Accelerating Graph Neural Networks with a Novel Matrix Compression Format

João N. F. Alves, Samir Moustafa, Siegfried Benkner +3

The inference and training stages of Graph Neural Networks (GNNs) are often dominated by the time required to compute a long sequence of matrix multiplications between the sparse g…