DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling

no code implementations • 11 Nov 2022 • Md Vasimuddin, Ramanarayan Mohanty, Sanchit Misra, Sasikanth Avancha

DistGNN-MB trains GraphSAGE and GAT 10x and 17. 2x faster, respectively, as compute nodes scale from 2 to 32.