Audience
Companies in need of a framework for building domain-specific multi-objective program autotuners
About 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 that perform well will receive larger testing budgets, and techniques which perform poorly will be disabled.
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Pricing
Starting Price:
Free
Free Version:
Free Version available.
Integrations
Company Information
OpenTuner
opentuner.org
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Product Details
Platforms Supported
Windows
Linux
Training
Documentation
Support
Online