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[NVIDIA] Cudnn dot_product_attention supports head size up to 256 #24607

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@kaixih kaixih commented Oct 29, 2024

Since cudnn v9.5.0, the larger head dim of 256 is supported. This PR enables this improvement.

This PR depends on openxla/xla#18839 and openxla/xla#18840

cc. @Cjkkkk

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