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

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 function manipu...

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Bibliographic Details
Published in:	Proceedings of ACM on programming languages Vol. 5; no. ICFP; pp. 1 - 29
Main Authors:	Paszke, Adam, Johnson, Daniel D., Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J., Ragan-Kelley, Jonathan, Maclaurin, Dougal
Format:	Journal Article
Language:	English
Published:	01.08.2021
ISSN:	2475-1421, 2475-1421
Online Access:	Get full text
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