A Unified CPU-GPU Protocol for GNN Training

Yi-Chien Lin, Gangda Deng, Viktor Prasanna

Training a Graph Neural Network (GNN) model on large-scale graphs involves a high volume of data communication and computations. While state-of-the-art CPUs and GPUs feature high c…