YOLOv4培训输出是什么意思?

问题描述

第一行中的数字5043表示我正在参与互动,对吧?如果没有同一行的结束行,则完成训练所需的时间(〜47小时)。

我想知道其他几行的意思,尤其是最后一行

 5043: 0.668292,1.235671 avg loss,0.001000 rate,20.289504 seconds,322752 images,47.346673 hours left
Loaded: 14.566142 seconds - performance bottleneck on cpu or disk HDD/SSD
v3 (IoU loss,normalizer: (IoU: 0.07,cls: 1.00) Region 139 Avg (IoU: 0.000000,GIoU: 0.000000),Class: 0.000000,Obj: 0.000000,No Obj: 0.000004,.5R: 0.000000,.75R: 0.000000,count: 1,class_loss = 0.000049,IoU_loss = 0.000000,total_loss = 0.000049 
v3 (IoU loss,cls: 1.00) Region 150 Avg (IoU: 0.812168,GIoU: 0.808716),Class: 0.938050,Obj: 0.072795,No Obj: 0.000732,.5R: 1.000000,.75R: 0.800000,count: 10,class_loss = 2.413296,IoU_loss = 3.502501,total_loss = 5.915797 
v3 (IoU loss,cls: 1.00) Region 161 Avg (IoU: 0.781551,GIoU: 0.775137),Class: 0.985000,Obj: 0.347750,No Obj: 0.016977,.75R: 0.694444,count: 36,class_loss = 6.508103,IoU_loss = 1.942730,total_loss = 8.450833 
 total_bBox = 17899,rewritten_bBox = 0.050282 %

解决方法

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