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[SOT] Compare float in guard with a threshold by SigureMo · Pull Request #70510 · PaddlePaddle/Paddle · GitHub
SigureMo
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[SOT] Compare float in guard with a threshold
[SOT][3.13] Compare float in guard with a threshold
Dec 27, 2024
SigureMo
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[SOT][3.13] Compare float in guard with a threshold
[SOT] Compare float in guard with a threshold
Dec 27, 2024
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[SOT] Compare float in guard with a threshold #70510
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[SOT] Compare float in guard with a threshold #70510
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PR Category
Execute Infrastructure
PR Types
Bug fixes
Description
float 对比时不使用完全匹配，而是改为允许 1e-13 内的误差
一般情况不会出现这个问题，目前在 SwinTransformer 上一个 guard 内的数值
0.018181818181818184总是匹配不上，导致重复组网，而且目前该问题只能在编译器场景下复现，且有一定随机性在出现问题的情况下，无论是 python float 直接运算还是 numpy 运算都会出现一定的精度损失，
0.2 / 11的结果会变成0.018181818181818177，导致 guard 无法命中，由于复现困难且目前难以理解（属实超过我认知了），因此暂时在 guard 中允许一定误差，避免重复组网PCard-66972