GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks

no code implementations • 1 Mar 2022 • Ranggi Hwang, Minhoo Kang, Jiwon Lee, Dongyun Kam, Youngjoo Lee, Minsoo Rhu

Graph convolutional neural networks (GCNs) have emerged as a key technology in various application domains where the input data is relational.