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[Cherry-pick]cherry-pick PR 71919 to release/3.0 (#71919) #71964

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[inference]Fix FP16 precision BLHA accumulation overflow. (#71919)

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[Cherry-pick]cherry-pick PR 71919 to release/3.0 (#71919) #71964

[inference]Fix FP16 precision BLHA accumulation overflow. (#71919)
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