GPU Kernel Optimization Beyond Full Builds: An LLM Framework with Minimal Executable Programs

Ruifan Chu, Anbang Wang, Xiuxiu Bai +2

In high-performance computing, hotspot GPU kernels are primary bottlenecks, and expert manual tuning is costly and hard to port. Large language model methods often assume kernels c…