On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations

Chester Holtz, Yucheng Wang, Chung-Kuan Cheng +1

There is substantial interest in the use of machine learning (ML)-based techniques throughout the electronic computer-aided design (CAD) flow, particularly methods based on deep le…