Tutorial Talk: CircuitOps and OpenROAD: Unleashing ML EDA for Research and Education
Published in 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
This tutorial showcases NVIDIA’s CircuitOps and its integration with the OpenROAD framework to enable ML-based EDA applications, including chip data modeling, reinforcement learning for design tasks, and hands-on experimentation. Participants will explore advanced ML EDA techniques, with practical examples and resources for further learning.