11h ago

GPU Forecasters uses LLMs as selective surrogates to predict GPU kernel runtimes, achieving near-optimal performance with 90% fewer hardware runs

Researchers trained a 20B model using reinforcement learning.

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Users praise language models forecasting GPU kernel runtimes because the approach offers a neat way to speed up optimization.

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GPU Forecasters uses LLMs as selective surrogates to predict GPU kernel runtimes, achieving near-optimal performance with 90% fewer hardware runs · Digg