GSR-GNN: Training Acceleration and Memory-Saving Framework of Deep GNNs on Circuit Graph

Yuebo Luo, Shiyang Li, Yifei Feng +3

Graph Neural Networks (GNNs) show strong promise for circuit analysis, but scaling to modern large-scale circuit graphs is limited by GPU memory and training cost, especially for d…