AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

Zepeng Li, Jie Ren, Zhanyong Tang +2

Large Language Models (LLMs) show promise for code compilation tasks, but applying them to runtime performance tuning is difficult due to complex microarchitectural effects and noi…