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Remove vectorized for those data type with size greater or euqal to double and reorganize the codes to decrease the size of the static library. by Xreki · Pull Request #57064 · PaddlePaddle/Paddle · GitHub
Xreki
changed the title
Reorganize the codes to decrease the size of the static library.
Remove vectorized for those data type with size greater or euqal to double and reorganize the codes to decrease the size of the static library.
Sep 11, 2023
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Remove vectorized for those data type with size greater or euqal to double and reorganize the codes to decrease the size of the static library. #57064
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你的PR提交成功，感谢你对开源项目的贡献! |
Xreki
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zhangting2020
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Sep 11, 2023
AnnaTrainingG
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Sep 11, 2023
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Pcard-70459
ElementwiseKernel和BroadcastKernel中使用了向量化技术，优化显存访问吞吐。如采用vec_size=4，float性能可提升约5%，float16性能可提升约30%，但是对于double等64位以上的数据类型，则没有明显的性能提升。故本PR避免对64位以上数据类型做向量化，减少编译静态库的体积。单个Ampere架构API-Benchmark Fail应与本PR无关，在https://xly.bce.baidu.com/paddlepaddle/paddle/newipipe/detail/9126824/job/23820104 也观察到呈现同样的现象。