GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration

Tong Qiao, Jianlei Yang, Yingjie Qi +5

Graph Neural Networks (GNNs) succeed significantly in many applications recently. However, balancing GNNs training runtime cost, memory consumption, and attainable accuracy for var…