PerfReasoning: How Well Do LLMs Reason on Hardware Performance?

arXiv:2609.04476v3 Announce Type: replace Abstract: Performance modeling is central to hardware design and software optimization, yet constructing these models requires structured reasoning about computation, data reuse, storage, and movement. We introduce Per