This is a pre-production deployment of Warehouse, however changes made here WILL affect the production instance of PyPI.
Latest Version Dependencies status unknown Test status unknown Test coverage unknown
Project Description
OpenTuner
=========

Program autotuning has been demonstrated in many domains to achieve better
or more portable performance. However, autotuners themselves are often not
very portable between projects because using a domain informed search space
representation is critical to achieving good results and because no single
search technique performs best for all problems.

OpenTuner is a new framework for building domain-specific multi-objective
program autotuners. OpenTuner supports fully customizable configuration
representations, an extensible technique representation to allow for
domain-specific techniques, and an easy to use interface for communicating
with the tuned program. A key capability inside OpenTuner is the use of
ensembles of disparate search techniques simultaneously, techniques which
perform well will receive larger testing budgets and techniques which perform
poorly will be disabled.

System dependencies
-------------------

A list of system dependencies can be found in [debian-packages-deps][]
which are primarily python 2.6+ (not 3.x) and sqlite3 (or your
[supported][sqlalchemy-dialects] database backend of choice).

On Ubuntu/Debian there can be installed with:

sudo apt-get install `cat debian-packages-deps | tr '\n' ' '`

[debian-packages-deps]: https://raw.github.com/jansel/opentuner/master/debian-packages-deps
[sqlalchemy-dialects]: http://docs.sqlalchemy.org/en/rel_0_8/dialects/index.html


Installation
-------------------
OpenTuner (and dependencies) can be installed with

sudo pip install opentuner

or

pip install --user opentuner

This will not install any of the example programs.


Development installation
-------------------
For development (running OpenTuner out of a git checkout), a list of python
dependencies can be found in [requirements.txt][] these can be installed
system-wide with `pip`.

sudo apt-get install python-pip
sudo pip install -r requirements.txt

Or you can use virtual env to create a isolated python environment by running:

python ./venv-bootstrap.py

which will create a ./venv/bin/python (./venv/Scripts/python.exe on windows)
with all the required packages installed.

[requirements.txt]: https://raw.github.com/jansel/opentuner/master/requirements.txt


Checking Installation
---------------------

Quickly checking that a successful installation has been made, may be performed
by running an example program such as:

./examples/rosenbrock/rosenbrock.py


Tutorials
---------

- [Optimizing Block Matrix Multiplication][gettingstarted]
- [Creating OpenTuner Techniques][technique-tutorial].

[gettingstarted]: http://opentuner.org/tutorial/gettingstarted/
[technique-tutorial]: http://opentuner.org/tutorial/techniques/


Papers
---------

- [OpenTuner: An Extensible Framework for Program Autotuning][paper1].

Jason Ansel, Shoaib Kamil, Kalyan Veeramachaneni, Jonathan Ragan-Kelley,
Jeffrey Bosboom, Una-May O'Reilly, Saman Amarasinghe.

International Conference on Parallel Architectures and Compilation
Techniques.

Edmonton, Canada. August, 2014. [Slides][slides1]. [Bibtex][bibtex1].

[paper1]: http://groups.csail.mit.edu/commit/papers/2014/ansel-pact14-opentuner.pdf
[bibtex1]: http://groups.csail.mit.edu/commit/bibtex.cgi?key=ansel:pact:2014
[slides1]: http://groups.csail.mit.edu/commit/papers/2014/ansel-pact14-opentuner-slides.pdf


Contributing Code
-----------------

The preferred way to contribute code to OpenTuner is to fork the project
on github and [submit a pull request][pull-req].

[pull-req]: https://www.openshift.com/wiki/github-workflow-for-submitting-pull-requests


Support
-------
OpenTuner is supported in part by the United States Department of Energy
[X-Stack][xstack] program as part of [D-TEC][dtec].

[xstack]: http://science.energy.gov/ascr/research/computer-science/ascr-x-stack-portfolio/
[dtec]: http://www.dtec-xstack.org/
Release History

Release History

0.6.0

This version

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

0.5.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

0.4.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

0.3.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

0.2.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

0.1.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
opentuner-0.6.0.tar.gz (63.9 kB) Copy SHA256 Checksum SHA256 Source Oct 16, 2016

Supported By

WebFaction WebFaction Technical Writing Elastic Elastic Search Pingdom Pingdom Monitoring Dyn Dyn DNS HPE HPE Development Sentry Sentry Error Logging CloudAMQP CloudAMQP RabbitMQ Heroku Heroku PaaS Kabu Creative Kabu Creative UX & Design Fastly Fastly CDN DigiCert DigiCert EV Certificate Rackspace Rackspace Cloud Servers DreamHost DreamHost Log Hosting