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Fix Layernorm Implementation#31

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Xue10 wants to merge 1 commit into
hkproj:mainfrom
Xue10:fixLayerNorm
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Fix Layernorm Implementation#31
Xue10 wants to merge 1 commit into
hkproj:mainfrom
Xue10:fixLayerNorm

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@Xue10 Xue10 commented Sep 30, 2024

According to the formula
norm = (x - mean) / sqrt(var + eps) not (x - mean)/(std + eps)
sqrt(var + eps) == sqrt(std**2 + eps) != (std + eps)
Though the difference may be small, it is not a strictly correct implementation of LayerNorm.

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