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Autor(en): 
  • Ralf Karrenberg
  • Automatic SIMD Vectorization of SSA-based Control Flow Graphs 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Juni 2015  
    Genre:  EDV / Informatik 
     
    Applied mathematics / C / Compilers & interpreters / Compilers and Interpreters / Computer Graphics / computer science / Engineering mathematics / Graphics programming
    ISBN:  9783658101121 
    EAN-Code: 
    9783658101121 
    Verlag:  Springer EN 
    Einband:  Kartoniert  
    Sprache:  English  
    Dimensionen:  H 210 mm / B 148 mm / D  
    Gewicht:  2703 gr 
    Seiten:  187 
    Illustration:  XVI, 187 p. 41 illus., 5 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    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.ContentsIntroduction, Foundations & Terminology, Related WorkSIMD Property AnalysesWhole-Function VectorizationDynamic Code Variants, Evaluation, Conclusion, OutlookTarget GroupsComputer science researchers and students working in data-parallel computingSoftware and compiler engineers in the fields high-performance computing and compiler constructionAbout 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.
      



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