no code implementations • 10 May 2022 • Yunjae Lee, Jinha Chung, Minsoo Rhu
Our work demonstrates that an ISP based large-scale GNN training system can achieve both high capacity storage and high performance, opening up opportunities for ML practitioners to train large GNN datasets without being hampered by the physical limitations of main memory size.