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[PHI] fix paddle.Tensor.logit for big tensor by DanielSun11 · Pull Request #73046 · PaddlePaddle/Paddle · GitHub
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[PHI] fix paddle.Tensor.logit for big tensor #73046
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你的PR提交成功,感谢你对开源项目的贡献! |
/re-run all-failed |
wanghuancoder
previously approved these changes
Jun 4, 2025
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LGTM
lshpku
approved these changes
Jun 5, 2025
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PR Category
Execute Infrastructure
PR Types
Bug fixes
Description
paddle.Tensor.logit报错信息如下:

从报错中可以分析出在logit反向计算的结果与torch对不上。torch 反向结果一些值为NAN,paddle将其初始化为0。根据https://www.paddlepaddle.org.cn/documentation/docs/zh/3.0-beta/api/paddle/logit_cn.html#logit api的描述中发现,当参数eps被设置为None时>1 或者 < 0 的输入对应的输出被置为NAN。但是经过测试发现,在troch中这些输入的反向过程也置为了NAN而paddle将其置为0。这个问题不仅在big tensor中出现,尝试其他较小的shape时仍然也存在。
修复方法:
修改
logitGradkernel
调用的LogitGradFunctor.operator
方法,当eps没有被设置时,将其填充的值从0
改为NAN
paddle和torch的对比验证:
当eps参数被设置时:

当eps参数没被设置时(eps=None):

前向和反向与torch都能对得上。
paddleAPITest中所有失败的config全部测试通过
#72973 中适用的修复方法与本PR修复方法基本一致,由于#72973 先合入develop分支,因此本PR用于完善单测
pcard-67164