Heterogeneous Computing with OpenCL: Revised OpenCL 1.2 Edition, 2/e (Paperback)
Benedict Gaster, Lee Howes, David R. Kaeli, Perhaad Mistry, Dana Schaa
- 出版商: Morgan Kaufmann
- 出版日期: 2012-11-13
- 售價: $2,680
- 貴賓價: 9.5 折 $2,546
- 語言: 英文
- 頁數: 308
- 裝訂: Paperback
- ISBN: 0124058949
- ISBN-13: 9780124058941
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其他版本:
Heterogeneous Computing with OpenCL 2.0 3rd 版本
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商品描述
Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs) such as AMD Fusion technology. Designed to work on multiple platforms and with wide industry support, OpenCL will help you more effectively program for a heterogeneous future.
Written by leaders in the parallel computing and OpenCL communities, this book will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms. The authors explore memory spaces, optimization techniques, graphics interoperability, extensions, and debugging and profiling. Intended to support a parallel programming course, Heterogeneous Computing with OpenCL includes detailed examples throughout, plus additional online exercises and other supporting materials.
- Explains principles and strategies to learn parallel programming with OpenCL, from understanding the four abstraction models to thoroughly testing and debugging complete applications.
- Covers image processing, web plugins, particle simulations, video editing, performance optimization, and more.
- Shows how OpenCL maps to an example target architecture and explains some of the tradeoffs associated with mapping to various architectures
- Addresses a range of fundamental programming techniques, with multiple examples and case studies that demonstrate OpenCL extensions for a variety of hardware platforms
商品描述(中文翻譯)
《Heterogeneous Computing with OpenCL》教授 OpenCL 及針對複雜系統的平行程式設計,這些系統可能包含多種設備架構:多核心 CPU、GPU,以及如 AMD Fusion 技術的完全整合加速處理單元 (APU)。OpenCL 設計為可在多個平台上運行,並獲得廣泛的產業支持,將幫助您更有效地為異質未來進行程式設計。
本書由平行計算和 OpenCL 社群的領導者撰寫,將為您提供實際的 OpenCL 經驗,以解決一系列基本的平行演算法。作者探討了記憶體空間、優化技術、圖形互操作性、擴展以及除錯和性能分析。為了支持平行程式設計課程,《Heterogeneous Computing with OpenCL》在全書中包含詳細的範例,並提供額外的線上練習和其他輔助材料。
- 解釋學習平行程式設計的原則和策略,從理解四種抽象模型到徹底測試和除錯完整應用程式。
- 涵蓋影像處理、網頁插件、粒子模擬、影片編輯、性能優化等主題。
- 展示 OpenCL 如何映射到一個範例目標架構,並解釋與映射到各種架構相關的一些權衡。
- 涉及一系列基本程式設計技術,並提供多個範例和案例研究,展示 OpenCL 擴展在各種硬體平台上的應用。