Search Results for author: Jinha Chung

Found 1 papers, 0 papers with code

SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage Processing Architectures

no code implementations10 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.

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