Parallelism-preserving automatic differentiation for second-order array languages

Adam Paszke, Matthew J. Johnson 0002, Roy Frostig, Dougal Maclaurin. Parallelism-preserving automatic differentiation for second-order array languages. In Gabriele Keller, Troels Henriksen, editors, FHPNC 2021: Proceedings of the 9th ACM SIGPLAN International Workshop on Functional High-Performance and Numerical Computing, FHPNC@ICFP 2021, Virtual Event, Korea, August 22, 2021. pages 13-23, ACM, 2021. [doi]

Abstract

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