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Heterogeneous Parallel Programming
课程
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英语
54 时
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- 9 序列
- 等级 介绍
课程详情
教学大纲
- Week One: Introduction to HeterogeneousComputing, Overview of CUDA C, and Kernel-Based Parallel Programming, with lab tourand programming assignment of vector addition in CUDA C.
- Week Two: Memory Model for Locality, Tilingfor Conserving Memory Bandwidth, Handling Boundary Conditions, and PerformanceConsiderations, with programming assignment of simple matrix-matrix multiplicationin CUDA C.
- Week Three: Parallel Convolution Pattern, withprogramming assignment of tiled matrix-matrix multiplication in CUDA C.
- Week Four: Parallel Scan Pattern, withprogramming assignment of parallel convolution in CUDA C.
- Week Five: Parallel Histogram Pattern andAtomic Operations, with programming assignment of parallel scan in CUDA C.
- Week Six: Data Transfer and TaskParallelism, with programming assignment of parallel histogram in CUDA C.
- Week Seven: Introduction to OpenCL,Introduction to C++AMP, Introduction to OpenACC, with programming assignment ofvector addition using streams in CUDA C.
- Week Eight: Course Summary,Other Related Programming Models –Thrust, Bolt, and CUDA FORTRAN, withprogramming assignment of simple matrix-matrix multiplication in choice ofOpenCL, C++AMP, or OpenACC.
- Week Nine: complete anyremaining lab assignments, with optional, bonus programming assignments in choiceof OpenCL, C++AMP, or OpenACC.
先决条件
没有。
讲师
- Wen-mei Hwu - Department of Electrical and Computer Engineering
编辑
伊利诺伊大学香槟分校（UIUC）成立于 1867 年。伊利诺伊大学的主校区位于芝加哥以南 200 公里处的香槟和厄巴纳双城。
根据世界大学排名中心（Center for World University Rankings）等多项排名，这所重点大学跻身全球最负盛名的大学之列，2020-21 年的全球排名为第 22 位。
平台
Coursera是一家数字公司，提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。
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