Hummingbird Benchmarks

This is the main entry point for the evaluation of Hummingbird!

The benchmark is divided in three main folders:

trees will allow to run all the tree-related experiments contained in section 6.1.1 in the paper A Tensor Compiler for Unified Machine Learning Prediction Serving. Please check the related README file for specifics.
operators will allow to run experiments on operators beside trees. This is pretty much Section 6.1.2 of the paper. Again, please check the related README file for specifics.
pipelines will allow to reproduce the results of section 6.3.

Take in mind that running the complete benchmark will take several days.