Linear Algebra Libraries Claire Mouton To cite this version: Claire Mouton. Linear Algebra Libraries. [Technical Report] 2009, pp.35. inria-00576469 HAL Id: inria-00576469 https://hal.inria.fr/inria-00576469 Submitted on 15 Mar 2011 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Linear Algebra Libraries Claire Mouton
[email protected] March 2009 Contents I Requirements 3 II CPPLapack 4 III Eigen 5 IV Flens 6 V Gmm++ 7 VI GNU Scientific Library (GSL) 8 VII IT++ 9 VIII Lapack++ 10 IX Matrix Template Library (MTL) 11 X PETSc 13 XI Seldon 14 XII SparseLib++ 15 XIII Template Numerical Toolkit (TNT) 16 XIV Trilinos 17 XV uBlas 19 1 XVI Other Libraries 20 XVII Links and Benchmarks 22 1 Links 22 2 Benchmarks 22 2.1 Benchmarks for Linear Algebra Libraries . ...... 22 2.2 BenchmarksincludingSeldon . 23 2.2.1 BenchmarksforDenseMatrix. 23 2.2.2 BenchmarksforSparseMatrix . 26 XVIII Appendix 27 3 Flens Overloaded Operator Performance Compared to Seldon 27 4 Flens, Seldon and Trilinos Content Comparisons 29 4.1 Available Matrix Types from Blas (Flens and Seldon) . ....... 29 4.2 Available Interfaces to Blas and Lapack Routines (Flens and Seldon) .