Scaling Large-scale GNN Training to Thousands of Processors on CPU-based Supercomputers

Chen Zhuang, Lingqi Zhang, Du Wu +8

Graph Convolutional Networks (GCNs), particularly for large-scale graphs, are crucial across numerous domains. However, training distributed full-batch GCNs on large-scale graphs s…