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General Purpose Computing On Graphics Processing Units - Utilizing the Graphics Processing Unit (GPU) to carry out calculations that are normally performed by the CPU - cover

General Purpose Computing On Graphics Processing Units - Utilizing the Graphics Processing Unit (GPU) to carry out calculations that are normally performed by the CPU

Fouad Sabry

Maison d'édition: One Billion Knowledgeable

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Synopsis

What Is General Purpose Computing On Graphics Processing Units
 
The term "general-purpose computing on graphics processing units" (also known as "general-purpose computing on GPUs") refers to the practice of employing a graphics processing unit (GPU), which ordinarily performs computation only for the purpose of computer graphics, to carry out computation in programs that are typically performed by the central processing unit (CPU). The already parallel nature of graphics processing may be further parallelized by using numerous video cards in a single computer or a large number of graphics processors.
 
How You Will Benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: General-purpose computing on graphics processing units
 
Chapter 2: Supercomputer
 
Chapter 3: Flynn's taxonomy
 
Chapter 4: Graphics processing unit
 
Chapter 5: Physics processing unit
 
Chapter 6: Hardware acceleration
 
Chapter 7: Stream processing
 
Chapter 8: BrookGPU
 
Chapter 9: CUDA
 
Chapter 10: Close to Metal
 
Chapter 11: Larrabee (microarchitecture)
 
Chapter 12: AMD FireStream
 
Chapter 13: OpenCL
 
Chapter 14: OptiX
 
Chapter 15: Fermi (microarchitecture)
 
Chapter 16: Pascal (microarchitecture)
 
Chapter 17: Single instruction, multiple threads
 
Chapter 18: Multidimensional DSP with GPU Acceleration
 
Chapter 19: Compute kernel
 
Chapter 20: AI accelerator
 
Chapter 21: ROCm
 
(II) Answering the public top questions about general purpose computing on graphics processing units.
 
(III) Real world examples for the usage of general purpose computing on graphics processing units in many fields.
 
(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of general purpose computing on graphics processing units' technologies.
 
Who This Book Is For
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of general purpose computing on graphics processing units.
Disponible depuis: 10/07/2022.
Longueur d'impression: 346 pages.

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