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why layernorm so important? #145

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YilanWang opened this issue May 15, 2024 · 1 comment
Open

why layernorm so important? #145

YilanWang opened this issue May 15, 2024 · 1 comment

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@YilanWang
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我尝试了巨量其他norm或者差不多的方式,比如bn,nfnet的结构,等等,发现只要替代ln网络全挂了. 但是其他的denoise/sr任务并没有这个现象,比如esrgan系列甚至都可以完全不要norm,太神奇了,不知道两年后作者能不能看到这个问题
@hzwer
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hzwer commented May 17, 2024 •
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特别深的 transformer 结构，layernorm 可能是最标准的（个人观点）

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@hzwer @YilanWang