diff options
author | Stanislaw Halik <sthalik@misaki.pl> | 2016-09-18 12:42:15 +0200 |
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committer | Stanislaw Halik <sthalik@misaki.pl> | 2016-11-02 15:12:04 +0100 |
commit | 44861dcbfeee041223c4aac1ee075e92fa4daa01 (patch) | |
tree | 6dfdfd9637846a7aedd71ace97d7d2ad366496d7 /eigen/bench/btl/libs/gmm/gmm_interface.hh | |
parent | f3fe458b9e0a29a99a39d47d9a76dc18964b6fec (diff) |
update
Diffstat (limited to 'eigen/bench/btl/libs/gmm/gmm_interface.hh')
-rw-r--r-- | eigen/bench/btl/libs/gmm/gmm_interface.hh | 144 |
1 files changed, 144 insertions, 0 deletions
diff --git a/eigen/bench/btl/libs/gmm/gmm_interface.hh b/eigen/bench/btl/libs/gmm/gmm_interface.hh new file mode 100644 index 0000000..3ea303c --- /dev/null +++ b/eigen/bench/btl/libs/gmm/gmm_interface.hh @@ -0,0 +1,144 @@ +//===================================================== +// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr> +//===================================================== +// +// This program is free software; you can redistribute it and/or +// modify it under the terms of the GNU General Public License +// as published by the Free Software Foundation; either version 2 +// of the License, or (at your option) any later version. +// +// This program is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// You should have received a copy of the GNU General Public License +// along with this program; if not, write to the Free Software +// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. +// +#ifndef GMM_INTERFACE_HH +#define GMM_INTERFACE_HH + +#include <gmm/gmm.h> +#include <vector> + +using namespace gmm; + +template<class real> +class gmm_interface { + +public : + + typedef real real_type ; + + typedef std::vector<real> stl_vector; + typedef std::vector<stl_vector > stl_matrix; + + typedef gmm::dense_matrix<real> gene_matrix; + typedef stl_vector gene_vector; + + static inline std::string name( void ) + { + return "gmm"; + } + + static void free_matrix(gene_matrix & A, int N){ + return ; + } + + static void free_vector(gene_vector & B){ + return ; + } + + static inline void matrix_from_stl(gene_matrix & A, stl_matrix & A_stl){ + A.resize(A_stl[0].size(),A_stl.size()); + + for (int j=0; j<A_stl.size() ; j++){ + for (int i=0; i<A_stl[j].size() ; i++){ + A(i,j) = A_stl[j][i]; + } + } + } + + static inline void vector_from_stl(gene_vector & B, stl_vector & B_stl){ + B = B_stl; + } + + static inline void vector_to_stl(gene_vector & B, stl_vector & B_stl){ + B_stl = B; + } + + static inline void matrix_to_stl(gene_matrix & A, stl_matrix & A_stl){ + int N=A_stl.size(); + + for (int j=0;j<N;j++){ + A_stl[j].resize(N); + for (int i=0;i<N;i++){ + A_stl[j][i] = A(i,j); + } + } + } + + static inline void matrix_matrix_product(const gene_matrix & A, const gene_matrix & B, gene_matrix & X, int N){ + gmm::mult(A,B, X); + } + + static inline void transposed_matrix_matrix_product(const gene_matrix & A, const gene_matrix & B, gene_matrix & X, int N){ + gmm::mult(gmm::transposed(A),gmm::transposed(B), X); + } + + static inline void ata_product(const gene_matrix & A, gene_matrix & X, int N){ + gmm::mult(gmm::transposed(A),A, X); + } + + static inline void aat_product(const gene_matrix & A, gene_matrix & X, int N){ + gmm::mult(A,gmm::transposed(A), X); + } + + static inline void matrix_vector_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ + gmm::mult(A,B,X); + } + + static inline void atv_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ + gmm::mult(gmm::transposed(A),B,X); + } + + static inline void axpy(const real coef, const gene_vector & X, gene_vector & Y, int N){ + gmm::add(gmm::scaled(X,coef), Y); + } + + static inline void axpby(real a, const gene_vector & X, real b, gene_vector & Y, int N){ + gmm::add(gmm::scaled(X,a), gmm::scaled(Y,b), Y); + } + + static inline void copy_matrix(const gene_matrix & source, gene_matrix & cible, int N){ + gmm::copy(source,cible); + } + + static inline void copy_vector(const gene_vector & source, gene_vector & cible, int N){ + gmm::copy(source,cible); + } + + static inline void trisolve_lower(const gene_matrix & L, const gene_vector& B, gene_vector & X, int N){ + gmm::copy(B,X); + gmm::lower_tri_solve(L, X, false); + } + + static inline void partial_lu_decomp(const gene_matrix & X, gene_matrix & R, int N){ + gmm::copy(X,R); + std::vector<int> ipvt(N); + gmm::lu_factor(R, ipvt); + } + + static inline void hessenberg(const gene_matrix & X, gene_matrix & R, int N){ + gmm::copy(X,R); + gmm::Hessenberg_reduction(R,X,false); + } + + static inline void tridiagonalization(const gene_matrix & X, gene_matrix & R, int N){ + gmm::copy(X,R); + gmm::Householder_tridiagonalization(R,X,false); + } + +}; + +#endif |