CUDA Programming: A Developer's Guide to Parallel Computing with GPUs (Paperback)
暫譯: CUDA 程式設計：開發者的 GPU 平行計算指南 (平裝本)

Shane Cook

CUDA Programming: A Developer's Guide to Parallel Computing with GPUs (Paperback)

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商品描述

If you need to learn CUDA but don't have experience with parallel computing, CUDA Programming: A Developer's Introduction offers a detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and hardware, then delving into CUDA installation. Chapters on core concepts including threads, blocks, grids, and memory focus on both parallel and CUDA-specific issues. Later, the book demonstrates CUDA in practice for optimizing applications, adjusting to new hardware, and solving common problems.

  • Comprehensive introduction to parallel programming with CUDA, for readers new to both
  • Detailed instructions help readers optimize the CUDA software development kit
  • Practical techniques illustrate working with memory, threads, algorithms, resources, and more
  • Covers CUDA on multiple hardware platforms: Mac, Linux and Windows with several NVIDIA chipsets
  • Each chapter includes exercises to test reader knowledge

商品描述(中文翻譯)

如果您需要學習 CUDA，但對平行計算沒有經驗，CUDA Programming: A Developer's Introduction 提供了一個詳細的 CUDA 指南，並以平行計算的基本原理為基礎。它首先介紹 CUDA，讓您了解 GPU 的平行性和硬體，然後深入探討 CUDA 的安裝。關於核心概念的章節，包括執行緒（threads）、區塊（blocks）、網格（grids）和記憶體，專注於平行和 CUDA 特有的問題。隨後，本書展示了如何在實踐中使用 CUDA 來優化應用程式、調整新硬體以及解決常見問題。

- 對於新手讀者，提供全面的 CUDA 平行程式設計介紹
- 詳細的指導幫助讀者優化 CUDA 軟體開發工具包
- 實用技術說明如何處理記憶體、執行緒、演算法、資源等
- 涵蓋多個硬體平台上的 CUDA：Mac、Linux 和 Windows，並支援多種 NVIDIA 晶片組
- 每章節包含練習題以測試讀者的知識

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