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ATTN precision issue when LR is high #33

@kyle-256

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@kyle-256

Aiter has a precision issue. Compared with flash-attn, the output abs-max is larger than flash-attn.
Fp8 block-wise attn also have this issue. This can lead to unstable training when the learning rate is high.
@xiaobochen-amd @kyle-256

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