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Communication Dans Un Congrès Année : 2014

Accelerated solution of Helmholtz equation with iterative Krylov methods on GPU

Résumé

This paper gives an analysis and an evaluation of linear algebra operations on Graphics Processing Unit (GPU) with complex number arithmetics with double precision. Knowing the performance of these operations, iterative Krylov methods are considered to solve the acoustic problem efficiently. Numerical experiments carried out on a set of acoustic matrices arising from the modelisation of acoustic phenomena within a cylinder and a car compartment are exposed, exhibiting the performance, robustness and efficiency of our algorithms, with a ratio up to 27× for dot product, 10× for sparse matrix-vector product and solvers in complex double precision arithmetics.

Dates et versions

hal-01273942 , version 1 (15-02-2016)

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Abal-Kassim Cheik Ahamed, F. Magoules. Accelerated solution of Helmholtz equation with iterative Krylov methods on GPU. 16th International Conference on High Performance and Communications (HPCC 2014), Aug 2014, Paris, France. ⟨10.1109/hpcc.2014.16⟩. ⟨hal-01273942⟩
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