ViennaCL - The Vienna Computing Library  1.7.0
Free open-source GPU-accelerated linear algebra and solver library.
norm_1.hpp
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1 #ifndef VIENNACL_LINALG_NORM_1_HPP_
2 #define VIENNACL_LINALG_NORM_1_HPP_
3 
4 /* =========================================================================
5  Copyright (c) 2010-2015, Institute for Microelectronics,
6  Institute for Analysis and Scientific Computing,
7  TU Wien.
8  Portions of this software are copyright by UChicago Argonne, LLC.
9 
10  -----------------
11  ViennaCL - The Vienna Computing Library
12  -----------------
13 
14  Project Head: Karl Rupp rupp@iue.tuwien.ac.at
15 
16  (A list of authors and contributors can be found in the manual)
17 
18  License: MIT (X11), see file LICENSE in the base directory
19 ============================================================================= */
20 
25 #include <cmath>
26 #include "viennacl/forwards.h"
27 #include "viennacl/tools/tools.hpp"
29 #include "viennacl/meta/tag_of.hpp"
30 
31 namespace viennacl
32 {
33  //
34  // generic norm_1 function
35  // uses tag dispatch to identify which algorithm
36  // should be called
37  //
38  namespace linalg
39  {
40 
41  #ifdef VIENNACL_WITH_UBLAS
42  // ----------------------------------------------------
43  // UBLAS
44  //
45  template< typename VectorT >
47  typename VectorT::value_type
48  >::type
49  norm_1(VectorT const& vector)
50  {
51  // std::cout << "ublas .. " << std::endl;
52  return boost::numeric::ublas::norm_1(vector);
53  }
54  #endif
55 
56 
57  // ----------------------------------------------------
58  // STL
59  //
60  template< typename T, typename A >
61  T norm_1(std::vector<T, A> const & v1)
62  {
63  //std::cout << "stl .. " << std::endl;
64  T result = 0;
65  for (typename std::vector<T, A>::size_type i=0; i<v1.size(); ++i)
66  result += std::fabs(v1[i]);
67 
68  return result;
69  }
70 
71  // ----------------------------------------------------
72  // VIENNACL
73  //
74  template< typename ScalarType>
78  norm_1(viennacl::vector_base<ScalarType> const & vector)
79  {
81  const viennacl::vector_base<ScalarType>,
82  viennacl::op_norm_1 >(vector, vector);
83  }
84 
85  // with vector expression:
86  template<typename LHS, typename RHS, typename OP>
90  norm_1(viennacl::vector_expression<const LHS, const RHS, OP> const & vector)
91  {
93  const viennacl::vector_expression<const LHS, const RHS, OP>,
94  viennacl::op_norm_1 >(vector, vector);
95  }
96 
97  } // end namespace linalg
98 } // end namespace viennacl
99 #endif
100 
101 
102 
103 
104 
Simple enable-if variant that uses the SFINAE pattern.
Definition: enable_if.hpp:30
Dispatch facility for distinguishing between ublas, STL and ViennaCL types.
Various little tools used here and there in ViennaCL.
This file provides the forward declarations for the main types used within ViennaCL.
A proxy for scalar expressions (e.g. from inner vector products)
Definition: forwards.h:230
An expression template class that represents a binary operation that yields a vector.
Definition: forwards.h:239
Main namespace in ViennaCL. Holds all the basic types such as vector, matrix, etc. and defines operations upon them.
Definition: cpu_ram.hpp:34
viennacl::vector< float > v1
viennacl::scalar_expression< const viennacl::vector_expression< const LHS, const RHS, OP >, const viennacl::vector_expression< const LHS, const RHS, OP >, viennacl::op_norm_1 > norm_1(viennacl::vector_expression< const LHS, const RHS, OP > const &vector)
Definition: norm_1.hpp:90
A tag class representing the 1-norm of a vector.
Definition: forwards.h:201
T norm_1(std::vector< T, A > const &v1)
Definition: norm_1.hpp:61
Simple enable-if variant that uses the SFINAE pattern.