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add MergedAdamKernel and test for MergedAdamKernel and fix adam caculation process in test #58982

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merged 1 commit into from Nov 20, 2023

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HandSomeLEEw
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@HandSomeLEEw HandSomeLEEw commented Nov 14, 2023

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OPs

Description

  1. 新增mergedAdamKernel,该Kernel的主要目的是将param打包为一个vector后整体进行运算。Kernel单测结果分别和CPU中adam、mergedAdam以及XPU adam的结果进行比对。
  2. 修正XPU adam单测中模拟的计算结果。
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paddle-bot bot commented Nov 14, 2023

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@paddle-bot paddle-bot bot added the contributor External developers label Nov 14, 2023
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paddle-bot bot commented Nov 14, 2023

❌ The PR is not created using PR's template. You can refer to this Demo.
Please use PR's template, it helps save our maintainers' time so that more developers get helped.

runzhech

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import paddle

# from op import Operator
# from op_test_xpu import XPUOpTest
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不需要的代码删掉吧。可以攒着和下一个PR一起。

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收到,我这周还会提一个pr,到时候顺便把这里删掉:)


// update param, moment1, moment2
for (int i = 0; i < param_num; i++) {
phi::Copy(dev_ctx, *param[i], dev_ctx.GetPlace(), false, param_out[i]);
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这个能优化吗?api内部inplace操作

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这个确实是导致mergedAdam性能不够好的问题之一,原因就是api的算子接口没有按照标准的inplace来写,而pytorch那边不希望我们更改接口,所以只能暂时这样

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LGTM for const_cast to call xpu api

@QingshuChen QingshuChen merged commit cbafa02 into PaddlePaddle:develop Nov 20, 2023
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SecretXV pushed a commit to SecretXV/Paddle that referenced this pull request Nov 28, 2023
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5 participants