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- //=====================================================
- // 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 MTL4_INTERFACE_HH
- #define MTL4_INTERFACE_HH
- #include <boost/numeric/mtl/mtl.hpp>
- #include <boost/numeric/mtl/utility/range_generator.hpp>
- // #include <boost/numeric/mtl/operation/cholesky.hpp>
- #include <vector>
- using namespace mtl;
- template<class real>
- class mtl4_interface {
- public :
- typedef real real_type ;
- typedef std::vector<real> stl_vector;
- typedef std::vector<stl_vector > stl_matrix;
- typedef mtl::dense2D<real, mtl::matrix::parameters<mtl::tag::col_major> > gene_matrix;
- typedef mtl::dense_vector<real> gene_vector;
- static inline std::string name() { return "mtl4"; }
- 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.change_dim(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.change_dim(B_stl.size());
- for (int i=0; i<B_stl.size() ; i++){
- B[i] = B_stl[i];
- }
- }
- static inline void vector_to_stl(gene_vector & B, stl_vector & B_stl){
- for (int i=0; i<B_stl.size() ; i++){
- B_stl[i] = B[i];
- }
- }
- 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){
- X = (A*B);
- // morton_dense<double, doppled_64_row_mask> C(N,N);
- // C = B;
- // X = (A*C);
- }
- static inline void transposed_matrix_matrix_product(const gene_matrix & A, const gene_matrix & B, gene_matrix & X, int N){
- X = (trans(A)*trans(B));
- }
- // static inline void ata_product(const gene_matrix & A, gene_matrix & X, int N){
- // X = (trans(A)*A);
- // }
- static inline void aat_product(const gene_matrix & A, gene_matrix & X, int N){
- X = (A*trans(A));
- }
- static inline void matrix_vector_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
- X = (A*B);
- }
- static inline void atv_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
- X = (trans(A)*B);
- }
- static inline void axpy(const real coef, const gene_vector & X, gene_vector & Y, int N){
- Y += coef * X;
- }
- static inline void axpby(real a, const gene_vector & X, real b, gene_vector & Y, int N){
- Y = a*X + b*Y;
- }
- // static inline void cholesky(const gene_matrix & X, gene_matrix & C, int N){
- // C = X;
- // recursive_cholesky(C);
- // }
- // static inline void lu_decomp(const gene_matrix & X, gene_matrix & R, int N){
- // R = X;
- // std::vector<int> ipvt(N);
- // lu_factor(R, ipvt);
- // }
- static inline void trisolve_lower(const gene_matrix & L, const gene_vector& B, gene_vector & X, int N){
- X = lower_trisolve(L, B);
- }
- static inline void copy_matrix(const gene_matrix & source, gene_matrix & cible, int N){
- cible = source;
- }
- static inline void copy_vector(const gene_vector & source, gene_vector & cible, int N){
- cible = source;
- }
- };
- #endif
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