Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks

1 code implementation • 22 Aug 2023 • Xi Xie, Hongwu Peng, Amit Hasan, Shaoyi Huang, Jiahui Zhao, Haowen Fang, Wei zhang, Tong Geng, Omer Khan, Caiwen Ding

Utilizing these principles, we formulated a kernel for sparse matrix multiplication (SpMM) in GCNs that employs block-level partitioning and combined warp strategy.

Computational Efficiency