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Diffstat (limited to 'btl/actions/action_svd_decomp.hh')
-rw-r--r--btl/actions/action_svd_decomp.hh115
1 files changed, 115 insertions, 0 deletions
diff --git a/btl/actions/action_svd_decomp.hh b/btl/actions/action_svd_decomp.hh
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+++ b/btl/actions/action_svd_decomp.hh
@@ -0,0 +1,115 @@
+//=====================================================
+// Copyright (C) 2011 Andrea Arteaga <andyspiros@gmail.com>
+//=====================================================
+//
+// 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 ACTION_SVD_DECOMP
+#define ACTION_SVD_DECOMP
+#include "utilities.h"
+#include "STL_interface.hh"
+#include <string>
+#include "init/init_function.hh"
+#include "init/init_vector.hh"
+#include "init/init_matrix.hh"
+
+using namespace std;
+
+template<class Interface>
+class Action_svd_decomp {
+
+public :
+
+ // Ctor
+
+ Action_svd_decomp( int size ) : _size(size)
+ {
+ MESSAGE("Action_svd_decomp Ctor");
+
+ // STL vector initialization
+ init_matrix<pseudo_random>(X_stl ,_size);
+ init_matrix<null_function>(U_stl, _size);
+ init_matrix<null_function>(VT_stl, _size);
+ init_vector<null_function>(S_stl, _size);
+
+ // generic matrix and vector initialization
+ Interface::matrix_from_stl(X_ref, X_stl);
+ Interface::matrix_from_stl(X, X_stl);
+ Interface::matrix_from_stl(U, U_stl);
+ Interface::matrix_from_stl(VT, VT_stl);
+ Interface::vector_from_stl(S, S_stl);
+
+ _cost = 4*size*size*size;
+ }
+
+ // invalidate copy ctor
+
+ Action_svd_decomp( const Action_svd_decomp & )
+ {
+ INFOS("illegal call to Action_svd_decomp Copy Ctor");
+ exit(1);
+ }
+
+ // Dtor
+
+ ~Action_svd_decomp( void ){
+
+ MESSAGE("Action_svd_decomp Dtor");
+
+ // deallocation
+ Interface::free_matrix(X_ref, _size);
+ Interface::free_matrix(X, _size);
+ Interface::free_matrix(U, _size);
+ Interface::free_matrix(VT, _size);
+ Interface::free_vector(S);
+ }
+
+ // action name
+
+ static inline std::string name()
+ {
+ return "svd_decomp_"+Interface::name();
+ }
+
+ double nb_op_base( void ){
+ return _cost;
+ }
+
+ inline void initialize( void ){
+ Interface::copy_matrix(X_ref, X, _size);
+ }
+
+ inline void calculate( void ) {
+ Interface::svd_decomp(X, U, S, VT, _size);
+ }
+
+ void check_result( void ){
+ }
+
+private :
+
+ typename Interface::stl_matrix X_stl;
+ typename Interface::stl_matrix U_stl, VT_stl;
+ typename Interface::stl_vector S_stl;
+
+ typename Interface::gene_matrix X_ref;
+ typename Interface::gene_matrix X;
+ typename Interface::gene_matrix U, VT;
+ typename Interface::gene_vector S;
+
+ int _size;
+ double _cost;
+};
+
+#endif