Benchmarks#

NetworkX vs. nx-cugraph#

We ran several commonly used graph algorithms on both networkx and nx-cugraph. Here are the results

bench-image — Results from running this Benchmark

Reproducing Benchmarks#

Below are the steps to reproduce the results on your own.

Clone the latest rapidsai/cugraph
Follow the instructions to build and activate an environment
Install the latest nx-cugraph by following the Installation Guide
Follow the instructions written in the README here