MG-GCN: Scalable Multi-GPU GCN Training Framework

Muhammed Fatih Balın, Kaan Sancak, Ümit V. Çatalyürek

Full batch training of Graph Convolutional Network (GCN) models is not feasible on a single GPU for large graphs containing tens of millions of vertices or more. Recent work has sh…