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【Hackathon 5th No.24】Add SubsetRandomSampler #648

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merged 2 commits into from Oct 18, 2023

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Asthestarsfalll
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@Asthestarsfalll Asthestarsfalll commented Sep 25, 2023

add rfc of SubsetRandomSampler

和代码同步修改

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@luotao1 luotao1 changed the title add rfc of SubsetRandomSampler 【Hackathon 5th No.24】Add SubsetRandomSampler Sep 26, 2023
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@lxd-cumt 劳烦看一下

## API实现方案

pytorch的sampler整体设计与paddle类似,因此考虑参考pytorch的方案实现
在 python\paddle\io\sampler.py 中添加对应类。但是由于paddle并没有完全支持`generator`,因此将该参数移除。

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subsetrandomsampler中__iter__方法会通过randperm函数将indices打散,并支持设置随机数生成器generator,请确认一下paddle中提供的randperm函数的用法,并且对比一下配置generator和未配置generator的区别

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paddle 中 randperm 参数如下:

paddle.randperm(n, dtype='int64', name=None)

并不支持 generator。不仅是 randperm,randn、randint 等也不支持。

相关issue:

@luotao1 luotao1 merged commit 0dba810 into PaddlePaddle:master Oct 18, 2023
yangguohao pushed a commit to yangguohao/community that referenced this pull request Oct 22, 2023
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3 participants