Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design

no code implementations • 16 Aug 2023 • Shuwen Lu, Zhihui Zhang, Cong Guo, Jingwen Leng, Yangjie Zhou, Minyi Guo

However, designing GNN accelerators faces two fundamental challenges: the high bandwidth requirement of GNN models and the diversity of GNN models.

Graph Learning graph partitioning