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Inferact, AMD and NVIDIA each push LLM decoding with megakernels

1 article1 sourcesince Oct 21Last article 1h ago ·

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SemiAnalysis reports that three teams have each advanced LLM decoding with megakernels, which combine work that normally runs in separate programs.

Inferact runs the approach on Google TPUs, AMD uses TileRT and FlyDSL, and NVIDIA has a GB300 result now live on InferenceX.

SemiAnalysis says it will examine the engineering behind each team's approach in a follow-up thread. The report does not include performance figures for any of the three.

Written by AI from the articles below · updated Oct 21, 7:54 PM ET

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Oct 21
  1. SemiAnalysisX
    Three teams push LLM decoding forward with megakernels in one month

    AIInferact on Google TPUs, AMD with TileRT and FlyDSL, and NVIDIA on GB300 have each advanced LLM decoding with megakernels, which combine work that normally runs in separate programs. NVIDIA's GB300 result is now live on InferenceX. SemiAnalysis says it will examine the engineering behind each team's approach in a thread.

    Image from @SemiAnalysis_'s post

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