Programming Massively Parallel Processors: A Hands-on Approach, 3/e (Paperback)
David B. Kirk, Wen-mei W. Hwu
- 出版商: Morgan Kaufmann
- 出版日期: 2016-12-07
- 售價: $2,800
- 貴賓價: 9.5 折 $2,660
- 語言: 英文
- 頁數: 576
- 裝訂: Paperback
- ISBN: 0128119861
- ISBN-13: 9780128119860
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相關分類:
CUDA、GPU
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商品描述
Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs.
Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth.
For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices.
- Teaches computational thinking and problem-solving techniques that facilitate high-performance parallel computing
- Utilizes CUDA version 7.5, NVIDIA's software development tool created specifically for massively parallel environments
- Contains new and updated case studies
- Includes coverage of newer libraries, such as CuDNN for Deep Learning
商品描述(中文翻譯)
《大規模並行處理器編程：實踐方法（第三版）》展示了並行編程和GPU架構的基本概念，詳細探討了構建並行程序的各種技術，適用於學生和專業人士。
案例研究展示了開發過程，詳細介紹了計算思維，並以高效且有效的並行程序結束。深入探討了性能、浮點格式、並行模式和動態並行性等主題。
在這個新版中，作者更新了對CUDA的涵蓋範圍，包括對較新庫（如CuDNN）的涵蓋，將已經不那麼重要的內容移至附錄，增加了兩個新的並行模式章節，並更新了案例研究以反映當前的行業實踐。
本書特點包括：
- 教授促進高性能並行計算的計算思維和問題解決技巧
- 使用CUDA 7.5版本，這是NVIDIA專為大規模並行環境而創建的軟件開發工具
- 包含新的和更新的案例研究
- 包括對深度學習的CuDNN等較新庫的涵蓋
