Single-GPU GNN Systems: Traps and Pitfalls

Yidong Gong, Arnab Tarafder, Saima Afrin +1

The current graph neural network (GNN) systems have established a clear trend of not showing training accuracy results, and directly or indirectly relying on smaller datasets for e…