AI RESEARCH
Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts
arXiv CS.LG
•
ArXi:2605.30359v1 Announce Type: cross Generating high-performance GPU kernels remains challenging due to the need for both correctness and hardware-aware optimization. While large language models (LLMs) show promise in code generation, they often fail to produce kernels that are both correct and efficient. We propose Kernel Foundry, a diagnosis-driven evolutionary framework for automatic GPU kernel optimization.