Large language model evaluation for high‐performance computing software development
Published in Concurrency and Computation Practice and Experience • Sep 4, 2024
NobleIDNI0P60W29R89S34
Authors:,,
William F. Godoy
Pedro Valero‐Lara
Keita Teranishi
Abstract
Abstract We apply AI‐assisted large language model (LLM) capabilities of GPT‐3 targeting high‐performance computing (HPC) kernels for (i) code generation, and (ii) auto‐parallelization of serial code in C ++ , Fortran, Python and Julia. Our scope includes the following fundamental numerical kernels:...
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