Algorithmic Differentiation of Pragma-Defined Parallel Regions: Differentiating Computer Programs Containing OpenMP - Couverture souple

F�rster, Michael

9783658075965: Algorithmic Differentiation of Pragma-Defined Parallel Regions: Differentiating Computer Programs Containing OpenMP

Couverture souple

ISBN 10 : 3658075961 ISBN 13 : 9783658075965

Editeur : Springer Vieweg, 2014

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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.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l?auteur

Michael F�rster is currently Research Associate of the Institute Software and Tools for Computational Engineering, RWTH Aachen University.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer Vieweg
Date d'�dition: 2014
Langue: anglais
ISBN 10: 3658075961
ISBN 13: 9783658075965
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Nombre de pages: 420
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Algorithmic Differentiation of Pragma-Defined Parallel Regions

Michael F�rster

Edit� par Springer Fachmedien Wiesbaden, 2014

ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Publication in the field of technical sciencesIntroduction with Examples from Numerical Optimization.- Algorithmic Differentiation by Source Transformation.- Transformation rules for Parallel Code Regions (e.g. OpenMP 3.1).- Static Program Analysis. N� de r�f. du vendeur 5123682

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Algorithmic Differentiation of Pragma-Defined Parallel Regions : Differentiating Computer Programs Containing OpenMP

Michael F�rster

Edit� par Springer Fachmedien Wiesbaden, 2014

ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783658075965

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Algorithmic Differentiation of Pragma-Defined Parallel Regions

Michael F�rster

Edit� par Springer Fachmedien Wiesbaden Okt 2014, 2014

ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 420 pp. Englisch. N� de r�f. du vendeur 9783658075965

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Algorithmic Differentiation of Pragma-Defined Parallel Regions: Differentiating Computer Programs Containing OpenMP

F�rster, Michael

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ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Algorithmic Differentiation of Pragma-Defined Parallel Regions : Differentiating Computer Programs Containing OpenMP

Forster, Michael

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ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Algorithmic Differentiation of Pragma-Defined Parallel Regions

Michael F�rster

Edit� par Springer Fachmedien Wiesbaden, Springer Fachmedien Wiesbaden Okt 2014, 2014

ISBN 10 : 3658075961 ISBN 13 : 9783658075965

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Taschenbuch. Etat : Neu. Neuware -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.Springer Vieweg in Springer Science + Business Media, Abraham-Lincoln-Stra�e 46, 65189 Wiesbaden 420 pp. Englisch. N� de r�f. du vendeur 9783658075965

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