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[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen into pd_op_vjp.cc by Aurelius84 · Pull Request #56352 · PaddlePaddle/Paddle · GitHub
Aurelius84
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[NewIR]Prune Inference Library Size and Remove IR Dialect
[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen into pd_op_vjp.cc
Aug 22, 2023
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[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen into pd_op_vjp.cc #56352
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你的PR提交成功,感谢你对开源项目的贡献! |
zhangbo9674
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…P CodeGen into pd_op_vjp.cc (PaddlePaddle#56352) * [NewIR]Prune Inference Library Size and Remove IR Dialect * remove options * add NOT_FOR_INFER * fix pd_vjp.cc * polish deps * fix code style * fix unittest * fix cmake * fix inference CI
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Description
Pcard-67164
一、现状
在 PR 下,Linux 官方镜像编译的 libpaddle_inference.so 的库体积如下:




其中借助 nm 命令发现包含的 dialect符号有 1833 个:
看了下符号分布,主要是 InferMeta 相关的符号:
借助 size 命令查看了推理库里各个 segment 的分布:
最后,借助 cmake 命令,我们看下其对 pd_dialect 的依赖,直接依赖了 pd_dialect:

二、优化后
由于推理库会依赖控制流算子,其又间接依赖了执行器InterpreterCore,其对新 IR 组件的耦合会更加的紧密,故暂时无法将新 IR 相关的target 给切分出去。
目前新 IR 相关的静态库的体积如下,目前新IR总共引入约30M 的静态库体积。其中有27.3M都是pd_op.a (算子定义),其余的组件不到3M。目测后续增长的size没有那么多



