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【25-Q4-生态建设】模型迁移-研发效能部-模型训练-在PyTorch框架上支持 RPN 在 COCO 上的训练#452

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【25-Q4-生态建设】模型迁移-研发效能部-模型训练-在PyTorch框架上支持 RPN 在 COCO 上的训练#452
x0212wwl wants to merge 3 commits intoTecorigin:mainfrom
x0212wwl:RPN

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● 当前软件栈版本:
image

● 源码参考链接:https://github.com/open-mmlab/mmdetection/blob/main/README_zh-CN.md
● commit id:x0212wwl@ https://github.com/x0212wwl
● 工作目录:PyTorch/build-in/Detection/RPN/
● 训练内容:使用1张TECO_AICARD_01芯片,在PyTorch框架上支持 RPN 在 COCO 数据集上的训练。
● 运行脚本如下:
SDAA_VISIBLE_DEVICES=8,9,10,11 python weloTrain.py --name train --model rpn --steps 100 --datapath ../data --batch-size 2 | tee rpnCOCOSdaa.log

● 100iters损失:
image

MeanRelativeError: -0.6680141910353897
MeanAbsoluteError: -0.48652399999999996
Rule,mean_relative_error -0.6680141910353897
pass mean_relative_error=-0.6680141910353897 <= 0.05 or mean_absolute_error=-0.48652399999999996 <= 0.0002

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