KLineage: Recovering the Missing When of Kernel Optimization by Deoptimizing Experts

Shuoming Zhang, Qiuchu Yu, Yangyu Zhang +11

LLM-based agents are increasingly used to generate GPU kernels, but they often struggle to determine when an optimization is sound because its required code state and dependencies…