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TMA version of hstu #57

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The TMA version is added as a separate file, we have seen it improves perf in some cases and regresses perf in other cases. We are also working on improving TMA performance from Triton.

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Meta Open Source bot. label Jul 24, 2024
@manman-ren manman-ren marked this pull request as draft July 24, 2024 16:26
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@LinjianMa Any comment on where to put the TMA variant, in the same file or in a separate file? Is there a perf benchmark we can run? We may consider using TMA for output and q as well.

plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Aug 21, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 4, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 4, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 4, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 4, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 4, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
plotfi added a commit to plotfi/generative-recommenders that referenced this pull request Sep 7, 2024
Based on facebookresearch#57, this version uses the autotuned to toggle use of TMA.
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