Search Results for author: John Mellor-Crummey

Found 1 papers, 0 papers with code

LoopTune: Optimizing Tensor Computations with Reinforcement Learning

no code implementations4 Sep 2023 Dejan Grubisic, Bram Wasti, Chris Cummins, John Mellor-Crummey, Aleksandar Zlateski

Advanced compiler technology is crucial for enabling machine learning applications to run on novel hardware, but traditional compilers fail to deliver performance, popular auto-tuners have long search times and expert-optimized libraries introduce unsustainable costs.

reinforcement-learning

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