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Algorithmic Differentiation of Pragma-Defined Parallel Regions
Michael Forster
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Description for Algorithmic Differentiation of Pragma-Defined Parallel Regions
Paperback. Num Pages: 416 pages, 41 black & white illustrations, 38 black & white tables, biography. BIC Classification: TBJ; UMA; UYA. Category: (P) Professional & Vocational. Dimension: 210 x 148 x 24. Weight in Grams: 549.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2014
Publisher
Springer Fachmedien Wiesbaden Germany
Number of pages
416
Condition
New
Number of Pages
405
Place of Publication
Weisbaden, Germany
ISBN
9783658075965
SKU
V9783658075965
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Michael Forster
Michael Förster is currently Research Associate of the Institute Software and Tools for Computational Engineering, RWTH Aachen University.
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