GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis

Chenfeng Zhao, Zehao Dong, Yixin Chen +2

With the ever-growing popularity of Graph Neural Networks (GNNs), efficient GNN inference is gaining tremendous attention. Field-Programming Gate Arrays (FPGAs) are a promising exe…