计算机与现代化 ›› 2010, Vol. 1 ›› Issue (01): 12-15.doi: 10.3969/j.issn.1006-2475.2010.01.004

• 算法分析与设计 • 上一篇    下一篇

通用计算研究

丁鹏,陈利学,龚捷,张岩   

  1. 西南石油大学计算机科学学院,四川 成都 610500
  • 收稿日期:2009-06-24 修回日期:1900-01-01 出版日期:2010-01-15 发布日期:2010-01-15

Research on General Purpose Computation on Graphic Process Unit

DING Peng,CHEN Li-xue,GONG Jie,ZHANG Yan   

  1. College of Computer Science, Southwest Petroleum University, Chengdu 610500, China
  • Received:2009-06-24 Revised:1900-01-01 Online:2010-01-15 Published:2010-01-15

摘要: 随着图形硬件的快速发展,GPU的通用计算已经成为了一个新的研究领域。本文分析GPU编程模型,介绍使用图形硬件进行通用计算的方法,并把一些常用的算法映射到了GPU上。通过这些算法与CPU上对应的算法进行比较,分析使用GPU进行通用计算的优势和劣势。

关键词: GPU, 通用计算, 图形硬件

Abstract: With the fast development of GPU, the general purpose computation becomes a new research field. This paper analyzes the GPU programming model, introduces how to accomplish general purpose on GPU, and maps some common algorithm to GPU. Comparing with computation with CPU, it gets the advantage and disadvantage of computation with GPU.

Key words: GPU, general purpose computation, graphic hardware

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