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Programming Massively Parallel Processors: A Hands-on Approach (Applications of GPU Computing Series)

de David B. Kirk, Wen-mei W. Hwu

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Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This best-selling guide to CUDA and GPU parallel programming has been revis… (més)
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The book can be divided into two parts. Part A (80%) facilitates an introduction into GPU programming with CUDA C. Part B (20%) gives very short introductions into other GPU programming languages or libraries. I had the impression that part B was mainly written by the co-authors mentioned at the beginning of each respective chapter; the reason was possibly that these chapters are not perfectly integrated with the rest of the text. Nevertheless, I found part B quite interesting and appropriate.

The main part A is clearly written in a style that makes it easy and fast to read, but it is not written very carefully. The text contains errors, especially in the code examples. Sometimes it is overly elaborate, almost rambling, especially in the sections that explain what a particular algorithm does.

A deep understanding of computer architecture is not assumed. Many performance-related explanations are provided although, unfortunately, measurements of specific pieces of code are almost completely absent.

Exercises are given at the end of each chapter; but they are not exceptionally inspiring. ( )
  Tobias.Bruell | Oct 26, 2014 |
A great introduction to programming on GPUs but you should probably buy another book with it. This is a great read for the concepts and just enough code so you have an idea of what is going on. The performance considerations discussed in the various chapters are also great.
  jcopenha | Nov 21, 2011 |
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David B. Kirkautor primaritotes les edicionscalculat
Hwu, Wen-mei W.autor principaltotes les edicionsconfirmat
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Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This best-selling guide to CUDA and GPU parallel programming has been revis

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