A Graph Neural Network Method for Fast ECO Leakage Power Optimization

In modern design, engineering change order (ECO) is often utilized to perform power optimization including gate-sizing and Vth-assignments, which is efficient but highly timing consuming. Many graph neural network (GNN) based methods are recently proposed for fast and accurate ECO power optimization by considering neighbors' information. Nonetheless, these works fail to learn high-quality node rep...