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[oneDNN] Extend shape of elementwise_add/sub for swin_transformer by LLee233 · Pull Request #59421 · PaddlePaddle/Paddle · GitHub
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[oneDNN] Extend shape of elementwise_add/sub for swin_transformer #59421
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你的PR提交成功，感谢你对开源项目的贡献! |
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Hi @yuanlehome, could you please help check CI coverage? Since I saw the result is kind of unexpected, where header file got 0% coverage... However the upper level code (in elementwise_kernel.cc) got called thousands of times, and there is no condition causing return or something before entering header file. Thanks! |
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@xinyu-intel, @vivienfanghuagood, @yuanlehome, hi, would you mind helping review this PR? Thanks~ |
yuanlehome
reviewed
Nov 30, 2023
yuanlehome
approved these changes
Dec 1, 2023
xinyu-intel
approved these changes
Dec 1, 2023
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PR types
Performance optimization
PR changes
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Description
This PR together with #59394 are aiming for optimizing swin_transformer in #59252.
The reported regression is caused by perf regression of elementwise_add/sub and fused matmul. Due to rare input shapes, these two kernels can not utilize corresponding broadcast on oneDNN, hence the regression. Here we workaround to extend shape of input/residual_data and keep utilizing optimization of oneDNN