3 papers
cs.AR2026
HighTide: An Agent-Curated Open-Source VLSI Benchmark Suite
Benjamin Goldblatt, Paolo Pedroso, Farhad Modaresi +2
We introduce HighTide, an evolving AI-assisted benchmark suite. Specifically, the contributions are: (i) a diverse open-source suite spanning multiple design languages and technolo…
cs.CL2024
Scalable MatMul-free Language Modeling
Rui-Jie Zhu, Yu Zhang, Steven Abreu +7
Large Language Models (LLMs) have fundamentally altered how we approach scaling in machine learning. However, these models pose substantial computational and memory challenges, pri…
cs.AR2024
FPIA: Field-Programmable Ising Arrays with In-Memory Computing
George Higgins Hutchinson, Ethan Sifferman, Tinish Bhattacharya +1
Ising Machine is a promising computing approach for solving combinatorial optimization problems. It is naturally suited for energy-saving and compact in-memory computing implementa…