Distributed Training of Large Graph Neural Networks with Variable Communication Rates

Juan Cervino, Md Asadullah Turja, Hesham Mostafa +2

Training Graph Neural Networks (GNNs) on large graphs presents unique challenges due to the large memory and computing requirements. Distributed GNN training, where the graph is pa…