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[DLIGHT][GPU] Improved gemv outer fallback schedule #16973

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merged 3 commits into from May 21, 2024

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krishnaraj36
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@krishnaraj36 krishnaraj36 commented May 7, 2024

Improved the gemv outer fallback schedules. It improved few gemv kernel by 20%.

LLM model --- baseline --- improved
gemma-2b-it --- 22.4 tok/sec --- 25.2 tok/sec
Qwen-7b-chat --- 11 tok/sec --- 11.8 tok/sec

@krishnaraj36
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@srkreddy1238 @tqchen : Can you please take a look to this PR. let me know your advise.

@tqchen tqchen requested a review from Hzfengsy May 9, 2024 12:43
@Hzfengsy Hzfengsy merged commit 209971a into apache:main May 21, 2024
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2 participants