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Grafikprozessoren und deren Architektur. Einblicke in die Parallelisierung und die Funktionsweise von Mehrkernprozessoren

Grafikprozessoren und deren Architektur. Einblicke in die Parallelisierung und die Funktionsweise von Mehrkernprozessoren

          
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About the Book

Akademische Arbeit aus dem Jahr 2020 im Fachbereich Informatik - Wirtschaftsinformatik, Note: 1.0, FOM Hochschule für Oekonomie & Management gemeinnützige GmbH, Bonn früher Fachhochschule, Veranstaltung: IT-Infrastruktur, Sprache: Deutsch, Abstract: Die folgende Arbeit zielt darauf ab, ein Verständnis über die Funktionsweise und den Aufbau heutiger Grafikprozessoren zu vermitteln. Hierbei wird exemplarisch für moderne GPU-Architekturen, die auf dem GP100-Chipsatz basierende Nvidia Pascal Architektur der GTX1000 Serie analysiert. Die Graphics Processing Unit (GPU) hat im Verlauf der letzten fünf Jahrzehnte eine rasanten Entwicklung erfahren. GPUs (auch als Parallelrechner bezeichnet) wurden zu Beginn ihrer Entwicklung als eine Entlastung der Central Processing Unit (CPU) bei der Berechnung von Grafiken konzipiert. Derartige Grafik-Berechnungen (Voxel-Berechnungen, Kalkulationen von dreidimensionalen Volumengrafiken, etc) bestehen heruntergebrochen aus simplen und schrittweise stattfindenden Verrechnungen von Gleitkommazahlen innerhalb einer Fixed-Funciton-Pipeline. Die zunehmenden Anforderungen von Spiele- und Rendering-Engines (Unity, Blender, Cinema4D, etc) sowie eine Erhöhung der Auflösung heutiger Ausgabegeräte erfordern GPU-Architekturen, welche in der Lage sind immer größere Mengen an Daten unter kleinstmöglicher Latenz zu verarbeiten. Der hohe Durchsatz einer GPU - gemessen in FLOPS (Floating Point Operations per Second) - geht auf die besondere Eigenschaft der GPU zurück, Daten parallelisiert nach dem Single Instruction Multiple Thread (SIMT)-Prinzip verarbeiten zu können. Anspruchsvolle Textur- und Voxel-Berechnungen werden - zunächst vereinfacht betrachtet - als ein teilbares Gesamtproblem auf die vielen Rechenkerne der GPU aufgeteilt, als Bruchstücke berechnet und zuletzt wieder zu einem Ergebnis zusammengefügt. Nicht zuletzt hat diese Art der alternativen Prozessierung (im Vergleich zur Multiple Instruction Multiple Data (MIMD)-basierten Datenverarbeit


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Product Details
  • ISBN-13: 9783346413130
  • Publisher: Grin Verlag
  • Publisher Imprint: Grin Verlag
  • Height: 210 mm
  • No of Pages: 36
  • Spine Width: 2 mm
  • Width: 148 mm
  • ISBN-10: 3346413136
  • Publisher Date: 14 Apr 2021
  • Binding: Paperback
  • Language: German
  • Returnable: N
  • Weight: 59 gr


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Grafikprozessoren und deren Architektur. Einblicke in die Parallelisierung und die Funktionsweise von Mehrkernprozessoren
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Grafikprozessoren und deren Architektur. Einblicke in die Parallelisierung und die Funktionsweise von Mehrkernprozessoren
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