MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training

1 code implementation • 14 Dec 2023 • Hongwu Peng, Xi Xie, Kaustubh Shivdikar, MD Amit Hasan, Jiahui Zhao, Shaoyi Huang, Omer Khan, David Kaeli, Caiwen Ding

In this paper, we present MaxK-GNN, an advanced high-performance GPU training system integrating algorithm and system innovation.