RocketPPA introduces a breakthrough approach that enables real-time estimation of power, performance, and area (PPA) directly from Verilog code, accelerating the hardware design workflow.

• Leverages a curated 21,000 synthesizable Verilog modules dataset with detailed PPA metrics
• Applies chain-of-thought techniques to automatically debug and improve dataset fidelity
• Delivers PPA estimates in milliseconds compared to traditional synthesis tools that take minutes or hours
• Demonstrates practical applications for early-stage design exploration and optimization

This innovation significantly reduces hardware design iteration cycles, potentially transforming semiconductor development timelines and enabling more efficient chip design processes for complex systems.

RocketPPA: Ultra-Fast LLM-Based PPA Estimator at Code-Level Abstraction