Abstraction of Graphics Hardware Through The Use of Modern Interfaces to Increase Performance of Linear Algebra Routines

作者

  • M. Woolsey Department of Electrical Engineering University of Mississippi, University, MS 38677, USA
  • W. E. Hutchcraft Department of Electrical Engineering University of Mississippi, University, MS 38677, USA
  • R. K. Gordon Department of Electrical Engineering University of Mississippi, University, MS 38677, USA

关键词:

Abstraction of Graphics Hardware Through The Use of Modern Interfaces to Increase Performance of Linear Algebra Routines

摘要

General purpose computation on graphics processing units (GPGPU) is introduced through the application of modern interfaces that abstract graphics hardware. In order to provide an example of these techniques, implementation of an iterative matrix solving algorithm is detailed using two interfaces – Stanford's BrookGPU and Accelerator from Microsoft Research. Performance of the Accelerator implementation is then analyzed.

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参考

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WOOLSEY, HUTCHCRAFT, GORDON: ABSTRACTION OF GRAPHICS HARDWARE TO INCREASE PERFORMANCE OF LINEAR ALGEBRA

mesh generator and delaunay triangulator,” Applied

Computational Geometry: Towards Geometric

Engineering, vol. 1148 Lecture Notes in Computer

Science, pp. 203-222, Springer-Verlag, Berlin, May

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已出版

2022-06-17

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[1]
M. . Woolsey, W. E. . Hutchcraft, 和 R. K. . Gordon, 《Abstraction of Graphics Hardware Through The Use of Modern Interfaces to Increase Performance of Linear Algebra Routines》, ACES Journal, 卷 23, 期 3, 页 292–297, 6月 2022.

期

2008: Vol 23 Iss 3

栏目

General Submission