Auto Tuning

topic on 1 show · 1 statements across 1 episodes

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Optimal inference parallelism cannot be mathematically calculated; it must be auto-tuned
“And with training, it's more of like a math, like you can run the math and see the flops and maximize it. With inference, it's more of like an auto-tuning, like GPU kernel auto-tuning... You shadow the same traffic, like real traffic, and you just see which co…”
Ali Taha Aug 3, 2026 ▶ 56:06 Next 100x in AI: Inference, Networking, & Self-Optimizing Models — Philip Kiely & Ali Taha, Baseten

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