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Learning to superoptimize programs

Abstract:

Code super-optimization is the task of transforming any given program to a more efficient version while preserving its input-output behaviour. In some sense, it is similar to the paraphrase problem from natural language processing where the intention is to change the syntax of an utterance without changing its semantics. Code-optimization has been the subject of years of research that has resulted in the development of rule-based transformation strategies that are used by compilers. More rece...

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Publication status:
Not published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Department:
Lady Margaret Hall
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Department:
Oxford, MPLS, Engineering Science
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Department:
Oxford, MPLS, Engineering Science
Publisher:
Computational and Biological Learning Society Publisher's website
Publication date:
2017-04-05
Acceptance date:
2017-02-06
Pubs id:
pubs:688988
URN:
uri:2a3ba0bc-18ff-4a99-8769-f5d9f5257a66
UUID:
uuid:2a3ba0bc-18ff-4a99-8769-f5d9f5257a66
Local pid:
pubs:688988

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