1c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//=====================================================
2c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// File   :  blitz_interface.hh
3c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// Author :  L. Plagne <laurent.plagne@edf.fr)>
4c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// Copyright (C) EDF R&D,  lun sep 30 14:23:30 CEST 2002
5c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
6c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//=====================================================
7c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//
8c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// This program is free software; you can redistribute it and/or
9c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// modify it under the terms of the GNU General Public License
10c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// as published by the Free Software Foundation; either version 2
11c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// of the License, or (at your option) any later version.
12c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//
13c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// This program is distributed in the hope that it will be useful,
14c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// but WITHOUT ANY WARRANTY; without even the implied warranty of
15c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
16c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// GNU General Public License for more details.
17c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// You should have received a copy of the GNU General Public License
18c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// along with this program; if not, write to the Free Software
19c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
20c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//
21c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#ifndef BLITZ_INTERFACE_HH
22c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#define BLITZ_INTERFACE_HH
23c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
24c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <blitz/blitz.h>
25c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <blitz/array.h>
26c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <blitz/vector-et.h>
27c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <blitz/vecwhere.h>
28c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <blitz/matrix.h>
29c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#include <vector>
30c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
31c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan KamathBZ_USING_NAMESPACE(blitz)
32c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
33c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamathtemplate<class real>
34c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamathclass blitz_interface{
35c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
36c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamathpublic :
37c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
38c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  typedef real real_type ;
39c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
40c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  typedef std::vector<real>  stl_vector;
41c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  typedef std::vector<stl_vector > stl_matrix;
42c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
43c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  typedef blitz::Array<real, 2>  gene_matrix;
44c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  typedef blitz::Array<real, 1>  gene_vector;
45c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//   typedef blitz::Matrix<real, blitz::ColumnMajor>  gene_matrix;
46c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//   typedef blitz::Vector<real> gene_vector;
47c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
48c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline std::string name() { return "blitz"; }
49c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
50c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static void free_matrix(gene_matrix & A, int N){}
51c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
52c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static void free_vector(gene_vector & B){}
53c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
54c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void matrix_from_stl(gene_matrix & A, stl_matrix & A_stl){
55c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    A.resize(A_stl[0].size(),A_stl.size());
56c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    for (int j=0; j<A_stl.size() ; j++){
57c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      for (int i=0; i<A_stl[j].size() ; i++){
58c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath        A(i,j)=A_stl[j][i];
59c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      }
60c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    }
61c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
62c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
63c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void vector_from_stl(gene_vector & B, stl_vector & B_stl){
64c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    B.resize(B_stl.size());
65c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    for (int i=0; i<B_stl.size() ; i++){
66c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      B(i)=B_stl[i];
67c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    }
68c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
69c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
70c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void vector_to_stl(gene_vector & B, stl_vector & B_stl){
71c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    for (int i=0; i<B_stl.size() ; i++){
72c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      B_stl[i]=B(i);
73c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    }
74c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
75c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
76c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void matrix_to_stl(gene_matrix & A, stl_matrix & A_stl){
77c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    int N=A_stl.size();
78c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    for (int j=0;j<N;j++){
79c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      A_stl[j].resize(N);
80c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath      for (int i=0;i<N;i++)
81c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath        A_stl[j][i] = A(i,j);
82c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    }
83c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
84c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
85c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void matrix_matrix_product(const gene_matrix & A, const gene_matrix & B, gene_matrix & X, int N)
86c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
87c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
88c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    secondIndex j;
89c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    thirdIndex k;
90c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    X = sum(A(i,k) * B(k,j), k);
91c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
92c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
93c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void ata_product(const gene_matrix & A, gene_matrix & X, int N)
94c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
95c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
96c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    secondIndex j;
97c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    thirdIndex k;
98c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    X = sum(A(k,i) * A(k,j), k);
99c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
100c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
101c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void aat_product(const gene_matrix & A, gene_matrix & X, int N)
102c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
103c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
104c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    secondIndex j;
105c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    thirdIndex k;
106c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    X = sum(A(i,k) * A(j,k), k);
107c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
108c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
109c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void matrix_vector_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N)
110c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
111c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
112c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    secondIndex j;
113c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    X = sum(A(i,j)*B(j),j);
114c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
115c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
116c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void atv_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N)
117c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
118c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
119c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    secondIndex j;
120c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    X = sum(A(j,i) * B(j),j);
121c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
122c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
123c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void axpy(const real coef, const gene_vector & X, gene_vector & Y, int N)
124c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  {
125c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    firstIndex i;
126c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    Y = Y(i) + coef * X(i);
127c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    //Y += coef * X;
128c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
129c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
130c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void copy_matrix(const gene_matrix & source, gene_matrix & cible, int N){
131c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    cible = source;
132c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    //cible.template operator=<gene_matrix>(source);
133c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//     for (int i=0;i<N;i++){
134c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//       for (int j=0;j<N;j++){
135c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//         cible(i,j)=source(i,j);
136c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//       }
137c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath//     }
138c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
139c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
140c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  static inline void copy_vector(const gene_vector & source, gene_vector & cible, int N){
141c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    //cible.template operator=<gene_vector>(source);
142c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath    cible = source;
143c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath  }
144c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
145c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath};
146c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath
147c981c48f5bc9aefeffc0bcb0cc3934c2fae179ddNarayan Kamath#endif
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