GNN benchmarks

This repository contains the benchmarking sources for evaluating several graph learning systems with various graph neural network (GNN) models and graph data.

The below links for each system refers to its repository.

GNN models

• GraphSAGE (with neighborhood sampling)
• FastGCN
• Cluster-GCN

Graph data

• Reddit
• Ogbn-Products
• Ogbn-Papers

Single machine systems

• PyTorch Geometric (PyG)
• DGL

Distributed systems

• Euler
• GraphLearn (AliGraph)
• DistDGL

References

• Open Graph Benchmark
• Awesome GNN Systems