Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming

Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming

<jats:p>We present a novel programming language design that attempts to combine the clarity and safety of high-level functional languages with the efficiency and parallelism of low-level numerical languages. We treat arrays as eagerly-memoized functions on typed index sets, allowing abstract f...

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Bibliographic Details
Main Authors: Paszke, Adam, Johnson, Daniel D, Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J, Ragan-Kelley, Jonathan, Maclaurin, Dougal
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Association for Computing Machinery (ACM) 2022
Online Access:https://hdl.handle.net/1721.1/143845

Internet

https://hdl.handle.net/1721.1/143845

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