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Swapnopam

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  1. Ask HN: How do you prove two machines computed the same float32 result?

    Not approximately the same. Bit-identical. Across different hardware vendors, kernel versions, or driver stacks. Logs and weight checksums don't answer this. Looking for anyone who has a working production answer or has…

    5 points 3
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  3. Ask HN: Does the tech industry require deterministic ML training?

    Hey, I was wondering whether the tech industries require deterministic ML training or is non-determinism acceptable? As in, I know in case of LLMs, small float differences while training are generally tolerated as the…

    4 points 0
  4. Ask HN: Is float divergence/drift a real issue in many industries?

    Was wondering if float divergence/drift a very real issue which affects industries or is just a minor inconvenience at best.

    8 points 4
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