POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization

Heng Ping, Peiyu Zhang, Zhenkun Wang +5

Applying large language models (LLMs) to RTL code optimization for improved power, performance, and area (PPA) faces two key challenges: ensuring functional correctness of optimize…