Nitro Autotuning Framework

Copyright 2012 - 2016 University of Utah.

Introduction:

Nitro is a programmer-directed code variant tuning framework, jointly developed by the University of Utah and NVIDIA Research. It utilizes machine learning-based classification to automatically find the best implementation (variant) of a computation for a given input. Nitro provides C++ and Python interfaces for programmers to specify variants, input dataset features, and constraints.

Resources:

• Quick start guide.
• IPDPS 2014 paper.