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An Error Correction Solver for Linear Systems: Evaluation of Mixed Precision Implementations.

Authors :
Anzt, Hartwig
Heuveline, Vincent
Rocker, Björn
Source :
High Performance Computing for Computational Science - Vecpar 2010; 2011, p58-70, 13p
Publication Year :
2011

Abstract

This paper proposes an error correction method for solving linear systems of equations and the evaluation of an implementation using mixed precision techniques. While different technologies are available, graphic processing units (GPUs) have been established as particularly powerful coprocessors in recent years. For this reason, our error correction approach is focused on a CUDA implementation executing the error correction solver on the GPU. Benchmarks are performed both for artificially created matrices with preset characteristics as well as matrices obtained from finite element discretizations of fluid flow problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783642193279
Database :
Complementary Index
Journal :
High Performance Computing for Computational Science - Vecpar 2010
Publication Type :
Book
Accession number :
76856373
Full Text :
https://doi.org/10.1007/978-3-642-19328-6_8