SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

Arya Tschand, Muhammad Awad, Ryan Swann +5

Large language models (LLMs) have shown progress in GPU kernel performance engineering using inefficient search-based methods that optimize around runtime. Any existing approach la…