PerfReasoning: How Well Do LLMs Reason on Hardware Performance?

Dan Zhao, Karthikeyan Sankaralingam, Christos Kozyrakis +1

Performance modeling is central to hardware design and software optimization, yet constructing these models requires structured reasoning about computation, data reuse, storage, an…