AcOrch: Accelerating Sampling-based GNN Training under CPU-NPU Heterogeneous Environments

Kefu Chen, Xin Ai, Qiange Wang +2

Graph Neural Networks (GNNs) have achieved remarkable success in various applications. Sampling-based GNN training, which conducts mini-batch training on sampled subgraphs, has bec…