Description Programming Massively Parallel Processors: A Hands-on Approach, Second Edition,teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, whic...
Preface - Programming Massively Parallel Processors (Second Edition)ELSEVIERProgramming Massively Parallel Processors
Programming Massively Parallel Processors 作者: David B. Kirk / Wen-mei W. Hwu 出版社: Nvidia副标题: A Hands-on Approach出版年: 2010页数: 280定价: USD 69.95装帧: PaperbackISBN: 9780123814722豆瓣评分 9.3 51人评价 5星 74.5% 4星 19.6% 3星 5.9% 2星 0.0% 1星 0.0% ...
- 0 - 3 2 3 - 9 1 2 3 1 - 0 ebook isbn: 9780323984638 9 7 8 - 0 - 3 2 3 - 9 8 4 6 3 - 8 programming massively parallel processors: a hands-on approach shows both students and professionals alike the basic concepts of parallel programming and gpu architecture. concise, ...
如图1-1所示,GPU由一些block组成,每个block由几个streaming multiprocessors(SMs)和block私有的cache组成,每个SM由多个streaming processors(SPs)组成。整个GPU上有一块global memory,其可以被所有SPs访问,block的私有cache只能被其内部的SPs访问。内存结构很像CPU,有多级缓存,越靠近片上,访存速度越快。
parallel 比 sequential code 难写很多。第一步把问题分解为独立子问题就很难,有时需要改变数据结构(sparse matrix/graph). 有时需要改算法(scan, list ranking). 代码优化是个无底洞,虽然有 tiling, privatization, binning 等固定 pattern , 但还要知道 threa... (展开) 我要写书评 Programming Massively ...
- 0 - 1 2 - 8 1 1 9 8 6 - 0 ebook isbn: 9780128119877 9 7 8 - 0 - 1 2 - 8 1 1 9 8 7 - 7 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, ...
Programming Massively Parallel Processors译者: Kirk, David B.;Hwu, Wen-mei W. 出版商: Elsevier Science 出版年: 2012 ISBN: 9780123914187 分类: [TP311.1 程序设计] 语种: ENG 简介 Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to progr...
Breadcrumbs Programming-Massively-Parallel-Processors /Performance-Tests-NvBench /convolution / README.md Latest commit HistoryHistory File metadata and controls Preview Code Blame 570 lines (377 loc) · 18.8 KB Raw Convolution Introduction Convolution is a popular array operation that i...
1.1 Heterogeneous parallel computing 早期的计算机速度主要依靠CPU速度、内存速度实现高速计算。例如使用X86的计算机架构的AMD、Intel在早年(1980、1990)有着良好的性能表现,这些初期的处理器按照一个严格的顺序,一次执行一个指令,从而完成各种计算任务,他们依靠着提高CPU的时钟频率来加快CPU处理指令的速度。 然而随着单核...