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Item Details
Title: ALGORITHMIC DIFFERENTIATION OF PRAGMA-DEFINED PARALLEL REGIONS
DIFFERENTIATING COMPUTER PROGRAMS CONTAINING OPENMP
By: Michael Forster
Format: Paperback

List price: £67.99


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ISBN 10: 3658075961
ISBN 13: 9783658075965
Publisher: SPRINGER FACHMEDIEN WIESBADEN
Pub. date: 10 October, 2014
Edition: 2014 ed.
Pages: 405
Synopsis: Numerical programs often use parallel programming techniques such as OpenMP to compute the program's output values as efficient as possible. In addition, derivative values of these output values with respect to certain input values play a crucial role. To achieve code that computes not only the output values simultaneously but also the derivative values, this work introduces several source-to-source transformation rules. These rules are based on a technique called algorithmic differentiation. The main focus of this work lies on the important reverse mode of algorithmic differentiation. The inherent data-flow reversal of the reverse mode must be handled properly during the transformation. The first part of the work examines the transformations in a very general way since pragma-based parallel regions occur in many different kinds such as OpenMP, OpenACC, and Intel Phi. The second part describes the transformation rules of the most important OpenMP constructs.
Illustrations: 38 Tables, black and white; 41 Illustrations, black and white; XI, 405 p.
Publication: Germany
Imprint: Springer Vieweg
Returns: Returnable
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