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Rosetta: Automating First-Principles Performance Modeling Using Multi-Agent LLMs

Sankaralingam, Karthikeyan
arXiv (All) · Papers
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hardware-architectureperformance
Analytical performance models --- derivations of throughput or speedup from hardware parameters --- make claims independently verifiable and expose binding constraints, yet rarely accompany architecture papers because building one by hand takes weeks of expert effort. We present Rosetta, a multi-age
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