AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs

Yangjie Zhou 0001, Yaoxu Song, Jingwen Leng, Zihan Liu 0002, Weihao Cui, Zhendong Zhang 0004, Cong Guo 0003, Quan Chen 0002, Li Li 0012, Minyi Guo. AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. In Andrea Bartolini, Kristian F. D. Rietveld, Catherine D. Schuman, Jose Moreira, editors, Proceedings of the 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy, May 9-11, 2023. pages 52-62, ACM, 2023. [doi]

Abstract

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