Characterizing and Understanding Distributed GNN Training on GPUs

Haiyang Lin, Mingyu Yan, Xiaocheng Yang +4

Graph neural network (GNN) has been demonstrated to be a powerful model in many domains for its effectiveness in learning over graphs. To scale GNN training for large graphs, a wid…