Yi-Chien Lin

HitGNN: High-throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform

2023 · arXiv (Cornell University)

As the size of real-world graphs increases, training Graph Neural Networks (GNNs) has become time-consuming and requires acceleration. While previous works have demonstrated the potential of utilizing FPGA for accelerating GNN training, few works have …