Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath

As Graph Neural Networks (GNNs) increase in popularity for scientific machine learning, their training and inference efficiency is becoming increasingly critical. Additionally, the…