PrefixAgent fine-tunes an LLM on E-graph generated optimization traces to synthesize prefix adders with smaller area than prior methods and commercial tools at up to 64 bits.
Ufo-mac: A unified framework for optimization of high-performance multipliers and multiply-accumulators,
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PrefixAgent: An LLM-Powered Design Framework for Efficient Prefix Adder Optimization
PrefixAgent fine-tunes an LLM on E-graph generated optimization traces to synthesize prefix adders with smaller area than prior methods and commercial tools at up to 64 bits.