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[Cherry-Pick][Optimization] Use triton qk_norm both in Prefill and Decode.(#7213) #7306

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Use triton qk_norm both in Prefill and Decode (#7213)

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[Cherry-Pick][Optimization] Use triton qk_norm both in Prefill and Decode.(#7213) #7306

Use triton qk_norm both in Prefill and Decode (#7213)
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