Tuple Packing: Efficient Batching of Small Graphs in Graph Neural Networks

Mario Michael Krell, Manuel Lopez, Sreenidhi Anand +2

When processing a batch of graphs in machine learning models such as Graph Neural Networks (GNN), it is common to combine several small graphs into one overall graph to accelerate…