Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms

Ao Zhou, Jianlei Yang, Yeqi Gao +7

Graph neural networks (GNN) have achieved state-of-the-art performance on various industrial tasks. However, the poor efficiency of GNN inference and frequent Out-Of-Memory (OOM) p…