet - INFO - Epoch [54][1500/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3881, loss_bbox: 0.3426, d0.loss_cls: 0.4550, d0.loss_bbox: 0.3116 d1.loss_cls: 0.4898, d1.loss_bbox: 0.4934 d2.loss_cls: 0.3513, d2.loss_bbox: 0.3561 d3.loss_cls: 0.5584, d3.loss_bbox: 0.5031 d4.loss_cls: 0.5757, d4.loss_bbox: 0.4856, loss: 3.6170, grad_norm: 58.4603
2024-03-24 20:30:07,688 - my_logger - INFO - 2024-03-30 02:59:02,000 - mmdet - INFO - Epoch [54][1550/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4594, loss_bbox: 0.5224, d0.loss_cls: 0.5419, d0.loss_bbox: 0.3801 d1.loss_cls: 0.4654, d1.loss_bbox: 0.3833 d2.loss_cls: 0.5422, d2.loss_bbox: 0.5456 d3.loss_cls: 0.5534, d3.loss_bbox: 0.3281 d4.loss_cls: 0.5983, d4.loss_bbox: 0.3362, loss: 4.2028, grad_norm: 58.3910
2024-03-24 20:30:07,689 - my_logger - INFO - 2024-03-30 03:01:02,000 - mmdet - INFO - Epoch [54][1600/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3480, loss_bbox: 0.4401, d0.loss_cls: 0.3457, d0.loss_bbox: 0.5369 d1.loss_cls: 0.3021, d1.loss_bbox: 0.3327 d2.loss_cls: 0.3232, d2.loss_bbox: 0.3439 d3.loss_cls: 0.3180, d3.loss_bbox: 0.4191 d4.loss_cls: 0.5480, d4.loss_bbox: 0.5367, loss: 4.7612, grad_norm: 50.7531
2024-03-24 20:30:07,689 - my_logger - INFO - 2024-03-30 03:03:02,000 - mmdet - INFO - Epoch [54][1650/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5489, loss_bbox: 0.3708, d0.loss_cls: 0.3400, d0.loss_bbox: 0.5757 d1.loss_cls: 0.4108, d1.loss_bbox: 0.4918 d2.loss_cls: 0.4780, d2.loss_bbox: 0.3617 d3.loss_cls: 0.4575, d3.loss_bbox: 0.4908 d4.loss_cls: 0.4238, d4.loss_bbox: 0.5061, loss: 3.6119, grad_norm: 57.9728
2024-03-24 20:30:07,689 - my_logger - INFO - 2024-03-30 03:05:02,000 - mmdet - INFO - Epoch [54][1700/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3679, loss_bbox: 0.4975, d0.loss_cls: 0.4730, d0.loss_bbox: 0.3880 d1.loss_cls: 0.4784, d1.loss_bbox: 0.4378 d2.loss_cls: 0.3343, d2.loss_bbox: 0.5384 d3.loss_cls: 0.5903, d3.loss_bbox: 0.3238 d4.loss_cls: 0.5440, d4.loss_bbox: 0.4650, loss: 4.7540, grad_norm: 59.8680
2024-03-24 20:30:07,690 - my_logger - INFO - 2024-03-30 03:07:02,000 - mmdet - INFO - Epoch [54][1750/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5992, loss_bbox: 0.4192, d0.loss_cls: 0.4001, d0.loss_bbox: 0.3670 d1.loss_cls: 0.5832, d1.loss_bbox: 0.5980 d2.loss_cls: 0.3623, d2.loss_bbox: 0.5441 d3.loss_cls: 0.4360, d3.loss_bbox: 0.3781 d4.loss_cls: 0.4321, d4.loss_bbox: 0.5639, loss: 4.6070, grad_norm: 50.7345
2024-03-24 20:30:07,698 - my_logger - INFO - 2024-03-30 03:09:02,000 - mmdet - INFO - Epoch [54][1800/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5247, loss_bbox: 0.5521, d0.loss_cls: 0.5542, d0.loss_bbox: 0.3351 d1.loss_cls: 0.3671, d1.loss_bbox: 0.5543 d2.loss_cls: 0.4048, d2.loss_bbox: 0.4433 d3.loss_cls: 0.3929, d3.loss_bbox: 0.5137 d4.loss_cls: 0.3673, d4.loss_bbox: 0.4937, loss: 3.7151, grad_norm: 52.8610
2024-03-24 20:30:07,698 - my_logger - INFO - 2024-03-30 03:11:02,000 - mmdet - INFO - Epoch [54][1850/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3647, loss_bbox: 0.4550, d0.loss_cls: 0.3492, d0.loss_bbox: 0.4347 d1.loss_cls: 0.4524, d1.loss_bbox: 0.5827 d2.loss_cls: 0.5289, d2.loss_bbox: 0.3991 d3.loss_cls: 0.4697, d3.loss_bbox: 0.4173 d4.loss_cls: 0.5379, d4.loss_bbox: 0.5672, loss: 4.6830, grad_norm: 52.6747
2024-03-24 20:30:07,699 - my_logger - INFO - 2024-03-30 03:13:02,000 - mmdet - INFO - Epoch [54][1900/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5571, loss_bbox: 0.5072, d0.loss_cls: 0.5154, d0.loss_bbox: 0.5575 d1.loss_cls: 0.3258, d1.loss_bbox: 0.5460 d2.loss_cls: 0.5218, d2.loss_bbox: 0.3242 d3.loss_cls: 0.4235, d3.loss_bbox: 0.5917 d4.loss_cls: 0.3558, d4.loss_bbox: 0.3133, loss: 4.1748, grad_norm: 52.8161
2024-03-24 20:30:07,701 - my_logger - INFO - 2024-03-30 03:15:02,000 - mmdet - INFO - Epoch [54][1950/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4059, loss_bbox: 0.3679, d0.loss_cls: 0.4393, d0.loss_bbox: 0.5960 d1.loss_cls: 0.4539, d1.loss_bbox: 0.4644 d2.loss_cls: 0.5250, d2.loss_bbox: 0.4870 d3.loss_cls: 0.4218, d3.loss_bbox: 0.5769 d4.loss_cls: 0.5168, d4.loss_bbox: 0.3642, loss: 4.3006, grad_norm: 54.4325
2024-03-24 20:30:07,701 - my_logger - INFO - 2024-03-30 03:17:02,000 - mmdet - INFO - Epoch [54][2000/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3002, loss_bbox: 0.3232, d0.loss_cls: 0.5831, d0.loss_bbox: 0.3914 d1.loss_cls: 0.4907, d1.loss_bbox: 0.5663 d2.loss_cls: 0.4546, d2.loss_bbox: 0.4906 d3.loss_cls: 0.3098, d3.loss_bbox: 0.3082 d4.loss_cls: 0.3787, d4.loss_bbox: 0.3197, loss: 3.9959, grad_norm: 57.1557
2024-03-24 20:30:07,702 - my_logger - INFO - 2024-03-30 03:19:02,000 - mmdet - INFO - Epoch [54][2050/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4416, loss_bbox: 0.4054, d0.loss_cls: 0.4517, d0.loss_bbox: 0.3282 d1.loss_cls: 0.4116, d1.loss_bbox: 0.3974 d2.loss_cls: 0.4057, d2.loss_bbox: 0.5666 d3.loss_cls: 0.5933, d3.loss_bbox: 0.5552 d4.loss_cls: 0.5505, d4.loss_bbox: 0.3426, loss: 3.7635, grad_norm: 58.2788
2024-03-24 20:30:07,702 - my_logger - INFO - 2024-03-30 03:21:02,000 - mmdet - INFO - Epoch [54][2100/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4997, loss_bbox: 0.4901, d0.loss_cls: 0.5079, d0.loss_bbox: 0.4789 d1.loss_cls: 0.4056, d1.loss_bbox: 0.3317 d2.loss_cls: 0.4382, d2.loss_bbox: 0.3514 d3.loss_cls: 0.3090, d3.loss_bbox: 0.5804 d4.loss_cls: 0.3864, d4.loss_bbox: 0.3910, loss: 4.0577, grad_norm: 54.2194
2024-03-24 20:30:07,702 - my_logger - INFO - 2024-03-30 03:23:02,000 - mmdet - INFO - Epoch [54][2150/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3374, loss_bbox: 0.3402, d0.loss_cls: 0.5005, d0.loss_bbox: 0.5481 d1.loss_cls: 0.3309, d1.loss_bbox: 0.5440 d2.loss_cls: 0.5564, d2.loss_bbox: 0.3537 d3.loss_cls: 0.4552, d3.loss_bbox: 0.4242 d4.loss_cls: 0.4661, d4.loss_bbox: 0.3047, loss: 3.6492, grad_norm: 55.5467
2024-03-24 20:30:07,703 - my_logger - INFO - 2024-03-30 03:25:02,000 - mmdet - INFO - Epoch [54][2200/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2827, loss_bbox: 0.3361, d0.loss_cls: 0.5131, d0.loss_bbox: 0.5008 d1.loss_cls: 0.3313, d1.loss_bbox: 0.5697 d2.loss_cls: 0.5766, d2.loss_bbox: 0.3213 d3.loss_cls: 0.3132, d3.loss_bbox: 0.5738 d4.loss_cls: 0.4380, d4.loss_bbox: 0.5093, loss: 4.6272, grad_norm: 51.7406
2024-03-24 20:30:07,703 - my_logger - INFO - 2024-03-30 03:27:02,000 - mmdet - INFO - Epoch [54][2250/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3095, loss_bbox: 0.3479, d0.loss_cls: 0.4422, d0.loss_bbox: 0.5293 d1.loss_cls: 0.5340, d1.loss_bbox: 0.4265 d2.loss_cls: 0.5085, d2.loss_bbox: 0.5838 d3.loss_cls: 0.4023, d3.loss_bbox: 0.3866 d4.loss_cls: 0.4568, d4.loss_bbox: 0.4406, loss: 4.8516, grad_norm: 59.8361
2024-03-24 20:30:07,704 - my_logger - INFO - 2024-03-30 03:29:02,000 - mmdet - INFO - Epoch [54][2300/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3520, loss_bbox: 0.3818, d0.loss_cls: 0.5401, d0.loss_bbox: 0.4659 d1.loss_cls: 0.4363, d1.loss_bbox: 0.3352 d2.loss_cls: 0.3613, d2.loss_bbox: 0.5691 d3.loss_cls: 0.3014, d3.loss_bbox: 0.5258 d4.loss_cls: 0.3796, d4.loss_bbox: 0.5349, loss: 4.6528, grad_norm: 50.2495
2024-03-24 20:30:07,704 - my_logger - INFO - 2024-03-30 03:31:02,000 - mmdet - INFO - Epoch [54][2350/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4767, loss_bbox: 0.3884, d0.loss_cls: 0.4488, d0.loss_bbox: 0.3197 d1.loss_cls: 0.5916, d1.loss_bbox: 0.5519 d2.loss_cls: 0.3685, d2.loss_bbox: 0.4702 d3.loss_cls: 0.4442, d3.loss_bbox: 0.5586 d4.loss_cls: 0.4773, d4.loss_bbox: 0.3690, loss: 4.5564, grad_norm: 54.9755
2024-03-24 20:30:07,704 - my_logger - INFO - 2024-03-30 03:33:02,000 - mmdet - INFO - Epoch [54][2400/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4075, loss_bbox: 0.5637, d0.loss_cls: 0.3294, d0.loss_bbox: 0.5658 d1.loss_cls: 0.5232, d1.loss_bbox: 0.4360 d2.loss_cls: 0.3140, d2.loss_bbox: 0.5003 d3.loss_cls: 0.3382, d3.loss_bbox: 0.3833 d4.loss_cls: 0.3852, d4.loss_bbox: 0.5347, loss: 4.8694, grad_norm: 57.1951
2024-03-24 20:30:07,705 - my_logger - INFO - 2024-03-30 03:35:02,000 - mmdet - INFO - Epoch [54][2450/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5188, loss_bbox: 0.3717, d0.loss_cls: 0.3055, d0.loss_bbox: 0.3074 d1.loss_cls: 0.3176, d1.loss_bbox: 0.5049 d2.loss_cls: 0.4781, d2.loss_bbox: 0.3653 d3.loss_cls: 0.5370, d3.loss_bbox: 0.5783 d4.loss_cls: 0.3698, d4.loss_bbox: 0.4755, loss: 4.9215, grad_norm: 50.4671
2024-03-24 20:30:07,705 - my_logger - INFO - 2024-03-30 03:37:02,000 - mmdet - INFO - Epoch [54][2500/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5818, loss_bbox: 0.3377, d0.loss_cls: 0.5086, d0.loss_bbox: 0.3619 d1.loss_cls: 0.4755, d1.loss_bbox: 0.4300 d2.loss_cls: 0.4716, d2.loss_bbox: 0.4119 d3.loss_cls: 0.3633, d3.loss_bbox: 0.5989 d4.loss_cls: 0.5642, d4.loss_bbox: 0.5074, loss: 4.6694, grad_norm: 53.3024
2024-03-24 20:30:07,706 - my_logger - INFO - 2024-03-30 03:39:02,000 - mmdet - INFO - Epoch [54][2550/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5717, loss_bbox: 0.3235, d0.loss_cls: 0.3509, d0.loss_bbox: 0.4596 d1.loss_cls: 0.5389, d1.loss_bbox: 0.3654 d2.loss_cls: 0.4499, d2.loss_bbox: 0.3646 d3.loss_cls: 0.5800, d3.loss_bbox: 0.5336 d4.loss_cls: 0.5319, d4.loss_bbox: 0.3344, loss: 3.7463, grad_norm: 51.6842
2024-03-24 20:30:07,706 - my_logger - INFO - 2024-03-30 03:41:02,000 - mmdet - INFO - Epoch [54][2600/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4747, loss_bbox: 0.4013, d0.loss_cls: 0.3721, d0.loss_bbox: 0.3452 d1.loss_cls: 0.5353, d1.loss_bbox: 0.4761 d2.loss_cls: 0.4569, d2.loss_bbox: 0.5424 d3.loss_cls: 0.5082, d3.loss_bbox: 0.4439 d4.loss_cls: 0.3942, d4.loss_bbox: 0.3328, loss: 4.7651, grad_norm: 58.3748
2024-03-24 20:30:07,706 - my_logger - INFO - 2024-03-30 03:43:02,000 - mmdet - INFO - Epoch [54][2650/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5641, loss_bbox: 0.3393, d0.loss_cls: 0.3786, d0.loss_bbox: 0.3635 d1.loss_cls: 0.4318, d1.loss_bbox: 0.3708 d2.loss_cls: 0.3599, d2.loss_bbox: 0.5886 d3.loss_cls: 0.3003, d3.loss_bbox: 0.5409 d4.loss_cls: 0.4101, d4.loss_bbox: 0.3027, loss: 4.9783, grad_norm: 53.1670
2024-03-24 20:30:07,707 - my_logger - INFO - 2024-03-30 03:45:02,000 - mmdet - INFO - Epoch [54][2700/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2624, loss_bbox: 0.3836, d0.loss_cls: 0.4260, d0.loss_bbox: 0.3527 d1.loss_cls: 0.3413, d1.loss_bbox: 0.3539 d2.loss_cls: 0.3567, d2.loss_bbox: 0.5949 d3.loss_cls: 0.4323, d3.loss_bbox: 0.3318 d4.loss_cls: 0.4794, d4.loss_bbox: 0.3254, loss: 4.9782, grad_norm: 51.7406
2024-03-24 20:30:07,707 - my_logger - INFO - 2024-03-30 03:47:02,000 - mmdet - INFO - Epoch [54][2750/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3032, loss_bbox: 0.5615, d0.loss_cls: 0.4402, d0.loss_bbox: 0.3088 d1.loss_cls: 0.3471, d1.loss_bbox: 0.5335 d2.loss_cls: 0.3599, d2.loss_bbox: 0.4706 d3.loss_cls: 0.5358, d3.loss_bbox: 0.5004 d4.loss_cls: 0.5889, d4.loss_bbox: 0.5179, loss: 4.7326, grad_norm: 54.0635
2024-03-24 20:30:07,708 - my_logger - INFO - 2024-03-30 03:49:02,000 - mmdet - INFO - Epoch [54][2800/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5092, loss_bbox: 0.3981, d0.loss_cls: 0.3257, d0.loss_bbox: 0.3142 d1.loss_cls: 0.3248, d1.loss_bbox: 0.4746 d2.loss_cls: 0.3827, d2.loss_bbox: 0.3353 d3.loss_cls: 0.5610, d3.loss_bbox: 0.3792 d4.loss_cls: 0.5606, d4.loss_bbox: 0.5636, loss: 3.7903, grad_norm: 52.8491
2024-03-24 20:30:07,708 - my_logger - INFO - 2024-03-30 03:51:02,000 - mmdet - INFO - Epoch [54][2850/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5966, loss_bbox: 0.4206, d0.loss_cls: 0.3243, d0.loss_bbox: 0.5821 d1.loss_cls: 0.5918, d1.loss_bbox: 0.4695 d2.loss_cls: 0.4543, d2.loss_bbox: 0.4823 d3.loss_cls: 0.4915, d3.loss_bbox: 0.3923 d4.loss_cls: 0.3085, d4.loss_bbox: 0.3283, loss: 3.6796, grad_norm: 56.8117
2024-03-24 20:30:07,708 - my_logger - INFO - 2024-03-30 03:53:02,000 - mmdet - INFO - Epoch [54][2900/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4736, loss_bbox: 0.5400, d0.loss_cls: 0.5804, d0.loss_bbox: 0.3916 d1.loss_cls: 0.4450, d1.loss_bbox: 0.5300 d2.loss_cls: 0.5343, d2.loss_bbox: 0.3766 d3.loss_cls: 0.3191, d3.loss_bbox: 0.3087 d4.loss_cls: 0.5417, d4.loss_bbox: 0.4655, loss: 4.5356, grad_norm: 58.6238
2024-03-24 20:30:07,709 - my_logger - INFO - 2024-03-30 03:55:02,000 - mmdet - INFO - Epoch [54][2950/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3620, loss_bbox: 0.4598, d0.loss_cls: 0.4989, d0.loss_bbox: 0.4009 d1.loss_cls: 0.3698, d1.loss_bbox: 0.4664 d2.loss_cls: 0.3370, d2.loss_bbox: 0.3089 d3.loss_cls: 0.3521, d3.loss_bbox: 0.4987 d4.loss_cls: 0.4551, d4.loss_bbox: 0.3512, loss: 3.6148, grad_norm: 52.7099
2024-03-24 20:30:07,709 - my_logger - INFO - 2024-03-30 03:57:02,000 - mmdet - INFO - Epoch [54][3000/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4039, loss_bbox: 0.4961, d0.loss_cls: 0.3587, d0.loss_bbox: 0.5676 d1.loss_cls: 0.3749, d1.loss_bbox: 0.3108 d2.loss_cls: 0.4708, d2.loss_bbox: 0.4377 d3.loss_cls: 0.4990, d3.loss_bbox: 0.4007 d4.loss_cls: 0.5339, d4.loss_bbox: 0.3638, loss: 4.4776, grad_norm: 56.3296
2024-03-24 20:30:07,710 - my_logger - INFO - 2024-03-30 03:59:02,000 - mmdet - INFO - Epoch [54][3050/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3022, loss_bbox: 0.3225, d0.loss_cls: 0.5161, d0.loss_bbox: 0.5778 d1.loss_cls: 0.4751, d1.loss_bbox: 0.3640 d2.loss_cls: 0.3576, d2.loss_bbox: 0.5275 d3.loss_cls: 0.5357, d3.loss_bbox: 0.5906 d4.loss_cls: 0.5779, d4.loss_bbox: 0.4630, loss: 4.2297, grad_norm: 55.7448
2024-03-24 20:30:07,710 - my_logger - INFO - 2024-03-30 04:01:02,000 - mmdet - INFO - Epoch [54][3100/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.2771, loss_bbox: 0.3822, d0.loss_cls: 0.3990, d0.loss_bbox: 0.5699 d1.loss_cls: 0.3927, d1.loss_bbox: 0.4757 d2.loss_cls: 0.5239, d2.loss_bbox: 0.4952 d3.loss_cls: 0.4054, d3.loss_bbox: 0.4793 d4.loss_cls: 0.5479, d4.loss_bbox: 0.4215, loss: 3.5207, grad_norm: 50.2875
2024-03-24 20:30:07,711 - my_logger - INFO - 2024-03-30 04:03:02,000 - mmdet - INFO - Epoch [54][3150/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4538, loss_bbox: 0.5122, d0.loss_cls: 0.3887, d0.loss_bbox: 0.3224 d1.loss_cls: 0.5083, d1.loss_bbox: 0.3144 d2.loss_cls: 0.3600, d2.loss_bbox: 0.5207 d3.loss_cls: 0.3095, d3.loss_bbox: 0.5116 d4.loss_cls: 0.5260, d4.loss_bbox: 0.5866, loss: 4.1656, grad_norm: 55.8066
2024-03-24 20:30:07,711 - my_logger - INFO - 2024-03-30 04:05:02,000 - mmdet - INFO - Epoch [54][3200/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5191, loss_bbox: 0.4274, d0.loss_cls: 0.4379, d0.loss_bbox: 0.4329 d1.loss_cls: 0.3780, d1.loss_bbox: 0.4193 d2.loss_cls: 0.4230, d2.loss_bbox: 0.5052 d3.loss_cls: 0.3060, d3.loss_bbox: 0.5062 d4.loss_cls: 0.3715, d4.loss_bbox: 0.5745, loss: 3.6392, grad_norm: 58.0170
2024-03-24 20:30:07,712 - my_logger - INFO - 2024-03-30 04:07:02,000 - mmdet - INFO - Epoch [54][3250/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4568, loss_bbox: 0.5824, d0.loss_cls: 0.5606, d0.loss_bbox: 0.3629 d1.loss_cls: 0.3807, d1.loss_bbox: 0.5125 d2.loss_cls: 0.3576, d2.loss_bbox: 0.4731 d3.loss_cls: 0.3691, d3.loss_bbox: 0.3574 d4.loss_cls: 0.3673, d4.loss_bbox: 0.3662, loss: 4.2026, grad_norm: 54.8251
2024-03-24 20:30:07,712 - my_logger - INFO - 2024-03-30 04:09:02,000 - mmdet - INFO - Epoch [54][3300/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5750, loss_bbox: 0.3835, d0.loss_cls: 0.5767, d0.loss_bbox: 0.3583 d1.loss_cls: 0.5849, d1.loss_bbox: 0.4584 d2.loss_cls: 0.5002, d2.loss_bbox: 0.3334 d3.loss_cls: 0.3640, d3.loss_bbox: 0.4432 d4.loss_cls: 0.5067, d4.loss_bbox: 0.5664, loss: 4.2236, grad_norm: 56.8285
2024-03-24 20:30:07,713 - my_logger - INFO - 2024-03-30 04:11:02,000 - mmdet - INFO - Epoch [54][3350/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3285, loss_bbox: 0.4407, d0.loss_cls: 0.3316, d0.loss_bbox: 0.4318 d1.loss_cls: 0.5316, d1.loss_bbox: 0.3346 d2.loss_cls: 0.5257, d2.loss_bbox: 0.3967 d3.loss_cls: 0.5448, d3.loss_bbox: 0.3770 d4.loss_cls: 0.4756, d4.loss_bbox: 0.3647, loss: 3.9049, grad_norm: 52.5061
2024-03-24 20:30:07,713 - my_logger - INFO - 2024-03-30 04:13:02,000 - mmdet - INFO - Epoch [54][3400/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4463, loss_bbox: 0.5798, d0.loss_cls: 0.3871, d0.loss_bbox: 0.4860 d1.loss_cls: 0.4577, d1.loss_bbox: 0.5128 d2.loss_cls: 0.4336, d2.loss_bbox: 0.5739 d3.loss_cls: 0.4795, d3.loss_bbox: 0.4622 d4.loss_cls: 0.5654, d4.loss_bbox: 0.5181, loss: 3.6849, grad_norm: 54.0033
2024-03-24 20:30:07,713 - my_logger - INFO - 2024-03-30 04:15:02,000 - mmdet - INFO - Epoch [54][3450/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5274, loss_bbox: 0.5741, d0.loss_cls: 0.5431, d0.loss_bbox: 0.5043 d1.loss_cls: 0.4044, d1.loss_bbox: 0.5897 d2.loss_cls: 0.5640, d2.loss_bbox: 0.4591 d3.loss_cls: 0.5143, d3.loss_bbox: 0.4496 d4.loss_cls: 0.5159, d4.loss_bbox: 0.5264, loss: 3.6761, grad_norm: 55.2063
2024-03-24 20:30:07,714 - my_logger - INFO - 2024-03-30 04:17:02,000 - mmdet - INFO - Epoch [54][3500/3517][Batch size: 50]	lr: 3.698e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4435, loss_bbox: 0.3555, d0.loss_cls: 0.5037, d0.loss_bbox: 0.5912 d1.loss_cls: 0.4431, d1.loss_bbox: 0.5087 d2.loss_cls: 0.3300, d2.loss_bbox: 0.3406 d3.loss_cls: 0.4516, d3.loss_bbox: 0.4968 d4.loss_cls: 0.4992, d4.loss_bbox: 0.3503, loss: 4.3034, grad_norm: 57.7240
2024-03-24 20:30:07,714 - my_logger - INFO - 2024-03-30 04:19:02,000 - mmdet - INFO - Epoch [55][0/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4624, loss_bbox: 0.4782, d0.loss_cls: 0.5926, d0.loss_bbox: 0.5938 d1.loss_cls: 0.3161, d1.loss_bbox: 0.3820 d2.loss_cls: 0.3498, d2.loss_bbox: 0.3002 d3.loss_cls: 0.5420, d3.loss_bbox: 0.5549 d4.loss_cls: 0.5666, d4.loss_bbox: 0.3503, loss: 4.0024, grad_norm: 58.2381
2024-03-24 20:30:07,715 - my_logger - INFO - 2024-03-30 04:21:02,000 - mmdet - INFO - Epoch [55][50/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4942, loss_bbox: 0.5960, d0.loss_cls: 0.3902, d0.loss_bbox: 0.4227 d1.loss_cls: 0.3953, d1.loss_bbox: 0.5545 d2.loss_cls: 0.5261, d2.loss_bbox: 0.4248 d3.loss_cls: 0.5958, d3.loss_bbox: 0.5766 d4.loss_cls: 0.4101, d4.loss_bbox: 0.5316, loss: 4.3778, grad_norm: 59.9085
2024-03-24 20:30:07,715 - my_logger - INFO - 2024-03-30 04:23:02,000 - mmdet - INFO - Epoch [55][100/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5694, loss_bbox: 0.3933, d0.loss_cls: 0.5931, d0.loss_bbox: 0.5492 d1.loss_cls: 0.4299, d1.loss_bbox: 0.4595 d2.loss_cls: 0.5043, d2.loss_bbox: 0.4278 d3.loss_cls: 0.5338, d3.loss_bbox: 0.3855 d4.loss_cls: 0.3027, d4.loss_bbox: 0.5008, loss: 3.6016, grad_norm: 50.5748
2024-03-24 20:30:07,715 - my_logger - INFO - 2024-03-30 04:25:02,000 - mmdet - INFO - Epoch [55][150/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2621, loss_bbox: 0.4062, d0.loss_cls: 0.5325, d0.loss_bbox: 0.4587 d1.loss_cls: 0.3512, d1.loss_bbox: 0.4835 d2.loss_cls: 0.4768, d2.loss_bbox: 0.4303 d3.loss_cls: 0.5393, d3.loss_bbox: 0.3896 d4.loss_cls: 0.3711, d4.loss_bbox: 0.3124, loss: 4.7196, grad_norm: 55.8103
2024-03-24 20:30:07,716 - my_logger - INFO - 2024-03-30 04:27:02,000 - mmdet - INFO - Epoch [55][200/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5614, loss_bbox: 0.4132, d0.loss_cls: 0.4137, d0.loss_bbox: 0.3660 d1.loss_cls: 0.5682, d1.loss_bbox: 0.3857 d2.loss_cls: 0.3565, d2.loss_bbox: 0.5979 d3.loss_cls: 0.5045, d3.loss_bbox: 0.4814 d4.loss_cls: 0.3771, d4.loss_bbox: 0.3482, loss: 4.9562, grad_norm: 50.4380
2024-03-24 20:30:07,716 - my_logger - INFO - 2024-03-30 04:29:02,000 - mmdet - INFO - Epoch [55][250/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5099, loss_bbox: 0.5372, d0.loss_cls: 0.3470, d0.loss_bbox: 0.5012 d1.loss_cls: 0.4433, d1.loss_bbox: 0.3266 d2.loss_cls: 0.5837, d2.loss_bbox: 0.3644 d3.loss_cls: 0.5774, d3.loss_bbox: 0.5312 d4.loss_cls: 0.5243, d4.loss_bbox: 0.3075, loss: 3.6937, grad_norm: 59.7849
2024-03-24 20:30:07,717 - my_logger - INFO - 2024-03-30 04:31:02,000 - mmdet - INFO - Epoch [55][300/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3757, loss_bbox: 0.4666, d0.loss_cls: 0.3871, d0.loss_bbox: 0.3346 d1.loss_cls: 0.4601, d1.loss_bbox: 0.4725 d2.loss_cls: 0.5814, d2.loss_bbox: 0.4254 d3.loss_cls: 0.3860, d3.loss_bbox: 0.4986 d4.loss_cls: 0.4962, d4.loss_bbox: 0.5236, loss: 4.7455, grad_norm: 52.0845
2024-03-24 20:30:07,717 - my_logger - INFO - 2024-03-30 04:33:02,000 - mmdet - INFO - Epoch [55][350/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5392, loss_bbox: 0.4893, d0.loss_cls: 0.5318, d0.loss_bbox: 0.3363 d1.loss_cls: 0.3138, d1.loss_bbox: 0.4804 d2.loss_cls: 0.5171, d2.loss_bbox: 0.4765 d3.loss_cls: 0.3150, d3.loss_bbox: 0.5632 d4.loss_cls: 0.4593, d4.loss_bbox: 0.5613, loss: 4.7516, grad_norm: 54.3142
2024-03-24 20:30:07,718 - my_logger - INFO - 2024-03-30 04:35:02,000 - mmdet - INFO - Epoch [55][400/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4624, loss_bbox: 0.5411, d0.loss_cls: 0.4510, d0.loss_bbox: 0.5547 d1.loss_cls: 0.4848, d1.loss_bbox: 0.3490 d2.loss_cls: 0.3854, d2.loss_bbox: 0.3741 d3.loss_cls: 0.4492, d3.loss_bbox: 0.4978 d4.loss_cls: 0.3719, d4.loss_bbox: 0.5441, loss: 4.3161, grad_norm: 53.0016
2024-03-24 20:30:07,718 - my_logger - INFO - 2024-03-30 04:37:02,000 - mmdet - INFO - Epoch [55][450/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4975, loss_bbox: 0.3291, d0.loss_cls: 0.5747, d0.loss_bbox: 0.3540 d1.loss_cls: 0.5019, d1.loss_bbox: 0.3845 d2.loss_cls: 0.5960, d2.loss_bbox: 0.5863 d3.loss_cls: 0.5163, d3.loss_bbox: 0.3053 d4.loss_cls: 0.3436, d4.loss_bbox: 0.5503, loss: 4.6198, grad_norm: 50.8987
2024-03-24 20:30:07,718 - my_logger - INFO - 2024-03-30 04:39:02,000 - mmdet - INFO - Epoch [55][500/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5159, loss_bbox: 0.3842, d0.loss_cls: 0.3940, d0.loss_bbox: 0.3123 d1.loss_cls: 0.5250, d1.loss_bbox: 0.4829 d2.loss_cls: 0.4581, d2.loss_bbox: 0.3756 d3.loss_cls: 0.4257, d3.loss_bbox: 0.3409 d4.loss_cls: 0.5287, d4.loss_bbox: 0.3730, loss: 4.3838, grad_norm: 58.7882
2024-03-24 20:30:07,719 - my_logger - INFO - 2024-03-30 04:41:02,000 - mmdet - INFO - Epoch [55][550/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3169, loss_bbox: 0.5539, d0.loss_cls: 0.4703, d0.loss_bbox: 0.5776 d1.loss_cls: 0.4461, d1.loss_bbox: 0.4859 d2.loss_cls: 0.3145, d2.loss_bbox: 0.4905 d3.loss_cls: 0.3933, d3.loss_bbox: 0.5281 d4.loss_cls: 0.4162, d4.loss_bbox: 0.5693, loss: 4.9820, grad_norm: 56.3756
2024-03-24 20:30:07,719 - my_logger - INFO - 2024-03-30 04:43:02,000 - mmdet - INFO - Epoch [55][600/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.2847, loss_bbox: 0.5738, d0.loss_cls: 0.5489, d0.loss_bbox: 0.4440 d1.loss_cls: 0.4924, d1.loss_bbox: 0.4277 d2.loss_cls: 0.4227, d2.loss_bbox: 0.3517 d3.loss_cls: 0.4762, d3.loss_bbox: 0.4296 d4.loss_cls: 0.3563, d4.loss_bbox: 0.5786, loss: 4.0822, grad_norm: 50.0778
2024-03-24 20:30:07,720 - my_logger - INFO - 2024-03-30 04:45:02,000 - mmdet - INFO - Epoch [55][650/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4218, loss_bbox: 0.4523, d0.loss_cls: 0.4040, d0.loss_bbox: 0.5471 d1.loss_cls: 0.3300, d1.loss_bbox: 0.4970 d2.loss_cls: 0.5032, d2.loss_bbox: 0.4749 d3.loss_cls: 0.5451, d3.loss_bbox: 0.5543 d4.loss_cls: 0.3615, d4.loss_bbox: 0.5100, loss: 4.1666, grad_norm: 52.1247
2024-03-24 20:30:07,726 - my_logger - INFO - 2024-03-30 04:47:02,000 - mmdet - INFO - Epoch [55][700/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5302, loss_bbox: 0.4897, d0.loss_cls: 0.5799, d0.loss_bbox: 0.5005 d1.loss_cls: 0.5148, d1.loss_bbox: 0.3173 d2.loss_cls: 0.3029, d2.loss_bbox: 0.5010 d3.loss_cls: 0.3162, d3.loss_bbox: 0.5842 d4.loss_cls: 0.3675, d4.loss_bbox: 0.3607, loss: 4.5371, grad_norm: 52.6229
2024-03-24 20:30:07,726 - my_logger - INFO - 2024-03-30 04:49:02,000 - mmdet - INFO - Epoch [55][750/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4828, loss_bbox: 0.3993, d0.loss_cls: 0.4772, d0.loss_bbox: 0.4780 d1.loss_cls: 0.3965, d1.loss_bbox: 0.5182 d2.loss_cls: 0.5943, d2.loss_bbox: 0.4826 d3.loss_cls: 0.3314, d3.loss_bbox: 0.4235 d4.loss_cls: 0.4736, d4.loss_bbox: 0.4540, loss: 4.5719, grad_norm: 56.3441
2024-03-24 20:30:07,727 - my_logger - INFO - 2024-03-30 04:51:02,000 - mmdet - INFO - Epoch [55][800/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3736, loss_bbox: 0.5425, d0.loss_cls: 0.3095, d0.loss_bbox: 0.5395 d1.loss_cls: 0.4292, d1.loss_bbox: 0.4424 d2.loss_cls: 0.4436, d2.loss_bbox: 0.5885 d3.loss_cls: 0.4643, d3.loss_bbox: 0.4396 d4.loss_cls: 0.3859, d4.loss_bbox: 0.5996, loss: 4.4175, grad_norm: 56.5283
2024-03-24 20:30:07,727 - my_logger - INFO - 2024-03-30 04:53:02,000 - mmdet - INFO - Epoch [55][850/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5658, loss_bbox: 0.3392, d0.loss_cls: 0.5929, d0.loss_bbox: 0.5133 d1.loss_cls: 0.5151, d1.loss_bbox: 0.5010 d2.loss_cls: 0.3116, d2.loss_bbox: 0.5230 d3.loss_cls: 0.5658, d3.loss_bbox: 0.4115 d4.loss_cls: 0.4712, d4.loss_bbox: 0.3810, loss: 4.3653, grad_norm: 53.2472
2024-03-24 20:30:07,728 - my_logger - INFO - 2024-03-30 04:55:02,000 - mmdet - INFO - Epoch [55][900/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4975, loss_bbox: 0.4455, d0.loss_cls: 0.5356, d0.loss_bbox: 0.4994 d1.loss_cls: 0.4107, d1.loss_bbox: 0.5273 d2.loss_cls: 0.3269, d2.loss_bbox: 0.4374 d3.loss_cls: 0.5551, d3.loss_bbox: 0.4020 d4.loss_cls: 0.5382, d4.loss_bbox: 0.5856, loss: 4.9151, grad_norm: 54.1951
2024-03-24 20:30:07,728 - my_logger - INFO - 2024-03-30 04:57:02,000 - mmdet - INFO - Epoch [55][950/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5685, loss_bbox: 0.5599, d0.loss_cls: 0.5238, d0.loss_bbox: 0.5033 d1.loss_cls: 0.3916, d1.loss_bbox: 0.3297 d2.loss_cls: 0.5826, d2.loss_bbox: 0.3056 d3.loss_cls: 0.4192, d3.loss_bbox: 0.3318 d4.loss_cls: 0.4670, d4.loss_bbox: 0.5743, loss: 4.4399, grad_norm: 57.2179
2024-03-24 20:30:07,728 - my_logger - INFO - 2024-03-30 04:59:02,000 - mmdet - INFO - Epoch [55][1000/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4389, loss_bbox: 0.3324, d0.loss_cls: 0.3821, d0.loss_bbox: 0.3988 d1.loss_cls: 0.4059, d1.loss_bbox: 0.5842 d2.loss_cls: 0.3525, d2.loss_bbox: 0.5182 d3.loss_cls: 0.4632, d3.loss_bbox: 0.4515 d4.loss_cls: 0.5584, d4.loss_bbox: 0.3595, loss: 3.7321, grad_norm: 51.2973
2024-03-24 20:30:07,729 - my_logger - INFO - 2024-03-30 05:01:02,000 - mmdet - INFO - Epoch [55][1050/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3737, loss_bbox: 0.4396, d0.loss_cls: 0.3171, d0.loss_bbox: 0.5972 d1.loss_cls: 0.5989, d1.loss_bbox: 0.5410 d2.loss_cls: 0.3009, d2.loss_bbox: 0.3655 d3.loss_cls: 0.3691, d3.loss_bbox: 0.4795 d4.loss_cls: 0.5768, d4.loss_bbox: 0.5791, loss: 4.5897, grad_norm: 50.4322
2024-03-24 20:30:07,729 - my_logger - INFO - 2024-03-30 05:03:02,000 - mmdet - INFO - Epoch [55][1100/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4439, loss_bbox: 0.5655, d0.loss_cls: 0.5548, d0.loss_bbox: 0.5395 d1.loss_cls: 0.5497, d1.loss_bbox: 0.5546 d2.loss_cls: 0.5325, d2.loss_bbox: 0.5565 d3.loss_cls: 0.3937, d3.loss_bbox: 0.4462 d4.loss_cls: 0.5663, d4.loss_bbox: 0.3802, loss: 4.3148, grad_norm: 55.4285
2024-03-24 20:30:07,730 - my_logger - INFO - 2024-03-30 05:05:02,000 - mmdet - INFO - Epoch [55][1150/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3873, loss_bbox: 0.5681, d0.loss_cls: 0.4076, d0.loss_bbox: 0.5644 d1.loss_cls: 0.4478, d1.loss_bbox: 0.4112 d2.loss_cls: 0.4943, d2.loss_bbox: 0.5562 d3.loss_cls: 0.4311, d3.loss_bbox: 0.4358 d4.loss_cls: 0.5649, d4.loss_bbox: 0.4543, loss: 4.4269, grad_norm: 50.7030
2024-03-24 20:30:07,730 - my_logger - INFO - 2024-03-30 05:07:02,000 - mmdet - INFO - Epoch [55][1200/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5242, loss_bbox: 0.3598, d0.loss_cls: 0.5287, d0.loss_bbox: 0.3387 d1.loss_cls: 0.4911, d1.loss_bbox: 0.5156 d2.loss_cls: 0.5780, d2.loss_bbox: 0.5599 d3.loss_cls: 0.5991, d3.loss_bbox: 0.3562 d4.loss_cls: 0.3073, d4.loss_bbox: 0.5293, loss: 4.0263, grad_norm: 53.5595
2024-03-24 20:30:07,730 - my_logger - INFO - 2024-03-30 05:09:02,000 - mmdet - INFO - Epoch [55][1250/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5482, loss_bbox: 0.4566, d0.loss_cls: 0.5413, d0.loss_bbox: 0.5582 d1.loss_cls: 0.5262, d1.loss_bbox: 0.3525 d2.loss_cls: 0.5744, d2.loss_bbox: 0.4892 d3.loss_cls: 0.5682, d3.loss_bbox: 0.5426 d4.loss_cls: 0.4252, d4.loss_bbox: 0.3779, loss: 3.7065, grad_norm: 58.9054
2024-03-24 20:30:07,731 - my_logger - INFO - 2024-03-30 05:11:02,000 - mmdet - INFO - Epoch [55][1300/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4525, loss_bbox: 0.5014, d0.loss_cls: 0.4294, d0.loss_bbox: 0.5319 d1.loss_cls: 0.4159, d1.loss_bbox: 0.4199 d2.loss_cls: 0.3694, d2.loss_bbox: 0.4967 d3.loss_cls: 0.5219, d3.loss_bbox: 0.5976 d4.loss_cls: 0.4324, d4.loss_bbox: 0.3286, loss: 4.5416, grad_norm: 56.6763
2024-03-24 20:30:07,731 - my_logger - INFO - 2024-03-30 05:13:02,000 - mmdet - INFO - Epoch [55][1350/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4903, loss_bbox: 0.4982, d0.loss_cls: 0.4963, d0.loss_bbox: 0.4313 d1.loss_cls: 0.3130, d1.loss_bbox: 0.5192 d2.loss_cls: 0.3272, d2.loss_bbox: 0.3468 d3.loss_cls: 0.3100, d3.loss_bbox: 0.5321 d4.loss_cls: 0.5413, d4.loss_bbox: 0.4658, loss: 4.0901, grad_norm: 56.7640
2024-03-24 20:30:07,731 - my_logger - INFO - 2024-03-30 05:15:02,000 - mmdet - INFO - Epoch [55][1400/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5352, loss_bbox: 0.4397, d0.loss_cls: 0.4677, d0.loss_bbox: 0.4148 d1.loss_cls: 0.3126, d1.loss_bbox: 0.4781 d2.loss_cls: 0.5271, d2.loss_bbox: 0.4323 d3.loss_cls: 0.3477, d3.loss_bbox: 0.5221 d4.loss_cls: 0.3394, d4.loss_bbox: 0.5938, loss: 4.1135, grad_norm: 59.1670
2024-03-24 20:30:07,732 - my_logger - INFO - 2024-03-30 05:17:02,000 - mmdet - INFO - Epoch [55][1450/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3151, loss_bbox: 0.5948, d0.loss_cls: 0.3780, d0.loss_bbox: 0.4785 d1.loss_cls: 0.5151, d1.loss_bbox: 0.4932 d2.loss_cls: 0.5758, d2.loss_bbox: 0.4561 d3.loss_cls: 0.4858, d3.loss_bbox: 0.4182 d4.loss_cls: 0.5780, d4.loss_bbox: 0.3222, loss: 4.0962, grad_norm: 58.1268
2024-03-24 20:30:07,732 - my_logger - INFO - 2024-03-30 05:19:02,000 - mmdet - INFO - Epoch [55][1500/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5045, loss_bbox: 0.4367, d0.loss_cls: 0.5491, d0.loss_bbox: 0.5835 d1.loss_cls: 0.3480, d1.loss_bbox: 0.4750 d2.loss_cls: 0.3529, d2.loss_bbox: 0.4382 d3.loss_cls: 0.4276, d3.loss_bbox: 0.3569 d4.loss_cls: 0.4338, d4.loss_bbox: 0.5194, loss: 4.0562, grad_norm: 58.0763
2024-03-24 20:30:07,733 - my_logger - INFO - 2024-03-30 05:21:02,000 - mmdet - INFO - Epoch [55][1550/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2661, loss_bbox: 0.3641, d0.loss_cls: 0.4976, d0.loss_bbox: 0.3816 d1.loss_cls: 0.5812, d1.loss_bbox: 0.3111 d2.loss_cls: 0.4013, d2.loss_bbox: 0.4000 d3.loss_cls: 0.5542, d3.loss_bbox: 0.4849 d4.loss_cls: 0.4717, d4.loss_bbox: 0.5994, loss: 4.6860, grad_norm: 57.2447
2024-03-24 20:30:07,733 - my_logger - INFO - 2024-03-30 05:23:02,000 - mmdet - INFO - Epoch [55][1600/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4586, loss_bbox: 0.5134, d0.loss_cls: 0.4977, d0.loss_bbox: 0.5895 d1.loss_cls: 0.4284, d1.loss_bbox: 0.5297 d2.loss_cls: 0.5018, d2.loss_bbox: 0.5038 d3.loss_cls: 0.3833, d3.loss_bbox: 0.5264 d4.loss_cls: 0.5138, d4.loss_bbox: 0.3927, loss: 3.5482, grad_norm: 56.3433
2024-03-24 20:30:07,733 - my_logger - INFO - 2024-03-30 05:25:02,000 - mmdet - INFO - Epoch [55][1650/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2966, loss_bbox: 0.3331, d0.loss_cls: 0.4300, d0.loss_bbox: 0.3716 d1.loss_cls: 0.4200, d1.loss_bbox: 0.4527 d2.loss_cls: 0.3758, d2.loss_bbox: 0.3228 d3.loss_cls: 0.4471, d3.loss_bbox: 0.4648 d4.loss_cls: 0.3948, d4.loss_bbox: 0.3692, loss: 3.9011, grad_norm: 57.3244
2024-03-24 20:30:07,734 - my_logger - INFO - 2024-03-30 05:27:02,000 - mmdet - INFO - Epoch [55][1700/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4846, loss_bbox: 0.4264, d0.loss_cls: 0.5134, d0.loss_bbox: 0.3776 d1.loss_cls: 0.5385, d1.loss_bbox: 0.4439 d2.loss_cls: 0.4410, d2.loss_bbox: 0.3723 d3.loss_cls: 0.4809, d3.loss_bbox: 0.3368 d4.loss_cls: 0.3615, d4.loss_bbox: 0.3555, loss: 3.6767, grad_norm: 52.3552
2024-03-24 20:30:07,734 - my_logger - INFO - 2024-03-30 05:29:02,000 - mmdet - INFO - Epoch [55][1750/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2574, loss_bbox: 0.3099, d0.loss_cls: 0.3890, d0.loss_bbox: 0.3158 d1.loss_cls: 0.3453, d1.loss_bbox: 0.3333 d2.loss_cls: 0.4937, d2.loss_bbox: 0.3047 d3.loss_cls: 0.3177, d3.loss_bbox: 0.4795 d4.loss_cls: 0.5895, d4.loss_bbox: 0.5565, loss: 4.3634, grad_norm: 56.0633
2024-03-24 20:30:07,734 - my_logger - INFO - 2024-03-30 05:31:02,000 - mmdet - INFO - Epoch [55][1800/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3547, loss_bbox: 0.5855, d0.loss_cls: 0.5797, d0.loss_bbox: 0.5729 d1.loss_cls: 0.5519, d1.loss_bbox: 0.3742 d2.loss_cls: 0.4398, d2.loss_bbox: 0.4423 d3.loss_cls: 0.5278, d3.loss_bbox: 0.3575 d4.loss_cls: 0.5167, d4.loss_bbox: 0.3872, loss: 4.4602, grad_norm: 56.9507
2024-03-24 20:30:07,735 - my_logger - INFO - 2024-03-30 05:33:02,000 - mmdet - INFO - Epoch [55][1850/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4753, loss_bbox: 0.4623, d0.loss_cls: 0.3474, d0.loss_bbox: 0.3546 d1.loss_cls: 0.5821, d1.loss_bbox: 0.3881 d2.loss_cls: 0.5005, d2.loss_bbox: 0.3938 d3.loss_cls: 0.4310, d3.loss_bbox: 0.5181 d4.loss_cls: 0.4686, d4.loss_bbox: 0.4263, loss: 4.9225, grad_norm: 51.5623
2024-03-24 20:30:07,735 - my_logger - INFO - 2024-03-30 05:35:02,000 - mmdet - INFO - Epoch [55][1900/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.3454, loss_bbox: 0.3715, d0.loss_cls: 0.4854, d0.loss_bbox: 0.4605 d1.loss_cls: 0.5108, d1.loss_bbox: 0.3705 d2.loss_cls: 0.5417, d2.loss_bbox: 0.3143 d3.loss_cls: 0.3159, d3.loss_bbox: 0.5980 d4.loss_cls: 0.4184, d4.loss_bbox: 0.3049, loss: 4.4696, grad_norm: 53.3064
2024-03-24 20:30:07,736 - my_logger - INFO - 2024-03-30 05:37:02,000 - mmdet - INFO - Epoch [55][1950/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2541, loss_bbox: 0.4688, d0.loss_cls: 0.4964, d0.loss_bbox: 0.4594 d1.loss_cls: 0.4873, d1.loss_bbox: 0.4380 d2.loss_cls: 0.3175, d2.loss_bbox: 0.5167 d3.loss_cls: 0.4107, d3.loss_bbox: 0.4427 d4.loss_cls: 0.4349, d4.loss_bbox: 0.5634, loss: 4.4105, grad_norm: 53.0146
2024-03-24 20:30:07,745 - my_logger - INFO - 2024-03-30 05:39:02,000 - mmdet - INFO - Epoch [55][2000/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5283, loss_bbox: 0.5279, d0.loss_cls: 0.3345, d0.loss_bbox: 0.3282 d1.loss_cls: 0.5543, d1.loss_bbox: 0.5262 d2.loss_cls: 0.3667, d2.loss_bbox: 0.4364 d3.loss_cls: 0.3885, d3.loss_bbox: 0.3182 d4.loss_cls: 0.5857, d4.loss_bbox: 0.3398, loss: 4.6158, grad_norm: 59.7961
2024-03-24 20:30:07,747 - my_logger - INFO - 2024-03-30 05:41:02,000 - mmdet - INFO - Epoch [55][2050/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4080, loss_bbox: 0.4258, d0.loss_cls: 0.4015, d0.loss_bbox: 0.4555 d1.loss_cls: 0.3711, d1.loss_bbox: 0.4211 d2.loss_cls: 0.5552, d2.loss_bbox: 0.5362 d3.loss_cls: 0.4758, d3.loss_bbox: 0.5236 d4.loss_cls: 0.5382, d4.loss_bbox: 0.4218, loss: 4.9767, grad_norm: 53.2096
2024-03-24 20:30:07,747 - my_logger - INFO - 2024-03-30 05:43:02,000 - mmdet - INFO - Epoch [55][2100/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5581, loss_bbox: 0.4234, d0.loss_cls: 0.5533, d0.loss_bbox: 0.4246 d1.loss_cls: 0.5788, d1.loss_bbox: 0.3195 d2.loss_cls: 0.4916, d2.loss_bbox: 0.3847 d3.loss_cls: 0.5712, d3.loss_bbox: 0.4007 d4.loss_cls: 0.5974, d4.loss_bbox: 0.4441, loss: 4.7544, grad_norm: 56.5349
2024-03-24 20:30:07,748 - my_logger - INFO - 2024-03-30 05:45:02,000 - mmdet - INFO - Epoch [55][2150/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4209, loss_bbox: 0.4466, d0.loss_cls: 0.3159, d0.loss_bbox: 0.3956 d1.loss_cls: 0.3793, d1.loss_bbox: 0.5185 d2.loss_cls: 0.4784, d2.loss_bbox: 0.3940 d3.loss_cls: 0.4461, d3.loss_bbox: 0.3346 d4.loss_cls: 0.4720, d4.loss_bbox: 0.4556, loss: 4.8667, grad_norm: 59.2464
2024-03-24 20:30:07,748 - my_logger - INFO - 2024-03-30 05:47:02,000 - mmdet - INFO - Epoch [55][2200/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3783, loss_bbox: 0.4184, d0.loss_cls: 0.3307, d0.loss_bbox: 0.3003 d1.loss_cls: 0.3655, d1.loss_bbox: 0.5735 d2.loss_cls: 0.3792, d2.loss_bbox: 0.3523 d3.loss_cls: 0.3074, d3.loss_bbox: 0.5297 d4.loss_cls: 0.5751, d4.loss_bbox: 0.5673, loss: 4.4043, grad_norm: 51.0867
2024-03-24 20:30:07,749 - my_logger - INFO - 2024-03-30 05:49:02,000 - mmdet - INFO - Epoch [55][2250/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5469, loss_bbox: 0.3927, d0.loss_cls: 0.3310, d0.loss_bbox: 0.4594 d1.loss_cls: 0.4855, d1.loss_bbox: 0.4504 d2.loss_cls: 0.5800, d2.loss_bbox: 0.3325 d3.loss_cls: 0.5390, d3.loss_bbox: 0.4000 d4.loss_cls: 0.5382, d4.loss_bbox: 0.4955, loss: 4.7070, grad_norm: 57.4169
2024-03-24 20:30:07,749 - my_logger - INFO - 2024-03-30 05:51:02,000 - mmdet - INFO - Epoch [55][2300/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3611, loss_bbox: 0.5542, d0.loss_cls: 0.4043, d0.loss_bbox: 0.4358 d1.loss_cls: 0.4114, d1.loss_bbox: 0.4644 d2.loss_cls: 0.3978, d2.loss_bbox: 0.3603 d3.loss_cls: 0.4666, d3.loss_bbox: 0.5851 d4.loss_cls: 0.4840, d4.loss_bbox: 0.3082, loss: 4.7520, grad_norm: 59.3062
2024-03-24 20:30:07,749 - my_logger - INFO - 2024-03-30 05:53:02,000 - mmdet - INFO - Epoch [55][2350/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5274, loss_bbox: 0.3652, d0.loss_cls: 0.5850, d0.loss_bbox: 0.3668 d1.loss_cls: 0.5205, d1.loss_bbox: 0.3630 d2.loss_cls: 0.5582, d2.loss_bbox: 0.4625 d3.loss_cls: 0.4204, d3.loss_bbox: 0.4222 d4.loss_cls: 0.4109, d4.loss_bbox: 0.3650, loss: 4.6526, grad_norm: 53.8882
2024-03-24 20:30:07,750 - my_logger - INFO - 2024-03-30 05:55:02,000 - mmdet - INFO - Epoch [55][2400/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4536, loss_bbox: 0.5756, d0.loss_cls: 0.5477, d0.loss_bbox: 0.5632 d1.loss_cls: 0.5890, d1.loss_bbox: 0.4306 d2.loss_cls: 0.4234, d2.loss_bbox: 0.3112 d3.loss_cls: 0.5960, d3.loss_bbox: 0.4410 d4.loss_cls: 0.5342, d4.loss_bbox: 0.4691, loss: 4.1562, grad_norm: 51.5864
2024-03-24 20:30:07,750 - my_logger - INFO - 2024-03-30 05:57:02,000 - mmdet - INFO - Epoch [55][2450/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4275, loss_bbox: 0.4442, d0.loss_cls: 0.5660, d0.loss_bbox: 0.5699 d1.loss_cls: 0.4368, d1.loss_bbox: 0.5984 d2.loss_cls: 0.5128, d2.loss_bbox: 0.3494 d3.loss_cls: 0.5374, d3.loss_bbox: 0.3199 d4.loss_cls: 0.4905, d4.loss_bbox: 0.5378, loss: 3.8951, grad_norm: 55.5818
2024-03-24 20:30:07,751 - my_logger - INFO - 2024-03-30 05:59:02,000 - mmdet - INFO - Epoch [55][2500/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5173, loss_bbox: 0.4542, d0.loss_cls: 0.3372, d0.loss_bbox: 0.5934 d1.loss_cls: 0.4740, d1.loss_bbox: 0.5058 d2.loss_cls: 0.4914, d2.loss_bbox: 0.4826 d3.loss_cls: 0.4886, d3.loss_bbox: 0.3110 d4.loss_cls: 0.4988, d4.loss_bbox: 0.4339, loss: 3.7442, grad_norm: 53.8225
2024-03-24 20:30:07,751 - my_logger - INFO - 2024-03-30 06:01:02,000 - mmdet - INFO - Epoch [55][2550/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5101, loss_bbox: 0.3814, d0.loss_cls: 0.5599, d0.loss_bbox: 0.5708 d1.loss_cls: 0.3259, d1.loss_bbox: 0.5455 d2.loss_cls: 0.3356, d2.loss_bbox: 0.5189 d3.loss_cls: 0.5626, d3.loss_bbox: 0.5151 d4.loss_cls: 0.5735, d4.loss_bbox: 0.3326, loss: 4.2915, grad_norm: 56.4384
2024-03-24 20:30:07,751 - my_logger - INFO - 2024-03-30 06:03:02,000 - mmdet - INFO - Epoch [55][2600/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2895, loss_bbox: 0.4808, d0.loss_cls: 0.3525, d0.loss_bbox: 0.4600 d1.loss_cls: 0.5957, d1.loss_bbox: 0.4259 d2.loss_cls: 0.4535, d2.loss_bbox: 0.5635 d3.loss_cls: 0.4871, d3.loss_bbox: 0.4059 d4.loss_cls: 0.5104, d4.loss_bbox: 0.3640, loss: 4.5261, grad_norm: 53.2299
2024-03-24 20:30:07,752 - my_logger - INFO - 2024-03-30 06:05:02,000 - mmdet - INFO - Epoch [55][2650/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4541, loss_bbox: 0.3743, d0.loss_cls: 0.4357, d0.loss_bbox: 0.3816 d1.loss_cls: 0.5514, d1.loss_bbox: 0.3086 d2.loss_cls: 0.5910, d2.loss_bbox: 0.3141 d3.loss_cls: 0.4192, d3.loss_bbox: 0.3510 d4.loss_cls: 0.5161, d4.loss_bbox: 0.5748, loss: 4.3552, grad_norm: 51.4773
2024-03-24 20:30:07,752 - my_logger - INFO - 2024-03-30 06:07:02,000 - mmdet - INFO - Epoch [55][2700/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2510, loss_bbox: 0.3313, d0.loss_cls: 0.4452, d0.loss_bbox: 0.5478 d1.loss_cls: 0.4953, d1.loss_bbox: 0.4137 d2.loss_cls: 0.4716, d2.loss_bbox: 0.4766 d3.loss_cls: 0.3877, d3.loss_bbox: 0.3033 d4.loss_cls: 0.5940, d4.loss_bbox: 0.4173, loss: 4.0865, grad_norm: 51.1812
2024-03-24 20:30:07,753 - my_logger - INFO - 2024-03-30 06:09:02,000 - mmdet - INFO - Epoch [55][2750/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3831, loss_bbox: 0.4863, d0.loss_cls: 0.4847, d0.loss_bbox: 0.5733 d1.loss_cls: 0.5707, d1.loss_bbox: 0.4695 d2.loss_cls: 0.4922, d2.loss_bbox: 0.5742 d3.loss_cls: 0.5053, d3.loss_bbox: 0.5321 d4.loss_cls: 0.5974, d4.loss_bbox: 0.4626, loss: 4.8018, grad_norm: 59.8782
2024-03-24 20:30:07,753 - my_logger - INFO - 2024-03-30 06:11:02,000 - mmdet - INFO - Epoch [55][2800/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3100, loss_bbox: 0.5911, d0.loss_cls: 0.5183, d0.loss_bbox: 0.3380 d1.loss_cls: 0.4548, d1.loss_bbox: 0.4651 d2.loss_cls: 0.5431, d2.loss_bbox: 0.3555 d3.loss_cls: 0.4996, d3.loss_bbox: 0.4229 d4.loss_cls: 0.3566, d4.loss_bbox: 0.4229, loss: 3.7995, grad_norm: 53.3065
2024-03-24 20:30:07,754 - my_logger - INFO - 2024-03-30 06:13:02,000 - mmdet - INFO - Epoch [55][2850/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3327, loss_bbox: 0.3730, d0.loss_cls: 0.4989, d0.loss_bbox: 0.3829 d1.loss_cls: 0.4266, d1.loss_bbox: 0.5175 d2.loss_cls: 0.3253, d2.loss_bbox: 0.3040 d3.loss_cls: 0.3622, d3.loss_bbox: 0.4404 d4.loss_cls: 0.5502, d4.loss_bbox: 0.3570, loss: 4.3377, grad_norm: 59.4128
2024-03-24 20:30:07,754 - my_logger - INFO - 2024-03-30 06:15:02,000 - mmdet - INFO - Epoch [55][2900/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5714, loss_bbox: 0.5959, d0.loss_cls: 0.3317, d0.loss_bbox: 0.4900 d1.loss_cls: 0.5432, d1.loss_bbox: 0.5876 d2.loss_cls: 0.4144, d2.loss_bbox: 0.5340 d3.loss_cls: 0.4532, d3.loss_bbox: 0.4001 d4.loss_cls: 0.5893, d4.loss_bbox: 0.4453, loss: 4.6958, grad_norm: 52.5426
2024-03-24 20:30:07,754 - my_logger - INFO - 2024-03-30 06:17:02,000 - mmdet - INFO - Epoch [55][2950/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4292, loss_bbox: 0.4899, d0.loss_cls: 0.4905, d0.loss_bbox: 0.5867 d1.loss_cls: 0.4428, d1.loss_bbox: 0.4910 d2.loss_cls: 0.4992, d2.loss_bbox: 0.4043 d3.loss_cls: 0.4926, d3.loss_bbox: 0.3921 d4.loss_cls: 0.5151, d4.loss_bbox: 0.5829, loss: 4.7917, grad_norm: 59.1759
2024-03-24 20:30:07,755 - my_logger - INFO - 2024-03-30 06:19:02,000 - mmdet - INFO - Epoch [55][3000/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3076, loss_bbox: 0.5772, d0.loss_cls: 0.3690, d0.loss_bbox: 0.5579 d1.loss_cls: 0.4980, d1.loss_bbox: 0.3477 d2.loss_cls: 0.4955, d2.loss_bbox: 0.3231 d3.loss_cls: 0.5854, d3.loss_bbox: 0.4639 d4.loss_cls: 0.3870, d4.loss_bbox: 0.3021, loss: 4.0748, grad_norm: 51.5016
2024-03-24 20:30:07,755 - my_logger - INFO - 2024-03-30 06:21:02,000 - mmdet - INFO - Epoch [55][3050/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3870, loss_bbox: 0.4769, d0.loss_cls: 0.3995, d0.loss_bbox: 0.4482 d1.loss_cls: 0.3332, d1.loss_bbox: 0.4173 d2.loss_cls: 0.3943, d2.loss_bbox: 0.5058 d3.loss_cls: 0.4605, d3.loss_bbox: 0.4863 d4.loss_cls: 0.3541, d4.loss_bbox: 0.4966, loss: 4.1965, grad_norm: 53.3288
2024-03-24 20:30:07,755 - my_logger - INFO - 2024-03-30 06:23:02,000 - mmdet - INFO - Epoch [55][3100/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3170, loss_bbox: 0.3443, d0.loss_cls: 0.3812, d0.loss_bbox: 0.5020 d1.loss_cls: 0.4628, d1.loss_bbox: 0.3267 d2.loss_cls: 0.4422, d2.loss_bbox: 0.3330 d3.loss_cls: 0.3567, d3.loss_bbox: 0.5573 d4.loss_cls: 0.5226, d4.loss_bbox: 0.3037, loss: 4.7847, grad_norm: 52.7960
2024-03-24 20:30:07,756 - my_logger - INFO - 2024-03-30 06:25:02,000 - mmdet - INFO - Epoch [55][3150/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5200, loss_bbox: 0.5752, d0.loss_cls: 0.5580, d0.loss_bbox: 0.5300 d1.loss_cls: 0.4575, d1.loss_bbox: 0.5246 d2.loss_cls: 0.4447, d2.loss_bbox: 0.5547 d3.loss_cls: 0.4389, d3.loss_bbox: 0.3225 d4.loss_cls: 0.3177, d4.loss_bbox: 0.4098, loss: 4.5405, grad_norm: 52.2708
2024-03-24 20:30:07,756 - my_logger - INFO - 2024-03-30 06:27:02,000 - mmdet - INFO - Epoch [55][3200/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5235, loss_bbox: 0.5132, d0.loss_cls: 0.5184, d0.loss_bbox: 0.5334 d1.loss_cls: 0.5930, d1.loss_bbox: 0.4126 d2.loss_cls: 0.4619, d2.loss_bbox: 0.5154 d3.loss_cls: 0.3955, d3.loss_bbox: 0.3584 d4.loss_cls: 0.5864, d4.loss_bbox: 0.5126, loss: 3.9264, grad_norm: 57.3748
2024-03-24 20:30:07,757 - my_logger - INFO - 2024-03-30 06:29:02,000 - mmdet - INFO - Epoch [55][3250/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5780, loss_bbox: 0.4549, d0.loss_cls: 0.5707, d0.loss_bbox: 0.5725 d1.loss_cls: 0.3657, d1.loss_bbox: 0.3896 d2.loss_cls: 0.5829, d2.loss_bbox: 0.4451 d3.loss_cls: 0.3325, d3.loss_bbox: 0.5558 d4.loss_cls: 0.5993, d4.loss_bbox: 0.5606, loss: 4.4688, grad_norm: 59.4513
2024-03-24 20:30:07,757 - my_logger - INFO - 2024-03-30 06:31:02,000 - mmdet - INFO - Epoch [55][3300/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4324, loss_bbox: 0.3371, d0.loss_cls: 0.5755, d0.loss_bbox: 0.5666 d1.loss_cls: 0.3740, d1.loss_bbox: 0.5297 d2.loss_cls: 0.3802, d2.loss_bbox: 0.4574 d3.loss_cls: 0.3049, d3.loss_bbox: 0.3811 d4.loss_cls: 0.3187, d4.loss_bbox: 0.4747, loss: 4.6231, grad_norm: 54.9484
2024-03-24 20:30:07,757 - my_logger - INFO - 2024-03-30 06:33:02,000 - mmdet - INFO - Epoch [55][3350/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4112, loss_bbox: 0.5275, d0.loss_cls: 0.5193, d0.loss_bbox: 0.4285 d1.loss_cls: 0.5564, d1.loss_bbox: 0.4213 d2.loss_cls: 0.4129, d2.loss_bbox: 0.4226 d3.loss_cls: 0.4255, d3.loss_bbox: 0.5670 d4.loss_cls: 0.3518, d4.loss_bbox: 0.5646, loss: 4.1035, grad_norm: 50.9657
2024-03-24 20:30:07,758 - my_logger - INFO - 2024-03-30 06:35:02,000 - mmdet - INFO - Epoch [55][3400/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4013, loss_bbox: 0.5598, d0.loss_cls: 0.4967, d0.loss_bbox: 0.4636 d1.loss_cls: 0.3040, d1.loss_bbox: 0.5377 d2.loss_cls: 0.3399, d2.loss_bbox: 0.5349 d3.loss_cls: 0.4803, d3.loss_bbox: 0.3012 d4.loss_cls: 0.4992, d4.loss_bbox: 0.4056, loss: 4.4353, grad_norm: 56.2328
2024-03-24 20:30:07,758 - my_logger - INFO - 2024-03-30 06:37:02,000 - mmdet - INFO - Epoch [55][3450/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3408, loss_bbox: 0.5542, d0.loss_cls: 0.4565, d0.loss_bbox: 0.4464 d1.loss_cls: 0.5360, d1.loss_bbox: 0.3437 d2.loss_cls: 0.3193, d2.loss_bbox: 0.5333 d3.loss_cls: 0.4818, d3.loss_bbox: 0.5998 d4.loss_cls: 0.4861, d4.loss_bbox: 0.5537, loss: 3.5267, grad_norm: 58.7759
2024-03-24 20:30:07,759 - my_logger - INFO - 2024-03-30 06:39:02,000 - mmdet - INFO - Epoch [55][3500/3517][Batch size: 50]	lr: 3.513e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4894, loss_bbox: 0.5963, d0.loss_cls: 0.4416, d0.loss_bbox: 0.3059 d1.loss_cls: 0.4551, d1.loss_bbox: 0.5967 d2.loss_cls: 0.3931, d2.loss_bbox: 0.4289 d3.loss_cls: 0.4916, d3.loss_bbox: 0.5527 d4.loss_cls: 0.3310, d4.loss_bbox: 0.3250, loss: 3.6293, grad_norm: 58.7218
2024-03-24 20:30:07,759 - my_logger - INFO - Saving checkpoint at 55 epochs
2024-03-24 20:30:07,759 - my_logger - INFO - Metric NDS: 53.9311
2024-03-24 20:30:07,759 - my_logger - INFO - Metric mAP: 44.8706
2024-03-24 20:30:07,759 - my_logger - INFO - Metric mATE: 0.6924
2024-03-24 20:30:07,760 - my_logger - INFO - Metric mASE: 0.2955
2024-03-24 20:30:07,760 - my_logger - INFO - Metric mAOE: 0.5791
2024-03-24 20:30:07,760 - my_logger - INFO - Metric mAVE: 0.2963
2024-03-24 20:30:07,760 - my_logger - INFO - Metric mAAE: 0.2876
2024-03-24 20:30:07,760 - my_logger - INFO - 2024-03-30 06:41:02,000 - mmdet - INFO - Epoch [56][0/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5058, loss_bbox: 0.3194, d0.loss_cls: 0.5859, d0.loss_bbox: 0.3748 d1.loss_cls: 0.3459, d1.loss_bbox: 0.3272 d2.loss_cls: 0.4053, d2.loss_bbox: 0.3762 d3.loss_cls: 0.4519, d3.loss_bbox: 0.3406 d4.loss_cls: 0.5529, d4.loss_bbox: 0.4729, loss: 3.6517, grad_norm: 58.5895
2024-03-24 20:30:07,761 - my_logger - INFO - 2024-03-30 06:43:02,000 - mmdet - INFO - Epoch [56][50/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3478, loss_bbox: 0.5430, d0.loss_cls: 0.5901, d0.loss_bbox: 0.4963 d1.loss_cls: 0.4067, d1.loss_bbox: 0.4374 d2.loss_cls: 0.3106, d2.loss_bbox: 0.3684 d3.loss_cls: 0.5304, d3.loss_bbox: 0.4351 d4.loss_cls: 0.4520, d4.loss_bbox: 0.5893, loss: 3.7999, grad_norm: 52.0523
2024-03-24 20:30:07,761 - my_logger - INFO - 2024-03-30 06:45:02,000 - mmdet - INFO - Epoch [56][100/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3710, loss_bbox: 0.5695, d0.loss_cls: 0.5580, d0.loss_bbox: 0.4318 d1.loss_cls: 0.5116, d1.loss_bbox: 0.4168 d2.loss_cls: 0.4177, d2.loss_bbox: 0.3884 d3.loss_cls: 0.4618, d3.loss_bbox: 0.5203 d4.loss_cls: 0.5020, d4.loss_bbox: 0.5719, loss: 4.3660, grad_norm: 54.8089
2024-03-24 20:30:07,762 - my_logger - INFO - 2024-03-30 06:47:02,000 - mmdet - INFO - Epoch [56][150/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4420, loss_bbox: 0.3529, d0.loss_cls: 0.5111, d0.loss_bbox: 0.5191 d1.loss_cls: 0.4867, d1.loss_bbox: 0.3925 d2.loss_cls: 0.3538, d2.loss_bbox: 0.4323 d3.loss_cls: 0.5519, d3.loss_bbox: 0.5614 d4.loss_cls: 0.5139, d4.loss_bbox: 0.5865, loss: 4.9031, grad_norm: 53.4294
2024-03-24 20:30:07,762 - my_logger - INFO - 2024-03-30 06:49:02,000 - mmdet - INFO - Epoch [56][200/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3486, loss_bbox: 0.4730, d0.loss_cls: 0.5458, d0.loss_bbox: 0.4454 d1.loss_cls: 0.5582, d1.loss_bbox: 0.5334 d2.loss_cls: 0.5295, d2.loss_bbox: 0.3192 d3.loss_cls: 0.5179, d3.loss_bbox: 0.3691 d4.loss_cls: 0.5880, d4.loss_bbox: 0.5739, loss: 4.7658, grad_norm: 55.2906
2024-03-24 20:30:07,762 - my_logger - INFO - 2024-03-30 06:51:02,000 - mmdet - INFO - Epoch [56][250/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4765, loss_bbox: 0.5274, d0.loss_cls: 0.4537, d0.loss_bbox: 0.3121 d1.loss_cls: 0.5872, d1.loss_bbox: 0.3468 d2.loss_cls: 0.5631, d2.loss_bbox: 0.4773 d3.loss_cls: 0.4474, d3.loss_bbox: 0.5873 d4.loss_cls: 0.4902, d4.loss_bbox: 0.3304, loss: 3.7099, grad_norm: 52.6222
2024-03-24 20:30:07,763 - my_logger - INFO - 2024-03-30 06:53:02,000 - mmdet - INFO - Epoch [56][300/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5022, loss_bbox: 0.3588, d0.loss_cls: 0.3414, d0.loss_bbox: 0.4346 d1.loss_cls: 0.5518, d1.loss_bbox: 0.3929 d2.loss_cls: 0.3995, d2.loss_bbox: 0.4627 d3.loss_cls: 0.3654, d3.loss_bbox: 0.4960 d4.loss_cls: 0.4119, d4.loss_bbox: 0.4310, loss: 4.6961, grad_norm: 57.2864
2024-03-24 20:30:07,763 - my_logger - INFO - 2024-03-30 06:55:02,000 - mmdet - INFO - Epoch [56][350/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4851, loss_bbox: 0.4119, d0.loss_cls: 0.5840, d0.loss_bbox: 0.5336 d1.loss_cls: 0.5247, d1.loss_bbox: 0.3307 d2.loss_cls: 0.5972, d2.loss_bbox: 0.5820 d3.loss_cls: 0.4241, d3.loss_bbox: 0.4858 d4.loss_cls: 0.5939, d4.loss_bbox: 0.3264, loss: 4.4701, grad_norm: 52.7674
2024-03-24 20:30:07,764 - my_logger - INFO - 2024-03-30 06:57:02,000 - mmdet - INFO - Epoch [56][400/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3869, loss_bbox: 0.3357, d0.loss_cls: 0.5753, d0.loss_bbox: 0.3061 d1.loss_cls: 0.5764, d1.loss_bbox: 0.5329 d2.loss_cls: 0.3048, d2.loss_bbox: 0.3961 d3.loss_cls: 0.3586, d3.loss_bbox: 0.3448 d4.loss_cls: 0.3877, d4.loss_bbox: 0.4145, loss: 3.7389, grad_norm: 55.4086
2024-03-24 20:30:07,764 - my_logger - INFO - 2024-03-30 06:59:02,000 - mmdet - INFO - Epoch [56][450/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5418, loss_bbox: 0.3075, d0.loss_cls: 0.5404, d0.loss_bbox: 0.4437 d1.loss_cls: 0.3094, d1.loss_bbox: 0.3073 d2.loss_cls: 0.4154, d2.loss_bbox: 0.4186 d3.loss_cls: 0.3775, d3.loss_bbox: 0.3546 d4.loss_cls: 0.4284, d4.loss_bbox: 0.3078, loss: 4.9169, grad_norm: 54.0283
2024-03-24 20:30:07,764 - my_logger - INFO - 2024-03-30 07:01:02,000 - mmdet - INFO - Epoch [56][500/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4218, loss_bbox: 0.3349, d0.loss_cls: 0.5457, d0.loss_bbox: 0.4461 d1.loss_cls: 0.5157, d1.loss_bbox: 0.5001 d2.loss_cls: 0.5177, d2.loss_bbox: 0.5557 d3.loss_cls: 0.3555, d3.loss_bbox: 0.4609 d4.loss_cls: 0.5039, d4.loss_bbox: 0.3509, loss: 4.9373, grad_norm: 50.1039
2024-03-24 20:30:07,765 - my_logger - INFO - 2024-03-30 07:03:02,000 - mmdet - INFO - Epoch [56][550/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2932, loss_bbox: 0.4114, d0.loss_cls: 0.3758, d0.loss_bbox: 0.4711 d1.loss_cls: 0.4061, d1.loss_bbox: 0.3430 d2.loss_cls: 0.4084, d2.loss_bbox: 0.4612 d3.loss_cls: 0.5526, d3.loss_bbox: 0.5737 d4.loss_cls: 0.3813, d4.loss_bbox: 0.4492, loss: 4.0557, grad_norm: 52.4037
2024-03-24 20:30:07,765 - my_logger - INFO - 2024-03-30 07:05:02,000 - mmdet - INFO - Epoch [56][600/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3401, loss_bbox: 0.3451, d0.loss_cls: 0.3383, d0.loss_bbox: 0.3198 d1.loss_cls: 0.4883, d1.loss_bbox: 0.4971 d2.loss_cls: 0.3744, d2.loss_bbox: 0.3691 d3.loss_cls: 0.3497, d3.loss_bbox: 0.4249 d4.loss_cls: 0.4469, d4.loss_bbox: 0.3482, loss: 4.2533, grad_norm: 51.8354
2024-03-24 20:30:07,766 - my_logger - INFO - 2024-03-30 07:07:02,000 - mmdet - INFO - Epoch [56][650/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4775, loss_bbox: 0.4742, d0.loss_cls: 0.4878, d0.loss_bbox: 0.5057 d1.loss_cls: 0.4638, d1.loss_bbox: 0.3106 d2.loss_cls: 0.4025, d2.loss_bbox: 0.3602 d3.loss_cls: 0.3310, d3.loss_bbox: 0.5696 d4.loss_cls: 0.3756, d4.loss_bbox: 0.4421, loss: 4.8890, grad_norm: 53.3348
2024-03-24 20:30:07,766 - my_logger - INFO - 2024-03-30 07:09:02,000 - mmdet - INFO - Epoch [56][700/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5653, loss_bbox: 0.3006, d0.loss_cls: 0.5913, d0.loss_bbox: 0.3273 d1.loss_cls: 0.4205, d1.loss_bbox: 0.3466 d2.loss_cls: 0.3646, d2.loss_bbox: 0.4068 d3.loss_cls: 0.3051, d3.loss_bbox: 0.4335 d4.loss_cls: 0.3840, d4.loss_bbox: 0.5869, loss: 4.2625, grad_norm: 55.4232
2024-03-24 20:30:07,766 - my_logger - INFO - 2024-03-30 07:11:02,000 - mmdet - INFO - Epoch [56][750/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4667, loss_bbox: 0.3106, d0.loss_cls: 0.3549, d0.loss_bbox: 0.3609 d1.loss_cls: 0.5754, d1.loss_bbox: 0.4521 d2.loss_cls: 0.4026, d2.loss_bbox: 0.5234 d3.loss_cls: 0.5672, d3.loss_bbox: 0.4755 d4.loss_cls: 0.4850, d4.loss_bbox: 0.3487, loss: 3.9519, grad_norm: 58.9377
2024-03-24 20:30:07,767 - my_logger - INFO - 2024-03-30 07:13:02,000 - mmdet - INFO - Epoch [56][800/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5407, loss_bbox: 0.5266, d0.loss_cls: 0.5454, d0.loss_bbox: 0.5417 d1.loss_cls: 0.3472, d1.loss_bbox: 0.5299 d2.loss_cls: 0.5012, d2.loss_bbox: 0.5362 d3.loss_cls: 0.4571, d3.loss_bbox: 0.3260 d4.loss_cls: 0.4119, d4.loss_bbox: 0.4472, loss: 4.5990, grad_norm: 59.9484
2024-03-24 20:30:07,773 - my_logger - INFO - 2024-03-30 07:15:02,000 - mmdet - INFO - Epoch [56][850/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4907, loss_bbox: 0.3425, d0.loss_cls: 0.5408, d0.loss_bbox: 0.4193 d1.loss_cls: 0.4848, d1.loss_bbox: 0.3081 d2.loss_cls: 0.3967, d2.loss_bbox: 0.4505 d3.loss_cls: 0.3200, d3.loss_bbox: 0.5088 d4.loss_cls: 0.3399, d4.loss_bbox: 0.3544, loss: 4.1486, grad_norm: 59.1166
2024-03-24 20:30:07,773 - my_logger - INFO - 2024-03-30 07:17:02,000 - mmdet - INFO - Epoch [56][900/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4712, loss_bbox: 0.5115, d0.loss_cls: 0.4328, d0.loss_bbox: 0.4628 d1.loss_cls: 0.5752, d1.loss_bbox: 0.4066 d2.loss_cls: 0.4146, d2.loss_bbox: 0.3043 d3.loss_cls: 0.4011, d3.loss_bbox: 0.3736 d4.loss_cls: 0.5578, d4.loss_bbox: 0.4712, loss: 4.6933, grad_norm: 57.4591
2024-03-24 20:30:07,774 - my_logger - INFO - 2024-03-30 07:19:02,000 - mmdet - INFO - Epoch [56][950/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3822, loss_bbox: 0.4588, d0.loss_cls: 0.3984, d0.loss_bbox: 0.4525 d1.loss_cls: 0.4759, d1.loss_bbox: 0.4412 d2.loss_cls: 0.5801, d2.loss_bbox: 0.4853 d3.loss_cls: 0.3816, d3.loss_bbox: 0.4655 d4.loss_cls: 0.3593, d4.loss_bbox: 0.5253, loss: 4.0795, grad_norm: 56.6148
2024-03-24 20:30:07,774 - my_logger - INFO - 2024-03-30 07:21:02,000 - mmdet - INFO - Epoch [56][1000/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5849, loss_bbox: 0.5928, d0.loss_cls: 0.3043, d0.loss_bbox: 0.5779 d1.loss_cls: 0.5822, d1.loss_bbox: 0.5120 d2.loss_cls: 0.4464, d2.loss_bbox: 0.5339 d3.loss_cls: 0.4822, d3.loss_bbox: 0.5402 d4.loss_cls: 0.5599, d4.loss_bbox: 0.4181, loss: 3.9576, grad_norm: 51.8695
2024-03-24 20:30:07,774 - my_logger - INFO - 2024-03-30 07:23:02,000 - mmdet - INFO - Epoch [56][1050/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3161, loss_bbox: 0.3571, d0.loss_cls: 0.3627, d0.loss_bbox: 0.5514 d1.loss_cls: 0.4439, d1.loss_bbox: 0.3352 d2.loss_cls: 0.3440, d2.loss_bbox: 0.3067 d3.loss_cls: 0.5196, d3.loss_bbox: 0.5198 d4.loss_cls: 0.4740, d4.loss_bbox: 0.3644, loss: 4.5999, grad_norm: 51.2424
2024-03-24 20:30:07,775 - my_logger - INFO - 2024-03-30 07:25:02,000 - mmdet - INFO - Epoch [56][1100/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4820, loss_bbox: 0.4517, d0.loss_cls: 0.4615, d0.loss_bbox: 0.3951 d1.loss_cls: 0.5420, d1.loss_bbox: 0.4051 d2.loss_cls: 0.4241, d2.loss_bbox: 0.3789 d3.loss_cls: 0.4143, d3.loss_bbox: 0.4444 d4.loss_cls: 0.5590, d4.loss_bbox: 0.3728, loss: 4.0463, grad_norm: 52.4765
2024-03-24 20:30:07,775 - my_logger - INFO - 2024-03-30 07:27:02,000 - mmdet - INFO - Epoch [56][1150/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4251, loss_bbox: 0.3430, d0.loss_cls: 0.5551, d0.loss_bbox: 0.5166 d1.loss_cls: 0.3042, d1.loss_bbox: 0.5132 d2.loss_cls: 0.4776, d2.loss_bbox: 0.4546 d3.loss_cls: 0.5882, d3.loss_bbox: 0.5234 d4.loss_cls: 0.4966, d4.loss_bbox: 0.3697, loss: 4.0435, grad_norm: 50.1850
2024-03-24 20:30:07,776 - my_logger - INFO - 2024-03-30 07:29:02,000 - mmdet - INFO - Epoch [56][1200/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4821, loss_bbox: 0.4702, d0.loss_cls: 0.3217, d0.loss_bbox: 0.5555 d1.loss_cls: 0.4964, d1.loss_bbox: 0.4167 d2.loss_cls: 0.3110, d2.loss_bbox: 0.4894 d3.loss_cls: 0.5205, d3.loss_bbox: 0.4603 d4.loss_cls: 0.5386, d4.loss_bbox: 0.4159, loss: 3.7668, grad_norm: 58.7016
2024-03-24 20:30:07,776 - my_logger - INFO - 2024-03-30 07:31:02,000 - mmdet - INFO - Epoch [56][1250/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3062, loss_bbox: 0.4943, d0.loss_cls: 0.5235, d0.loss_bbox: 0.4721 d1.loss_cls: 0.5156, d1.loss_bbox: 0.5261 d2.loss_cls: 0.4148, d2.loss_bbox: 0.5252 d3.loss_cls: 0.5152, d3.loss_bbox: 0.4907 d4.loss_cls: 0.3865, d4.loss_bbox: 0.5689, loss: 4.8689, grad_norm: 57.7879
2024-03-24 20:30:07,776 - my_logger - INFO - 2024-03-30 07:33:02,000 - mmdet - INFO - Epoch [56][1300/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3689, loss_bbox: 0.3543, d0.loss_cls: 0.3583, d0.loss_bbox: 0.4582 d1.loss_cls: 0.4070, d1.loss_bbox: 0.4147 d2.loss_cls: 0.4297, d2.loss_bbox: 0.4665 d3.loss_cls: 0.5378, d3.loss_bbox: 0.4606 d4.loss_cls: 0.4152, d4.loss_bbox: 0.3860, loss: 4.2443, grad_norm: 57.3474
2024-03-24 20:30:07,777 - my_logger - INFO - 2024-03-30 07:35:02,000 - mmdet - INFO - Epoch [56][1350/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3947, loss_bbox: 0.3963, d0.loss_cls: 0.5245, d0.loss_bbox: 0.3653 d1.loss_cls: 0.3533, d1.loss_bbox: 0.4294 d2.loss_cls: 0.3254, d2.loss_bbox: 0.4407 d3.loss_cls: 0.4977, d3.loss_bbox: 0.3511 d4.loss_cls: 0.5239, d4.loss_bbox: 0.5573, loss: 3.5415, grad_norm: 54.6573
2024-03-24 20:30:07,777 - my_logger - INFO - 2024-03-30 07:37:02,000 - mmdet - INFO - Epoch [56][1400/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3859, loss_bbox: 0.5969, d0.loss_cls: 0.3378, d0.loss_bbox: 0.3623 d1.loss_cls: 0.5547, d1.loss_bbox: 0.3766 d2.loss_cls: 0.5221, d2.loss_bbox: 0.5281 d3.loss_cls: 0.4780, d3.loss_bbox: 0.4258 d4.loss_cls: 0.4417, d4.loss_bbox: 0.4213, loss: 3.7805, grad_norm: 55.2625
2024-03-24 20:30:07,778 - my_logger - INFO - 2024-03-30 07:39:02,000 - mmdet - INFO - Epoch [56][1450/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3776, loss_bbox: 0.4443, d0.loss_cls: 0.5746, d0.loss_bbox: 0.3906 d1.loss_cls: 0.3120, d1.loss_bbox: 0.5786 d2.loss_cls: 0.3162, d2.loss_bbox: 0.5606 d3.loss_cls: 0.5700, d3.loss_bbox: 0.4299 d4.loss_cls: 0.3913, d4.loss_bbox: 0.4802, loss: 4.2170, grad_norm: 58.8039
2024-03-24 20:30:07,778 - my_logger - INFO - 2024-03-30 07:41:02,000 - mmdet - INFO - Epoch [56][1500/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5799, loss_bbox: 0.5185, d0.loss_cls: 0.4565, d0.loss_bbox: 0.5026 d1.loss_cls: 0.4687, d1.loss_bbox: 0.5322 d2.loss_cls: 0.3373, d2.loss_bbox: 0.3499 d3.loss_cls: 0.4505, d3.loss_bbox: 0.4314 d4.loss_cls: 0.3782, d4.loss_bbox: 0.5427, loss: 3.6788, grad_norm: 51.7665
2024-03-24 20:30:07,779 - my_logger - INFO - 2024-03-30 07:43:02,000 - mmdet - INFO - Epoch [56][1550/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5519, loss_bbox: 0.4343, d0.loss_cls: 0.4044, d0.loss_bbox: 0.4279 d1.loss_cls: 0.5593, d1.loss_bbox: 0.5468 d2.loss_cls: 0.5431, d2.loss_bbox: 0.3186 d3.loss_cls: 0.3923, d3.loss_bbox: 0.3250 d4.loss_cls: 0.4961, d4.loss_bbox: 0.3309, loss: 3.9005, grad_norm: 52.2284
2024-03-24 20:30:07,779 - my_logger - INFO - 2024-03-30 07:45:02,000 - mmdet - INFO - Epoch [56][1600/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4260, loss_bbox: 0.5784, d0.loss_cls: 0.3782, d0.loss_bbox: 0.4098 d1.loss_cls: 0.4760, d1.loss_bbox: 0.3813 d2.loss_cls: 0.4648, d2.loss_bbox: 0.5590 d3.loss_cls: 0.5772, d3.loss_bbox: 0.4592 d4.loss_cls: 0.3336, d4.loss_bbox: 0.3232, loss: 4.3350, grad_norm: 53.5744
2024-03-24 20:30:07,780 - my_logger - INFO - 2024-03-30 07:47:02,000 - mmdet - INFO - Epoch [56][1650/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4012, loss_bbox: 0.5711, d0.loss_cls: 0.5536, d0.loss_bbox: 0.5503 d1.loss_cls: 0.3486, d1.loss_bbox: 0.3355 d2.loss_cls: 0.5382, d2.loss_bbox: 0.4264 d3.loss_cls: 0.3130, d3.loss_bbox: 0.3231 d4.loss_cls: 0.3535, d4.loss_bbox: 0.5137, loss: 4.4383, grad_norm: 55.6152
2024-03-24 20:30:07,780 - my_logger - INFO - 2024-03-30 07:49:02,000 - mmdet - INFO - Epoch [56][1700/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3108, loss_bbox: 0.5819, d0.loss_cls: 0.5555, d0.loss_bbox: 0.5279 d1.loss_cls: 0.5841, d1.loss_bbox: 0.5384 d2.loss_cls: 0.4448, d2.loss_bbox: 0.3702 d3.loss_cls: 0.5384, d3.loss_bbox: 0.5054 d4.loss_cls: 0.5616, d4.loss_bbox: 0.4474, loss: 4.0598, grad_norm: 52.4527
2024-03-24 20:30:07,780 - my_logger - INFO - 2024-03-30 07:51:02,000 - mmdet - INFO - Epoch [56][1750/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4606, loss_bbox: 0.4887, d0.loss_cls: 0.3447, d0.loss_bbox: 0.5664 d1.loss_cls: 0.4239, d1.loss_bbox: 0.5200 d2.loss_cls: 0.3101, d2.loss_bbox: 0.3737 d3.loss_cls: 0.4818, d3.loss_bbox: 0.4796 d4.loss_cls: 0.5489, d4.loss_bbox: 0.4795, loss: 4.1112, grad_norm: 54.9292
2024-03-24 20:30:07,781 - my_logger - INFO - 2024-03-30 07:53:02,000 - mmdet - INFO - Epoch [56][1800/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4497, loss_bbox: 0.4711, d0.loss_cls: 0.4200, d0.loss_bbox: 0.5547 d1.loss_cls: 0.4442, d1.loss_bbox: 0.3739 d2.loss_cls: 0.4487, d2.loss_bbox: 0.4279 d3.loss_cls: 0.4395, d3.loss_bbox: 0.3672 d4.loss_cls: 0.4251, d4.loss_bbox: 0.5025, loss: 4.7724, grad_norm: 57.2080
2024-03-24 20:30:07,781 - my_logger - INFO - 2024-03-30 07:55:02,000 - mmdet - INFO - Epoch [56][1850/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5804, loss_bbox: 0.5763, d0.loss_cls: 0.5358, d0.loss_bbox: 0.3333 d1.loss_cls: 0.5812, d1.loss_bbox: 0.3746 d2.loss_cls: 0.3592, d2.loss_bbox: 0.3026 d3.loss_cls: 0.4569, d3.loss_bbox: 0.4738 d4.loss_cls: 0.5083, d4.loss_bbox: 0.5660, loss: 4.6226, grad_norm: 53.1396
2024-03-24 20:30:07,782 - my_logger - INFO - 2024-03-30 07:57:02,000 - mmdet - INFO - Epoch [56][1900/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4031, loss_bbox: 0.3053, d0.loss_cls: 0.5638, d0.loss_bbox: 0.5482 d1.loss_cls: 0.5550, d1.loss_bbox: 0.5581 d2.loss_cls: 0.3641, d2.loss_bbox: 0.5697 d3.loss_cls: 0.3002, d3.loss_bbox: 0.5550 d4.loss_cls: 0.5005, d4.loss_bbox: 0.3975, loss: 4.5312, grad_norm: 53.3416
2024-03-24 20:30:07,782 - my_logger - INFO - 2024-03-30 07:59:02,000 - mmdet - INFO - Epoch [56][1950/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4042, loss_bbox: 0.4491, d0.loss_cls: 0.3171, d0.loss_bbox: 0.5449 d1.loss_cls: 0.5426, d1.loss_bbox: 0.3272 d2.loss_cls: 0.4051, d2.loss_bbox: 0.3098 d3.loss_cls: 0.4391, d3.loss_bbox: 0.3656 d4.loss_cls: 0.3110, d4.loss_bbox: 0.3531, loss: 4.4634, grad_norm: 54.4802
2024-03-24 20:30:07,782 - my_logger - INFO - 2024-03-30 08:01:02,000 - mmdet - INFO - Epoch [56][2000/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4245, loss_bbox: 0.5492, d0.loss_cls: 0.5205, d0.loss_bbox: 0.5525 d1.loss_cls: 0.3520, d1.loss_bbox: 0.5979 d2.loss_cls: 0.5418, d2.loss_bbox: 0.5802 d3.loss_cls: 0.4831, d3.loss_bbox: 0.3459 d4.loss_cls: 0.3398, d4.loss_bbox: 0.3199, loss: 3.7938, grad_norm: 58.5503
2024-03-24 20:30:07,783 - my_logger - INFO - 2024-03-30 08:03:02,000 - mmdet - INFO - Epoch [56][2050/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5309, loss_bbox: 0.5182, d0.loss_cls: 0.4274, d0.loss_bbox: 0.4649 d1.loss_cls: 0.5809, d1.loss_bbox: 0.3730 d2.loss_cls: 0.3434, d2.loss_bbox: 0.4360 d3.loss_cls: 0.3095, d3.loss_bbox: 0.4984 d4.loss_cls: 0.5846, d4.loss_bbox: 0.4696, loss: 4.1122, grad_norm: 50.5485
2024-03-24 20:30:07,791 - my_logger - INFO - 2024-03-30 08:05:02,000 - mmdet - INFO - Epoch [56][2100/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4064, loss_bbox: 0.3744, d0.loss_cls: 0.4227, d0.loss_bbox: 0.3100 d1.loss_cls: 0.4315, d1.loss_bbox: 0.5081 d2.loss_cls: 0.3799, d2.loss_bbox: 0.4933 d3.loss_cls: 0.5707, d3.loss_bbox: 0.5242 d4.loss_cls: 0.5840, d4.loss_bbox: 0.5171, loss: 3.6385, grad_norm: 58.4213
2024-03-24 20:30:07,792 - my_logger - INFO - 2024-03-30 08:07:02,000 - mmdet - INFO - Epoch [56][2150/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4938, loss_bbox: 0.4070, d0.loss_cls: 0.5433, d0.loss_bbox: 0.4848 d1.loss_cls: 0.3099, d1.loss_bbox: 0.5628 d2.loss_cls: 0.3465, d2.loss_bbox: 0.5428 d3.loss_cls: 0.4595, d3.loss_bbox: 0.4107 d4.loss_cls: 0.3510, d4.loss_bbox: 0.4367, loss: 4.5487, grad_norm: 51.9258
2024-03-24 20:30:07,792 - my_logger - INFO - 2024-03-30 08:09:02,000 - mmdet - INFO - Epoch [56][2200/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3411, loss_bbox: 0.5191, d0.loss_cls: 0.5180, d0.loss_bbox: 0.3143 d1.loss_cls: 0.5994, d1.loss_bbox: 0.5384 d2.loss_cls: 0.5206, d2.loss_bbox: 0.5599 d3.loss_cls: 0.4187, d3.loss_bbox: 0.5764 d4.loss_cls: 0.3838, d4.loss_bbox: 0.4709, loss: 4.2523, grad_norm: 53.8764
2024-03-24 20:30:07,793 - my_logger - INFO - 2024-03-30 08:11:02,000 - mmdet - INFO - Epoch [56][2250/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5536, loss_bbox: 0.5970, d0.loss_cls: 0.3163, d0.loss_bbox: 0.4585 d1.loss_cls: 0.4826, d1.loss_bbox: 0.4966 d2.loss_cls: 0.4470, d2.loss_bbox: 0.5745 d3.loss_cls: 0.5762, d3.loss_bbox: 0.5982 d4.loss_cls: 0.5488, d4.loss_bbox: 0.5145, loss: 4.0756, grad_norm: 51.0879
2024-03-24 20:30:07,793 - my_logger - INFO - 2024-03-30 08:13:02,000 - mmdet - INFO - Epoch [56][2300/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2855, loss_bbox: 0.5145, d0.loss_cls: 0.5963, d0.loss_bbox: 0.3826 d1.loss_cls: 0.3065, d1.loss_bbox: 0.5215 d2.loss_cls: 0.4359, d2.loss_bbox: 0.4140 d3.loss_cls: 0.4468, d3.loss_bbox: 0.4095 d4.loss_cls: 0.3398, d4.loss_bbox: 0.3989, loss: 4.0227, grad_norm: 54.3200
2024-03-24 20:30:07,794 - my_logger - INFO - 2024-03-30 08:15:02,000 - mmdet - INFO - Epoch [56][2350/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4471, loss_bbox: 0.5040, d0.loss_cls: 0.4047, d0.loss_bbox: 0.3169 d1.loss_cls: 0.5449, d1.loss_bbox: 0.5830 d2.loss_cls: 0.3781, d2.loss_bbox: 0.3433 d3.loss_cls: 0.5744, d3.loss_bbox: 0.5843 d4.loss_cls: 0.4380, d4.loss_bbox: 0.3972, loss: 4.3371, grad_norm: 59.6419
2024-03-24 20:30:07,794 - my_logger - INFO - 2024-03-30 08:17:02,000 - mmdet - INFO - Epoch [56][2400/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3024, loss_bbox: 0.5378, d0.loss_cls: 0.5816, d0.loss_bbox: 0.4253 d1.loss_cls: 0.5993, d1.loss_bbox: 0.3430 d2.loss_cls: 0.4177, d2.loss_bbox: 0.4130 d3.loss_cls: 0.3430, d3.loss_bbox: 0.5613 d4.loss_cls: 0.5964, d4.loss_bbox: 0.5673, loss: 3.7638, grad_norm: 59.4274
2024-03-24 20:30:07,795 - my_logger - INFO - 2024-03-30 08:19:02,000 - mmdet - INFO - Epoch [56][2450/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3235, loss_bbox: 0.4778, d0.loss_cls: 0.3359, d0.loss_bbox: 0.5134 d1.loss_cls: 0.5643, d1.loss_bbox: 0.5194 d2.loss_cls: 0.4318, d2.loss_bbox: 0.5272 d3.loss_cls: 0.5665, d3.loss_bbox: 0.5668 d4.loss_cls: 0.5845, d4.loss_bbox: 0.4384, loss: 4.4267, grad_norm: 54.8731
2024-03-24 20:30:07,795 - my_logger - INFO - 2024-03-30 08:21:02,000 - mmdet - INFO - Epoch [56][2500/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2739, loss_bbox: 0.5547, d0.loss_cls: 0.4255, d0.loss_bbox: 0.4479 d1.loss_cls: 0.3838, d1.loss_bbox: 0.4390 d2.loss_cls: 0.5043, d2.loss_bbox: 0.5031 d3.loss_cls: 0.3946, d3.loss_bbox: 0.4497 d4.loss_cls: 0.5903, d4.loss_bbox: 0.4578, loss: 4.5874, grad_norm: 55.6558
2024-03-24 20:30:07,796 - my_logger - INFO - 2024-03-30 08:23:02,000 - mmdet - INFO - Epoch [56][2550/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3564, loss_bbox: 0.4091, d0.loss_cls: 0.3935, d0.loss_bbox: 0.3672 d1.loss_cls: 0.3269, d1.loss_bbox: 0.4381 d2.loss_cls: 0.3291, d2.loss_bbox: 0.3087 d3.loss_cls: 0.3459, d3.loss_bbox: 0.4961 d4.loss_cls: 0.5501, d4.loss_bbox: 0.4200, loss: 4.6440, grad_norm: 50.4735
2024-03-24 20:30:07,796 - my_logger - INFO - 2024-03-30 08:25:02,000 - mmdet - INFO - Epoch [56][2600/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4638, loss_bbox: 0.4667, d0.loss_cls: 0.5990, d0.loss_bbox: 0.4905 d1.loss_cls: 0.4244, d1.loss_bbox: 0.4697 d2.loss_cls: 0.4794, d2.loss_bbox: 0.5517 d3.loss_cls: 0.4730, d3.loss_bbox: 0.4725 d4.loss_cls: 0.3910, d4.loss_bbox: 0.5430, loss: 4.8523, grad_norm: 51.2846
2024-03-24 20:30:07,796 - my_logger - INFO - 2024-03-30 08:27:02,000 - mmdet - INFO - Epoch [56][2650/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3732, loss_bbox: 0.4679, d0.loss_cls: 0.4201, d0.loss_bbox: 0.4827 d1.loss_cls: 0.5405, d1.loss_bbox: 0.5164 d2.loss_cls: 0.5897, d2.loss_bbox: 0.5623 d3.loss_cls: 0.5791, d3.loss_bbox: 0.5342 d4.loss_cls: 0.4112, d4.loss_bbox: 0.4711, loss: 4.3675, grad_norm: 56.7461
2024-03-24 20:30:07,797 - my_logger - INFO - 2024-03-30 08:29:02,000 - mmdet - INFO - Epoch [56][2700/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4399, loss_bbox: 0.4094, d0.loss_cls: 0.3961, d0.loss_bbox: 0.3719 d1.loss_cls: 0.4959, d1.loss_bbox: 0.5338 d2.loss_cls: 0.5464, d2.loss_bbox: 0.5488 d3.loss_cls: 0.5097, d3.loss_bbox: 0.3631 d4.loss_cls: 0.3758, d4.loss_bbox: 0.4147, loss: 4.9524, grad_norm: 56.2209
2024-03-24 20:30:07,797 - my_logger - INFO - 2024-03-30 08:31:02,000 - mmdet - INFO - Epoch [56][2750/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3391, loss_bbox: 0.5398, d0.loss_cls: 0.5162, d0.loss_bbox: 0.4269 d1.loss_cls: 0.4909, d1.loss_bbox: 0.5780 d2.loss_cls: 0.3861, d2.loss_bbox: 0.4203 d3.loss_cls: 0.4552, d3.loss_bbox: 0.3244 d4.loss_cls: 0.5602, d4.loss_bbox: 0.4700, loss: 3.5683, grad_norm: 53.0693
2024-03-24 20:30:07,798 - my_logger - INFO - 2024-03-30 08:33:02,000 - mmdet - INFO - Epoch [56][2800/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4025, loss_bbox: 0.5430, d0.loss_cls: 0.3554, d0.loss_bbox: 0.3810 d1.loss_cls: 0.4959, d1.loss_bbox: 0.3938 d2.loss_cls: 0.3483, d2.loss_bbox: 0.5035 d3.loss_cls: 0.5669, d3.loss_bbox: 0.4965 d4.loss_cls: 0.3152, d4.loss_bbox: 0.3390, loss: 4.1503, grad_norm: 54.2572
2024-03-24 20:30:07,798 - my_logger - INFO - 2024-03-30 08:35:02,000 - mmdet - INFO - Epoch [56][2850/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5961, loss_bbox: 0.5101, d0.loss_cls: 0.5720, d0.loss_bbox: 0.4121 d1.loss_cls: 0.3133, d1.loss_bbox: 0.4173 d2.loss_cls: 0.4422, d2.loss_bbox: 0.5634 d3.loss_cls: 0.3978, d3.loss_bbox: 0.4359 d4.loss_cls: 0.3309, d4.loss_bbox: 0.4039, loss: 4.2251, grad_norm: 57.0150
2024-03-24 20:30:07,798 - my_logger - INFO - 2024-03-30 08:37:02,000 - mmdet - INFO - Epoch [56][2900/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4366, loss_bbox: 0.5429, d0.loss_cls: 0.5944, d0.loss_bbox: 0.3572 d1.loss_cls: 0.5287, d1.loss_bbox: 0.5875 d2.loss_cls: 0.4675, d2.loss_bbox: 0.3758 d3.loss_cls: 0.3224, d3.loss_bbox: 0.5005 d4.loss_cls: 0.3531, d4.loss_bbox: 0.4763, loss: 3.6680, grad_norm: 58.8563
2024-03-24 20:30:07,799 - my_logger - INFO - 2024-03-30 08:39:02,000 - mmdet - INFO - Epoch [56][2950/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4807, loss_bbox: 0.4757, d0.loss_cls: 0.5281, d0.loss_bbox: 0.4834 d1.loss_cls: 0.5421, d1.loss_bbox: 0.4218 d2.loss_cls: 0.3500, d2.loss_bbox: 0.5818 d3.loss_cls: 0.3656, d3.loss_bbox: 0.4922 d4.loss_cls: 0.5284, d4.loss_bbox: 0.5880, loss: 4.8318, grad_norm: 56.0312
2024-03-24 20:30:07,799 - my_logger - INFO - 2024-03-30 08:41:02,000 - mmdet - INFO - Epoch [56][3000/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4036, loss_bbox: 0.5658, d0.loss_cls: 0.5658, d0.loss_bbox: 0.5153 d1.loss_cls: 0.4249, d1.loss_bbox: 0.4471 d2.loss_cls: 0.4108, d2.loss_bbox: 0.3581 d3.loss_cls: 0.4596, d3.loss_bbox: 0.3146 d4.loss_cls: 0.5813, d4.loss_bbox: 0.3595, loss: 3.9349, grad_norm: 50.1308
2024-03-24 20:30:07,800 - my_logger - INFO - 2024-03-30 08:43:02,000 - mmdet - INFO - Epoch [56][3050/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4073, loss_bbox: 0.4473, d0.loss_cls: 0.5472, d0.loss_bbox: 0.3581 d1.loss_cls: 0.4283, d1.loss_bbox: 0.5788 d2.loss_cls: 0.4105, d2.loss_bbox: 0.3503 d3.loss_cls: 0.4206, d3.loss_bbox: 0.5366 d4.loss_cls: 0.3987, d4.loss_bbox: 0.5886, loss: 4.3623, grad_norm: 54.4009
2024-03-24 20:30:07,800 - my_logger - INFO - 2024-03-30 08:45:02,000 - mmdet - INFO - Epoch [56][3100/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4607, loss_bbox: 0.3992, d0.loss_cls: 0.3393, d0.loss_bbox: 0.4949 d1.loss_cls: 0.4142, d1.loss_bbox: 0.5379 d2.loss_cls: 0.3759, d2.loss_bbox: 0.3873 d3.loss_cls: 0.5813, d3.loss_bbox: 0.3284 d4.loss_cls: 0.3388, d4.loss_bbox: 0.3941, loss: 4.4391, grad_norm: 58.2982
2024-03-24 20:30:07,800 - my_logger - INFO - 2024-03-30 08:47:02,000 - mmdet - INFO - Epoch [56][3150/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5210, loss_bbox: 0.5954, d0.loss_cls: 0.4739, d0.loss_bbox: 0.4728 d1.loss_cls: 0.3351, d1.loss_bbox: 0.3234 d2.loss_cls: 0.3831, d2.loss_bbox: 0.5632 d3.loss_cls: 0.4020, d3.loss_bbox: 0.5572 d4.loss_cls: 0.5020, d4.loss_bbox: 0.4944, loss: 4.8499, grad_norm: 53.2752
2024-03-24 20:30:07,801 - my_logger - INFO - 2024-03-30 08:49:02,000 - mmdet - INFO - Epoch [56][3200/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2543, loss_bbox: 0.3065, d0.loss_cls: 0.4010, d0.loss_bbox: 0.5785 d1.loss_cls: 0.3738, d1.loss_bbox: 0.3359 d2.loss_cls: 0.4629, d2.loss_bbox: 0.5589 d3.loss_cls: 0.3611, d3.loss_bbox: 0.3174 d4.loss_cls: 0.5299, d4.loss_bbox: 0.5919, loss: 3.7479, grad_norm: 54.4731
2024-03-24 20:30:07,801 - my_logger - INFO - 2024-03-30 08:51:02,000 - mmdet - INFO - Epoch [56][3250/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3206, loss_bbox: 0.3256, d0.loss_cls: 0.5842, d0.loss_bbox: 0.4301 d1.loss_cls: 0.5326, d1.loss_bbox: 0.5796 d2.loss_cls: 0.4597, d2.loss_bbox: 0.3311 d3.loss_cls: 0.4265, d3.loss_bbox: 0.5089 d4.loss_cls: 0.3721, d4.loss_bbox: 0.5403, loss: 3.5849, grad_norm: 51.6905
2024-03-24 20:30:07,801 - my_logger - INFO - 2024-03-30 08:53:02,000 - mmdet - INFO - Epoch [56][3300/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3036, loss_bbox: 0.3311, d0.loss_cls: 0.5238, d0.loss_bbox: 0.5646 d1.loss_cls: 0.5709, d1.loss_bbox: 0.4731 d2.loss_cls: 0.5246, d2.loss_bbox: 0.3316 d3.loss_cls: 0.3640, d3.loss_bbox: 0.5730 d4.loss_cls: 0.5270, d4.loss_bbox: 0.4238, loss: 4.8085, grad_norm: 52.4709
2024-03-24 20:30:07,802 - my_logger - INFO - 2024-03-30 08:55:02,000 - mmdet - INFO - Epoch [56][3350/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4856, loss_bbox: 0.4109, d0.loss_cls: 0.4023, d0.loss_bbox: 0.4364 d1.loss_cls: 0.4732, d1.loss_bbox: 0.5144 d2.loss_cls: 0.5800, d2.loss_bbox: 0.3061 d3.loss_cls: 0.3857, d3.loss_bbox: 0.4592 d4.loss_cls: 0.5643, d4.loss_bbox: 0.5243, loss: 3.8316, grad_norm: 55.8635
2024-03-24 20:30:07,802 - my_logger - INFO - 2024-03-30 08:57:02,000 - mmdet - INFO - Epoch [56][3400/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3776, loss_bbox: 0.5162, d0.loss_cls: 0.4753, d0.loss_bbox: 0.4861 d1.loss_cls: 0.5397, d1.loss_bbox: 0.5927 d2.loss_cls: 0.5669, d2.loss_bbox: 0.5129 d3.loss_cls: 0.4503, d3.loss_bbox: 0.5610 d4.loss_cls: 0.5701, d4.loss_bbox: 0.3052, loss: 4.6260, grad_norm: 51.2592
2024-03-24 20:30:07,803 - my_logger - INFO - 2024-03-30 08:59:02,000 - mmdet - INFO - Epoch [56][3450/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4452, loss_bbox: 0.5813, d0.loss_cls: 0.3488, d0.loss_bbox: 0.4731 d1.loss_cls: 0.3435, d1.loss_bbox: 0.5053 d2.loss_cls: 0.5295, d2.loss_bbox: 0.4455 d3.loss_cls: 0.5755, d3.loss_bbox: 0.5839 d4.loss_cls: 0.5538, d4.loss_bbox: 0.5171, loss: 3.7806, grad_norm: 51.3934
2024-03-24 20:30:07,803 - my_logger - INFO - 2024-03-30 09:01:02,000 - mmdet - INFO - Epoch [56][3500/3517][Batch size: 50]	lr: 3.338e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5156, loss_bbox: 0.4258, d0.loss_cls: 0.5264, d0.loss_bbox: 0.5362 d1.loss_cls: 0.5950, d1.loss_bbox: 0.5830 d2.loss_cls: 0.3022, d2.loss_bbox: 0.3598 d3.loss_cls: 0.3011, d3.loss_bbox: 0.4659 d4.loss_cls: 0.3771, d4.loss_bbox: 0.3393, loss: 4.9788, grad_norm: 51.1927
2024-03-24 20:30:07,803 - my_logger - INFO - 2024-03-30 09:03:02,000 - mmdet - INFO - Epoch [57][0/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4682, loss_bbox: 0.4803, d0.loss_cls: 0.3993, d0.loss_bbox: 0.3977 d1.loss_cls: 0.3017, d1.loss_bbox: 0.4390 d2.loss_cls: 0.4576, d2.loss_bbox: 0.4976 d3.loss_cls: 0.5730, d3.loss_bbox: 0.4236 d4.loss_cls: 0.4841, d4.loss_bbox: 0.4177, loss: 4.1103, grad_norm: 58.1641
2024-03-24 20:30:07,804 - my_logger - INFO - 2024-03-30 09:05:02,000 - mmdet - INFO - Epoch [57][50/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4559, loss_bbox: 0.3809, d0.loss_cls: 0.4304, d0.loss_bbox: 0.4569 d1.loss_cls: 0.5538, d1.loss_bbox: 0.3937 d2.loss_cls: 0.5162, d2.loss_bbox: 0.5121 d3.loss_cls: 0.5548, d3.loss_bbox: 0.4538 d4.loss_cls: 0.4994, d4.loss_bbox: 0.5087, loss: 3.9866, grad_norm: 50.5681
2024-03-24 20:30:07,804 - my_logger - INFO - 2024-03-30 09:07:02,000 - mmdet - INFO - Epoch [57][100/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3960, loss_bbox: 0.3407, d0.loss_cls: 0.4207, d0.loss_bbox: 0.4910 d1.loss_cls: 0.4187, d1.loss_bbox: 0.3879 d2.loss_cls: 0.4145, d2.loss_bbox: 0.3452 d3.loss_cls: 0.4139, d3.loss_bbox: 0.4289 d4.loss_cls: 0.5095, d4.loss_bbox: 0.5727, loss: 4.3220, grad_norm: 50.2511
2024-03-24 20:30:07,804 - my_logger - INFO - 2024-03-30 09:09:02,000 - mmdet - INFO - Epoch [57][150/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5512, loss_bbox: 0.5877, d0.loss_cls: 0.5577, d0.loss_bbox: 0.5895 d1.loss_cls: 0.5682, d1.loss_bbox: 0.5769 d2.loss_cls: 0.4430, d2.loss_bbox: 0.4115 d3.loss_cls: 0.3912, d3.loss_bbox: 0.4503 d4.loss_cls: 0.5203, d4.loss_bbox: 0.3424, loss: 4.6796, grad_norm: 51.2141
2024-03-24 20:30:07,805 - my_logger - INFO - 2024-03-30 09:11:02,000 - mmdet - INFO - Epoch [57][200/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5292, loss_bbox: 0.4211, d0.loss_cls: 0.4254, d0.loss_bbox: 0.4171 d1.loss_cls: 0.3362, d1.loss_bbox: 0.5225 d2.loss_cls: 0.5985, d2.loss_bbox: 0.5136 d3.loss_cls: 0.4925, d3.loss_bbox: 0.5857 d4.loss_cls: 0.4917, d4.loss_bbox: 0.5678, loss: 3.5865, grad_norm: 59.0147
2024-03-24 20:30:07,805 - my_logger - INFO - 2024-03-30 09:13:02,000 - mmdet - INFO - Epoch [57][250/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2868, loss_bbox: 0.4230, d0.loss_cls: 0.4583, d0.loss_bbox: 0.3572 d1.loss_cls: 0.4966, d1.loss_bbox: 0.5243 d2.loss_cls: 0.4065, d2.loss_bbox: 0.3576 d3.loss_cls: 0.4631, d3.loss_bbox: 0.3114 d4.loss_cls: 0.5714, d4.loss_bbox: 0.3318, loss: 4.2309, grad_norm: 50.3304
2024-03-24 20:30:07,806 - my_logger - INFO - 2024-03-30 09:15:02,000 - mmdet - INFO - Epoch [57][300/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2896, loss_bbox: 0.3936, d0.loss_cls: 0.3417, d0.loss_bbox: 0.3341 d1.loss_cls: 0.4629, d1.loss_bbox: 0.4671 d2.loss_cls: 0.3483, d2.loss_bbox: 0.5265 d3.loss_cls: 0.3078, d3.loss_bbox: 0.4542 d4.loss_cls: 0.5270, d4.loss_bbox: 0.4322, loss: 4.0660, grad_norm: 52.0250
2024-03-24 20:30:07,806 - my_logger - INFO - 2024-03-30 09:17:02,000 - mmdet - INFO - Epoch [57][350/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5858, loss_bbox: 0.4255, d0.loss_cls: 0.5415, d0.loss_bbox: 0.3348 d1.loss_cls: 0.4449, d1.loss_bbox: 0.3688 d2.loss_cls: 0.4605, d2.loss_bbox: 0.4912 d3.loss_cls: 0.3337, d3.loss_bbox: 0.3333 d4.loss_cls: 0.5957, d4.loss_bbox: 0.3649, loss: 4.9539, grad_norm: 57.9271
2024-03-24 20:30:07,806 - my_logger - INFO - 2024-03-30 09:19:02,000 - mmdet - INFO - Epoch [57][400/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5785, loss_bbox: 0.4002, d0.loss_cls: 0.3818, d0.loss_bbox: 0.3185 d1.loss_cls: 0.3837, d1.loss_bbox: 0.3709 d2.loss_cls: 0.4062, d2.loss_bbox: 0.3655 d3.loss_cls: 0.5845, d3.loss_bbox: 0.3455 d4.loss_cls: 0.5069, d4.loss_bbox: 0.4376, loss: 3.8473, grad_norm: 57.4691
2024-03-24 20:30:07,807 - my_logger - INFO - 2024-03-30 09:21:02,000 - mmdet - INFO - Epoch [57][450/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4918, loss_bbox: 0.5316, d0.loss_cls: 0.4663, d0.loss_bbox: 0.3393 d1.loss_cls: 0.3716, d1.loss_bbox: 0.5826 d2.loss_cls: 0.4022, d2.loss_bbox: 0.4407 d3.loss_cls: 0.4743, d3.loss_bbox: 0.4320 d4.loss_cls: 0.5560, d4.loss_bbox: 0.4421, loss: 4.5575, grad_norm: 51.6318
2024-03-24 20:30:07,807 - my_logger - INFO - 2024-03-30 09:23:02,000 - mmdet - INFO - Epoch [57][500/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4730, loss_bbox: 0.3320, d0.loss_cls: 0.3945, d0.loss_bbox: 0.3730 d1.loss_cls: 0.3577, d1.loss_bbox: 0.3326 d2.loss_cls: 0.4130, d2.loss_bbox: 0.3140 d3.loss_cls: 0.3633, d3.loss_bbox: 0.4347 d4.loss_cls: 0.5671, d4.loss_bbox: 0.3361, loss: 4.7593, grad_norm: 54.9598
2024-03-24 20:30:07,807 - my_logger - INFO - 2024-03-30 09:25:02,000 - mmdet - INFO - Epoch [57][550/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5642, loss_bbox: 0.5863, d0.loss_cls: 0.3507, d0.loss_bbox: 0.5235 d1.loss_cls: 0.5196, d1.loss_bbox: 0.4555 d2.loss_cls: 0.5919, d2.loss_bbox: 0.5496 d3.loss_cls: 0.5807, d3.loss_bbox: 0.5595 d4.loss_cls: 0.5931, d4.loss_bbox: 0.4328, loss: 4.5805, grad_norm: 52.4548
2024-03-24 20:30:07,808 - my_logger - INFO - 2024-03-30 09:27:02,000 - mmdet - INFO - Epoch [57][600/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5095, loss_bbox: 0.5488, d0.loss_cls: 0.3733, d0.loss_bbox: 0.3709 d1.loss_cls: 0.5158, d1.loss_bbox: 0.5101 d2.loss_cls: 0.3528, d2.loss_bbox: 0.4733 d3.loss_cls: 0.5022, d3.loss_bbox: 0.3200 d4.loss_cls: 0.4434, d4.loss_bbox: 0.3246, loss: 4.0051, grad_norm: 53.6303
2024-03-24 20:30:07,808 - my_logger - INFO - 2024-03-30 09:29:02,000 - mmdet - INFO - Epoch [57][650/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3309, loss_bbox: 0.5553, d0.loss_cls: 0.5284, d0.loss_bbox: 0.3088 d1.loss_cls: 0.5658, d1.loss_bbox: 0.3524 d2.loss_cls: 0.4445, d2.loss_bbox: 0.3792 d3.loss_cls: 0.4179, d3.loss_bbox: 0.4464 d4.loss_cls: 0.3261, d4.loss_bbox: 0.4010, loss: 4.5746, grad_norm: 52.5894
2024-03-24 20:30:07,809 - my_logger - INFO - 2024-03-30 09:31:02,000 - mmdet - INFO - Epoch [57][700/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5585, loss_bbox: 0.4637, d0.loss_cls: 0.5444, d0.loss_bbox: 0.5695 d1.loss_cls: 0.4322, d1.loss_bbox: 0.4239 d2.loss_cls: 0.5740, d2.loss_bbox: 0.5269 d3.loss_cls: 0.4884, d3.loss_bbox: 0.5316 d4.loss_cls: 0.4695, d4.loss_bbox: 0.5661, loss: 3.8845, grad_norm: 53.7950
2024-03-24 20:30:07,809 - my_logger - INFO - 2024-03-30 09:33:02,000 - mmdet - INFO - Epoch [57][750/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3799, loss_bbox: 0.3845, d0.loss_cls: 0.4340, d0.loss_bbox: 0.3821 d1.loss_cls: 0.3257, d1.loss_bbox: 0.5066 d2.loss_cls: 0.3155, d2.loss_bbox: 0.5846 d3.loss_cls: 0.5472, d3.loss_bbox: 0.5114 d4.loss_cls: 0.4342, d4.loss_bbox: 0.4036, loss: 4.5600, grad_norm: 54.2685
2024-03-24 20:30:07,809 - my_logger - INFO - 2024-03-30 09:35:02,000 - mmdet - INFO - Epoch [57][800/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.2947, loss_bbox: 0.4898, d0.loss_cls: 0.4186, d0.loss_bbox: 0.5995 d1.loss_cls: 0.5337, d1.loss_bbox: 0.5484 d2.loss_cls: 0.3947, d2.loss_bbox: 0.3890 d3.loss_cls: 0.3089, d3.loss_bbox: 0.3320 d4.loss_cls: 0.4363, d4.loss_bbox: 0.3456, loss: 4.4440, grad_norm: 53.3188
2024-03-24 20:30:07,810 - my_logger - INFO - 2024-03-30 09:37:02,000 - mmdet - INFO - Epoch [57][850/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5684, loss_bbox: 0.5006, d0.loss_cls: 0.4421, d0.loss_bbox: 0.5922 d1.loss_cls: 0.4039, d1.loss_bbox: 0.5409 d2.loss_cls: 0.4061, d2.loss_bbox: 0.3916 d3.loss_cls: 0.3674, d3.loss_bbox: 0.4297 d4.loss_cls: 0.4930, d4.loss_bbox: 0.3530, loss: 3.8581, grad_norm: 55.6590
2024-03-24 20:30:07,810 - my_logger - INFO - 2024-03-30 09:39:02,000 - mmdet - INFO - Epoch [57][900/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5678, loss_bbox: 0.5663, d0.loss_cls: 0.3576, d0.loss_bbox: 0.5780 d1.loss_cls: 0.5784, d1.loss_bbox: 0.4893 d2.loss_cls: 0.4271, d2.loss_bbox: 0.4003 d3.loss_cls: 0.4434, d3.loss_bbox: 0.5555 d4.loss_cls: 0.4568, d4.loss_bbox: 0.5263, loss: 4.8155, grad_norm: 55.3432
2024-03-24 20:30:07,811 - my_logger - INFO - 2024-03-30 09:41:02,000 - mmdet - INFO - Epoch [57][950/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4445, loss_bbox: 0.4632, d0.loss_cls: 0.5476, d0.loss_bbox: 0.4796 d1.loss_cls: 0.5538, d1.loss_bbox: 0.4536 d2.loss_cls: 0.4224, d2.loss_bbox: 0.3018 d3.loss_cls: 0.5332, d3.loss_bbox: 0.5257 d4.loss_cls: 0.3104, d4.loss_bbox: 0.3960, loss: 4.0033, grad_norm: 52.6413
2024-03-24 20:30:07,811 - my_logger - INFO - 2024-03-30 09:43:02,000 - mmdet - INFO - Epoch [57][1000/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3927, loss_bbox: 0.3465, d0.loss_cls: 0.5044, d0.loss_bbox: 0.5958 d1.loss_cls: 0.4359, d1.loss_bbox: 0.5894 d2.loss_cls: 0.3084, d2.loss_bbox: 0.5995 d3.loss_cls: 0.3039, d3.loss_bbox: 0.3994 d4.loss_cls: 0.4724, d4.loss_bbox: 0.3744, loss: 4.1418, grad_norm: 54.7941
2024-03-24 20:30:07,811 - my_logger - INFO - 2024-03-30 09:45:02,000 - mmdet - INFO - Epoch [57][1050/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4137, loss_bbox: 0.3745, d0.loss_cls: 0.5337, d0.loss_bbox: 0.3036 d1.loss_cls: 0.4084, d1.loss_bbox: 0.4003 d2.loss_cls: 0.3984, d2.loss_bbox: 0.4125 d3.loss_cls: 0.5883, d3.loss_bbox: 0.4818 d4.loss_cls: 0.3332, d4.loss_bbox: 0.3433, loss: 4.4954, grad_norm: 51.1231
2024-03-24 20:30:07,812 - my_logger - INFO - 2024-03-30 09:47:02,000 - mmdet - INFO - Epoch [57][1100/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5019, loss_bbox: 0.4059, d0.loss_cls: 0.5867, d0.loss_bbox: 0.3662 d1.loss_cls: 0.5551, d1.loss_bbox: 0.4978 d2.loss_cls: 0.5853, d2.loss_bbox: 0.5408 d3.loss_cls: 0.3644, d3.loss_bbox: 0.5945 d4.loss_cls: 0.5879, d4.loss_bbox: 0.4450, loss: 3.5087, grad_norm: 52.5346
2024-03-24 20:30:07,812 - my_logger - INFO - 2024-03-30 09:49:02,000 - mmdet - INFO - Epoch [57][1150/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5507, loss_bbox: 0.5469, d0.loss_cls: 0.4148, d0.loss_bbox: 0.4718 d1.loss_cls: 0.4640, d1.loss_bbox: 0.4553 d2.loss_cls: 0.3132, d2.loss_bbox: 0.5675 d3.loss_cls: 0.4487, d3.loss_bbox: 0.4495 d4.loss_cls: 0.4714, d4.loss_bbox: 0.3574, loss: 4.2787, grad_norm: 52.1885
2024-03-24 20:30:07,812 - my_logger - INFO - 2024-03-30 09:51:02,000 - mmdet - INFO - Epoch [57][1200/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5817, loss_bbox: 0.5778, d0.loss_cls: 0.3007, d0.loss_bbox: 0.3983 d1.loss_cls: 0.4011, d1.loss_bbox: 0.3761 d2.loss_cls: 0.4164, d2.loss_bbox: 0.5236 d3.loss_cls: 0.5639, d3.loss_bbox: 0.5424 d4.loss_cls: 0.5366, d4.loss_bbox: 0.5249, loss: 3.6113, grad_norm: 58.2639
2024-03-24 20:30:07,813 - my_logger - INFO - 2024-03-30 09:53:02,000 - mmdet - INFO - Epoch [57][1250/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4146, loss_bbox: 0.3693, d0.loss_cls: 0.4252, d0.loss_bbox: 0.3137 d1.loss_cls: 0.5402, d1.loss_bbox: 0.3407 d2.loss_cls: 0.4022, d2.loss_bbox: 0.3881 d3.loss_cls: 0.3298, d3.loss_bbox: 0.3055 d4.loss_cls: 0.3595, d4.loss_bbox: 0.4834, loss: 3.9542, grad_norm: 52.3834
2024-03-24 20:30:07,813 - my_logger - INFO - 2024-03-30 09:55:02,000 - mmdet - INFO - Epoch [57][1300/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5808, loss_bbox: 0.4312, d0.loss_cls: 0.3338, d0.loss_bbox: 0.3278 d1.loss_cls: 0.5903, d1.loss_bbox: 0.3528 d2.loss_cls: 0.5988, d2.loss_bbox: 0.3598 d3.loss_cls: 0.3584, d3.loss_bbox: 0.3762 d4.loss_cls: 0.4467, d4.loss_bbox: 0.5535, loss: 3.7617, grad_norm: 53.2448
2024-03-24 20:30:07,814 - my_logger - INFO - 2024-03-30 09:57:02,000 - mmdet - INFO - Epoch [57][1350/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3948, loss_bbox: 0.5495, d0.loss_cls: 0.4569, d0.loss_bbox: 0.3016 d1.loss_cls: 0.4318, d1.loss_bbox: 0.5309 d2.loss_cls: 0.4975, d2.loss_bbox: 0.3839 d3.loss_cls: 0.3579, d3.loss_bbox: 0.3319 d4.loss_cls: 0.5241, d4.loss_bbox: 0.3353, loss: 3.7492, grad_norm: 55.8377
2024-03-24 20:30:07,819 - my_logger - INFO - 2024-03-30 09:59:02,000 - mmdet - INFO - Epoch [57][1400/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5677, loss_bbox: 0.5441, d0.loss_cls: 0.4585, d0.loss_bbox: 0.5822 d1.loss_cls: 0.4589, d1.loss_bbox: 0.4752 d2.loss_cls: 0.4351, d2.loss_bbox: 0.3211 d3.loss_cls: 0.3195, d3.loss_bbox: 0.4261 d4.loss_cls: 0.5013, d4.loss_bbox: 0.3223, loss: 4.0270, grad_norm: 58.7080
2024-03-24 20:30:07,820 - my_logger - INFO - 2024-03-30 10:01:02,000 - mmdet - INFO - Epoch [57][1450/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5184, loss_bbox: 0.5541, d0.loss_cls: 0.5989, d0.loss_bbox: 0.3400 d1.loss_cls: 0.5651, d1.loss_bbox: 0.5374 d2.loss_cls: 0.3535, d2.loss_bbox: 0.4435 d3.loss_cls: 0.5054, d3.loss_bbox: 0.3573 d4.loss_cls: 0.5796, d4.loss_bbox: 0.5851, loss: 4.1969, grad_norm: 59.9943
2024-03-24 20:30:07,820 - my_logger - INFO - 2024-03-30 10:03:02,000 - mmdet - INFO - Epoch [57][1500/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5505, loss_bbox: 0.4680, d0.loss_cls: 0.3066, d0.loss_bbox: 0.3050 d1.loss_cls: 0.3825, d1.loss_bbox: 0.3597 d2.loss_cls: 0.3344, d2.loss_bbox: 0.5055 d3.loss_cls: 0.5501, d3.loss_bbox: 0.3851 d4.loss_cls: 0.4889, d4.loss_bbox: 0.4718, loss: 3.6614, grad_norm: 56.5079
2024-03-24 20:30:07,821 - my_logger - INFO - 2024-03-30 10:05:02,000 - mmdet - INFO - Epoch [57][1550/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3508, loss_bbox: 0.3748, d0.loss_cls: 0.4880, d0.loss_bbox: 0.3660 d1.loss_cls: 0.5795, d1.loss_bbox: 0.5198 d2.loss_cls: 0.4598, d2.loss_bbox: 0.5873 d3.loss_cls: 0.4661, d3.loss_bbox: 0.5677 d4.loss_cls: 0.4069, d4.loss_bbox: 0.4941, loss: 3.7642, grad_norm: 54.2859
2024-03-24 20:30:07,821 - my_logger - INFO - 2024-03-30 10:07:02,000 - mmdet - INFO - Epoch [57][1600/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5435, loss_bbox: 0.5154, d0.loss_cls: 0.4661, d0.loss_bbox: 0.4516 d1.loss_cls: 0.5250, d1.loss_bbox: 0.3694 d2.loss_cls: 0.4266, d2.loss_bbox: 0.4085 d3.loss_cls: 0.3574, d3.loss_bbox: 0.5853 d4.loss_cls: 0.5623, d4.loss_bbox: 0.5095, loss: 3.7886, grad_norm: 53.1718
2024-03-24 20:30:07,821 - my_logger - INFO - 2024-03-30 10:09:02,000 - mmdet - INFO - Epoch [57][1650/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4185, loss_bbox: 0.3842, d0.loss_cls: 0.5897, d0.loss_bbox: 0.5462 d1.loss_cls: 0.4929, d1.loss_bbox: 0.5793 d2.loss_cls: 0.3006, d2.loss_bbox: 0.3059 d3.loss_cls: 0.4781, d3.loss_bbox: 0.3496 d4.loss_cls: 0.5639, d4.loss_bbox: 0.3753, loss: 3.7248, grad_norm: 59.7746
2024-03-24 20:30:07,822 - my_logger - INFO - 2024-03-30 10:11:02,000 - mmdet - INFO - Epoch [57][1700/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3016, loss_bbox: 0.4774, d0.loss_cls: 0.3430, d0.loss_bbox: 0.3800 d1.loss_cls: 0.4740, d1.loss_bbox: 0.5701 d2.loss_cls: 0.5448, d2.loss_bbox: 0.3299 d3.loss_cls: 0.4491, d3.loss_bbox: 0.3148 d4.loss_cls: 0.5532, d4.loss_bbox: 0.5328, loss: 4.3742, grad_norm: 56.4729
2024-03-24 20:30:07,822 - my_logger - INFO - 2024-03-30 10:13:02,000 - mmdet - INFO - Epoch [57][1750/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2807, loss_bbox: 0.4612, d0.loss_cls: 0.4218, d0.loss_bbox: 0.3011 d1.loss_cls: 0.5357, d1.loss_bbox: 0.3966 d2.loss_cls: 0.4957, d2.loss_bbox: 0.4574 d3.loss_cls: 0.4782, d3.loss_bbox: 0.5305 d4.loss_cls: 0.4418, d4.loss_bbox: 0.5252, loss: 4.9271, grad_norm: 51.4601
2024-03-24 20:30:07,823 - my_logger - INFO - 2024-03-30 10:15:02,000 - mmdet - INFO - Epoch [57][1800/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3209, loss_bbox: 0.5892, d0.loss_cls: 0.3104, d0.loss_bbox: 0.5905 d1.loss_cls: 0.3226, d1.loss_bbox: 0.4963 d2.loss_cls: 0.3510, d2.loss_bbox: 0.3236 d3.loss_cls: 0.5631, d3.loss_bbox: 0.4390 d4.loss_cls: 0.4773, d4.loss_bbox: 0.4359, loss: 4.0924, grad_norm: 56.4006
2024-03-24 20:30:07,823 - my_logger - INFO - 2024-03-30 10:17:02,000 - mmdet - INFO - Epoch [57][1850/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4566, loss_bbox: 0.4255, d0.loss_cls: 0.4534, d0.loss_bbox: 0.5235 d1.loss_cls: 0.3454, d1.loss_bbox: 0.4381 d2.loss_cls: 0.5426, d2.loss_bbox: 0.4654 d3.loss_cls: 0.4203, d3.loss_bbox: 0.4316 d4.loss_cls: 0.3910, d4.loss_bbox: 0.4241, loss: 3.5399, grad_norm: 52.2736
2024-03-24 20:30:07,823 - my_logger - INFO - 2024-03-30 10:19:02,000 - mmdet - INFO - Epoch [57][1900/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2871, loss_bbox: 0.5440, d0.loss_cls: 0.4705, d0.loss_bbox: 0.5841 d1.loss_cls: 0.5178, d1.loss_bbox: 0.4820 d2.loss_cls: 0.5572, d2.loss_bbox: 0.4582 d3.loss_cls: 0.5505, d3.loss_bbox: 0.5756 d4.loss_cls: 0.3610, d4.loss_bbox: 0.5187, loss: 4.2362, grad_norm: 57.4066
2024-03-24 20:30:07,824 - my_logger - INFO - 2024-03-30 10:21:02,000 - mmdet - INFO - Epoch [57][1950/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5063, loss_bbox: 0.3194, d0.loss_cls: 0.4237, d0.loss_bbox: 0.4426 d1.loss_cls: 0.5253, d1.loss_bbox: 0.3859 d2.loss_cls: 0.3114, d2.loss_bbox: 0.5836 d3.loss_cls: 0.4422, d3.loss_bbox: 0.4331 d4.loss_cls: 0.4202, d4.loss_bbox: 0.5620, loss: 4.5214, grad_norm: 55.5797
2024-03-24 20:30:07,824 - my_logger - INFO - 2024-03-30 10:23:02,000 - mmdet - INFO - Epoch [57][2000/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3943, loss_bbox: 0.5901, d0.loss_cls: 0.5133, d0.loss_bbox: 0.5926 d1.loss_cls: 0.3286, d1.loss_bbox: 0.4889 d2.loss_cls: 0.5482, d2.loss_bbox: 0.4090 d3.loss_cls: 0.4291, d3.loss_bbox: 0.3680 d4.loss_cls: 0.3109, d4.loss_bbox: 0.3014, loss: 4.8200, grad_norm: 54.4339
2024-03-24 20:30:07,824 - my_logger - INFO - 2024-03-30 10:25:02,000 - mmdet - INFO - Epoch [57][2050/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3188, loss_bbox: 0.3882, d0.loss_cls: 0.4176, d0.loss_bbox: 0.4470 d1.loss_cls: 0.4272, d1.loss_bbox: 0.4039 d2.loss_cls: 0.5341, d2.loss_bbox: 0.3699 d3.loss_cls: 0.3379, d3.loss_bbox: 0.4061 d4.loss_cls: 0.3302, d4.loss_bbox: 0.3957, loss: 4.9646, grad_norm: 50.9472
2024-03-24 20:30:07,825 - my_logger - INFO - 2024-03-30 10:27:02,000 - mmdet - INFO - Epoch [57][2100/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4278, loss_bbox: 0.5065, d0.loss_cls: 0.3319, d0.loss_bbox: 0.3812 d1.loss_cls: 0.4371, d1.loss_bbox: 0.5728 d2.loss_cls: 0.3758, d2.loss_bbox: 0.4002 d3.loss_cls: 0.3410, d3.loss_bbox: 0.4738 d4.loss_cls: 0.3269, d4.loss_bbox: 0.3324, loss: 4.3897, grad_norm: 55.7554
2024-03-24 20:30:07,825 - my_logger - INFO - 2024-03-30 10:29:02,000 - mmdet - INFO - Epoch [57][2150/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4597, loss_bbox: 0.4885, d0.loss_cls: 0.4160, d0.loss_bbox: 0.4496 d1.loss_cls: 0.3264, d1.loss_bbox: 0.5543 d2.loss_cls: 0.4214, d2.loss_bbox: 0.3275 d3.loss_cls: 0.3154, d3.loss_bbox: 0.5616 d4.loss_cls: 0.3828, d4.loss_bbox: 0.4728, loss: 4.5017, grad_norm: 53.9662
2024-03-24 20:30:07,825 - my_logger - INFO - 2024-03-30 10:31:02,000 - mmdet - INFO - Epoch [57][2200/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.2805, loss_bbox: 0.4163, d0.loss_cls: 0.4696, d0.loss_bbox: 0.3426 d1.loss_cls: 0.3652, d1.loss_bbox: 0.3268 d2.loss_cls: 0.4768, d2.loss_bbox: 0.5875 d3.loss_cls: 0.3272, d3.loss_bbox: 0.5077 d4.loss_cls: 0.3752, d4.loss_bbox: 0.3058, loss: 4.0763, grad_norm: 52.5901
2024-03-24 20:30:07,826 - my_logger - INFO - 2024-03-30 10:33:02,000 - mmdet - INFO - Epoch [57][2250/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3499, loss_bbox: 0.4769, d0.loss_cls: 0.4341, d0.loss_bbox: 0.3261 d1.loss_cls: 0.4899, d1.loss_bbox: 0.5023 d2.loss_cls: 0.4938, d2.loss_bbox: 0.3501 d3.loss_cls: 0.5657, d3.loss_bbox: 0.3602 d4.loss_cls: 0.4979, d4.loss_bbox: 0.3660, loss: 4.8704, grad_norm: 52.3730
2024-03-24 20:30:07,827 - my_logger - INFO - 2024-03-30 10:35:02,000 - mmdet - INFO - Epoch [57][2300/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4329, loss_bbox: 0.4954, d0.loss_cls: 0.4059, d0.loss_bbox: 0.5420 d1.loss_cls: 0.4957, d1.loss_bbox: 0.4147 d2.loss_cls: 0.5315, d2.loss_bbox: 0.5268 d3.loss_cls: 0.3703, d3.loss_bbox: 0.5298 d4.loss_cls: 0.4952, d4.loss_bbox: 0.5615, loss: 4.1372, grad_norm: 58.0915
2024-03-24 20:30:07,827 - my_logger - INFO - 2024-03-30 10:37:02,000 - mmdet - INFO - Epoch [57][2350/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5282, loss_bbox: 0.5642, d0.loss_cls: 0.3441, d0.loss_bbox: 0.3874 d1.loss_cls: 0.3949, d1.loss_bbox: 0.5024 d2.loss_cls: 0.4854, d2.loss_bbox: 0.3939 d3.loss_cls: 0.5841, d3.loss_bbox: 0.4205 d4.loss_cls: 0.3925, d4.loss_bbox: 0.4933, loss: 3.7047, grad_norm: 53.8566
2024-03-24 20:30:07,828 - my_logger - INFO - 2024-03-30 10:39:02,000 - mmdet - INFO - Epoch [57][2400/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4547, loss_bbox: 0.3399, d0.loss_cls: 0.4928, d0.loss_bbox: 0.3195 d1.loss_cls: 0.4409, d1.loss_bbox: 0.5622 d2.loss_cls: 0.5583, d2.loss_bbox: 0.4541 d3.loss_cls: 0.5424, d3.loss_bbox: 0.4394 d4.loss_cls: 0.3628, d4.loss_bbox: 0.3898, loss: 4.2693, grad_norm: 50.0995
2024-03-24 20:30:07,828 - my_logger - INFO - 2024-03-30 10:41:02,000 - mmdet - INFO - Epoch [57][2450/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2960, loss_bbox: 0.3768, d0.loss_cls: 0.5316, d0.loss_bbox: 0.5310 d1.loss_cls: 0.3921, d1.loss_bbox: 0.4341 d2.loss_cls: 0.3192, d2.loss_bbox: 0.5986 d3.loss_cls: 0.4425, d3.loss_bbox: 0.5622 d4.loss_cls: 0.4736, d4.loss_bbox: 0.4424, loss: 3.5682, grad_norm: 52.2227
2024-03-24 20:30:07,829 - my_logger - INFO - 2024-03-30 10:43:02,000 - mmdet - INFO - Epoch [57][2500/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2770, loss_bbox: 0.3703, d0.loss_cls: 0.4962, d0.loss_bbox: 0.5663 d1.loss_cls: 0.5754, d1.loss_bbox: 0.4703 d2.loss_cls: 0.4087, d2.loss_bbox: 0.3050 d3.loss_cls: 0.5844, d3.loss_bbox: 0.3158 d4.loss_cls: 0.4045, d4.loss_bbox: 0.4360, loss: 3.6947, grad_norm: 59.7562
2024-03-24 20:30:07,837 - my_logger - INFO - 2024-03-30 10:45:02,000 - mmdet - INFO - Epoch [57][2550/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.2539, loss_bbox: 0.3692, d0.loss_cls: 0.3718, d0.loss_bbox: 0.4280 d1.loss_cls: 0.5208, d1.loss_bbox: 0.3227 d2.loss_cls: 0.3612, d2.loss_bbox: 0.5814 d3.loss_cls: 0.4437, d3.loss_bbox: 0.5695 d4.loss_cls: 0.4306, d4.loss_bbox: 0.5794, loss: 3.6364, grad_norm: 55.8189
2024-03-24 20:30:07,837 - my_logger - INFO - 2024-03-30 10:47:02,000 - mmdet - INFO - Epoch [57][2600/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5603, loss_bbox: 0.3345, d0.loss_cls: 0.5451, d0.loss_bbox: 0.5787 d1.loss_cls: 0.4134, d1.loss_bbox: 0.3973 d2.loss_cls: 0.5619, d2.loss_bbox: 0.3541 d3.loss_cls: 0.5828, d3.loss_bbox: 0.4699 d4.loss_cls: 0.5639, d4.loss_bbox: 0.5749, loss: 4.8716, grad_norm: 59.3874
2024-03-24 20:30:07,838 - my_logger - INFO - 2024-03-30 10:49:02,000 - mmdet - INFO - Epoch [57][2650/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3471, loss_bbox: 0.3474, d0.loss_cls: 0.4684, d0.loss_bbox: 0.3655 d1.loss_cls: 0.4333, d1.loss_bbox: 0.5565 d2.loss_cls: 0.5885, d2.loss_bbox: 0.5663 d3.loss_cls: 0.4890, d3.loss_bbox: 0.5488 d4.loss_cls: 0.3307, d4.loss_bbox: 0.3982, loss: 3.8706, grad_norm: 57.0115
2024-03-24 20:30:07,838 - my_logger - INFO - 2024-03-30 10:51:02,000 - mmdet - INFO - Epoch [57][2700/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.2777, loss_bbox: 0.4338, d0.loss_cls: 0.3214, d0.loss_bbox: 0.5582 d1.loss_cls: 0.3187, d1.loss_bbox: 0.5630 d2.loss_cls: 0.4731, d2.loss_bbox: 0.5524 d3.loss_cls: 0.4288, d3.loss_bbox: 0.5529 d4.loss_cls: 0.4280, d4.loss_bbox: 0.4914, loss: 3.7254, grad_norm: 56.3072
2024-03-24 20:30:07,839 - my_logger - INFO - 2024-03-30 10:53:02,000 - mmdet - INFO - Epoch [57][2750/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3818, loss_bbox: 0.5349, d0.loss_cls: 0.5611, d0.loss_bbox: 0.3532 d1.loss_cls: 0.5856, d1.loss_bbox: 0.3597 d2.loss_cls: 0.4224, d2.loss_bbox: 0.4675 d3.loss_cls: 0.5620, d3.loss_bbox: 0.3660 d4.loss_cls: 0.3299, d4.loss_bbox: 0.4592, loss: 4.8878, grad_norm: 50.1506
2024-03-24 20:30:07,839 - my_logger - INFO - 2024-03-30 10:55:02,000 - mmdet - INFO - Epoch [57][2800/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3826, loss_bbox: 0.4972, d0.loss_cls: 0.4351, d0.loss_bbox: 0.5888 d1.loss_cls: 0.5893, d1.loss_bbox: 0.3227 d2.loss_cls: 0.4137, d2.loss_bbox: 0.4965 d3.loss_cls: 0.3827, d3.loss_bbox: 0.5921 d4.loss_cls: 0.4723, d4.loss_bbox: 0.4342, loss: 4.0153, grad_norm: 56.9278
2024-03-24 20:30:07,839 - my_logger - INFO - 2024-03-30 10:57:02,000 - mmdet - INFO - Epoch [57][2850/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3832, loss_bbox: 0.3159, d0.loss_cls: 0.3175, d0.loss_bbox: 0.5950 d1.loss_cls: 0.4899, d1.loss_bbox: 0.3690 d2.loss_cls: 0.3203, d2.loss_bbox: 0.5018 d3.loss_cls: 0.5184, d3.loss_bbox: 0.3397 d4.loss_cls: 0.4388, d4.loss_bbox: 0.3676, loss: 3.8222, grad_norm: 50.8849
2024-03-24 20:30:07,840 - my_logger - INFO - 2024-03-30 10:59:02,000 - mmdet - INFO - Epoch [57][2900/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2664, loss_bbox: 0.4418, d0.loss_cls: 0.4419, d0.loss_bbox: 0.3176 d1.loss_cls: 0.4073, d1.loss_bbox: 0.5238 d2.loss_cls: 0.5833, d2.loss_bbox: 0.4902 d3.loss_cls: 0.4297, d3.loss_bbox: 0.3970 d4.loss_cls: 0.3841, d4.loss_bbox: 0.5183, loss: 3.9648, grad_norm: 55.8243
2024-03-24 20:30:07,840 - my_logger - INFO - 2024-03-30 11:01:02,000 - mmdet - INFO - Epoch [57][2950/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5518, loss_bbox: 0.4943, d0.loss_cls: 0.3293, d0.loss_bbox: 0.5973 d1.loss_cls: 0.3226, d1.loss_bbox: 0.4015 d2.loss_cls: 0.3440, d2.loss_bbox: 0.3451 d3.loss_cls: 0.4363, d3.loss_bbox: 0.5861 d4.loss_cls: 0.4837, d4.loss_bbox: 0.3948, loss: 4.3393, grad_norm: 53.7598
2024-03-24 20:30:07,841 - my_logger - INFO - 2024-03-30 11:03:02,000 - mmdet - INFO - Epoch [57][3000/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5601, loss_bbox: 0.4975, d0.loss_cls: 0.3502, d0.loss_bbox: 0.4516 d1.loss_cls: 0.4084, d1.loss_bbox: 0.3485 d2.loss_cls: 0.5409, d2.loss_bbox: 0.5076 d3.loss_cls: 0.4491, d3.loss_bbox: 0.3487 d4.loss_cls: 0.5923, d4.loss_bbox: 0.5387, loss: 4.2079, grad_norm: 50.3516
2024-03-24 20:30:07,842 - my_logger - INFO - 2024-03-30 11:05:02,000 - mmdet - INFO - Epoch [57][3050/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3652, loss_bbox: 0.3981, d0.loss_cls: 0.4584, d0.loss_bbox: 0.4454 d1.loss_cls: 0.5376, d1.loss_bbox: 0.5889 d2.loss_cls: 0.5765, d2.loss_bbox: 0.5623 d3.loss_cls: 0.4370, d3.loss_bbox: 0.5923 d4.loss_cls: 0.3487, d4.loss_bbox: 0.3692, loss: 4.1489, grad_norm: 52.8567
2024-03-24 20:30:07,842 - my_logger - INFO - 2024-03-30 11:07:02,000 - mmdet - INFO - Epoch [57][3100/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2557, loss_bbox: 0.4944, d0.loss_cls: 0.5614, d0.loss_bbox: 0.5718 d1.loss_cls: 0.4985, d1.loss_bbox: 0.5892 d2.loss_cls: 0.4657, d2.loss_bbox: 0.5613 d3.loss_cls: 0.3125, d3.loss_bbox: 0.4029 d4.loss_cls: 0.5358, d4.loss_bbox: 0.5417, loss: 4.8819, grad_norm: 57.5533
2024-03-24 20:30:07,843 - my_logger - INFO - 2024-03-30 11:09:02,000 - mmdet - INFO - Epoch [57][3150/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4266, loss_bbox: 0.5591, d0.loss_cls: 0.5563, d0.loss_bbox: 0.4351 d1.loss_cls: 0.5974, d1.loss_bbox: 0.4586 d2.loss_cls: 0.3047, d2.loss_bbox: 0.4216 d3.loss_cls: 0.3152, d3.loss_bbox: 0.4982 d4.loss_cls: 0.5287, d4.loss_bbox: 0.5953, loss: 3.5589, grad_norm: 52.4270
2024-03-24 20:30:07,843 - my_logger - INFO - 2024-03-30 11:11:02,000 - mmdet - INFO - Epoch [57][3200/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5192, loss_bbox: 0.5659, d0.loss_cls: 0.5014, d0.loss_bbox: 0.5819 d1.loss_cls: 0.5346, d1.loss_bbox: 0.3447 d2.loss_cls: 0.5901, d2.loss_bbox: 0.5437 d3.loss_cls: 0.5075, d3.loss_bbox: 0.4970 d4.loss_cls: 0.5941, d4.loss_bbox: 0.5144, loss: 4.3940, grad_norm: 56.9786
2024-03-24 20:30:07,844 - my_logger - INFO - 2024-03-30 11:13:02,000 - mmdet - INFO - Epoch [57][3250/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3798, loss_bbox: 0.4355, d0.loss_cls: 0.4279, d0.loss_bbox: 0.4417 d1.loss_cls: 0.3853, d1.loss_bbox: 0.3322 d2.loss_cls: 0.4534, d2.loss_bbox: 0.4654 d3.loss_cls: 0.5761, d3.loss_bbox: 0.3229 d4.loss_cls: 0.3582, d4.loss_bbox: 0.3333, loss: 4.8173, grad_norm: 58.1354
2024-03-24 20:30:07,844 - my_logger - INFO - 2024-03-30 11:15:02,000 - mmdet - INFO - Epoch [57][3300/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4651, loss_bbox: 0.4170, d0.loss_cls: 0.3721, d0.loss_bbox: 0.4397 d1.loss_cls: 0.5995, d1.loss_bbox: 0.5617 d2.loss_cls: 0.5151, d2.loss_bbox: 0.5833 d3.loss_cls: 0.4260, d3.loss_bbox: 0.4241 d4.loss_cls: 0.5811, d4.loss_bbox: 0.4856, loss: 4.2584, grad_norm: 59.9927
2024-03-24 20:30:07,844 - my_logger - INFO - 2024-03-30 11:17:02,000 - mmdet - INFO - Epoch [57][3350/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4905, loss_bbox: 0.3521, d0.loss_cls: 0.3661, d0.loss_bbox: 0.3863 d1.loss_cls: 0.3777, d1.loss_bbox: 0.4719 d2.loss_cls: 0.5551, d2.loss_bbox: 0.4783 d3.loss_cls: 0.5631, d3.loss_bbox: 0.3222 d4.loss_cls: 0.3041, d4.loss_bbox: 0.3895, loss: 4.9975, grad_norm: 59.4162
2024-03-24 20:30:07,845 - my_logger - INFO - 2024-03-30 11:19:02,000 - mmdet - INFO - Epoch [57][3400/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3945, loss_bbox: 0.4560, d0.loss_cls: 0.5477, d0.loss_bbox: 0.3495 d1.loss_cls: 0.3119, d1.loss_bbox: 0.4938 d2.loss_cls: 0.4358, d2.loss_bbox: 0.4399 d3.loss_cls: 0.5997, d3.loss_bbox: 0.3880 d4.loss_cls: 0.3917, d4.loss_bbox: 0.4587, loss: 3.7775, grad_norm: 54.7983
2024-03-24 20:30:07,845 - my_logger - INFO - 2024-03-30 11:21:02,000 - mmdet - INFO - Epoch [57][3450/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4587, loss_bbox: 0.3269, d0.loss_cls: 0.5201, d0.loss_bbox: 0.5106 d1.loss_cls: 0.4190, d1.loss_bbox: 0.3970 d2.loss_cls: 0.3612, d2.loss_bbox: 0.5133 d3.loss_cls: 0.3849, d3.loss_bbox: 0.3226 d4.loss_cls: 0.3061, d4.loss_bbox: 0.5965, loss: 3.5852, grad_norm: 55.0168
2024-03-24 20:30:07,846 - my_logger - INFO - 2024-03-30 11:23:02,000 - mmdet - INFO - Epoch [57][3500/3517][Batch size: 50]	lr: 3.171e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5639, loss_bbox: 0.4706, d0.loss_cls: 0.5028, d0.loss_bbox: 0.3711 d1.loss_cls: 0.5653, d1.loss_bbox: 0.3381 d2.loss_cls: 0.3627, d2.loss_bbox: 0.5397 d3.loss_cls: 0.3187, d3.loss_bbox: 0.5088 d4.loss_cls: 0.4828, d4.loss_bbox: 0.5198, loss: 4.0003, grad_norm: 59.5958
2024-03-24 20:30:07,846 - my_logger - INFO - 2024-03-30 11:25:02,000 - mmdet - INFO - Epoch [58][0/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.5407, loss_bbox: 0.4691, d0.loss_cls: 0.3772, d0.loss_bbox: 0.5644 d1.loss_cls: 0.3528, d1.loss_bbox: 0.3761 d2.loss_cls: 0.4492, d2.loss_bbox: 0.4668 d3.loss_cls: 0.5195, d3.loss_bbox: 0.5751 d4.loss_cls: 0.4257, d4.loss_bbox: 0.4895, loss: 4.0401, grad_norm: 51.5498
2024-03-24 20:30:07,846 - my_logger - INFO - 2024-03-30 11:27:02,000 - mmdet - INFO - Epoch [58][50/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4407, loss_bbox: 0.4691, d0.loss_cls: 0.4089, d0.loss_bbox: 0.5609 d1.loss_cls: 0.4692, d1.loss_bbox: 0.3091 d2.loss_cls: 0.4544, d2.loss_bbox: 0.5064 d3.loss_cls: 0.3664, d3.loss_bbox: 0.4946 d4.loss_cls: 0.4693, d4.loss_bbox: 0.3291, loss: 4.1555, grad_norm: 56.7560
2024-03-24 20:30:07,847 - my_logger - INFO - 2024-03-30 11:29:02,000 - mmdet - INFO - Epoch [58][100/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4479, loss_bbox: 0.5552, d0.loss_cls: 0.4042, d0.loss_bbox: 0.5659 d1.loss_cls: 0.3561, d1.loss_bbox: 0.5517 d2.loss_cls: 0.4613, d2.loss_bbox: 0.5389 d3.loss_cls: 0.3681, d3.loss_bbox: 0.4678 d4.loss_cls: 0.4942, d4.loss_bbox: 0.4180, loss: 4.6181, grad_norm: 59.4270
2024-03-24 20:30:07,847 - my_logger - INFO - 2024-03-30 11:31:02,000 - mmdet - INFO - Epoch [58][150/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4984, loss_bbox: 0.4156, d0.loss_cls: 0.4497, d0.loss_bbox: 0.4389 d1.loss_cls: 0.4997, d1.loss_bbox: 0.3173 d2.loss_cls: 0.5607, d2.loss_bbox: 0.5695 d3.loss_cls: 0.4731, d3.loss_bbox: 0.4328 d4.loss_cls: 0.3269, d4.loss_bbox: 0.3167, loss: 3.6591, grad_norm: 54.9537
2024-03-24 20:30:07,848 - my_logger - INFO - 2024-03-30 11:33:02,000 - mmdet - INFO - Epoch [58][200/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4591, loss_bbox: 0.5378, d0.loss_cls: 0.3910, d0.loss_bbox: 0.4476 d1.loss_cls: 0.5989, d1.loss_bbox: 0.4958 d2.loss_cls: 0.3307, d2.loss_bbox: 0.3360 d3.loss_cls: 0.4959, d3.loss_bbox: 0.4102 d4.loss_cls: 0.5889, d4.loss_bbox: 0.3198, loss: 4.8288, grad_norm: 53.5528
2024-03-24 20:30:07,848 - my_logger - INFO - 2024-03-30 11:35:02,000 - mmdet - INFO - Epoch [58][250/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4811, loss_bbox: 0.3223, d0.loss_cls: 0.4008, d0.loss_bbox: 0.4114 d1.loss_cls: 0.4893, d1.loss_bbox: 0.3378 d2.loss_cls: 0.3949, d2.loss_bbox: 0.3611 d3.loss_cls: 0.3895, d3.loss_bbox: 0.5643 d4.loss_cls: 0.4898, d4.loss_bbox: 0.5391, loss: 3.6933, grad_norm: 50.0850
2024-03-24 20:30:07,848 - my_logger - INFO - 2024-03-30 11:37:02,000 - mmdet - INFO - Epoch [58][300/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3073, loss_bbox: 0.3696, d0.loss_cls: 0.4620, d0.loss_bbox: 0.5878 d1.loss_cls: 0.5198, d1.loss_bbox: 0.3240 d2.loss_cls: 0.4908, d2.loss_bbox: 0.5606 d3.loss_cls: 0.4869, d3.loss_bbox: 0.4691 d4.loss_cls: 0.3721, d4.loss_bbox: 0.3288, loss: 4.1749, grad_norm: 57.1931
2024-03-24 20:30:07,849 - my_logger - INFO - 2024-03-30 11:39:02,000 - mmdet - INFO - Epoch [58][350/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4986, loss_bbox: 0.4807, d0.loss_cls: 0.4012, d0.loss_bbox: 0.4646 d1.loss_cls: 0.3985, d1.loss_bbox: 0.4917 d2.loss_cls: 0.4791, d2.loss_bbox: 0.3862 d3.loss_cls: 0.3812, d3.loss_bbox: 0.3384 d4.loss_cls: 0.5554, d4.loss_bbox: 0.3210, loss: 4.8161, grad_norm: 59.5877
2024-03-24 20:30:07,849 - my_logger - INFO - 2024-03-30 11:41:02,000 - mmdet - INFO - Epoch [58][400/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3068, loss_bbox: 0.4805, d0.loss_cls: 0.5940, d0.loss_bbox: 0.5003 d1.loss_cls: 0.5711, d1.loss_bbox: 0.3034 d2.loss_cls: 0.5745, d2.loss_bbox: 0.4580 d3.loss_cls: 0.5923, d3.loss_bbox: 0.5307 d4.loss_cls: 0.3977, d4.loss_bbox: 0.3080, loss: 4.2086, grad_norm: 51.4595
2024-03-24 20:30:07,849 - my_logger - INFO - 2024-03-30 11:43:02,000 - mmdet - INFO - Epoch [58][450/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4184, loss_bbox: 0.5639, d0.loss_cls: 0.5865, d0.loss_bbox: 0.4793 d1.loss_cls: 0.5538, d1.loss_bbox: 0.5451 d2.loss_cls: 0.4276, d2.loss_bbox: 0.3298 d3.loss_cls: 0.5239, d3.loss_bbox: 0.3530 d4.loss_cls: 0.5884, d4.loss_bbox: 0.4972, loss: 4.0870, grad_norm: 57.6447
2024-03-24 20:30:07,850 - my_logger - INFO - 2024-03-30 11:45:02,000 - mmdet - INFO - Epoch [58][500/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4249, loss_bbox: 0.4763, d0.loss_cls: 0.5316, d0.loss_bbox: 0.3951 d1.loss_cls: 0.4489, d1.loss_bbox: 0.4010 d2.loss_cls: 0.5815, d2.loss_bbox: 0.5993 d3.loss_cls: 0.5830, d3.loss_bbox: 0.3265 d4.loss_cls: 0.4870, d4.loss_bbox: 0.5953, loss: 4.4978, grad_norm: 53.4893
2024-03-24 20:30:07,850 - my_logger - INFO - 2024-03-30 11:47:02,000 - mmdet - INFO - Epoch [58][550/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2893, loss_bbox: 0.5831, d0.loss_cls: 0.4153, d0.loss_bbox: 0.3292 d1.loss_cls: 0.5728, d1.loss_bbox: 0.3327 d2.loss_cls: 0.5953, d2.loss_bbox: 0.5011 d3.loss_cls: 0.5849, d3.loss_bbox: 0.5292 d4.loss_cls: 0.5172, d4.loss_bbox: 0.3929, loss: 4.0737, grad_norm: 52.8670
2024-03-24 20:30:07,851 - my_logger - INFO - 2024-03-30 11:49:02,000 - mmdet - INFO - Epoch [58][600/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.5660, loss_bbox: 0.4363, d0.loss_cls: 0.4971, d0.loss_bbox: 0.4283 d1.loss_cls: 0.4220, d1.loss_bbox: 0.3364 d2.loss_cls: 0.4872, d2.loss_bbox: 0.3195 d3.loss_cls: 0.4261, d3.loss_bbox: 0.4720 d4.loss_cls: 0.4627, d4.loss_bbox: 0.4488, loss: 3.9765, grad_norm: 51.2827
2024-03-24 20:30:07,851 - my_logger - INFO - 2024-03-30 11:51:02,000 - mmdet - INFO - Epoch [58][650/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5855, loss_bbox: 0.3431, d0.loss_cls: 0.4343, d0.loss_bbox: 0.3748 d1.loss_cls: 0.5597, d1.loss_bbox: 0.3328 d2.loss_cls: 0.5243, d2.loss_bbox: 0.3287 d3.loss_cls: 0.5878, d3.loss_bbox: 0.3113 d4.loss_cls: 0.3972, d4.loss_bbox: 0.3660, loss: 4.7101, grad_norm: 57.9995
2024-03-24 20:30:07,851 - my_logger - INFO - 2024-03-30 11:53:02,000 - mmdet - INFO - Epoch [58][700/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5263, loss_bbox: 0.3409, d0.loss_cls: 0.3604, d0.loss_bbox: 0.4697 d1.loss_cls: 0.5943, d1.loss_bbox: 0.5569 d2.loss_cls: 0.5707, d2.loss_bbox: 0.5959 d3.loss_cls: 0.4698, d3.loss_bbox: 0.3532 d4.loss_cls: 0.5929, d4.loss_bbox: 0.5066, loss: 4.1255, grad_norm: 51.7914
2024-03-24 20:30:07,852 - my_logger - INFO - 2024-03-30 11:55:02,000 - mmdet - INFO - Epoch [58][750/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5680, loss_bbox: 0.5551, d0.loss_cls: 0.3002, d0.loss_bbox: 0.3321 d1.loss_cls: 0.5008, d1.loss_bbox: 0.4975 d2.loss_cls: 0.4497, d2.loss_bbox: 0.3580 d3.loss_cls: 0.4833, d3.loss_bbox: 0.5509 d4.loss_cls: 0.5075, d4.loss_bbox: 0.5669, loss: 4.2301, grad_norm: 57.5689
2024-03-24 20:30:07,852 - my_logger - INFO - 2024-03-30 11:57:02,000 - mmdet - INFO - Epoch [58][800/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3789, loss_bbox: 0.5105, d0.loss_cls: 0.4362, d0.loss_bbox: 0.4848 d1.loss_cls: 0.5547, d1.loss_bbox: 0.5949 d2.loss_cls: 0.4915, d2.loss_bbox: 0.3327 d3.loss_cls: 0.4911, d3.loss_bbox: 0.4301 d4.loss_cls: 0.3451, d4.loss_bbox: 0.5324, loss: 4.7217, grad_norm: 53.6290
2024-03-24 20:30:07,852 - my_logger - INFO - 2024-03-30 11:59:02,000 - mmdet - INFO - Epoch [58][850/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3925, loss_bbox: 0.5668, d0.loss_cls: 0.5335, d0.loss_bbox: 0.4111 d1.loss_cls: 0.4030, d1.loss_bbox: 0.4430 d2.loss_cls: 0.3436, d2.loss_bbox: 0.5820 d3.loss_cls: 0.5629, d3.loss_bbox: 0.3207 d4.loss_cls: 0.4882, d4.loss_bbox: 0.4529, loss: 3.9272, grad_norm: 59.3701
2024-03-24 20:30:07,853 - my_logger - INFO - 2024-03-30 12:01:02,000 - mmdet - INFO - Epoch [58][900/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4893, loss_bbox: 0.5149, d0.loss_cls: 0.4171, d0.loss_bbox: 0.3113 d1.loss_cls: 0.3814, d1.loss_bbox: 0.4301 d2.loss_cls: 0.4493, d2.loss_bbox: 0.3999 d3.loss_cls: 0.4829, d3.loss_bbox: 0.5942 d4.loss_cls: 0.5877, d4.loss_bbox: 0.5587, loss: 4.7017, grad_norm: 56.3251
2024-03-24 20:30:07,853 - my_logger - INFO - 2024-03-30 12:03:02,000 - mmdet - INFO - Epoch [58][950/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5784, loss_bbox: 0.4656, d0.loss_cls: 0.3358, d0.loss_bbox: 0.4043 d1.loss_cls: 0.5473, d1.loss_bbox: 0.3864 d2.loss_cls: 0.4606, d2.loss_bbox: 0.3780 d3.loss_cls: 0.3342, d3.loss_bbox: 0.3313 d4.loss_cls: 0.4175, d4.loss_bbox: 0.4404, loss: 4.8262, grad_norm: 56.9410
2024-03-24 20:30:07,853 - my_logger - INFO - 2024-03-30 12:05:02,000 - mmdet - INFO - Epoch [58][1000/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4640, loss_bbox: 0.3565, d0.loss_cls: 0.5100, d0.loss_bbox: 0.3817 d1.loss_cls: 0.4233, d1.loss_bbox: 0.3021 d2.loss_cls: 0.5548, d2.loss_bbox: 0.5662 d3.loss_cls: 0.3246, d3.loss_bbox: 0.4747 d4.loss_cls: 0.5177, d4.loss_bbox: 0.3814, loss: 4.8300, grad_norm: 59.6943
2024-03-24 20:30:07,854 - my_logger - INFO - 2024-03-30 12:07:02,000 - mmdet - INFO - Epoch [58][1050/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3583, loss_bbox: 0.5767, d0.loss_cls: 0.4185, d0.loss_bbox: 0.4937 d1.loss_cls: 0.3263, d1.loss_bbox: 0.3245 d2.loss_cls: 0.4390, d2.loss_bbox: 0.3232 d3.loss_cls: 0.4104, d3.loss_bbox: 0.5296 d4.loss_cls: 0.3349, d4.loss_bbox: 0.5051, loss: 4.7018, grad_norm: 54.9594
2024-03-24 20:30:07,854 - my_logger - INFO - 2024-03-30 12:09:02,000 - mmdet - INFO - Epoch [58][1100/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4246, loss_bbox: 0.3323, d0.loss_cls: 0.5350, d0.loss_bbox: 0.3683 d1.loss_cls: 0.3411, d1.loss_bbox: 0.5601 d2.loss_cls: 0.3809, d2.loss_bbox: 0.5268 d3.loss_cls: 0.4448, d3.loss_bbox: 0.3475 d4.loss_cls: 0.5055, d4.loss_bbox: 0.5791, loss: 4.4607, grad_norm: 52.1544
2024-03-24 20:30:07,854 - my_logger - INFO - 2024-03-30 12:11:02,000 - mmdet - INFO - Epoch [58][1150/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2925, loss_bbox: 0.3782, d0.loss_cls: 0.3507, d0.loss_bbox: 0.3238 d1.loss_cls: 0.5793, d1.loss_bbox: 0.5748 d2.loss_cls: 0.5277, d2.loss_bbox: 0.5057 d3.loss_cls: 0.3556, d3.loss_bbox: 0.3544 d4.loss_cls: 0.3997, d4.loss_bbox: 0.3468, loss: 3.6667, grad_norm: 50.3220
2024-03-24 20:30:07,855 - my_logger - INFO - 2024-03-30 12:13:02,000 - mmdet - INFO - Epoch [58][1200/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3579, loss_bbox: 0.5971, d0.loss_cls: 0.4280, d0.loss_bbox: 0.3304 d1.loss_cls: 0.3690, d1.loss_bbox: 0.3492 d2.loss_cls: 0.4297, d2.loss_bbox: 0.4531 d3.loss_cls: 0.3565, d3.loss_bbox: 0.4787 d4.loss_cls: 0.4367, d4.loss_bbox: 0.3378, loss: 4.1360, grad_norm: 57.7396
2024-03-24 20:30:07,855 - my_logger - INFO - 2024-03-30 12:15:02,000 - mmdet - INFO - Epoch [58][1250/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3775, loss_bbox: 0.4064, d0.loss_cls: 0.3513, d0.loss_bbox: 0.4069 d1.loss_cls: 0.5419, d1.loss_bbox: 0.4865 d2.loss_cls: 0.3704, d2.loss_bbox: 0.4362 d3.loss_cls: 0.4196, d3.loss_bbox: 0.5183 d4.loss_cls: 0.3663, d4.loss_bbox: 0.4712, loss: 4.3397, grad_norm: 59.0522
2024-03-24 20:30:07,856 - my_logger - INFO - 2024-03-30 12:17:02,000 - mmdet - INFO - Epoch [58][1300/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.2647, loss_bbox: 0.3362, d0.loss_cls: 0.4963, d0.loss_bbox: 0.4161 d1.loss_cls: 0.3155, d1.loss_bbox: 0.4775 d2.loss_cls: 0.3963, d2.loss_bbox: 0.4064 d3.loss_cls: 0.5120, d3.loss_bbox: 0.5118 d4.loss_cls: 0.3679, d4.loss_bbox: 0.4339, loss: 3.8039, grad_norm: 58.5275
2024-03-24 20:30:07,856 - my_logger - INFO - 2024-03-30 12:19:02,000 - mmdet - INFO - Epoch [58][1350/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5113, loss_bbox: 0.5559, d0.loss_cls: 0.4655, d0.loss_bbox: 0.4591 d1.loss_cls: 0.3320, d1.loss_bbox: 0.3840 d2.loss_cls: 0.4952, d2.loss_bbox: 0.4776 d3.loss_cls: 0.5590, d3.loss_bbox: 0.5716 d4.loss_cls: 0.5916, d4.loss_bbox: 0.3021, loss: 4.1263, grad_norm: 50.0086
2024-03-24 20:30:07,856 - my_logger - INFO - 2024-03-30 12:21:02,000 - mmdet - INFO - Epoch [58][1400/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5535, loss_bbox: 0.5754, d0.loss_cls: 0.4796, d0.loss_bbox: 0.3704 d1.loss_cls: 0.5527, d1.loss_bbox: 0.3651 d2.loss_cls: 0.3224, d2.loss_bbox: 0.3629 d3.loss_cls: 0.3311, d3.loss_bbox: 0.3513 d4.loss_cls: 0.4062, d4.loss_bbox: 0.4082, loss: 4.9193, grad_norm: 55.4737
2024-03-24 20:30:07,857 - my_logger - INFO - 2024-03-30 12:23:02,000 - mmdet - INFO - Epoch [58][1450/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.3878, loss_bbox: 0.4981, d0.loss_cls: 0.5729, d0.loss_bbox: 0.4729 d1.loss_cls: 0.4409, d1.loss_bbox: 0.3938 d2.loss_cls: 0.5494, d2.loss_bbox: 0.5878 d3.loss_cls: 0.4848, d3.loss_bbox: 0.5839 d4.loss_cls: 0.3855, d4.loss_bbox: 0.4754, loss: 3.7341, grad_norm: 58.6540
2024-03-24 20:30:07,857 - my_logger - INFO - 2024-03-30 12:25:02,000 - mmdet - INFO - Epoch [58][1500/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3327, loss_bbox: 0.3997, d0.loss_cls: 0.4766, d0.loss_bbox: 0.5555 d1.loss_cls: 0.5647, d1.loss_bbox: 0.3739 d2.loss_cls: 0.4569, d2.loss_bbox: 0.4308 d3.loss_cls: 0.3545, d3.loss_bbox: 0.5382 d4.loss_cls: 0.5073, d4.loss_bbox: 0.5735, loss: 4.1366, grad_norm: 59.4754
2024-03-24 20:30:07,857 - my_logger - INFO - 2024-03-30 12:27:02,000 - mmdet - INFO - Epoch [58][1550/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3163, loss_bbox: 0.4842, d0.loss_cls: 0.5619, d0.loss_bbox: 0.3554 d1.loss_cls: 0.4482, d1.loss_bbox: 0.4887 d2.loss_cls: 0.5925, d2.loss_bbox: 0.5092 d3.loss_cls: 0.4773, d3.loss_bbox: 0.5367 d4.loss_cls: 0.5156, d4.loss_bbox: 0.4996, loss: 4.3610, grad_norm: 57.2781
2024-03-24 20:30:07,858 - my_logger - INFO - 2024-03-30 12:29:02,000 - mmdet - INFO - Epoch [58][1600/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4133, loss_bbox: 0.3770, d0.loss_cls: 0.3833, d0.loss_bbox: 0.5038 d1.loss_cls: 0.3229, d1.loss_bbox: 0.4783 d2.loss_cls: 0.4137, d2.loss_bbox: 0.4356 d3.loss_cls: 0.3060, d3.loss_bbox: 0.4399 d4.loss_cls: 0.3288, d4.loss_bbox: 0.4947, loss: 3.9539, grad_norm: 53.9021
2024-03-24 20:30:07,858 - my_logger - INFO - 2024-03-30 12:31:02,000 - mmdet - INFO - Epoch [58][1650/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4070, loss_bbox: 0.4899, d0.loss_cls: 0.4297, d0.loss_bbox: 0.4521 d1.loss_cls: 0.5956, d1.loss_bbox: 0.5360 d2.loss_cls: 0.4719, d2.loss_bbox: 0.3437 d3.loss_cls: 0.5911, d3.loss_bbox: 0.3439 d4.loss_cls: 0.5157, d4.loss_bbox: 0.3460, loss: 4.8416, grad_norm: 58.7059
2024-03-24 20:30:07,858 - my_logger - INFO - 2024-03-30 12:33:02,000 - mmdet - INFO - Epoch [58][1700/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5944, loss_bbox: 0.3556, d0.loss_cls: 0.3363, d0.loss_bbox: 0.3648 d1.loss_cls: 0.5462, d1.loss_bbox: 0.4834 d2.loss_cls: 0.5086, d2.loss_bbox: 0.5784 d3.loss_cls: 0.5097, d3.loss_bbox: 0.4128 d4.loss_cls: 0.3095, d4.loss_bbox: 0.5342, loss: 4.1954, grad_norm: 56.0987
2024-03-24 20:30:07,859 - my_logger - INFO - 2024-03-30 12:35:02,000 - mmdet - INFO - Epoch [58][1750/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3026, loss_bbox: 0.4298, d0.loss_cls: 0.3186, d0.loss_bbox: 0.3344 d1.loss_cls: 0.6000, d1.loss_bbox: 0.3042 d2.loss_cls: 0.5603, d2.loss_bbox: 0.4621 d3.loss_cls: 0.3403, d3.loss_bbox: 0.4808 d4.loss_cls: 0.3544, d4.loss_bbox: 0.3425, loss: 3.7263, grad_norm: 52.3550
2024-03-24 20:30:07,859 - my_logger - INFO - 2024-03-30 12:37:02,000 - mmdet - INFO - Epoch [58][1800/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2592, loss_bbox: 0.4491, d0.loss_cls: 0.5411, d0.loss_bbox: 0.5549 d1.loss_cls: 0.3388, d1.loss_bbox: 0.5495 d2.loss_cls: 0.3119, d2.loss_bbox: 0.4392 d3.loss_cls: 0.5663, d3.loss_bbox: 0.5640 d4.loss_cls: 0.5985, d4.loss_bbox: 0.5800, loss: 3.6718, grad_norm: 53.1360
2024-03-24 20:30:07,860 - my_logger - INFO - 2024-03-30 12:39:02,000 - mmdet - INFO - Epoch [58][1850/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.2578, loss_bbox: 0.3078, d0.loss_cls: 0.4868, d0.loss_bbox: 0.5383 d1.loss_cls: 0.4486, d1.loss_bbox: 0.5566 d2.loss_cls: 0.4589, d2.loss_bbox: 0.4067 d3.loss_cls: 0.4266, d3.loss_bbox: 0.4891 d4.loss_cls: 0.4346, d4.loss_bbox: 0.5968, loss: 3.6965, grad_norm: 56.6944
2024-03-24 20:30:07,860 - my_logger - INFO - 2024-03-30 12:41:02,000 - mmdet - INFO - Epoch [58][1900/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3653, loss_bbox: 0.3340, d0.loss_cls: 0.3383, d0.loss_bbox: 0.5591 d1.loss_cls: 0.4344, d1.loss_bbox: 0.5496 d2.loss_cls: 0.5127, d2.loss_bbox: 0.5269 d3.loss_cls: 0.4166, d3.loss_bbox: 0.4282 d4.loss_cls: 0.3245, d4.loss_bbox: 0.4073, loss: 4.7691, grad_norm: 52.1335
2024-03-24 20:30:07,861 - my_logger - INFO - 2024-03-30 12:43:02,000 - mmdet - INFO - Epoch [58][1950/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3119, loss_bbox: 0.5000, d0.loss_cls: 0.3701, d0.loss_bbox: 0.5154 d1.loss_cls: 0.4345, d1.loss_bbox: 0.5155 d2.loss_cls: 0.3453, d2.loss_bbox: 0.3542 d3.loss_cls: 0.4327, d3.loss_bbox: 0.3362 d4.loss_cls: 0.3027, d4.loss_bbox: 0.5465, loss: 4.2432, grad_norm: 55.5706
2024-03-24 20:30:07,867 - my_logger - INFO - 2024-03-30 12:45:02,000 - mmdet - INFO - Epoch [58][2000/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.5371, loss_bbox: 0.4460, d0.loss_cls: 0.3332, d0.loss_bbox: 0.3359 d1.loss_cls: 0.4144, d1.loss_bbox: 0.5729 d2.loss_cls: 0.5941, d2.loss_bbox: 0.3305 d3.loss_cls: 0.3590, d3.loss_bbox: 0.3276 d4.loss_cls: 0.4469, d4.loss_bbox: 0.4485, loss: 4.0080, grad_norm: 56.2961
2024-03-24 20:30:07,868 - my_logger - INFO - 2024-03-30 12:47:02,000 - mmdet - INFO - Epoch [58][2050/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.5093, loss_bbox: 0.4015, d0.loss_cls: 0.3971, d0.loss_bbox: 0.4375 d1.loss_cls: 0.5798, d1.loss_bbox: 0.4219 d2.loss_cls: 0.5956, d2.loss_bbox: 0.3877 d3.loss_cls: 0.3023, d3.loss_bbox: 0.4952 d4.loss_cls: 0.4846, d4.loss_bbox: 0.3316, loss: 4.2174, grad_norm: 58.1544
2024-03-24 20:30:07,868 - my_logger - INFO - 2024-03-30 12:49:02,000 - mmdet - INFO - Epoch [58][2100/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4479, loss_bbox: 0.5033, d0.loss_cls: 0.4620, d0.loss_bbox: 0.4455 d1.loss_cls: 0.4948, d1.loss_bbox: 0.3977 d2.loss_cls: 0.3958, d2.loss_bbox: 0.4672 d3.loss_cls: 0.5894, d3.loss_bbox: 0.5619 d4.loss_cls: 0.3810, d4.loss_bbox: 0.4775, loss: 4.5650, grad_norm: 59.5325
2024-03-24 20:30:07,868 - my_logger - INFO - 2024-03-30 12:51:02,000 - mmdet - INFO - Epoch [58][2150/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4061, loss_bbox: 0.5616, d0.loss_cls: 0.4009, d0.loss_bbox: 0.4843 d1.loss_cls: 0.4219, d1.loss_bbox: 0.4968 d2.loss_cls: 0.5783, d2.loss_bbox: 0.4493 d3.loss_cls: 0.3788, d3.loss_bbox: 0.5761 d4.loss_cls: 0.5673, d4.loss_bbox: 0.4140, loss: 4.2679, grad_norm: 52.1708
2024-03-24 20:30:07,869 - my_logger - INFO - 2024-03-30 12:53:02,000 - mmdet - INFO - Epoch [58][2200/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3217, loss_bbox: 0.4835, d0.loss_cls: 0.4552, d0.loss_bbox: 0.5150 d1.loss_cls: 0.4995, d1.loss_bbox: 0.3227 d2.loss_cls: 0.3965, d2.loss_bbox: 0.3318 d3.loss_cls: 0.5563, d3.loss_bbox: 0.3504 d4.loss_cls: 0.3042, d4.loss_bbox: 0.5769, loss: 4.2041, grad_norm: 52.3181
2024-03-24 20:30:07,869 - my_logger - INFO - 2024-03-30 12:55:02,000 - mmdet - INFO - Epoch [58][2250/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4078, loss_bbox: 0.3629, d0.loss_cls: 0.4135, d0.loss_bbox: 0.5700 d1.loss_cls: 0.3620, d1.loss_bbox: 0.5990 d2.loss_cls: 0.3075, d2.loss_bbox: 0.4617 d3.loss_cls: 0.3500, d3.loss_bbox: 0.3669 d4.loss_cls: 0.5172, d4.loss_bbox: 0.4690, loss: 4.2013, grad_norm: 53.9721
2024-03-24 20:30:07,870 - my_logger - INFO - 2024-03-30 12:57:02,000 - mmdet - INFO - Epoch [58][2300/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3760, loss_bbox: 0.5654, d0.loss_cls: 0.5999, d0.loss_bbox: 0.3721 d1.loss_cls: 0.5600, d1.loss_bbox: 0.5461 d2.loss_cls: 0.3749, d2.loss_bbox: 0.3489 d3.loss_cls: 0.4282, d3.loss_bbox: 0.3329 d4.loss_cls: 0.5212, d4.loss_bbox: 0.4582, loss: 4.7663, grad_norm: 59.9209
2024-03-24 20:30:07,870 - my_logger - INFO - 2024-03-30 12:59:02,000 - mmdet - INFO - Epoch [58][2350/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4910, loss_bbox: 0.5544, d0.loss_cls: 0.3593, d0.loss_bbox: 0.3180 d1.loss_cls: 0.5539, d1.loss_bbox: 0.5055 d2.loss_cls: 0.4491, d2.loss_bbox: 0.3949 d3.loss_cls: 0.3712, d3.loss_bbox: 0.4830 d4.loss_cls: 0.5331, d4.loss_bbox: 0.3392, loss: 4.8764, grad_norm: 53.2865
2024-03-24 20:30:07,870 - my_logger - INFO - 2024-03-30 13:01:02,000 - mmdet - INFO - Epoch [58][2400/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.3513, loss_bbox: 0.4597, d0.loss_cls: 0.3089, d0.loss_bbox: 0.3573 d1.loss_cls: 0.3240, d1.loss_bbox: 0.3622 d2.loss_cls: 0.5672, d2.loss_bbox: 0.5674 d3.loss_cls: 0.3208, d3.loss_bbox: 0.5968 d4.loss_cls: 0.5406, d4.loss_bbox: 0.5366, loss: 4.5563, grad_norm: 55.4810
2024-03-24 20:30:07,871 - my_logger - INFO - 2024-03-30 13:03:02,000 - mmdet - INFO - Epoch [58][2450/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5246, loss_bbox: 0.5787, d0.loss_cls: 0.4184, d0.loss_bbox: 0.4757 d1.loss_cls: 0.4846, d1.loss_bbox: 0.3970 d2.loss_cls: 0.4660, d2.loss_bbox: 0.5204 d3.loss_cls: 0.5097, d3.loss_bbox: 0.4578 d4.loss_cls: 0.4369, d4.loss_bbox: 0.4324, loss: 3.8924, grad_norm: 55.9376
2024-03-24 20:30:07,871 - my_logger - INFO - 2024-03-30 13:05:02,000 - mmdet - INFO - Epoch [58][2500/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3214, loss_bbox: 0.5853, d0.loss_cls: 0.4932, d0.loss_bbox: 0.4050 d1.loss_cls: 0.5355, d1.loss_bbox: 0.5218 d2.loss_cls: 0.4248, d2.loss_bbox: 0.5146 d3.loss_cls: 0.5656, d3.loss_bbox: 0.5308 d4.loss_cls: 0.4137, d4.loss_bbox: 0.4205, loss: 3.7992, grad_norm: 57.9576
2024-03-24 20:30:07,871 - my_logger - INFO - 2024-03-30 13:07:02,000 - mmdet - INFO - Epoch [58][2550/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4533, loss_bbox: 0.5384, d0.loss_cls: 0.4557, d0.loss_bbox: 0.5959 d1.loss_cls: 0.5647, d1.loss_bbox: 0.3954 d2.loss_cls: 0.4849, d2.loss_bbox: 0.5302 d3.loss_cls: 0.5107, d3.loss_bbox: 0.3485 d4.loss_cls: 0.5832, d4.loss_bbox: 0.3214, loss: 4.5185, grad_norm: 50.7476
2024-03-24 20:30:07,872 - my_logger - INFO - 2024-03-30 13:09:02,000 - mmdet - INFO - Epoch [58][2600/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4769, loss_bbox: 0.3416, d0.loss_cls: 0.3361, d0.loss_bbox: 0.3719 d1.loss_cls: 0.5125, d1.loss_bbox: 0.5968 d2.loss_cls: 0.3543, d2.loss_bbox: 0.4572 d3.loss_cls: 0.3113, d3.loss_bbox: 0.4260 d4.loss_cls: 0.4912, d4.loss_bbox: 0.5972, loss: 3.5563, grad_norm: 51.7876
2024-03-24 20:30:07,872 - my_logger - INFO - 2024-03-30 13:11:02,000 - mmdet - INFO - Epoch [58][2650/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2733, loss_bbox: 0.3724, d0.loss_cls: 0.4720, d0.loss_bbox: 0.4937 d1.loss_cls: 0.4105, d1.loss_bbox: 0.4010 d2.loss_cls: 0.4711, d2.loss_bbox: 0.4495 d3.loss_cls: 0.5513, d3.loss_bbox: 0.4768 d4.loss_cls: 0.4361, d4.loss_bbox: 0.4421, loss: 3.7292, grad_norm: 50.1391
2024-03-24 20:30:07,873 - my_logger - INFO - 2024-03-30 13:13:02,000 - mmdet - INFO - Epoch [58][2700/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.5145, loss_bbox: 0.3312, d0.loss_cls: 0.4645, d0.loss_bbox: 0.3266 d1.loss_cls: 0.5712, d1.loss_bbox: 0.3455 d2.loss_cls: 0.5708, d2.loss_bbox: 0.3664 d3.loss_cls: 0.3998, d3.loss_bbox: 0.4235 d4.loss_cls: 0.4502, d4.loss_bbox: 0.5036, loss: 4.5783, grad_norm: 58.0801
2024-03-24 20:30:07,873 - my_logger - INFO - 2024-03-30 13:15:02,000 - mmdet - INFO - Epoch [58][2750/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4224, loss_bbox: 0.5762, d0.loss_cls: 0.5591, d0.loss_bbox: 0.4735 d1.loss_cls: 0.4383, d1.loss_bbox: 0.5123 d2.loss_cls: 0.3044, d2.loss_bbox: 0.5764 d3.loss_cls: 0.5387, d3.loss_bbox: 0.5623 d4.loss_cls: 0.3514, d4.loss_bbox: 0.3519, loss: 3.7121, grad_norm: 53.9944
2024-03-24 20:30:07,873 - my_logger - INFO - 2024-03-30 13:17:02,000 - mmdet - INFO - Epoch [58][2800/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.2685, loss_bbox: 0.4852, d0.loss_cls: 0.4686, d0.loss_bbox: 0.4850 d1.loss_cls: 0.5523, d1.loss_bbox: 0.3740 d2.loss_cls: 0.5639, d2.loss_bbox: 0.5819 d3.loss_cls: 0.3374, d3.loss_bbox: 0.3843 d4.loss_cls: 0.4835, d4.loss_bbox: 0.4594, loss: 4.9264, grad_norm: 55.9882
2024-03-24 20:30:07,874 - my_logger - INFO - 2024-03-30 13:19:02,000 - mmdet - INFO - Epoch [58][2850/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5155, loss_bbox: 0.3821, d0.loss_cls: 0.3451, d0.loss_bbox: 0.3867 d1.loss_cls: 0.5424, d1.loss_bbox: 0.4494 d2.loss_cls: 0.4232, d2.loss_bbox: 0.3818 d3.loss_cls: 0.4101, d3.loss_bbox: 0.4319 d4.loss_cls: 0.3137, d4.loss_bbox: 0.4787, loss: 3.6032, grad_norm: 55.4010
2024-03-24 20:30:07,874 - my_logger - INFO - 2024-03-30 13:21:02,000 - mmdet - INFO - Epoch [58][2900/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2930, loss_bbox: 0.5716, d0.loss_cls: 0.5932, d0.loss_bbox: 0.4134 d1.loss_cls: 0.4672, d1.loss_bbox: 0.5939 d2.loss_cls: 0.4839, d2.loss_bbox: 0.4871 d3.loss_cls: 0.3613, d3.loss_bbox: 0.4698 d4.loss_cls: 0.4214, d4.loss_bbox: 0.5914, loss: 3.8476, grad_norm: 56.6710
2024-03-24 20:30:07,874 - my_logger - INFO - 2024-03-30 13:23:02,000 - mmdet - INFO - Epoch [58][2950/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2882, loss_bbox: 0.3299, d0.loss_cls: 0.4430, d0.loss_bbox: 0.3750 d1.loss_cls: 0.3825, d1.loss_bbox: 0.3780 d2.loss_cls: 0.4764, d2.loss_bbox: 0.5341 d3.loss_cls: 0.4007, d3.loss_bbox: 0.3550 d4.loss_cls: 0.5751, d4.loss_bbox: 0.4365, loss: 4.7548, grad_norm: 53.6307
2024-03-24 20:30:07,875 - my_logger - INFO - 2024-03-30 13:25:02,000 - mmdet - INFO - Epoch [58][3000/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4632, loss_bbox: 0.4204, d0.loss_cls: 0.3612, d0.loss_bbox: 0.3320 d1.loss_cls: 0.4713, d1.loss_bbox: 0.4204 d2.loss_cls: 0.4621, d2.loss_bbox: 0.3703 d3.loss_cls: 0.4793, d3.loss_bbox: 0.5892 d4.loss_cls: 0.4394, d4.loss_bbox: 0.4400, loss: 3.5228, grad_norm: 58.2327
2024-03-24 20:30:07,875 - my_logger - INFO - 2024-03-30 13:27:02,000 - mmdet - INFO - Epoch [58][3050/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5017, loss_bbox: 0.5260, d0.loss_cls: 0.3675, d0.loss_bbox: 0.5249 d1.loss_cls: 0.5453, d1.loss_bbox: 0.5683 d2.loss_cls: 0.4229, d2.loss_bbox: 0.4091 d3.loss_cls: 0.3016, d3.loss_bbox: 0.3254 d4.loss_cls: 0.5159, d4.loss_bbox: 0.5290, loss: 3.6635, grad_norm: 53.5468
2024-03-24 20:30:07,875 - my_logger - INFO - 2024-03-30 13:29:02,000 - mmdet - INFO - Epoch [58][3100/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3219, loss_bbox: 0.3689, d0.loss_cls: 0.5403, d0.loss_bbox: 0.4558 d1.loss_cls: 0.4342, d1.loss_bbox: 0.5417 d2.loss_cls: 0.5474, d2.loss_bbox: 0.5859 d3.loss_cls: 0.3049, d3.loss_bbox: 0.4102 d4.loss_cls: 0.4383, d4.loss_bbox: 0.3358, loss: 4.1262, grad_norm: 55.7348
2024-03-24 20:30:07,876 - my_logger - INFO - 2024-03-30 13:31:02,000 - mmdet - INFO - Epoch [58][3150/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2579, loss_bbox: 0.5056, d0.loss_cls: 0.4729, d0.loss_bbox: 0.5804 d1.loss_cls: 0.5546, d1.loss_bbox: 0.3434 d2.loss_cls: 0.3009, d2.loss_bbox: 0.5209 d3.loss_cls: 0.5848, d3.loss_bbox: 0.5343 d4.loss_cls: 0.4863, d4.loss_bbox: 0.3856, loss: 4.2501, grad_norm: 56.6217
2024-03-24 20:30:07,876 - my_logger - INFO - 2024-03-30 13:33:02,000 - mmdet - INFO - Epoch [58][3200/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5580, loss_bbox: 0.3871, d0.loss_cls: 0.4294, d0.loss_bbox: 0.3761 d1.loss_cls: 0.3516, d1.loss_bbox: 0.3556 d2.loss_cls: 0.5678, d2.loss_bbox: 0.5027 d3.loss_cls: 0.3129, d3.loss_bbox: 0.4175 d4.loss_cls: 0.4537, d4.loss_bbox: 0.3374, loss: 4.7321, grad_norm: 56.6380
2024-03-24 20:30:07,877 - my_logger - INFO - 2024-03-30 13:35:02,000 - mmdet - INFO - Epoch [58][3250/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.3942, loss_bbox: 0.5371, d0.loss_cls: 0.5999, d0.loss_bbox: 0.3107 d1.loss_cls: 0.5547, d1.loss_bbox: 0.4924 d2.loss_cls: 0.5912, d2.loss_bbox: 0.3165 d3.loss_cls: 0.4378, d3.loss_bbox: 0.3442 d4.loss_cls: 0.4230, d4.loss_bbox: 0.5239, loss: 4.1978, grad_norm: 57.8815
2024-03-24 20:30:07,884 - my_logger - INFO - 2024-03-30 13:37:02,000 - mmdet - INFO - Epoch [58][3300/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2543, loss_bbox: 0.5425, d0.loss_cls: 0.4377, d0.loss_bbox: 0.3949 d1.loss_cls: 0.4432, d1.loss_bbox: 0.5792 d2.loss_cls: 0.4336, d2.loss_bbox: 0.5850 d3.loss_cls: 0.3453, d3.loss_bbox: 0.3072 d4.loss_cls: 0.5043, d4.loss_bbox: 0.4327, loss: 4.5697, grad_norm: 54.1041
2024-03-24 20:30:07,887 - my_logger - INFO - 2024-03-30 13:39:02,000 - mmdet - INFO - Epoch [58][3350/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5703, loss_bbox: 0.4380, d0.loss_cls: 0.3899, d0.loss_bbox: 0.3306 d1.loss_cls: 0.4759, d1.loss_bbox: 0.5249 d2.loss_cls: 0.4902, d2.loss_bbox: 0.4771 d3.loss_cls: 0.5903, d3.loss_bbox: 0.5454 d4.loss_cls: 0.3149, d4.loss_bbox: 0.4929, loss: 3.7037, grad_norm: 53.6916
2024-03-24 20:30:07,888 - my_logger - INFO - 2024-03-30 13:41:02,000 - mmdet - INFO - Epoch [58][3400/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.2695, loss_bbox: 0.5736, d0.loss_cls: 0.4458, d0.loss_bbox: 0.4928 d1.loss_cls: 0.4692, d1.loss_bbox: 0.5803 d2.loss_cls: 0.3413, d2.loss_bbox: 0.3191 d3.loss_cls: 0.5583, d3.loss_bbox: 0.5015 d4.loss_cls: 0.4271, d4.loss_bbox: 0.3554, loss: 3.5970, grad_norm: 50.8017
2024-03-24 20:30:07,888 - my_logger - INFO - 2024-03-30 13:43:02,000 - mmdet - INFO - Epoch [58][3450/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3206, loss_bbox: 0.5556, d0.loss_cls: 0.4454, d0.loss_bbox: 0.3312 d1.loss_cls: 0.5951, d1.loss_bbox: 0.3929 d2.loss_cls: 0.5034, d2.loss_bbox: 0.5541 d3.loss_cls: 0.4907, d3.loss_bbox: 0.3375 d4.loss_cls: 0.4114, d4.loss_bbox: 0.3844, loss: 4.3091, grad_norm: 50.7445
2024-03-24 20:30:07,889 - my_logger - INFO - 2024-03-30 13:45:02,000 - mmdet - INFO - Epoch [58][3500/3517][Batch size: 50]	lr: 3.012e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3858, loss_bbox: 0.3097, d0.loss_cls: 0.5283, d0.loss_bbox: 0.3484 d1.loss_cls: 0.4304, d1.loss_bbox: 0.4910 d2.loss_cls: 0.5808, d2.loss_bbox: 0.4480 d3.loss_cls: 0.4395, d3.loss_bbox: 0.4644 d4.loss_cls: 0.3395, d4.loss_bbox: 0.5960, loss: 4.0720, grad_norm: 54.5856
2024-03-24 20:30:07,889 - my_logger - INFO - 2024-03-30 13:47:02,000 - mmdet - INFO - Epoch [59][0/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2749, loss_bbox: 0.3180, d0.loss_cls: 0.4506, d0.loss_bbox: 0.5755 d1.loss_cls: 0.3038, d1.loss_bbox: 0.5270 d2.loss_cls: 0.5949, d2.loss_bbox: 0.3418 d3.loss_cls: 0.4449, d3.loss_bbox: 0.5016 d4.loss_cls: 0.4672, d4.loss_bbox: 0.5901, loss: 3.7707, grad_norm: 57.8836
2024-03-24 20:30:07,889 - my_logger - INFO - 2024-03-30 13:49:02,000 - mmdet - INFO - Epoch [59][50/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5738, loss_bbox: 0.3111, d0.loss_cls: 0.5911, d0.loss_bbox: 0.4753 d1.loss_cls: 0.5259, d1.loss_bbox: 0.3546 d2.loss_cls: 0.4211, d2.loss_bbox: 0.4670 d3.loss_cls: 0.5665, d3.loss_bbox: 0.4277 d4.loss_cls: 0.5890, d4.loss_bbox: 0.4948, loss: 3.8999, grad_norm: 50.8299
2024-03-24 20:30:07,889 - my_logger - INFO - 2024-03-30 13:51:02,000 - mmdet - INFO - Epoch [59][100/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5770, loss_bbox: 0.5574, d0.loss_cls: 0.3052, d0.loss_bbox: 0.5525 d1.loss_cls: 0.3587, d1.loss_bbox: 0.5856 d2.loss_cls: 0.3546, d2.loss_bbox: 0.5708 d3.loss_cls: 0.3849, d3.loss_bbox: 0.4343 d4.loss_cls: 0.5540, d4.loss_bbox: 0.5030, loss: 4.5120, grad_norm: 57.5015
2024-03-24 20:30:07,889 - my_logger - INFO - 2024-03-30 13:53:02,000 - mmdet - INFO - Epoch [59][150/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5712, loss_bbox: 0.3628, d0.loss_cls: 0.3005, d0.loss_bbox: 0.3175 d1.loss_cls: 0.3352, d1.loss_bbox: 0.5413 d2.loss_cls: 0.5153, d2.loss_bbox: 0.4461 d3.loss_cls: 0.5887, d3.loss_bbox: 0.4480 d4.loss_cls: 0.3198, d4.loss_bbox: 0.4826, loss: 4.0448, grad_norm: 57.7582
2024-03-24 20:30:07,890 - my_logger - INFO - 2024-03-30 13:55:02,000 - mmdet - INFO - Epoch [59][200/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4535, loss_bbox: 0.5541, d0.loss_cls: 0.4138, d0.loss_bbox: 0.4596 d1.loss_cls: 0.5272, d1.loss_bbox: 0.4382 d2.loss_cls: 0.3043, d2.loss_bbox: 0.4379 d3.loss_cls: 0.3345, d3.loss_bbox: 0.5665 d4.loss_cls: 0.4227, d4.loss_bbox: 0.3644, loss: 3.7925, grad_norm: 53.6318
2024-03-24 20:30:07,890 - my_logger - INFO - 2024-03-30 13:57:02,000 - mmdet - INFO - Epoch [59][250/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3175, loss_bbox: 0.4872, d0.loss_cls: 0.3064, d0.loss_bbox: 0.4184 d1.loss_cls: 0.4429, d1.loss_bbox: 0.3185 d2.loss_cls: 0.4037, d2.loss_bbox: 0.3037 d3.loss_cls: 0.3560, d3.loss_bbox: 0.3942 d4.loss_cls: 0.4102, d4.loss_bbox: 0.4065, loss: 4.9530, grad_norm: 57.3860
2024-03-24 20:30:07,891 - my_logger - INFO - 2024-03-30 13:59:02,000 - mmdet - INFO - Epoch [59][300/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3351, loss_bbox: 0.5234, d0.loss_cls: 0.3497, d0.loss_bbox: 0.3512 d1.loss_cls: 0.3290, d1.loss_bbox: 0.4323 d2.loss_cls: 0.4593, d2.loss_bbox: 0.5803 d3.loss_cls: 0.5261, d3.loss_bbox: 0.4646 d4.loss_cls: 0.5262, d4.loss_bbox: 0.4869, loss: 3.9824, grad_norm: 50.4547
2024-03-24 20:30:07,891 - my_logger - INFO - 2024-03-30 14:01:02,000 - mmdet - INFO - Epoch [59][350/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5536, loss_bbox: 0.4766, d0.loss_cls: 0.5075, d0.loss_bbox: 0.4422 d1.loss_cls: 0.5857, d1.loss_bbox: 0.3543 d2.loss_cls: 0.5141, d2.loss_bbox: 0.4405 d3.loss_cls: 0.4084, d3.loss_bbox: 0.3781 d4.loss_cls: 0.5710, d4.loss_bbox: 0.4988, loss: 4.1690, grad_norm: 52.3853
2024-03-24 20:30:07,891 - my_logger - INFO - 2024-03-30 14:03:02,000 - mmdet - INFO - Epoch [59][400/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2736, loss_bbox: 0.3876, d0.loss_cls: 0.3512, d0.loss_bbox: 0.4687 d1.loss_cls: 0.5206, d1.loss_bbox: 0.5625 d2.loss_cls: 0.3859, d2.loss_bbox: 0.5544 d3.loss_cls: 0.3743, d3.loss_bbox: 0.5582 d4.loss_cls: 0.3219, d4.loss_bbox: 0.4803, loss: 4.9237, grad_norm: 54.2931
2024-03-24 20:30:07,892 - my_logger - INFO - 2024-03-30 14:05:02,000 - mmdet - INFO - Epoch [59][450/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5325, loss_bbox: 0.4388, d0.loss_cls: 0.4876, d0.loss_bbox: 0.3404 d1.loss_cls: 0.4016, d1.loss_bbox: 0.3269 d2.loss_cls: 0.3260, d2.loss_bbox: 0.4369 d3.loss_cls: 0.4019, d3.loss_bbox: 0.3169 d4.loss_cls: 0.3587, d4.loss_bbox: 0.4810, loss: 4.6534, grad_norm: 51.4135
2024-03-24 20:30:07,892 - my_logger - INFO - 2024-03-30 14:07:02,000 - mmdet - INFO - Epoch [59][500/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3354, loss_bbox: 0.5648, d0.loss_cls: 0.5434, d0.loss_bbox: 0.5626 d1.loss_cls: 0.5073, d1.loss_bbox: 0.5793 d2.loss_cls: 0.3850, d2.loss_bbox: 0.4987 d3.loss_cls: 0.4557, d3.loss_bbox: 0.4349 d4.loss_cls: 0.4430, d4.loss_bbox: 0.3081, loss: 4.1771, grad_norm: 55.4993
2024-03-24 20:30:07,893 - my_logger - INFO - 2024-03-30 14:09:02,000 - mmdet - INFO - Epoch [59][550/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4022, loss_bbox: 0.5918, d0.loss_cls: 0.4515, d0.loss_bbox: 0.3515 d1.loss_cls: 0.3822, d1.loss_bbox: 0.3593 d2.loss_cls: 0.3626, d2.loss_bbox: 0.4309 d3.loss_cls: 0.4898, d3.loss_bbox: 0.5931 d4.loss_cls: 0.5696, d4.loss_bbox: 0.5578, loss: 4.4269, grad_norm: 55.6820
2024-03-24 20:30:07,893 - my_logger - INFO - 2024-03-30 14:11:02,000 - mmdet - INFO - Epoch [59][600/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5670, loss_bbox: 0.4345, d0.loss_cls: 0.3474, d0.loss_bbox: 0.4076 d1.loss_cls: 0.3856, d1.loss_bbox: 0.5622 d2.loss_cls: 0.4031, d2.loss_bbox: 0.5814 d3.loss_cls: 0.5456, d3.loss_bbox: 0.3347 d4.loss_cls: 0.4473, d4.loss_bbox: 0.5808, loss: 3.7197, grad_norm: 51.8557
2024-03-24 20:30:07,894 - my_logger - INFO - 2024-03-30 14:13:02,000 - mmdet - INFO - Epoch [59][650/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3036, loss_bbox: 0.4027, d0.loss_cls: 0.5675, d0.loss_bbox: 0.5936 d1.loss_cls: 0.3232, d1.loss_bbox: 0.3702 d2.loss_cls: 0.5042, d2.loss_bbox: 0.3823 d3.loss_cls: 0.3127, d3.loss_bbox: 0.5559 d4.loss_cls: 0.3272, d4.loss_bbox: 0.5116, loss: 3.7117, grad_norm: 52.8284
2024-03-24 20:30:07,894 - my_logger - INFO - 2024-03-30 14:15:02,000 - mmdet - INFO - Epoch [59][700/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.5812, loss_bbox: 0.4232, d0.loss_cls: 0.4829, d0.loss_bbox: 0.4011 d1.loss_cls: 0.5289, d1.loss_bbox: 0.5721 d2.loss_cls: 0.5902, d2.loss_bbox: 0.5672 d3.loss_cls: 0.4411, d3.loss_bbox: 0.4887 d4.loss_cls: 0.3438, d4.loss_bbox: 0.4123, loss: 3.9409, grad_norm: 57.8368
2024-03-24 20:30:07,895 - my_logger - INFO - 2024-03-30 14:17:02,000 - mmdet - INFO - Epoch [59][750/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2757, loss_bbox: 0.3967, d0.loss_cls: 0.3219, d0.loss_bbox: 0.3794 d1.loss_cls: 0.4510, d1.loss_bbox: 0.4974 d2.loss_cls: 0.5631, d2.loss_bbox: 0.5670 d3.loss_cls: 0.3737, d3.loss_bbox: 0.5259 d4.loss_cls: 0.3449, d4.loss_bbox: 0.5166, loss: 4.4599, grad_norm: 56.4361
2024-03-24 20:30:07,895 - my_logger - INFO - 2024-03-30 14:19:02,000 - mmdet - INFO - Epoch [59][800/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4476, loss_bbox: 0.5952, d0.loss_cls: 0.3190, d0.loss_bbox: 0.5461 d1.loss_cls: 0.3314, d1.loss_bbox: 0.3873 d2.loss_cls: 0.5108, d2.loss_bbox: 0.5850 d3.loss_cls: 0.5516, d3.loss_bbox: 0.4677 d4.loss_cls: 0.4644, d4.loss_bbox: 0.5862, loss: 3.9183, grad_norm: 52.0830
2024-03-24 20:30:07,895 - my_logger - INFO - 2024-03-30 14:21:02,000 - mmdet - INFO - Epoch [59][850/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.3763, loss_bbox: 0.4406, d0.loss_cls: 0.3958, d0.loss_bbox: 0.5667 d1.loss_cls: 0.3691, d1.loss_bbox: 0.3517 d2.loss_cls: 0.4322, d2.loss_bbox: 0.5348 d3.loss_cls: 0.5516, d3.loss_bbox: 0.3517 d4.loss_cls: 0.3640, d4.loss_bbox: 0.3219, loss: 4.8854, grad_norm: 58.7757
2024-03-24 20:30:07,896 - my_logger - INFO - 2024-03-30 14:23:02,000 - mmdet - INFO - Epoch [59][900/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5687, loss_bbox: 0.3800, d0.loss_cls: 0.4370, d0.loss_bbox: 0.4840 d1.loss_cls: 0.5367, d1.loss_bbox: 0.3074 d2.loss_cls: 0.4197, d2.loss_bbox: 0.3630 d3.loss_cls: 0.5734, d3.loss_bbox: 0.5009 d4.loss_cls: 0.3920, d4.loss_bbox: 0.4579, loss: 4.6237, grad_norm: 54.0337
2024-03-24 20:30:07,896 - my_logger - INFO - 2024-03-30 14:25:02,000 - mmdet - INFO - Epoch [59][950/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3640, loss_bbox: 0.3357, d0.loss_cls: 0.4286, d0.loss_bbox: 0.5489 d1.loss_cls: 0.4088, d1.loss_bbox: 0.3253 d2.loss_cls: 0.4345, d2.loss_bbox: 0.3803 d3.loss_cls: 0.3105, d3.loss_bbox: 0.4042 d4.loss_cls: 0.4775, d4.loss_bbox: 0.4977, loss: 4.3359, grad_norm: 50.5775
2024-03-24 20:30:07,896 - my_logger - INFO - 2024-03-30 14:27:02,000 - mmdet - INFO - Epoch [59][1000/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3619, loss_bbox: 0.3934, d0.loss_cls: 0.3694, d0.loss_bbox: 0.5428 d1.loss_cls: 0.4223, d1.loss_bbox: 0.3524 d2.loss_cls: 0.4876, d2.loss_bbox: 0.5481 d3.loss_cls: 0.4938, d3.loss_bbox: 0.3809 d4.loss_cls: 0.5827, d4.loss_bbox: 0.4221, loss: 4.9673, grad_norm: 52.6959
2024-03-24 20:30:07,897 - my_logger - INFO - 2024-03-30 14:29:02,000 - mmdet - INFO - Epoch [59][1050/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.5927, loss_bbox: 0.3889, d0.loss_cls: 0.4942, d0.loss_bbox: 0.3279 d1.loss_cls: 0.5879, d1.loss_bbox: 0.5807 d2.loss_cls: 0.5684, d2.loss_bbox: 0.5959 d3.loss_cls: 0.4847, d3.loss_bbox: 0.3319 d4.loss_cls: 0.3222, d4.loss_bbox: 0.5586, loss: 3.9941, grad_norm: 54.5161
2024-03-24 20:30:07,897 - my_logger - INFO - 2024-03-30 14:31:02,000 - mmdet - INFO - Epoch [59][1100/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4911, loss_bbox: 0.3053, d0.loss_cls: 0.3904, d0.loss_bbox: 0.5694 d1.loss_cls: 0.4024, d1.loss_bbox: 0.3999 d2.loss_cls: 0.4230, d2.loss_bbox: 0.5672 d3.loss_cls: 0.4075, d3.loss_bbox: 0.4675 d4.loss_cls: 0.4876, d4.loss_bbox: 0.3581, loss: 3.8336, grad_norm: 55.1033
2024-03-24 20:30:07,897 - my_logger - INFO - 2024-03-30 14:33:02,000 - mmdet - INFO - Epoch [59][1150/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4917, loss_bbox: 0.4146, d0.loss_cls: 0.4954, d0.loss_bbox: 0.4912 d1.loss_cls: 0.3486, d1.loss_bbox: 0.3119 d2.loss_cls: 0.4273, d2.loss_bbox: 0.3907 d3.loss_cls: 0.5237, d3.loss_bbox: 0.4094 d4.loss_cls: 0.5403, d4.loss_bbox: 0.3901, loss: 4.7249, grad_norm: 51.1304
2024-03-24 20:30:07,898 - my_logger - INFO - 2024-03-30 14:35:02,000 - mmdet - INFO - Epoch [59][1200/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2794, loss_bbox: 0.3483, d0.loss_cls: 0.5555, d0.loss_bbox: 0.4933 d1.loss_cls: 0.5504, d1.loss_bbox: 0.5224 d2.loss_cls: 0.3101, d2.loss_bbox: 0.5977 d3.loss_cls: 0.5810, d3.loss_bbox: 0.5935 d4.loss_cls: 0.5204, d4.loss_bbox: 0.3942, loss: 3.7195, grad_norm: 53.8463
2024-03-24 20:30:07,898 - my_logger - INFO - 2024-03-30 14:37:02,000 - mmdet - INFO - Epoch [59][1250/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5655, loss_bbox: 0.4668, d0.loss_cls: 0.3605, d0.loss_bbox: 0.5669 d1.loss_cls: 0.5439, d1.loss_bbox: 0.4844 d2.loss_cls: 0.4124, d2.loss_bbox: 0.3502 d3.loss_cls: 0.4605, d3.loss_bbox: 0.4225 d4.loss_cls: 0.5907, d4.loss_bbox: 0.4068, loss: 3.7475, grad_norm: 50.5978
2024-03-24 20:30:07,899 - my_logger - INFO - 2024-03-30 14:39:02,000 - mmdet - INFO - Epoch [59][1300/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.4202, loss_bbox: 0.4571, d0.loss_cls: 0.4121, d0.loss_bbox: 0.3596 d1.loss_cls: 0.3793, d1.loss_bbox: 0.5104 d2.loss_cls: 0.5105, d2.loss_bbox: 0.5398 d3.loss_cls: 0.3440, d3.loss_bbox: 0.3252 d4.loss_cls: 0.4648, d4.loss_bbox: 0.3118, loss: 4.8265, grad_norm: 55.2951
2024-03-24 20:30:07,899 - my_logger - INFO - 2024-03-30 14:41:02,000 - mmdet - INFO - Epoch [59][1350/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.4895, loss_bbox: 0.3906, d0.loss_cls: 0.3606, d0.loss_bbox: 0.4226 d1.loss_cls: 0.3306, d1.loss_bbox: 0.4802 d2.loss_cls: 0.4089, d2.loss_bbox: 0.4147 d3.loss_cls: 0.3878, d3.loss_bbox: 0.4132 d4.loss_cls: 0.4442, d4.loss_bbox: 0.3052, loss: 4.8937, grad_norm: 51.4744
2024-03-24 20:30:07,899 - my_logger - INFO - 2024-03-30 14:43:02,000 - mmdet - INFO - Epoch [59][1400/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4735, loss_bbox: 0.5089, d0.loss_cls: 0.4756, d0.loss_bbox: 0.5083 d1.loss_cls: 0.4019, d1.loss_bbox: 0.5656 d2.loss_cls: 0.5492, d2.loss_bbox: 0.4876 d3.loss_cls: 0.5232, d3.loss_bbox: 0.5465 d4.loss_cls: 0.5524, d4.loss_bbox: 0.4793, loss: 4.3795, grad_norm: 52.4912
2024-03-24 20:30:07,900 - my_logger - INFO - 2024-03-30 14:45:02,000 - mmdet - INFO - Epoch [59][1450/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.2825, loss_bbox: 0.3482, d0.loss_cls: 0.4337, d0.loss_bbox: 0.5745 d1.loss_cls: 0.3278, d1.loss_bbox: 0.5081 d2.loss_cls: 0.5277, d2.loss_bbox: 0.4750 d3.loss_cls: 0.3446, d3.loss_bbox: 0.5674 d4.loss_cls: 0.3559, d4.loss_bbox: 0.3586, loss: 4.0526, grad_norm: 51.3920
2024-03-24 20:30:07,900 - my_logger - INFO - 2024-03-30 14:47:02,000 - mmdet - INFO - Epoch [59][1500/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3286, loss_bbox: 0.3275, d0.loss_cls: 0.4824, d0.loss_bbox: 0.3258 d1.loss_cls: 0.5568, d1.loss_bbox: 0.3604 d2.loss_cls: 0.4730, d2.loss_bbox: 0.3315 d3.loss_cls: 0.3875, d3.loss_bbox: 0.4085 d4.loss_cls: 0.3851, d4.loss_bbox: 0.5842, loss: 4.0726, grad_norm: 52.0560
2024-03-24 20:30:07,900 - my_logger - INFO - 2024-03-30 14:49:02,000 - mmdet - INFO - Epoch [59][1550/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3057, loss_bbox: 0.4131, d0.loss_cls: 0.4059, d0.loss_bbox: 0.3602 d1.loss_cls: 0.3711, d1.loss_bbox: 0.4890 d2.loss_cls: 0.5359, d2.loss_bbox: 0.4365 d3.loss_cls: 0.4456, d3.loss_bbox: 0.3749 d4.loss_cls: 0.3400, d4.loss_bbox: 0.5468, loss: 4.7303, grad_norm: 58.4951
2024-03-24 20:30:07,901 - my_logger - INFO - 2024-03-30 14:51:02,000 - mmdet - INFO - Epoch [59][1600/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4504, loss_bbox: 0.3583, d0.loss_cls: 0.4500, d0.loss_bbox: 0.4803 d1.loss_cls: 0.3463, d1.loss_bbox: 0.4034 d2.loss_cls: 0.4626, d2.loss_bbox: 0.5625 d3.loss_cls: 0.5264, d3.loss_bbox: 0.5313 d4.loss_cls: 0.4808, d4.loss_bbox: 0.3607, loss: 4.2118, grad_norm: 57.0695
2024-03-24 20:30:07,901 - my_logger - INFO - 2024-03-30 14:53:02,000 - mmdet - INFO - Epoch [59][1650/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.5896, loss_bbox: 0.5621, d0.loss_cls: 0.4078, d0.loss_bbox: 0.4358 d1.loss_cls: 0.5514, d1.loss_bbox: 0.3457 d2.loss_cls: 0.4630, d2.loss_bbox: 0.5312 d3.loss_cls: 0.3400, d3.loss_bbox: 0.3037 d4.loss_cls: 0.5519, d4.loss_bbox: 0.3220, loss: 3.6162, grad_norm: 58.5519
2024-03-24 20:30:07,902 - my_logger - INFO - 2024-03-30 14:55:02,000 - mmdet - INFO - Epoch [59][1700/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4041, loss_bbox: 0.5726, d0.loss_cls: 0.4993, d0.loss_bbox: 0.3433 d1.loss_cls: 0.4696, d1.loss_bbox: 0.4269 d2.loss_cls: 0.5730, d2.loss_bbox: 0.3947 d3.loss_cls: 0.4068, d3.loss_bbox: 0.3631 d4.loss_cls: 0.3731, d4.loss_bbox: 0.3067, loss: 4.5555, grad_norm: 59.7603
2024-03-24 20:30:07,902 - my_logger - INFO - 2024-03-30 14:57:02,000 - mmdet - INFO - Epoch [59][1750/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5483, loss_bbox: 0.3248, d0.loss_cls: 0.5886, d0.loss_bbox: 0.5125 d1.loss_cls: 0.3116, d1.loss_bbox: 0.5959 d2.loss_cls: 0.3068, d2.loss_bbox: 0.5934 d3.loss_cls: 0.4478, d3.loss_bbox: 0.3707 d4.loss_cls: 0.5169, d4.loss_bbox: 0.3314, loss: 3.7921, grad_norm: 57.8094
2024-03-24 20:30:07,902 - my_logger - INFO - 2024-03-30 14:59:02,000 - mmdet - INFO - Epoch [59][1800/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.3951, loss_bbox: 0.3283, d0.loss_cls: 0.5364, d0.loss_bbox: 0.4321 d1.loss_cls: 0.4277, d1.loss_bbox: 0.3425 d2.loss_cls: 0.3759, d2.loss_bbox: 0.3558 d3.loss_cls: 0.5460, d3.loss_bbox: 0.3702 d4.loss_cls: 0.3444, d4.loss_bbox: 0.5379, loss: 3.5542, grad_norm: 57.2691
2024-03-24 20:30:07,903 - my_logger - INFO - 2024-03-30 15:01:02,000 - mmdet - INFO - Epoch [59][1850/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4052, loss_bbox: 0.3412, d0.loss_cls: 0.4033, d0.loss_bbox: 0.4141 d1.loss_cls: 0.3723, d1.loss_bbox: 0.4247 d2.loss_cls: 0.5101, d2.loss_bbox: 0.5455 d3.loss_cls: 0.3573, d3.loss_bbox: 0.5932 d4.loss_cls: 0.4648, d4.loss_bbox: 0.4521, loss: 3.7864, grad_norm: 58.2635
2024-03-24 20:30:07,903 - my_logger - INFO - 2024-03-30 15:03:02,000 - mmdet - INFO - Epoch [59][1900/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4768, loss_bbox: 0.4919, d0.loss_cls: 0.3536, d0.loss_bbox: 0.3518 d1.loss_cls: 0.5914, d1.loss_bbox: 0.3407 d2.loss_cls: 0.4695, d2.loss_bbox: 0.5899 d3.loss_cls: 0.3291, d3.loss_bbox: 0.3750 d4.loss_cls: 0.4781, d4.loss_bbox: 0.3935, loss: 4.6714, grad_norm: 51.0145
2024-03-24 20:30:07,904 - my_logger - INFO - 2024-03-30 15:05:02,000 - mmdet - INFO - Epoch [59][1950/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.3813, loss_bbox: 0.3686, d0.loss_cls: 0.4101, d0.loss_bbox: 0.3461 d1.loss_cls: 0.3792, d1.loss_bbox: 0.4023 d2.loss_cls: 0.4389, d2.loss_bbox: 0.3390 d3.loss_cls: 0.4108, d3.loss_bbox: 0.5837 d4.loss_cls: 0.5827, d4.loss_bbox: 0.4934, loss: 4.5193, grad_norm: 50.7068
2024-03-24 20:30:07,904 - my_logger - INFO - 2024-03-30 15:07:02,000 - mmdet - INFO - Epoch [59][2000/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.4335, loss_bbox: 0.4554, d0.loss_cls: 0.3418, d0.loss_bbox: 0.3581 d1.loss_cls: 0.4712, d1.loss_bbox: 0.3624 d2.loss_cls: 0.3882, d2.loss_bbox: 0.5015 d3.loss_cls: 0.3295, d3.loss_bbox: 0.3553 d4.loss_cls: 0.4209, d4.loss_bbox: 0.4887, loss: 4.7032, grad_norm: 52.1094
2024-03-24 20:30:07,904 - my_logger - INFO - 2024-03-30 15:09:02,000 - mmdet - INFO - Epoch [59][2050/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3711, loss_bbox: 0.5567, d0.loss_cls: 0.4953, d0.loss_bbox: 0.5973 d1.loss_cls: 0.4048, d1.loss_bbox: 0.4700 d2.loss_cls: 0.4874, d2.loss_bbox: 0.4047 d3.loss_cls: 0.3999, d3.loss_bbox: 0.5660 d4.loss_cls: 0.5790, d4.loss_bbox: 0.3838, loss: 4.8544, grad_norm: 54.3044
2024-03-24 20:30:07,905 - my_logger - INFO - 2024-03-30 15:11:02,000 - mmdet - INFO - Epoch [59][2100/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3714, loss_bbox: 0.3352, d0.loss_cls: 0.5227, d0.loss_bbox: 0.4276 d1.loss_cls: 0.4637, d1.loss_bbox: 0.3151 d2.loss_cls: 0.3783, d2.loss_bbox: 0.4921 d3.loss_cls: 0.5343, d3.loss_bbox: 0.4305 d4.loss_cls: 0.3184, d4.loss_bbox: 0.5879, loss: 3.9682, grad_norm: 55.4128
2024-03-24 20:30:07,905 - my_logger - INFO - 2024-03-30 15:13:02,000 - mmdet - INFO - Epoch [59][2150/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.5245, loss_bbox: 0.4764, d0.loss_cls: 0.4767, d0.loss_bbox: 0.5819 d1.loss_cls: 0.5634, d1.loss_bbox: 0.4210 d2.loss_cls: 0.5477, d2.loss_bbox: 0.5460 d3.loss_cls: 0.3956, d3.loss_bbox: 0.5251 d4.loss_cls: 0.4430, d4.loss_bbox: 0.3699, loss: 4.6124, grad_norm: 52.8201
2024-03-24 20:30:07,905 - my_logger - INFO - 2024-03-30 15:15:02,000 - mmdet - INFO - Epoch [59][2200/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5528, loss_bbox: 0.5231, d0.loss_cls: 0.3397, d0.loss_bbox: 0.3187 d1.loss_cls: 0.3208, d1.loss_bbox: 0.5574 d2.loss_cls: 0.5204, d2.loss_bbox: 0.5038 d3.loss_cls: 0.4950, d3.loss_bbox: 0.5795 d4.loss_cls: 0.5424, d4.loss_bbox: 0.3936, loss: 4.7851, grad_norm: 51.6177
2024-03-24 20:30:07,906 - my_logger - INFO - 2024-03-30 15:17:02,000 - mmdet - INFO - Epoch [59][2250/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2672, loss_bbox: 0.5605, d0.loss_cls: 0.3553, d0.loss_bbox: 0.5577 d1.loss_cls: 0.5641, d1.loss_bbox: 0.5684 d2.loss_cls: 0.5840, d2.loss_bbox: 0.4085 d3.loss_cls: 0.5189, d3.loss_bbox: 0.4001 d4.loss_cls: 0.4370, d4.loss_bbox: 0.5744, loss: 4.0919, grad_norm: 56.3428
2024-03-24 20:30:07,906 - my_logger - INFO - 2024-03-30 15:19:02,000 - mmdet - INFO - Epoch [59][2300/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3051, loss_bbox: 0.3510, d0.loss_cls: 0.5596, d0.loss_bbox: 0.5122 d1.loss_cls: 0.4195, d1.loss_bbox: 0.4767 d2.loss_cls: 0.4869, d2.loss_bbox: 0.3357 d3.loss_cls: 0.3065, d3.loss_bbox: 0.5499 d4.loss_cls: 0.4906, d4.loss_bbox: 0.3746, loss: 4.2171, grad_norm: 54.3824
2024-03-24 20:30:07,906 - my_logger - INFO - 2024-03-30 15:21:02,000 - mmdet - INFO - Epoch [59][2350/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3818, loss_bbox: 0.3367, d0.loss_cls: 0.3862, d0.loss_bbox: 0.4793 d1.loss_cls: 0.3787, d1.loss_bbox: 0.4545 d2.loss_cls: 0.4722, d2.loss_bbox: 0.5627 d3.loss_cls: 0.4814, d3.loss_bbox: 0.4542 d4.loss_cls: 0.3830, d4.loss_bbox: 0.4841, loss: 4.8077, grad_norm: 54.5276
2024-03-24 20:30:07,913 - my_logger - INFO - 2024-03-30 15:23:02,000 - mmdet - INFO - Epoch [59][2400/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.5382, loss_bbox: 0.3375, d0.loss_cls: 0.5676, d0.loss_bbox: 0.4868 d1.loss_cls: 0.4032, d1.loss_bbox: 0.5034 d2.loss_cls: 0.3444, d2.loss_bbox: 0.4068 d3.loss_cls: 0.4075, d3.loss_bbox: 0.3239 d4.loss_cls: 0.3579, d4.loss_bbox: 0.3265, loss: 4.7571, grad_norm: 53.5753
2024-03-24 20:30:07,914 - my_logger - INFO - 2024-03-30 15:25:02,000 - mmdet - INFO - Epoch [59][2450/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3910, loss_bbox: 0.5862, d0.loss_cls: 0.3560, d0.loss_bbox: 0.3192 d1.loss_cls: 0.5674, d1.loss_bbox: 0.4367 d2.loss_cls: 0.4582, d2.loss_bbox: 0.4113 d3.loss_cls: 0.3196, d3.loss_bbox: 0.4580 d4.loss_cls: 0.3752, d4.loss_bbox: 0.3550, loss: 4.9080, grad_norm: 54.2822
2024-03-24 20:30:07,914 - my_logger - INFO - 2024-03-30 15:27:02,000 - mmdet - INFO - Epoch [59][2500/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4031, loss_bbox: 0.3860, d0.loss_cls: 0.5164, d0.loss_bbox: 0.4249 d1.loss_cls: 0.5318, d1.loss_bbox: 0.5709 d2.loss_cls: 0.5056, d2.loss_bbox: 0.5345 d3.loss_cls: 0.4458, d3.loss_bbox: 0.3830 d4.loss_cls: 0.3137, d4.loss_bbox: 0.3616, loss: 4.0508, grad_norm: 56.9174
2024-03-24 20:30:07,915 - my_logger - INFO - 2024-03-30 15:29:02,000 - mmdet - INFO - Epoch [59][2550/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4268, loss_bbox: 0.3385, d0.loss_cls: 0.4815, d0.loss_bbox: 0.4687 d1.loss_cls: 0.3755, d1.loss_bbox: 0.5466 d2.loss_cls: 0.3971, d2.loss_bbox: 0.5733 d3.loss_cls: 0.5428, d3.loss_bbox: 0.5021 d4.loss_cls: 0.5025, d4.loss_bbox: 0.3998, loss: 3.6271, grad_norm: 58.2557
2024-03-24 20:30:07,915 - my_logger - INFO - 2024-03-30 15:31:02,000 - mmdet - INFO - Epoch [59][2600/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2670, loss_bbox: 0.4275, d0.loss_cls: 0.5664, d0.loss_bbox: 0.4279 d1.loss_cls: 0.5780, d1.loss_bbox: 0.3924 d2.loss_cls: 0.4954, d2.loss_bbox: 0.4353 d3.loss_cls: 0.3259, d3.loss_bbox: 0.5630 d4.loss_cls: 0.5147, d4.loss_bbox: 0.3612, loss: 3.5423, grad_norm: 56.9140
2024-03-24 20:30:07,915 - my_logger - INFO - 2024-03-30 15:33:02,000 - mmdet - INFO - Epoch [59][2650/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3602, loss_bbox: 0.5170, d0.loss_cls: 0.4393, d0.loss_bbox: 0.5920 d1.loss_cls: 0.4472, d1.loss_bbox: 0.5013 d2.loss_cls: 0.4713, d2.loss_bbox: 0.4224 d3.loss_cls: 0.3415, d3.loss_bbox: 0.4561 d4.loss_cls: 0.3437, d4.loss_bbox: 0.4055, loss: 3.8754, grad_norm: 56.7879
2024-03-24 20:30:07,916 - my_logger - INFO - 2024-03-30 15:35:02,000 - mmdet - INFO - Epoch [59][2700/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.3970, loss_bbox: 0.5484, d0.loss_cls: 0.3957, d0.loss_bbox: 0.5754 d1.loss_cls: 0.3505, d1.loss_bbox: 0.5575 d2.loss_cls: 0.4643, d2.loss_bbox: 0.3661 d3.loss_cls: 0.5296, d3.loss_bbox: 0.5546 d4.loss_cls: 0.5193, d4.loss_bbox: 0.4219, loss: 4.4888, grad_norm: 50.6661
2024-03-24 20:30:07,916 - my_logger - INFO - 2024-03-30 15:37:02,000 - mmdet - INFO - Epoch [59][2750/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5208, loss_bbox: 0.5575, d0.loss_cls: 0.3637, d0.loss_bbox: 0.5963 d1.loss_cls: 0.5386, d1.loss_bbox: 0.4792 d2.loss_cls: 0.3928, d2.loss_bbox: 0.5791 d3.loss_cls: 0.3659, d3.loss_bbox: 0.5546 d4.loss_cls: 0.4103, d4.loss_bbox: 0.5384, loss: 3.7208, grad_norm: 54.5339
2024-03-24 20:30:07,916 - my_logger - INFO - 2024-03-30 15:39:02,000 - mmdet - INFO - Epoch [59][2800/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3888, loss_bbox: 0.4453, d0.loss_cls: 0.4115, d0.loss_bbox: 0.3662 d1.loss_cls: 0.5227, d1.loss_bbox: 0.3736 d2.loss_cls: 0.3407, d2.loss_bbox: 0.5959 d3.loss_cls: 0.3490, d3.loss_bbox: 0.3444 d4.loss_cls: 0.3998, d4.loss_bbox: 0.4058, loss: 4.8275, grad_norm: 53.6157
2024-03-24 20:30:07,917 - my_logger - INFO - 2024-03-30 15:41:02,000 - mmdet - INFO - Epoch [59][2850/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5479, loss_bbox: 0.4818, d0.loss_cls: 0.5360, d0.loss_bbox: 0.3955 d1.loss_cls: 0.3910, d1.loss_bbox: 0.4081 d2.loss_cls: 0.5422, d2.loss_bbox: 0.5497 d3.loss_cls: 0.3902, d3.loss_bbox: 0.3186 d4.loss_cls: 0.4149, d4.loss_bbox: 0.5657, loss: 3.9435, grad_norm: 50.4765
2024-03-24 20:30:07,917 - my_logger - INFO - 2024-03-30 15:43:02,000 - mmdet - INFO - Epoch [59][2900/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2727, loss_bbox: 0.3803, d0.loss_cls: 0.4768, d0.loss_bbox: 0.3853 d1.loss_cls: 0.4011, d1.loss_bbox: 0.5208 d2.loss_cls: 0.5257, d2.loss_bbox: 0.5810 d3.loss_cls: 0.5954, d3.loss_bbox: 0.5930 d4.loss_cls: 0.4731, d4.loss_bbox: 0.4278, loss: 4.2054, grad_norm: 59.8328
2024-03-24 20:30:07,918 - my_logger - INFO - 2024-03-30 15:45:02,000 - mmdet - INFO - Epoch [59][2950/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5190, loss_bbox: 0.5975, d0.loss_cls: 0.3848, d0.loss_bbox: 0.4999 d1.loss_cls: 0.5214, d1.loss_bbox: 0.5186 d2.loss_cls: 0.5304, d2.loss_bbox: 0.3097 d3.loss_cls: 0.4322, d3.loss_bbox: 0.5745 d4.loss_cls: 0.4942, d4.loss_bbox: 0.4445, loss: 4.6473, grad_norm: 53.6467
2024-03-24 20:30:07,918 - my_logger - INFO - 2024-03-30 15:47:02,000 - mmdet - INFO - Epoch [59][3000/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5089, loss_bbox: 0.5186, d0.loss_cls: 0.3441, d0.loss_bbox: 0.4154 d1.loss_cls: 0.4625, d1.loss_bbox: 0.4715 d2.loss_cls: 0.4339, d2.loss_bbox: 0.5942 d3.loss_cls: 0.5997, d3.loss_bbox: 0.3033 d4.loss_cls: 0.3202, d4.loss_bbox: 0.4788, loss: 4.5867, grad_norm: 57.2876
2024-03-24 20:30:07,918 - my_logger - INFO - 2024-03-30 15:49:02,000 - mmdet - INFO - Epoch [59][3050/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.2611, loss_bbox: 0.4136, d0.loss_cls: 0.5131, d0.loss_bbox: 0.4881 d1.loss_cls: 0.4580, d1.loss_bbox: 0.3289 d2.loss_cls: 0.4233, d2.loss_bbox: 0.3637 d3.loss_cls: 0.4866, d3.loss_bbox: 0.5910 d4.loss_cls: 0.4046, d4.loss_bbox: 0.4409, loss: 4.2965, grad_norm: 57.9222
2024-03-24 20:30:07,919 - my_logger - INFO - 2024-03-30 15:51:02,000 - mmdet - INFO - Epoch [59][3100/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4016, loss_bbox: 0.5272, d0.loss_cls: 0.3326, d0.loss_bbox: 0.4786 d1.loss_cls: 0.5518, d1.loss_bbox: 0.5307 d2.loss_cls: 0.3377, d2.loss_bbox: 0.3014 d3.loss_cls: 0.5146, d3.loss_bbox: 0.5350 d4.loss_cls: 0.3293, d4.loss_bbox: 0.3753, loss: 4.9543, grad_norm: 57.3461
2024-03-24 20:30:07,919 - my_logger - INFO - 2024-03-30 15:53:02,000 - mmdet - INFO - Epoch [59][3150/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5817, loss_bbox: 0.4263, d0.loss_cls: 0.5854, d0.loss_bbox: 0.5591 d1.loss_cls: 0.3061, d1.loss_bbox: 0.4217 d2.loss_cls: 0.4335, d2.loss_bbox: 0.4618 d3.loss_cls: 0.3495, d3.loss_bbox: 0.5279 d4.loss_cls: 0.4095, d4.loss_bbox: 0.4555, loss: 4.1514, grad_norm: 58.9242
2024-03-24 20:30:07,919 - my_logger - INFO - 2024-03-30 15:55:02,000 - mmdet - INFO - Epoch [59][3200/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3391, loss_bbox: 0.5976, d0.loss_cls: 0.5499, d0.loss_bbox: 0.3768 d1.loss_cls: 0.3517, d1.loss_bbox: 0.3652 d2.loss_cls: 0.4961, d2.loss_bbox: 0.3498 d3.loss_cls: 0.4137, d3.loss_bbox: 0.4529 d4.loss_cls: 0.5074, d4.loss_bbox: 0.4455, loss: 3.7988, grad_norm: 55.6721
2024-03-24 20:30:07,920 - my_logger - INFO - 2024-03-30 15:57:02,000 - mmdet - INFO - Epoch [59][3250/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.4143, loss_bbox: 0.3009, d0.loss_cls: 0.3691, d0.loss_bbox: 0.3943 d1.loss_cls: 0.4353, d1.loss_bbox: 0.4598 d2.loss_cls: 0.4777, d2.loss_bbox: 0.3127 d3.loss_cls: 0.5434, d3.loss_bbox: 0.5902 d4.loss_cls: 0.4859, d4.loss_bbox: 0.3129, loss: 4.1817, grad_norm: 52.4199
2024-03-24 20:30:07,920 - my_logger - INFO - 2024-03-30 15:59:02,000 - mmdet - INFO - Epoch [59][3300/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3563, loss_bbox: 0.4182, d0.loss_cls: 0.3928, d0.loss_bbox: 0.5433 d1.loss_cls: 0.3787, d1.loss_bbox: 0.4696 d2.loss_cls: 0.4678, d2.loss_bbox: 0.4501 d3.loss_cls: 0.4318, d3.loss_bbox: 0.3977 d4.loss_cls: 0.4809, d4.loss_bbox: 0.5485, loss: 4.6013, grad_norm: 59.6538
2024-03-24 20:30:07,920 - my_logger - INFO - 2024-03-30 16:01:02,000 - mmdet - INFO - Epoch [59][3350/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.3003, loss_bbox: 0.5047, d0.loss_cls: 0.4441, d0.loss_bbox: 0.3783 d1.loss_cls: 0.4923, d1.loss_bbox: 0.5071 d2.loss_cls: 0.4130, d2.loss_bbox: 0.4552 d3.loss_cls: 0.4469, d3.loss_bbox: 0.5875 d4.loss_cls: 0.5513, d4.loss_bbox: 0.4755, loss: 3.9786, grad_norm: 52.1807
2024-03-24 20:30:07,921 - my_logger - INFO - 2024-03-30 16:03:02,000 - mmdet - INFO - Epoch [59][3400/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.3765, loss_bbox: 0.5954, d0.loss_cls: 0.4046, d0.loss_bbox: 0.3410 d1.loss_cls: 0.4365, d1.loss_bbox: 0.5173 d2.loss_cls: 0.5259, d2.loss_bbox: 0.3264 d3.loss_cls: 0.4008, d3.loss_bbox: 0.4547 d4.loss_cls: 0.3166, d4.loss_bbox: 0.3211, loss: 3.9487, grad_norm: 55.7245
2024-03-24 20:30:07,921 - my_logger - INFO - 2024-03-30 16:05:02,000 - mmdet - INFO - Epoch [59][3450/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3389, loss_bbox: 0.5329, d0.loss_cls: 0.5303, d0.loss_bbox: 0.4550 d1.loss_cls: 0.4463, d1.loss_bbox: 0.4318 d2.loss_cls: 0.5378, d2.loss_bbox: 0.5663 d3.loss_cls: 0.5797, d3.loss_bbox: 0.3950 d4.loss_cls: 0.4099, d4.loss_bbox: 0.3312, loss: 4.6303, grad_norm: 58.6364
2024-03-24 20:30:07,921 - my_logger - INFO - 2024-03-30 16:07:02,000 - mmdet - INFO - Epoch [59][3500/3517][Batch size: 50]	lr: 2.862e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3665, loss_bbox: 0.5433, d0.loss_cls: 0.5611, d0.loss_bbox: 0.5012 d1.loss_cls: 0.5660, d1.loss_bbox: 0.3608 d2.loss_cls: 0.3215, d2.loss_bbox: 0.5796 d3.loss_cls: 0.3136, d3.loss_bbox: 0.5484 d4.loss_cls: 0.4863, d4.loss_bbox: 0.4887, loss: 3.9212, grad_norm: 57.0080
2024-03-24 20:30:07,922 - my_logger - INFO - 2024-03-30 16:09:02,000 - mmdet - INFO - Epoch [60][0/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:40:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3422, loss_bbox: 0.5553, d0.loss_cls: 0.5781, d0.loss_bbox: 0.5964 d1.loss_cls: 0.3139, d1.loss_bbox: 0.3565 d2.loss_cls: 0.4631, d2.loss_bbox: 0.4291 d3.loss_cls: 0.5360, d3.loss_bbox: 0.4554 d4.loss_cls: 0.3699, d4.loss_bbox: 0.5146, loss: 4.8738, grad_norm: 54.8525
2024-03-24 20:30:07,922 - my_logger - INFO - 2024-03-30 16:11:02,000 - mmdet - INFO - Epoch [60][50/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:39:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.3823, loss_bbox: 0.4593, d0.loss_cls: 0.3120, d0.loss_bbox: 0.4214 d1.loss_cls: 0.5504, d1.loss_bbox: 0.3347 d2.loss_cls: 0.4106, d2.loss_bbox: 0.3942 d3.loss_cls: 0.5412, d3.loss_bbox: 0.4194 d4.loss_cls: 0.4338, d4.loss_bbox: 0.5550, loss: 4.0570, grad_norm: 54.0994
2024-03-24 20:30:07,923 - my_logger - INFO - 2024-03-30 16:13:02,000 - mmdet - INFO - Epoch [60][100/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:37:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4675, loss_bbox: 0.4759, d0.loss_cls: 0.4876, d0.loss_bbox: 0.3465 d1.loss_cls: 0.3960, d1.loss_bbox: 0.3854 d2.loss_cls: 0.3282, d2.loss_bbox: 0.3681 d3.loss_cls: 0.4612, d3.loss_bbox: 0.3482 d4.loss_cls: 0.3468, d4.loss_bbox: 0.4775, loss: 4.7467, grad_norm: 56.7724
2024-03-24 20:30:07,930 - my_logger - INFO - 2024-03-30 16:15:02,000 - mmdet - INFO - Epoch [60][150/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:35:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.2956, loss_bbox: 0.5911, d0.loss_cls: 0.3858, d0.loss_bbox: 0.5017 d1.loss_cls: 0.5370, d1.loss_bbox: 0.3711 d2.loss_cls: 0.5898, d2.loss_bbox: 0.4022 d3.loss_cls: 0.3266, d3.loss_bbox: 0.5750 d4.loss_cls: 0.3480, d4.loss_bbox: 0.3626, loss: 4.2687, grad_norm: 50.4396
2024-03-24 20:30:07,931 - my_logger - INFO - 2024-03-30 16:17:02,000 - mmdet - INFO - Epoch [60][200/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:34:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2708, loss_bbox: 0.4867, d0.loss_cls: 0.4281, d0.loss_bbox: 0.5711 d1.loss_cls: 0.5908, d1.loss_bbox: 0.5218 d2.loss_cls: 0.5685, d2.loss_bbox: 0.3433 d3.loss_cls: 0.3434, d3.loss_bbox: 0.3078 d4.loss_cls: 0.5173, d4.loss_bbox: 0.3988, loss: 4.3819, grad_norm: 56.9683
2024-03-24 20:30:07,931 - my_logger - INFO - 2024-03-30 16:19:02,000 - mmdet - INFO - Epoch [60][250/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:32:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.4134, loss_bbox: 0.5984, d0.loss_cls: 0.4052, d0.loss_bbox: 0.3545 d1.loss_cls: 0.4421, d1.loss_bbox: 0.3640 d2.loss_cls: 0.5100, d2.loss_bbox: 0.4970 d3.loss_cls: 0.3841, d3.loss_bbox: 0.5035 d4.loss_cls: 0.5045, d4.loss_bbox: 0.3086, loss: 4.6793, grad_norm: 52.0690
2024-03-24 20:30:07,932 - my_logger - INFO - 2024-03-30 16:21:02,000 - mmdet - INFO - Epoch [60][300/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:30:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4468, loss_bbox: 0.4030, d0.loss_cls: 0.4012, d0.loss_bbox: 0.3459 d1.loss_cls: 0.3251, d1.loss_bbox: 0.3331 d2.loss_cls: 0.3538, d2.loss_bbox: 0.3966 d3.loss_cls: 0.3481, d3.loss_bbox: 0.5477 d4.loss_cls: 0.5312, d4.loss_bbox: 0.4905, loss: 4.1055, grad_norm: 59.6599
2024-03-24 20:30:07,934 - my_logger - INFO - 2024-03-30 16:23:02,000 - mmdet - INFO - Epoch [60][350/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:29:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.4717, loss_bbox: 0.3815, d0.loss_cls: 0.3744, d0.loss_bbox: 0.5249 d1.loss_cls: 0.5956, d1.loss_bbox: 0.5193 d2.loss_cls: 0.4853, d2.loss_bbox: 0.5728 d3.loss_cls: 0.5978, d3.loss_bbox: 0.5927 d4.loss_cls: 0.4107, d4.loss_bbox: 0.3068, loss: 4.0133, grad_norm: 54.1939
2024-03-24 20:30:07,934 - my_logger - INFO - 2024-03-30 16:25:02,000 - mmdet - INFO - Epoch [60][400/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:27:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.5320, loss_bbox: 0.3639, d0.loss_cls: 0.5911, d0.loss_bbox: 0.4382 d1.loss_cls: 0.4302, d1.loss_bbox: 0.4981 d2.loss_cls: 0.3002, d2.loss_bbox: 0.4563 d3.loss_cls: 0.3139, d3.loss_bbox: 0.4871 d4.loss_cls: 0.4487, d4.loss_bbox: 0.3070, loss: 4.8324, grad_norm: 55.3725
2024-03-24 20:30:07,935 - my_logger - INFO - 2024-03-30 16:27:02,000 - mmdet - INFO - Epoch [60][450/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:25:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.3122, loss_bbox: 0.5202, d0.loss_cls: 0.4409, d0.loss_bbox: 0.3534 d1.loss_cls: 0.4968, d1.loss_bbox: 0.3547 d2.loss_cls: 0.5779, d2.loss_bbox: 0.5434 d3.loss_cls: 0.4446, d3.loss_bbox: 0.5615 d4.loss_cls: 0.5499, d4.loss_bbox: 0.5568, loss: 4.2563, grad_norm: 54.4545
2024-03-24 20:30:07,935 - my_logger - INFO - 2024-03-30 16:29:02,000 - mmdet - INFO - Epoch [60][500/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:24:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5305, loss_bbox: 0.3059, d0.loss_cls: 0.4385, d0.loss_bbox: 0.3390 d1.loss_cls: 0.5428, d1.loss_bbox: 0.4332 d2.loss_cls: 0.3005, d2.loss_bbox: 0.4457 d3.loss_cls: 0.3899, d3.loss_bbox: 0.5043 d4.loss_cls: 0.5677, d4.loss_bbox: 0.4987, loss: 3.9480, grad_norm: 57.3973
2024-03-24 20:30:07,935 - my_logger - INFO - 2024-03-30 16:31:02,000 - mmdet - INFO - Epoch [60][550/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:22:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2766, loss_bbox: 0.4868, d0.loss_cls: 0.3977, d0.loss_bbox: 0.4971 d1.loss_cls: 0.3838, d1.loss_bbox: 0.4924 d2.loss_cls: 0.5062, d2.loss_bbox: 0.3193 d3.loss_cls: 0.3193, d3.loss_bbox: 0.3211 d4.loss_cls: 0.3313, d4.loss_bbox: 0.5602, loss: 4.4708, grad_norm: 55.3526
2024-03-24 20:30:07,936 - my_logger - INFO - 2024-03-30 16:33:02,000 - mmdet - INFO - Epoch [60][600/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:20:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.3791, loss_bbox: 0.3759, d0.loss_cls: 0.5979, d0.loss_bbox: 0.3661 d1.loss_cls: 0.4856, d1.loss_bbox: 0.5163 d2.loss_cls: 0.5808, d2.loss_bbox: 0.4491 d3.loss_cls: 0.5216, d3.loss_bbox: 0.5990 d4.loss_cls: 0.5300, d4.loss_bbox: 0.5606, loss: 4.4247, grad_norm: 58.1808
2024-03-24 20:30:07,936 - my_logger - INFO - 2024-03-30 16:35:02,000 - mmdet - INFO - Epoch [60][650/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:19:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4140, loss_bbox: 0.4631, d0.loss_cls: 0.3244, d0.loss_bbox: 0.3352 d1.loss_cls: 0.5590, d1.loss_bbox: 0.3825 d2.loss_cls: 0.5355, d2.loss_bbox: 0.5533 d3.loss_cls: 0.3196, d3.loss_bbox: 0.3955 d4.loss_cls: 0.4081, d4.loss_bbox: 0.3764, loss: 4.5759, grad_norm: 53.9684
2024-03-24 20:30:07,937 - my_logger - INFO - 2024-03-30 16:37:02,000 - mmdet - INFO - Epoch [60][700/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:17:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.4893, loss_bbox: 0.4641, d0.loss_cls: 0.4792, d0.loss_bbox: 0.4702 d1.loss_cls: 0.3774, d1.loss_bbox: 0.4077 d2.loss_cls: 0.4646, d2.loss_bbox: 0.4525 d3.loss_cls: 0.5924, d3.loss_bbox: 0.4931 d4.loss_cls: 0.5650, d4.loss_bbox: 0.5504, loss: 3.9113, grad_norm: 52.0132
2024-03-24 20:30:07,937 - my_logger - INFO - 2024-03-30 16:39:02,000 - mmdet - INFO - Epoch [60][750/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:15:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.5720, loss_bbox: 0.5872, d0.loss_cls: 0.4123, d0.loss_bbox: 0.3074 d1.loss_cls: 0.5721, d1.loss_bbox: 0.4250 d2.loss_cls: 0.4428, d2.loss_bbox: 0.3210 d3.loss_cls: 0.5958, d3.loss_bbox: 0.5180 d4.loss_cls: 0.3792, d4.loss_bbox: 0.4090, loss: 4.5345, grad_norm: 58.2902
2024-03-24 20:30:07,937 - my_logger - INFO - 2024-03-30 16:41:02,000 - mmdet - INFO - Epoch [60][800/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:14:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4861, loss_bbox: 0.3971, d0.loss_cls: 0.4336, d0.loss_bbox: 0.5869 d1.loss_cls: 0.4544, d1.loss_bbox: 0.5011 d2.loss_cls: 0.3796, d2.loss_bbox: 0.3099 d3.loss_cls: 0.3394, d3.loss_bbox: 0.3953 d4.loss_cls: 0.3436, d4.loss_bbox: 0.4035, loss: 4.9359, grad_norm: 53.7607
2024-03-24 20:30:07,938 - my_logger - INFO - 2024-03-30 16:43:02,000 - mmdet - INFO - Epoch [60][850/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:12:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5575, loss_bbox: 0.5341, d0.loss_cls: 0.5707, d0.loss_bbox: 0.4587 d1.loss_cls: 0.4170, d1.loss_bbox: 0.5379 d2.loss_cls: 0.4651, d2.loss_bbox: 0.4834 d3.loss_cls: 0.3390, d3.loss_bbox: 0.5521 d4.loss_cls: 0.3339, d4.loss_bbox: 0.5365, loss: 3.5352, grad_norm: 56.1528
2024-03-24 20:30:07,938 - my_logger - INFO - 2024-03-30 16:45:02,000 - mmdet - INFO - Epoch [60][900/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:10:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3047, loss_bbox: 0.5881, d0.loss_cls: 0.5717, d0.loss_bbox: 0.4344 d1.loss_cls: 0.5959, d1.loss_bbox: 0.3801 d2.loss_cls: 0.3875, d2.loss_bbox: 0.3964 d3.loss_cls: 0.3727, d3.loss_bbox: 0.4105 d4.loss_cls: 0.5575, d4.loss_bbox: 0.4934, loss: 3.8160, grad_norm: 53.6336
2024-03-24 20:30:07,938 - my_logger - INFO - 2024-03-30 16:47:02,000 - mmdet - INFO - Epoch [60][950/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:09:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4062, loss_bbox: 0.4271, d0.loss_cls: 0.5576, d0.loss_bbox: 0.3237 d1.loss_cls: 0.4721, d1.loss_bbox: 0.4916 d2.loss_cls: 0.3553, d2.loss_bbox: 0.3367 d3.loss_cls: 0.3394, d3.loss_bbox: 0.4851 d4.loss_cls: 0.4004, d4.loss_bbox: 0.4488, loss: 3.9883, grad_norm: 57.2345
2024-03-24 20:30:07,946 - my_logger - INFO - 2024-03-30 16:49:02,000 - mmdet - INFO - Epoch [60][1000/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:07:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.5170, loss_bbox: 0.5562, d0.loss_cls: 0.5367, d0.loss_bbox: 0.3972 d1.loss_cls: 0.3295, d1.loss_bbox: 0.3839 d2.loss_cls: 0.5016, d2.loss_bbox: 0.3028 d3.loss_cls: 0.3379, d3.loss_bbox: 0.3290 d4.loss_cls: 0.4002, d4.loss_bbox: 0.3983, loss: 4.2513, grad_norm: 57.4162
2024-03-24 20:30:07,947 - my_logger - INFO - 2024-03-30 16:51:02,000 - mmdet - INFO - Epoch [60][1050/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:05:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4718, loss_bbox: 0.5250, d0.loss_cls: 0.3359, d0.loss_bbox: 0.3301 d1.loss_cls: 0.4703, d1.loss_bbox: 0.4647 d2.loss_cls: 0.5752, d2.loss_bbox: 0.4841 d3.loss_cls: 0.3210, d3.loss_bbox: 0.5945 d4.loss_cls: 0.5233, d4.loss_bbox: 0.3727, loss: 3.6872, grad_norm: 51.9606
2024-03-24 20:30:07,947 - my_logger - INFO - 2024-03-30 16:53:02,000 - mmdet - INFO - Epoch [60][1100/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:04:30, time: 2.389, data_time: 0.068, memory: 7224, loss_cls: 0.4828, loss_bbox: 0.5166, d0.loss_cls: 0.5160, d0.loss_bbox: 0.3089 d1.loss_cls: 0.3712, d1.loss_bbox: 0.4525 d2.loss_cls: 0.3576, d2.loss_bbox: 0.3003 d3.loss_cls: 0.4837, d3.loss_bbox: 0.5686 d4.loss_cls: 0.4905, d4.loss_bbox: 0.5050, loss: 4.8695, grad_norm: 57.1493
2024-03-24 20:30:07,948 - my_logger - INFO - 2024-03-30 16:55:02,000 - mmdet - INFO - Epoch [60][1150/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:02:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.4557, loss_bbox: 0.3520, d0.loss_cls: 0.5540, d0.loss_bbox: 0.3940 d1.loss_cls: 0.3945, d1.loss_bbox: 0.3145 d2.loss_cls: 0.3677, d2.loss_bbox: 0.5584 d3.loss_cls: 0.5187, d3.loss_bbox: 0.4568 d4.loss_cls: 0.5541, d4.loss_bbox: 0.5392, loss: 4.1622, grad_norm: 56.9138
2024-03-24 20:30:07,948 - my_logger - INFO - 2024-03-30 16:57:02,000 - mmdet - INFO - Epoch [60][1200/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 20:00:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.4064, loss_bbox: 0.5808, d0.loss_cls: 0.4063, d0.loss_bbox: 0.3919 d1.loss_cls: 0.4784, d1.loss_bbox: 0.3706 d2.loss_cls: 0.4899, d2.loss_bbox: 0.4683 d3.loss_cls: 0.4670, d3.loss_bbox: 0.4521 d4.loss_cls: 0.5201, d4.loss_bbox: 0.5824, loss: 4.8069, grad_norm: 55.1711
2024-03-24 20:30:07,948 - my_logger - INFO - 2024-03-30 16:59:02,000 - mmdet - INFO - Epoch [60][1250/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5349, loss_bbox: 0.3254, d0.loss_cls: 0.3705, d0.loss_bbox: 0.3932 d1.loss_cls: 0.5136, d1.loss_bbox: 0.4207 d2.loss_cls: 0.5414, d2.loss_bbox: 0.3203 d3.loss_cls: 0.4952, d3.loss_bbox: 0.5499 d4.loss_cls: 0.3551, d4.loss_bbox: 0.3508, loss: 4.9194, grad_norm: 52.2470
2024-03-24 20:30:07,949 - my_logger - INFO - 2024-03-30 17:01:02,000 - mmdet - INFO - Epoch [60][1300/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:57:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4300, loss_bbox: 0.3940, d0.loss_cls: 0.4618, d0.loss_bbox: 0.3376 d1.loss_cls: 0.4041, d1.loss_bbox: 0.5574 d2.loss_cls: 0.5334, d2.loss_bbox: 0.3506 d3.loss_cls: 0.5877, d3.loss_bbox: 0.3165 d4.loss_cls: 0.3161, d4.loss_bbox: 0.3191, loss: 3.9356, grad_norm: 55.5196
2024-03-24 20:30:07,949 - my_logger - INFO - 2024-03-30 17:03:02,000 - mmdet - INFO - Epoch [60][1350/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:55:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3267, loss_bbox: 0.5304, d0.loss_cls: 0.4916, d0.loss_bbox: 0.5495 d1.loss_cls: 0.3065, d1.loss_bbox: 0.5760 d2.loss_cls: 0.4470, d2.loss_bbox: 0.4095 d3.loss_cls: 0.4922, d3.loss_bbox: 0.3513 d4.loss_cls: 0.4161, d4.loss_bbox: 0.5678, loss: 4.4533, grad_norm: 54.3264
2024-03-24 20:30:07,950 - my_logger - INFO - 2024-03-30 17:05:02,000 - mmdet - INFO - Epoch [60][1400/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:54:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3091, loss_bbox: 0.5389, d0.loss_cls: 0.5282, d0.loss_bbox: 0.5916 d1.loss_cls: 0.5745, d1.loss_bbox: 0.3878 d2.loss_cls: 0.4996, d2.loss_bbox: 0.5599 d3.loss_cls: 0.5637, d3.loss_bbox: 0.3368 d4.loss_cls: 0.5288, d4.loss_bbox: 0.3211, loss: 3.6646, grad_norm: 53.0221
2024-03-24 20:30:07,950 - my_logger - INFO - 2024-03-30 17:07:02,000 - mmdet - INFO - Epoch [60][1450/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:52:30, time: 2.389, data_time: 0.060, memory: 7224, loss_cls: 0.3773, loss_bbox: 0.4762, d0.loss_cls: 0.3468, d0.loss_bbox: 0.3057 d1.loss_cls: 0.5367, d1.loss_bbox: 0.3052 d2.loss_cls: 0.3788, d2.loss_bbox: 0.5386 d3.loss_cls: 0.5725, d3.loss_bbox: 0.4169 d4.loss_cls: 0.4156, d4.loss_bbox: 0.3481, loss: 3.7948, grad_norm: 55.5395
2024-03-24 20:30:07,950 - my_logger - INFO - 2024-03-30 17:09:02,000 - mmdet - INFO - Epoch [60][1500/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:50:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2572, loss_bbox: 0.4980, d0.loss_cls: 0.5602, d0.loss_bbox: 0.4770 d1.loss_cls: 0.4064, d1.loss_bbox: 0.5786 d2.loss_cls: 0.3487, d2.loss_bbox: 0.5610 d3.loss_cls: 0.3115, d3.loss_bbox: 0.3893 d4.loss_cls: 0.5287, d4.loss_bbox: 0.3879, loss: 4.5627, grad_norm: 53.1829
2024-03-24 20:30:07,951 - my_logger - INFO - 2024-03-30 17:11:02,000 - mmdet - INFO - Epoch [60][1550/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:49:30, time: 2.389, data_time: 0.070, memory: 7224, loss_cls: 0.4652, loss_bbox: 0.5877, d0.loss_cls: 0.5189, d0.loss_bbox: 0.4831 d1.loss_cls: 0.4884, d1.loss_bbox: 0.3224 d2.loss_cls: 0.4409, d2.loss_bbox: 0.5718 d3.loss_cls: 0.4942, d3.loss_bbox: 0.3064 d4.loss_cls: 0.3281, d4.loss_bbox: 0.5724, loss: 3.7437, grad_norm: 54.1863
2024-03-24 20:30:07,951 - my_logger - INFO - 2024-03-30 17:13:02,000 - mmdet - INFO - Epoch [60][1600/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:47:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.4632, loss_bbox: 0.4271, d0.loss_cls: 0.3658, d0.loss_bbox: 0.5191 d1.loss_cls: 0.3891, d1.loss_bbox: 0.4962 d2.loss_cls: 0.3988, d2.loss_bbox: 0.4772 d3.loss_cls: 0.4778, d3.loss_bbox: 0.5027 d4.loss_cls: 0.4966, d4.loss_bbox: 0.3836, loss: 4.0740, grad_norm: 56.4934
2024-03-24 20:30:07,952 - my_logger - INFO - 2024-03-30 17:15:02,000 - mmdet - INFO - Epoch [60][1650/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:45:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2899, loss_bbox: 0.4908, d0.loss_cls: 0.5902, d0.loss_bbox: 0.4894 d1.loss_cls: 0.4082, d1.loss_bbox: 0.3109 d2.loss_cls: 0.5436, d2.loss_bbox: 0.3475 d3.loss_cls: 0.3543, d3.loss_bbox: 0.4682 d4.loss_cls: 0.3556, d4.loss_bbox: 0.3240, loss: 4.2529, grad_norm: 54.9200
2024-03-24 20:30:07,952 - my_logger - INFO - 2024-03-30 17:17:02,000 - mmdet - INFO - Epoch [60][1700/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:44:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.4956, loss_bbox: 0.5927, d0.loss_cls: 0.5455, d0.loss_bbox: 0.3425 d1.loss_cls: 0.3948, d1.loss_bbox: 0.5538 d2.loss_cls: 0.4904, d2.loss_bbox: 0.5853 d3.loss_cls: 0.3668, d3.loss_bbox: 0.4881 d4.loss_cls: 0.3014, d4.loss_bbox: 0.3614, loss: 3.7078, grad_norm: 54.9768
2024-03-24 20:30:07,952 - my_logger - INFO - 2024-03-30 17:19:02,000 - mmdet - INFO - Epoch [60][1750/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:42:30, time: 2.389, data_time: 0.059, memory: 7224, loss_cls: 0.4706, loss_bbox: 0.5682, d0.loss_cls: 0.5104, d0.loss_bbox: 0.5793 d1.loss_cls: 0.3999, d1.loss_bbox: 0.3130 d2.loss_cls: 0.4055, d2.loss_bbox: 0.5248 d3.loss_cls: 0.3867, d3.loss_bbox: 0.3909 d4.loss_cls: 0.4142, d4.loss_bbox: 0.4905, loss: 3.7597, grad_norm: 56.1868
2024-03-24 20:30:07,953 - my_logger - INFO - 2024-03-30 17:21:02,000 - mmdet - INFO - Epoch [60][1800/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:40:30, time: 2.389, data_time: 0.057, memory: 7224, loss_cls: 0.2516, loss_bbox: 0.4293, d0.loss_cls: 0.3184, d0.loss_bbox: 0.3139 d1.loss_cls: 0.3473, d1.loss_bbox: 0.3546 d2.loss_cls: 0.4912, d2.loss_bbox: 0.3251 d3.loss_cls: 0.3458, d3.loss_bbox: 0.3125 d4.loss_cls: 0.5782, d4.loss_bbox: 0.5183, loss: 4.8077, grad_norm: 52.0523
2024-03-24 20:30:07,953 - my_logger - INFO - 2024-03-30 17:23:02,000 - mmdet - INFO - Epoch [60][1850/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:39:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3650, loss_bbox: 0.5946, d0.loss_cls: 0.5973, d0.loss_bbox: 0.5530 d1.loss_cls: 0.3977, d1.loss_bbox: 0.5327 d2.loss_cls: 0.5665, d2.loss_bbox: 0.5341 d3.loss_cls: 0.4455, d3.loss_bbox: 0.3629 d4.loss_cls: 0.5096, d4.loss_bbox: 0.3150, loss: 3.9023, grad_norm: 57.6722
2024-03-24 20:30:07,954 - my_logger - INFO - 2024-03-30 17:25:02,000 - mmdet - INFO - Epoch [60][1900/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:37:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4468, loss_bbox: 0.4734, d0.loss_cls: 0.4041, d0.loss_bbox: 0.3230 d1.loss_cls: 0.4338, d1.loss_bbox: 0.5003 d2.loss_cls: 0.4470, d2.loss_bbox: 0.3587 d3.loss_cls: 0.4412, d3.loss_bbox: 0.5758 d4.loss_cls: 0.4227, d4.loss_bbox: 0.3462, loss: 3.5164, grad_norm: 57.2185
2024-03-24 20:30:07,954 - my_logger - INFO - 2024-03-30 17:27:02,000 - mmdet - INFO - Epoch [60][1950/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:35:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2639, loss_bbox: 0.3620, d0.loss_cls: 0.5143, d0.loss_bbox: 0.4255 d1.loss_cls: 0.4227, d1.loss_bbox: 0.3391 d2.loss_cls: 0.3388, d2.loss_bbox: 0.5389 d3.loss_cls: 0.5031, d3.loss_bbox: 0.4131 d4.loss_cls: 0.4408, d4.loss_bbox: 0.3509, loss: 3.9939, grad_norm: 56.9074
2024-03-24 20:30:07,954 - my_logger - INFO - 2024-03-30 17:29:02,000 - mmdet - INFO - Epoch [60][2000/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:34:30, time: 2.389, data_time: 0.062, memory: 7224, loss_cls: 0.4961, loss_bbox: 0.4262, d0.loss_cls: 0.5441, d0.loss_bbox: 0.3923 d1.loss_cls: 0.4727, d1.loss_bbox: 0.5105 d2.loss_cls: 0.4984, d2.loss_bbox: 0.3766 d3.loss_cls: 0.3901, d3.loss_bbox: 0.5130 d4.loss_cls: 0.3725, d4.loss_bbox: 0.4359, loss: 4.2223, grad_norm: 54.8197
2024-03-24 20:30:07,955 - my_logger - INFO - 2024-03-30 17:31:02,000 - mmdet - INFO - Epoch [60][2050/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:32:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5912, loss_bbox: 0.5346, d0.loss_cls: 0.5980, d0.loss_bbox: 0.4542 d1.loss_cls: 0.5179, d1.loss_bbox: 0.4375 d2.loss_cls: 0.5678, d2.loss_bbox: 0.3238 d3.loss_cls: 0.3632, d3.loss_bbox: 0.4566 d4.loss_cls: 0.3121, d4.loss_bbox: 0.3380, loss: 4.6750, grad_norm: 53.3553
2024-03-24 20:30:07,955 - my_logger - INFO - 2024-03-30 17:33:02,000 - mmdet - INFO - Epoch [60][2100/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:30:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5227, loss_bbox: 0.4767, d0.loss_cls: 0.5593, d0.loss_bbox: 0.3813 d1.loss_cls: 0.5167, d1.loss_bbox: 0.3481 d2.loss_cls: 0.5456, d2.loss_bbox: 0.3361 d3.loss_cls: 0.3668, d3.loss_bbox: 0.4251 d4.loss_cls: 0.4005, d4.loss_bbox: 0.4864, loss: 3.5960, grad_norm: 54.0107
2024-03-24 20:30:07,956 - my_logger - INFO - 2024-03-30 17:35:02,000 - mmdet - INFO - Epoch [60][2150/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:29:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.3704, loss_bbox: 0.3244, d0.loss_cls: 0.4212, d0.loss_bbox: 0.5972 d1.loss_cls: 0.4306, d1.loss_bbox: 0.5997 d2.loss_cls: 0.4867, d2.loss_bbox: 0.4593 d3.loss_cls: 0.4654, d3.loss_bbox: 0.4361 d4.loss_cls: 0.4317, d4.loss_bbox: 0.4806, loss: 3.9579, grad_norm: 51.8713
2024-03-24 20:30:07,956 - my_logger - INFO - 2024-03-30 17:37:02,000 - mmdet - INFO - Epoch [60][2200/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:27:30, time: 2.389, data_time: 0.066, memory: 7224, loss_cls: 0.2795, loss_bbox: 0.5305, d0.loss_cls: 0.4460, d0.loss_bbox: 0.4970 d1.loss_cls: 0.5978, d1.loss_bbox: 0.4841 d2.loss_cls: 0.4232, d2.loss_bbox: 0.5201 d3.loss_cls: 0.4522, d3.loss_bbox: 0.4397 d4.loss_cls: 0.3818, d4.loss_bbox: 0.4802, loss: 3.8864, grad_norm: 55.0787
2024-03-24 20:30:07,956 - my_logger - INFO - 2024-03-30 17:39:02,000 - mmdet - INFO - Epoch [60][2250/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:25:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3214, loss_bbox: 0.3784, d0.loss_cls: 0.5243, d0.loss_bbox: 0.4247 d1.loss_cls: 0.4619, d1.loss_bbox: 0.4793 d2.loss_cls: 0.3953, d2.loss_bbox: 0.5508 d3.loss_cls: 0.5879, d3.loss_bbox: 0.4533 d4.loss_cls: 0.4678, d4.loss_bbox: 0.3532, loss: 4.7971, grad_norm: 55.5131
2024-03-24 20:30:07,957 - my_logger - INFO - 2024-03-30 17:41:02,000 - mmdet - INFO - Epoch [60][2300/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:24:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.5147, loss_bbox: 0.4847, d0.loss_cls: 0.5031, d0.loss_bbox: 0.3506 d1.loss_cls: 0.4305, d1.loss_bbox: 0.3730 d2.loss_cls: 0.5854, d2.loss_bbox: 0.3951 d3.loss_cls: 0.3983, d3.loss_bbox: 0.3750 d4.loss_cls: 0.3907, d4.loss_bbox: 0.3135, loss: 3.6013, grad_norm: 55.1811
2024-03-24 20:30:07,957 - my_logger - INFO - 2024-03-30 17:43:02,000 - mmdet - INFO - Epoch [60][2350/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:22:30, time: 2.389, data_time: 0.058, memory: 7224, loss_cls: 0.4273, loss_bbox: 0.5207, d0.loss_cls: 0.5384, d0.loss_bbox: 0.3528 d1.loss_cls: 0.3608, d1.loss_bbox: 0.5523 d2.loss_cls: 0.3032, d2.loss_bbox: 0.4561 d3.loss_cls: 0.3345, d3.loss_bbox: 0.3076 d4.loss_cls: 0.4151, d4.loss_bbox: 0.5635, loss: 4.0367, grad_norm: 56.8982
2024-03-24 20:30:07,957 - my_logger - INFO - 2024-03-30 17:45:02,000 - mmdet - INFO - Epoch [60][2400/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:20:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.5108, loss_bbox: 0.3824, d0.loss_cls: 0.5198, d0.loss_bbox: 0.5602 d1.loss_cls: 0.5684, d1.loss_bbox: 0.5662 d2.loss_cls: 0.5322, d2.loss_bbox: 0.4690 d3.loss_cls: 0.4452, d3.loss_bbox: 0.3661 d4.loss_cls: 0.3813, d4.loss_bbox: 0.4249, loss: 3.6811, grad_norm: 54.1178
2024-03-24 20:30:07,958 - my_logger - INFO - 2024-03-30 17:47:02,000 - mmdet - INFO - Epoch [60][2450/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:19:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.3975, loss_bbox: 0.3222, d0.loss_cls: 0.4187, d0.loss_bbox: 0.3454 d1.loss_cls: 0.3142, d1.loss_bbox: 0.5526 d2.loss_cls: 0.3481, d2.loss_bbox: 0.4851 d3.loss_cls: 0.3084, d3.loss_bbox: 0.4281 d4.loss_cls: 0.5278, d4.loss_bbox: 0.3221, loss: 4.3373, grad_norm: 58.7165
2024-03-24 20:30:07,958 - my_logger - INFO - 2024-03-30 17:49:02,000 - mmdet - INFO - Epoch [60][2500/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:17:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.5911, loss_bbox: 0.4280, d0.loss_cls: 0.5360, d0.loss_bbox: 0.3831 d1.loss_cls: 0.4850, d1.loss_bbox: 0.4148 d2.loss_cls: 0.4443, d2.loss_bbox: 0.5026 d3.loss_cls: 0.5722, d3.loss_bbox: 0.4217 d4.loss_cls: 0.5070, d4.loss_bbox: 0.4982, loss: 4.5196, grad_norm: 59.7610
2024-03-24 20:30:07,958 - my_logger - INFO - 2024-03-30 17:51:02,000 - mmdet - INFO - Epoch [60][2550/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:15:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.3000, loss_bbox: 0.4516, d0.loss_cls: 0.3953, d0.loss_bbox: 0.3184 d1.loss_cls: 0.3652, d1.loss_bbox: 0.5059 d2.loss_cls: 0.3137, d2.loss_bbox: 0.4862 d3.loss_cls: 0.5518, d3.loss_bbox: 0.5704 d4.loss_cls: 0.5020, d4.loss_bbox: 0.4214, loss: 4.5666, grad_norm: 58.4756
2024-03-24 20:30:07,959 - my_logger - INFO - 2024-03-30 17:53:02,000 - mmdet - INFO - Epoch [60][2600/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:14:30, time: 2.389, data_time: 0.065, memory: 7224, loss_cls: 0.5611, loss_bbox: 0.3390, d0.loss_cls: 0.3329, d0.loss_bbox: 0.5487 d1.loss_cls: 0.3958, d1.loss_bbox: 0.5303 d2.loss_cls: 0.5635, d2.loss_bbox: 0.4858 d3.loss_cls: 0.4013, d3.loss_bbox: 0.4696 d4.loss_cls: 0.3575, d4.loss_bbox: 0.4849, loss: 4.6483, grad_norm: 51.4735
2024-03-24 20:30:07,959 - my_logger - INFO - 2024-03-30 17:55:02,000 - mmdet - INFO - Epoch [60][2650/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:12:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.4785, loss_bbox: 0.4117, d0.loss_cls: 0.5513, d0.loss_bbox: 0.3319 d1.loss_cls: 0.5429, d1.loss_bbox: 0.4709 d2.loss_cls: 0.3377, d2.loss_bbox: 0.4775 d3.loss_cls: 0.3682, d3.loss_bbox: 0.4248 d4.loss_cls: 0.4168, d4.loss_bbox: 0.3394, loss: 4.0810, grad_norm: 59.3498
2024-03-24 20:30:07,960 - my_logger - INFO - 2024-03-30 17:57:02,000 - mmdet - INFO - Epoch [60][2700/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:10:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.2899, loss_bbox: 0.5334, d0.loss_cls: 0.5113, d0.loss_bbox: 0.5765 d1.loss_cls: 0.3690, d1.loss_bbox: 0.5610 d2.loss_cls: 0.4718, d2.loss_bbox: 0.3112 d3.loss_cls: 0.3060, d3.loss_bbox: 0.5815 d4.loss_cls: 0.3093, d4.loss_bbox: 0.5440, loss: 4.5538, grad_norm: 52.2987
2024-03-24 20:30:07,960 - my_logger - INFO - 2024-03-30 17:59:02,000 - mmdet - INFO - Epoch [60][2750/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:09:30, time: 2.389, data_time: 0.056, memory: 7224, loss_cls: 0.5132, loss_bbox: 0.5575, d0.loss_cls: 0.4933, d0.loss_bbox: 0.4708 d1.loss_cls: 0.4815, d1.loss_bbox: 0.4685 d2.loss_cls: 0.5269, d2.loss_bbox: 0.3307 d3.loss_cls: 0.5239, d3.loss_bbox: 0.4943 d4.loss_cls: 0.3438, d4.loss_bbox: 0.5709, loss: 4.1741, grad_norm: 57.4207
2024-03-24 20:30:07,966 - my_logger - INFO - 2024-03-30 18:01:02,000 - mmdet - INFO - Epoch [60][2800/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:07:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.5231, loss_bbox: 0.4178, d0.loss_cls: 0.5443, d0.loss_bbox: 0.5151 d1.loss_cls: 0.5869, d1.loss_bbox: 0.3943 d2.loss_cls: 0.5188, d2.loss_bbox: 0.3693 d3.loss_cls: 0.3070, d3.loss_bbox: 0.5586 d4.loss_cls: 0.4866, d4.loss_bbox: 0.3188, loss: 4.8082, grad_norm: 58.8206
2024-03-24 20:30:07,966 - my_logger - INFO - 2024-03-30 18:03:02,000 - mmdet - INFO - Epoch [60][2850/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:05:30, time: 2.389, data_time: 0.053, memory: 7224, loss_cls: 0.2531, loss_bbox: 0.3738, d0.loss_cls: 0.5167, d0.loss_bbox: 0.5282 d1.loss_cls: 0.5791, d1.loss_bbox: 0.5495 d2.loss_cls: 0.5209, d2.loss_bbox: 0.4676 d3.loss_cls: 0.5331, d3.loss_bbox: 0.3709 d4.loss_cls: 0.5347, d4.loss_bbox: 0.3221, loss: 3.9414, grad_norm: 51.9648
2024-03-24 20:30:07,967 - my_logger - INFO - 2024-03-30 18:05:02,000 - mmdet - INFO - Epoch [60][2900/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:04:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.2638, loss_bbox: 0.5502, d0.loss_cls: 0.3891, d0.loss_bbox: 0.4897 d1.loss_cls: 0.3164, d1.loss_bbox: 0.3480 d2.loss_cls: 0.3629, d2.loss_bbox: 0.4660 d3.loss_cls: 0.3422, d3.loss_bbox: 0.3444 d4.loss_cls: 0.5232, d4.loss_bbox: 0.3621, loss: 4.4678, grad_norm: 55.6098
2024-03-24 20:30:07,967 - my_logger - INFO - 2024-03-30 18:07:02,000 - mmdet - INFO - Epoch [60][2950/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:02:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.2541, loss_bbox: 0.5725, d0.loss_cls: 0.5602, d0.loss_bbox: 0.5458 d1.loss_cls: 0.4954, d1.loss_bbox: 0.4609 d2.loss_cls: 0.3321, d2.loss_bbox: 0.4045 d3.loss_cls: 0.3267, d3.loss_bbox: 0.4526 d4.loss_cls: 0.3498, d4.loss_bbox: 0.5973, loss: 4.1652, grad_norm: 52.9947
2024-03-24 20:30:07,967 - my_logger - INFO - 2024-03-30 18:09:02,000 - mmdet - INFO - Epoch [60][3000/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 19:00:30, time: 2.389, data_time: 0.069, memory: 7224, loss_cls: 0.3770, loss_bbox: 0.3168, d0.loss_cls: 0.5849, d0.loss_bbox: 0.4121 d1.loss_cls: 0.5920, d1.loss_bbox: 0.4916 d2.loss_cls: 0.3754, d2.loss_bbox: 0.5993 d3.loss_cls: 0.5139, d3.loss_bbox: 0.3003 d4.loss_cls: 0.5924, d4.loss_bbox: 0.5295, loss: 4.8978, grad_norm: 50.1743
2024-03-24 20:30:07,968 - my_logger - INFO - 2024-03-30 18:11:02,000 - mmdet - INFO - Epoch [60][3050/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:59:30, time: 2.389, data_time: 0.067, memory: 7224, loss_cls: 0.3191, loss_bbox: 0.4793, d0.loss_cls: 0.4020, d0.loss_bbox: 0.3872 d1.loss_cls: 0.5761, d1.loss_bbox: 0.3410 d2.loss_cls: 0.5392, d2.loss_bbox: 0.3098 d3.loss_cls: 0.5758, d3.loss_bbox: 0.4420 d4.loss_cls: 0.4125, d4.loss_bbox: 0.4956, loss: 4.1548, grad_norm: 55.2613
2024-03-24 20:30:07,968 - my_logger - INFO - 2024-03-30 18:13:02,000 - mmdet - INFO - Epoch [60][3100/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:57:30, time: 2.389, data_time: 0.054, memory: 7224, loss_cls: 0.4882, loss_bbox: 0.4597, d0.loss_cls: 0.4234, d0.loss_bbox: 0.5720 d1.loss_cls: 0.4872, d1.loss_bbox: 0.3896 d2.loss_cls: 0.5054, d2.loss_bbox: 0.4033 d3.loss_cls: 0.5370, d3.loss_bbox: 0.3448 d4.loss_cls: 0.5226, d4.loss_bbox: 0.4057, loss: 4.6381, grad_norm: 55.5004
2024-03-24 20:30:07,968 - my_logger - INFO - 2024-03-30 18:15:02,000 - mmdet - INFO - Epoch [60][3150/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:55:30, time: 2.389, data_time: 0.061, memory: 7224, loss_cls: 0.4733, loss_bbox: 0.5791, d0.loss_cls: 0.4839, d0.loss_bbox: 0.5961 d1.loss_cls: 0.4612, d1.loss_bbox: 0.5268 d2.loss_cls: 0.3426, d2.loss_bbox: 0.5362 d3.loss_cls: 0.4294, d3.loss_bbox: 0.4755 d4.loss_cls: 0.5884, d4.loss_bbox: 0.3873, loss: 4.3577, grad_norm: 57.4701
2024-03-24 20:30:07,969 - my_logger - INFO - 2024-03-30 18:17:02,000 - mmdet - INFO - Epoch [60][3200/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:54:30, time: 2.389, data_time: 0.055, memory: 7224, loss_cls: 0.5252, loss_bbox: 0.3113, d0.loss_cls: 0.5564, d0.loss_bbox: 0.3016 d1.loss_cls: 0.3824, d1.loss_bbox: 0.3874 d2.loss_cls: 0.4706, d2.loss_bbox: 0.3171 d3.loss_cls: 0.4678, d3.loss_bbox: 0.5756 d4.loss_cls: 0.4301, d4.loss_bbox: 0.4291, loss: 4.1786, grad_norm: 52.4739
2024-03-24 20:30:07,969 - my_logger - INFO - 2024-03-30 18:19:02,000 - mmdet - INFO - Epoch [60][3250/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:52:30, time: 2.389, data_time: 0.051, memory: 7224, loss_cls: 0.3488, loss_bbox: 0.5377, d0.loss_cls: 0.3166, d0.loss_bbox: 0.5061 d1.loss_cls: 0.4626, d1.loss_bbox: 0.3804 d2.loss_cls: 0.3856, d2.loss_bbox: 0.4680 d3.loss_cls: 0.4422, d3.loss_bbox: 0.4035 d4.loss_cls: 0.3172, d4.loss_bbox: 0.4137, loss: 4.8573, grad_norm: 55.5994
2024-03-24 20:30:07,969 - my_logger - INFO - 2024-03-30 18:21:02,000 - mmdet - INFO - Epoch [60][3300/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:50:30, time: 2.389, data_time: 0.063, memory: 7224, loss_cls: 0.4820, loss_bbox: 0.4390, d0.loss_cls: 0.4583, d0.loss_bbox: 0.5475 d1.loss_cls: 0.5393, d1.loss_bbox: 0.4977 d2.loss_cls: 0.4091, d2.loss_bbox: 0.4249 d3.loss_cls: 0.5277, d3.loss_bbox: 0.4434 d4.loss_cls: 0.5557, d4.loss_bbox: 0.3496, loss: 4.9004, grad_norm: 51.2402
2024-03-24 20:30:07,977 - my_logger - INFO - 2024-03-30 18:23:02,000 - mmdet - INFO - Epoch [60][3350/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:49:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.5426, loss_bbox: 0.4522, d0.loss_cls: 0.4597, d0.loss_bbox: 0.4702 d1.loss_cls: 0.3278, d1.loss_bbox: 0.3066 d2.loss_cls: 0.3382, d2.loss_bbox: 0.3085 d3.loss_cls: 0.3639, d3.loss_bbox: 0.5214 d4.loss_cls: 0.3976, d4.loss_bbox: 0.4391, loss: 4.2653, grad_norm: 52.5686
2024-03-24 20:30:07,980 - my_logger - INFO - 2024-03-30 18:25:02,000 - mmdet - INFO - Epoch [60][3400/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:47:30, time: 2.389, data_time: 0.064, memory: 7224, loss_cls: 0.3016, loss_bbox: 0.4714, d0.loss_cls: 0.5449, d0.loss_bbox: 0.3263 d1.loss_cls: 0.3061, d1.loss_bbox: 0.4821 d2.loss_cls: 0.4761, d2.loss_bbox: 0.4895 d3.loss_cls: 0.3435, d3.loss_bbox: 0.4567 d4.loss_cls: 0.3983, d4.loss_bbox: 0.4237, loss: 4.1546, grad_norm: 52.9147
2024-03-24 20:30:07,980 - my_logger - INFO - 2024-03-30 18:27:02,000 - mmdet - INFO - Epoch [60][3450/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:45:30, time: 2.389, data_time: 0.050, memory: 7224, loss_cls: 0.4568, loss_bbox: 0.4250, d0.loss_cls: 0.3404, d0.loss_bbox: 0.5816 d1.loss_cls: 0.4411, d1.loss_bbox: 0.4360 d2.loss_cls: 0.5254, d2.loss_bbox: 0.4178 d3.loss_cls: 0.5157, d3.loss_bbox: 0.3361 d4.loss_cls: 0.3574, d4.loss_bbox: 0.4767, loss: 4.1537, grad_norm: 51.2689
2024-03-24 20:30:07,981 - my_logger - INFO - 2024-03-30 18:29:02,000 - mmdet - INFO - Epoch [60][3500/3517][Batch size: 50]	lr: 2.719e-05, eta: 1 day, 18:44:30, time: 2.389, data_time: 0.052, memory: 7224, loss_cls: 0.2755, loss_bbox: 0.5871, d0.loss_cls: 0.4684, d0.loss_bbox: 0.4968 d1.loss_cls: 0.3212, d1.loss_bbox: 0.5458 d2.loss_cls: 0.4967, d2.loss_bbox: 0.4336 d3.loss_cls: 0.5597, d3.loss_bbox: 0.5228 d4.loss_cls: 0.4287, d4.loss_bbox: 0.4584, loss: 3.7298, grad_norm: 50.1710
2024-03-24 20:30:07,981 - my_logger - INFO - Saving checkpoint at 60 epochs
2024-03-24 20:30:07,981 - my_logger - INFO - Metric NDS: 56.1413
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mAP: 45.4174
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mATE: 0.6010
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mASE: 0.2720
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mAOE: 0.3810
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mAVE: 0.2350
2024-03-24 20:30:07,982 - my_logger - INFO - Metric mAAE: 0.1680
2024-03-24 20:30:07,982 - my_logger - INFO - Best model was at epoch 60, with metrics: NDS: 56.141, mAP: 45.417, mATE: 0.601, mASE: 0.272, mAOE: 0.381, mAVE: 0.235, mAAE: 0.168
