Produktbild: Automatic SIMD Vectorization of SSA-based Control Flow Graphs

Automatic SIMD Vectorization of SSA-based Control Flow Graphs

Lieferzeit: Lieferbar innerhalb 14 Tagen

53,49 €

inkl. 7 % MwSt. zzgl. Versandkosten

ISBN: 3658101121
ISBN 13: 9783658101121
Autor: Karrenberg, Ralf
Verlag: Springer Vieweg
Umfang: xvi, 187 S., 36 s/w Illustr., 5 farbige Illustr., 187 p. 41 illus., 5 illus. in color.
Erscheinungsdatum: 29.06.2015
Auflage: 1/2015
Produktform: Kartoniert
Einband: Kartoniert

Ralf Karrenberg presents Whole-Function Vectorization (WFV), an approach that allows a compiler to automatically create code that exploits data-parallelism using SIMD instructions. Data-parallel applications such as particle simulations, stock option price estimation, or video decoding require the same computations to be performed on huge amounts of data. Without WFV, one processor core executes a single instance of a data-parallel function. WFV transforms the function to execute multiple instances at once using SIMD instructions. The author describes an advanced WFV algorithm that includes a variety of analyses and code generation techniques. He shows that this approach improves the performance of the generated code in a variety of use cases.Contents – Introduction, Foundations & Terminology, Related Work SIMD Property Analyses WholeFunction Vectorization Dynamic Code Variants, Evaluation, Conclusion, Outlook Target Groups – Computer science researchers and students working in data-parallel computing Software and compiler engineers in the fields highperformance computing and compiler construction About the AuthorRalf Karrenberg received his PhD in computer science at Saarland University in 2015. His seminal research on compilation techniques for SIMD architectures found wide recognition in both academia and the CPU and GPU industry. Currently, he is working for NVIDIA in Berlin. Prior to that, he contributed to research and development for visual effects in blockbuster movies at Weta Digital, New Zealand.

Artikelnummer: 8119629 Kategorie:

Beschreibung

Herstellerkennzeichnung:


Springer Vieweg in Springer Science + Business Media
Abraham-Lincoln-Straße 46
65189 Wiesbaden
DE

E-Mail: juergen.hartmann@springer.com

Das könnte Ihnen auch gefallen …