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[PIR][Inference] pir support multihead_matmul_fuse_pass to fuse a multihead_matmul op and other Important works by yuanlehome · Pull Request #60892 · PaddlePaddle/Paddle · GitHub
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[PIR][Inference] pir support attention_fuse_pass to fuse a multihead_matmul op
[PIR][Inference] pir support multihead_matmul_fuse_pass to fuse a multihead_matmul op and other Important works
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[PIR][Inference] pir support multihead_matmul_fuse_pass to fuse a multihead_matmul op and other Important works #60892
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[PIR][Inference] pir support multihead_matmul_fuse_pass to fuse a multihead_matmul op and other Important works #60892
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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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PR types
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PR changes
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Description
本PR主要做了如下工作:
升级了常量折叠pass,支持builtin.combine op的折叠,思路是将其与下一个op一起打包去执行;
添加了multihead_matmul_fuse_pass,支持两种pattern的fuse;
实现中,关于weights和biases都是通过算子组合的形式(这里是reshape+combine+concat)的形式模拟计算,之后再借助常量折叠pass将插入的用于模拟计算的op给折叠起来。
为DRR的ResultPattern添加了一些简单常用的属性,书写简洁清晰;
相关修改已在多个关键模型上验证过,均没有问题。
TOOD:
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Pcard-71500