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Beijing University of Chemical Technology

CUDA并行计算及应用

Beijing University of Chemical Technology via XuetangX

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Overview

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本课程主要介绍利用CUDA实现并行计算的基本知识，使学生能够初步掌握CUDA编程环境配置以及CUDA并行编程的技巧，熟悉并行编程思想，学会使用并行算法解决问题。



Syllabus

  • 第一章 CUDA概论
    • 一、绪论
    • 二、CUDA起步
  • 第二章 CUDA编程模型
    • 第三章 CUDA与HIP C编程
      • 一、CUDA C编程接口
      • 二、矩阵乘法实例
      • 三、HIP编程模型
    • 第四章 CUDA性能优化
      • 二、合并访存
      • 四、矩阵转置优化实例
      • 五、并行规约实例
    • 期末考试

      Taught by

      Fan Zhang and Yingbing Liu

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