Benchmarks are located in the benchmarks/ directory. You must install ASV to run the benchmarks. It can be installed with pip, or cloned from github and built locally (this is preferred). A config file is provided as well asv.conf.json. To run the benchmarks, simply run 'asv run'. More information on ASV is provided in their documentation.