85ec4feb11
From-SVN: r256169
512 lines
20 KiB
C++
512 lines
20 KiB
C++
// -*- C++ -*-
|
|
|
|
// Copyright (C) 2007-2018 Free Software Foundation, Inc.
|
|
//
|
|
// This file is part of the GNU ISO C++ Library. This library 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 3, or (at your option) any later
|
|
// version.
|
|
|
|
// This library 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.
|
|
|
|
// Under Section 7 of GPL version 3, you are granted additional
|
|
// permissions described in the GCC Runtime Library Exception, version
|
|
// 3.1, as published by the Free Software Foundation.
|
|
|
|
// You should have received a copy of the GNU General Public License and
|
|
// a copy of the GCC Runtime Library Exception along with this program;
|
|
// see the files COPYING3 and COPYING.RUNTIME respectively. If not, see
|
|
// <http://www.gnu.org/licenses/>.
|
|
|
|
/**
|
|
* @file parallel/numeric
|
|
*
|
|
* @brief Parallel STL function calls corresponding to stl_numeric.h.
|
|
* The functions defined here mainly do case switches and
|
|
* call the actual parallelized versions in other files.
|
|
* Inlining policy: Functions that basically only contain one function call,
|
|
* are declared inline.
|
|
* This file is a GNU parallel extension to the Standard C++ Library.
|
|
*/
|
|
|
|
// Written by Johannes Singler and Felix Putze.
|
|
|
|
#ifndef _GLIBCXX_PARALLEL_NUMERIC_H
|
|
#define _GLIBCXX_PARALLEL_NUMERIC_H 1
|
|
|
|
#include <numeric>
|
|
#include <bits/stl_function.h>
|
|
#include <parallel/numericfwd.h>
|
|
#include <parallel/iterator.h>
|
|
#include <parallel/for_each.h>
|
|
#include <parallel/for_each_selectors.h>
|
|
#include <parallel/partial_sum.h>
|
|
|
|
namespace std _GLIBCXX_VISIBILITY(default)
|
|
{
|
|
namespace __parallel
|
|
{
|
|
// Sequential fallback.
|
|
template<typename _IIter, typename _Tp>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::accumulate(__begin, __end, __init); }
|
|
|
|
template<typename _IIter, typename _Tp, typename _BinaryOperation>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init,
|
|
_BinaryOperation __binary_op, __gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::accumulate(__begin, __end, __init, __binary_op); }
|
|
|
|
// Sequential fallback for input iterator case.
|
|
template<typename _IIter, typename _Tp, typename _IteratorTag>
|
|
inline _Tp
|
|
__accumulate_switch(_IIter __begin, _IIter __end,
|
|
_Tp __init, _IteratorTag)
|
|
{ return accumulate(__begin, __end, __init,
|
|
__gnu_parallel::sequential_tag()); }
|
|
|
|
template<typename _IIter, typename _Tp, typename _BinaryOperation,
|
|
typename _IteratorTag>
|
|
inline _Tp
|
|
__accumulate_switch(_IIter __begin, _IIter __end, _Tp __init,
|
|
_BinaryOperation __binary_op, _IteratorTag)
|
|
{ return accumulate(__begin, __end, __init, __binary_op,
|
|
__gnu_parallel::sequential_tag()); }
|
|
|
|
// Parallel algorithm for random access iterators.
|
|
template<typename __RAIter, typename _Tp, typename _BinaryOperation>
|
|
_Tp
|
|
__accumulate_switch(__RAIter __begin, __RAIter __end,
|
|
_Tp __init, _BinaryOperation __binary_op,
|
|
random_access_iterator_tag,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
if (_GLIBCXX_PARALLEL_CONDITION(
|
|
static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
|
|
>= __gnu_parallel::_Settings::get().accumulate_minimal_n
|
|
&& __gnu_parallel::__is_parallel(__parallelism_tag)))
|
|
{
|
|
_Tp __res = __init;
|
|
__gnu_parallel::__accumulate_selector<__RAIter>
|
|
__my_selector;
|
|
__gnu_parallel::
|
|
__for_each_template_random_access_ed(__begin, __end,
|
|
__gnu_parallel::_Nothing(),
|
|
__my_selector,
|
|
__gnu_parallel::
|
|
__accumulate_binop_reduct
|
|
<_BinaryOperation>(__binary_op),
|
|
__res, __res, -1);
|
|
return __res;
|
|
}
|
|
else
|
|
return accumulate(__begin, __end, __init, __binary_op,
|
|
__gnu_parallel::sequential_tag());
|
|
}
|
|
|
|
// Public interface.
|
|
template<typename _IIter, typename _Tp>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef std::iterator_traits<_IIter> _IteratorTraits;
|
|
typedef typename _IteratorTraits::value_type _ValueType;
|
|
typedef typename _IteratorTraits::iterator_category _IteratorCategory;
|
|
|
|
return __accumulate_switch(__begin, __end, __init,
|
|
__gnu_parallel::_Plus<_Tp, _ValueType>(),
|
|
_IteratorCategory(), __parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter, typename _Tp>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init)
|
|
{
|
|
typedef std::iterator_traits<_IIter> _IteratorTraits;
|
|
typedef typename _IteratorTraits::value_type _ValueType;
|
|
typedef typename _IteratorTraits::iterator_category _IteratorCategory;
|
|
|
|
return __accumulate_switch(__begin, __end, __init,
|
|
__gnu_parallel::_Plus<_Tp, _ValueType>(),
|
|
_IteratorCategory());
|
|
}
|
|
|
|
template<typename _IIter, typename _Tp, typename _BinaryOperation>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init,
|
|
_BinaryOperation __binary_op,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef iterator_traits<_IIter> _IteratorTraits;
|
|
typedef typename _IteratorTraits::iterator_category _IteratorCategory;
|
|
return __accumulate_switch(__begin, __end, __init, __binary_op,
|
|
_IteratorCategory(), __parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter, typename _Tp, typename _BinaryOperation>
|
|
inline _Tp
|
|
accumulate(_IIter __begin, _IIter __end, _Tp __init,
|
|
_BinaryOperation __binary_op)
|
|
{
|
|
typedef iterator_traits<_IIter> _IteratorTraits;
|
|
typedef typename _IteratorTraits::iterator_category _IteratorCategory;
|
|
return __accumulate_switch(__begin, __end, __init, __binary_op,
|
|
_IteratorCategory());
|
|
}
|
|
|
|
|
|
// Sequential fallback.
|
|
template<typename _IIter1, typename _IIter2, typename _Tp>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::inner_product(
|
|
__first1, __last1, __first2, __init); }
|
|
|
|
template<typename _IIter1, typename _IIter2, typename _Tp,
|
|
typename _BinaryFunction1, typename _BinaryFunction2>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
|
|
_BinaryFunction2 __binary_op2,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::inner_product(__first1, __last1, __first2, __init,
|
|
__binary_op1, __binary_op2); }
|
|
|
|
// Parallel algorithm for random access iterators.
|
|
template<typename _RAIter1, typename _RAIter2,
|
|
typename _Tp, typename _BinaryFunction1, typename _BinaryFunction2>
|
|
_Tp
|
|
__inner_product_switch(_RAIter1 __first1,
|
|
_RAIter1 __last1,
|
|
_RAIter2 __first2, _Tp __init,
|
|
_BinaryFunction1 __binary_op1,
|
|
_BinaryFunction2 __binary_op2,
|
|
random_access_iterator_tag,
|
|
random_access_iterator_tag,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
if (_GLIBCXX_PARALLEL_CONDITION((__last1 - __first1)
|
|
>= __gnu_parallel::_Settings::get().
|
|
accumulate_minimal_n
|
|
&& __gnu_parallel::
|
|
__is_parallel(__parallelism_tag)))
|
|
{
|
|
_Tp __res = __init;
|
|
__gnu_parallel::
|
|
__inner_product_selector<_RAIter1,
|
|
_RAIter2, _Tp> __my_selector(__first1, __first2);
|
|
__gnu_parallel::
|
|
__for_each_template_random_access_ed(
|
|
__first1, __last1, __binary_op2, __my_selector, __binary_op1,
|
|
__res, __res, -1);
|
|
return __res;
|
|
}
|
|
else
|
|
return inner_product(__first1, __last1, __first2, __init,
|
|
__gnu_parallel::sequential_tag());
|
|
}
|
|
|
|
// No parallelism for input iterators.
|
|
template<typename _IIter1, typename _IIter2, typename _Tp,
|
|
typename _BinaryFunction1, typename _BinaryFunction2,
|
|
typename _IteratorTag1, typename _IteratorTag2>
|
|
inline _Tp
|
|
__inner_product_switch(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init,
|
|
_BinaryFunction1 __binary_op1,
|
|
_BinaryFunction2 __binary_op2,
|
|
_IteratorTag1, _IteratorTag2)
|
|
{ return inner_product(__first1, __last1, __first2, __init, __binary_op1,
|
|
__binary_op2, __gnu_parallel::sequential_tag()); }
|
|
|
|
template<typename _IIter1, typename _IIter2, typename _Tp,
|
|
typename _BinaryFunction1, typename _BinaryFunction2>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
|
|
_BinaryFunction2 __binary_op2,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef iterator_traits<_IIter1> _TraitsType1;
|
|
typedef typename _TraitsType1::iterator_category _IteratorCategory1;
|
|
|
|
typedef iterator_traits<_IIter2> _TraitsType2;
|
|
typedef typename _TraitsType2::iterator_category _IteratorCategory2;
|
|
|
|
return __inner_product_switch(__first1, __last1, __first2, __init,
|
|
__binary_op1, __binary_op2,
|
|
_IteratorCategory1(), _IteratorCategory2(),
|
|
__parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter1, typename _IIter2, typename _Tp,
|
|
typename _BinaryFunction1, typename _BinaryFunction2>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
|
|
_BinaryFunction2 __binary_op2)
|
|
{
|
|
typedef iterator_traits<_IIter1> _TraitsType1;
|
|
typedef typename _TraitsType1::iterator_category _IteratorCategory1;
|
|
|
|
typedef iterator_traits<_IIter2> _TraitsType2;
|
|
typedef typename _TraitsType2::iterator_category _IteratorCategory2;
|
|
|
|
return __inner_product_switch(__first1, __last1, __first2, __init,
|
|
__binary_op1, __binary_op2,
|
|
_IteratorCategory1(),
|
|
_IteratorCategory2());
|
|
}
|
|
|
|
template<typename _IIter1, typename _IIter2, typename _Tp>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef iterator_traits<_IIter1> _TraitsType1;
|
|
typedef typename _TraitsType1::value_type _ValueType1;
|
|
typedef iterator_traits<_IIter2> _TraitsType2;
|
|
typedef typename _TraitsType2::value_type _ValueType2;
|
|
|
|
typedef typename
|
|
__gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
|
|
_MultipliesResultType;
|
|
return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
|
|
__gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
|
|
__gnu_parallel::
|
|
_Multiplies<_ValueType1, _ValueType2>(),
|
|
__parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter1, typename _IIter2, typename _Tp>
|
|
inline _Tp
|
|
inner_product(_IIter1 __first1, _IIter1 __last1,
|
|
_IIter2 __first2, _Tp __init)
|
|
{
|
|
typedef iterator_traits<_IIter1> _TraitsType1;
|
|
typedef typename _TraitsType1::value_type _ValueType1;
|
|
typedef iterator_traits<_IIter2> _TraitsType2;
|
|
typedef typename _TraitsType2::value_type _ValueType2;
|
|
|
|
typedef typename
|
|
__gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
|
|
_MultipliesResultType;
|
|
return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
|
|
__gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
|
|
__gnu_parallel::
|
|
_Multiplies<_ValueType1, _ValueType2>());
|
|
}
|
|
|
|
// Sequential fallback.
|
|
template<typename _IIter, typename _OutputIterator>
|
|
inline _OutputIterator
|
|
partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result); }
|
|
|
|
// Sequential fallback.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
inline _OutputIterator
|
|
partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
|
|
_BinaryOperation __bin_op, __gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
|
|
|
|
// Sequential fallback for input iterator case.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation, typename _IteratorTag1,
|
|
typename _IteratorTag2>
|
|
inline _OutputIterator
|
|
__partial_sum_switch(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result, _BinaryOperation __bin_op,
|
|
_IteratorTag1, _IteratorTag2)
|
|
{ return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
|
|
|
|
// Parallel algorithm for random access iterators.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
_OutputIterator
|
|
__partial_sum_switch(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result, _BinaryOperation __bin_op,
|
|
random_access_iterator_tag,
|
|
random_access_iterator_tag)
|
|
{
|
|
if (_GLIBCXX_PARALLEL_CONDITION(
|
|
static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
|
|
>= __gnu_parallel::_Settings::get().partial_sum_minimal_n))
|
|
return __gnu_parallel::__parallel_partial_sum(__begin, __end,
|
|
__result, __bin_op);
|
|
else
|
|
return partial_sum(__begin, __end, __result, __bin_op,
|
|
__gnu_parallel::sequential_tag());
|
|
}
|
|
|
|
// Public interface.
|
|
template<typename _IIter, typename _OutputIterator>
|
|
inline _OutputIterator
|
|
partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result)
|
|
{
|
|
typedef typename iterator_traits<_IIter>::value_type _ValueType;
|
|
return __gnu_parallel::partial_sum(__begin, __end,
|
|
__result, std::plus<_ValueType>());
|
|
}
|
|
|
|
// Public interface
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
inline _OutputIterator
|
|
partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
|
|
_BinaryOperation __binary_op)
|
|
{
|
|
typedef iterator_traits<_IIter> _ITraitsType;
|
|
typedef typename _ITraitsType::iterator_category _IIteratorCategory;
|
|
|
|
typedef iterator_traits<_OutputIterator> _OTraitsType;
|
|
typedef typename _OTraitsType::iterator_category _OIterCategory;
|
|
|
|
return __partial_sum_switch(__begin, __end, __result, __binary_op,
|
|
_IIteratorCategory(), _OIterCategory());
|
|
}
|
|
|
|
// Sequential fallback.
|
|
template<typename _IIter, typename _OutputIterator>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end, _OutputIterator __result,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::adjacent_difference(__begin, __end, __result); }
|
|
|
|
// Sequential fallback.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result, _BinaryOperation __bin_op,
|
|
__gnu_parallel::sequential_tag)
|
|
{ return _GLIBCXX_STD_A::adjacent_difference(__begin, __end,
|
|
__result, __bin_op); }
|
|
|
|
// Sequential fallback for input iterator case.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation, typename _IteratorTag1,
|
|
typename _IteratorTag2>
|
|
inline _OutputIterator
|
|
__adjacent_difference_switch(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result,
|
|
_BinaryOperation __bin_op, _IteratorTag1,
|
|
_IteratorTag2)
|
|
{ return adjacent_difference(__begin, __end, __result, __bin_op,
|
|
__gnu_parallel::sequential_tag()); }
|
|
|
|
// Parallel algorithm for random access iterators.
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
_OutputIterator
|
|
__adjacent_difference_switch(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result,
|
|
_BinaryOperation __bin_op,
|
|
random_access_iterator_tag,
|
|
random_access_iterator_tag,
|
|
__gnu_parallel::_Parallelism
|
|
__parallelism_tag)
|
|
{
|
|
if (_GLIBCXX_PARALLEL_CONDITION(
|
|
static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
|
|
>= __gnu_parallel::_Settings::get().adjacent_difference_minimal_n
|
|
&& __gnu_parallel::__is_parallel(__parallelism_tag)))
|
|
{
|
|
bool __dummy = true;
|
|
typedef __gnu_parallel::_IteratorPair<_IIter, _OutputIterator,
|
|
random_access_iterator_tag> _ItTrip;
|
|
*__result = *__begin;
|
|
_ItTrip __begin_pair(__begin + 1, __result + 1),
|
|
__end_pair(__end, __result + (__end - __begin));
|
|
__gnu_parallel::__adjacent_difference_selector<_ItTrip>
|
|
__functionality;
|
|
__gnu_parallel::
|
|
__for_each_template_random_access_ed(
|
|
__begin_pair, __end_pair, __bin_op, __functionality,
|
|
__gnu_parallel::_DummyReduct(), __dummy, __dummy, -1);
|
|
return __functionality._M_finish_iterator;
|
|
}
|
|
else
|
|
return adjacent_difference(__begin, __end, __result, __bin_op,
|
|
__gnu_parallel::sequential_tag());
|
|
}
|
|
|
|
// Public interface.
|
|
template<typename _IIter, typename _OutputIterator>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef iterator_traits<_IIter> _TraitsType;
|
|
typedef typename _TraitsType::value_type _ValueType;
|
|
return adjacent_difference(__begin, __end, __result,
|
|
std::minus<_ValueType>(),
|
|
__parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter, typename _OutputIterator>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result)
|
|
{
|
|
typedef iterator_traits<_IIter> _TraitsType;
|
|
typedef typename _TraitsType::value_type _ValueType;
|
|
return adjacent_difference(__begin, __end, __result,
|
|
std::minus<_ValueType>());
|
|
}
|
|
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result, _BinaryOperation __binary_op,
|
|
__gnu_parallel::_Parallelism __parallelism_tag)
|
|
{
|
|
typedef iterator_traits<_IIter> _ITraitsType;
|
|
typedef typename _ITraitsType::iterator_category _IIteratorCategory;
|
|
|
|
typedef iterator_traits<_OutputIterator> _OTraitsType;
|
|
typedef typename _OTraitsType::iterator_category _OIterCategory;
|
|
|
|
return __adjacent_difference_switch(__begin, __end, __result,
|
|
__binary_op,
|
|
_IIteratorCategory(),
|
|
_OIterCategory(),
|
|
__parallelism_tag);
|
|
}
|
|
|
|
template<typename _IIter, typename _OutputIterator,
|
|
typename _BinaryOperation>
|
|
inline _OutputIterator
|
|
adjacent_difference(_IIter __begin, _IIter __end,
|
|
_OutputIterator __result, _BinaryOperation __binary_op)
|
|
{
|
|
typedef iterator_traits<_IIter> _ITraitsType;
|
|
typedef typename _ITraitsType::iterator_category _IIteratorCategory;
|
|
|
|
typedef iterator_traits<_OutputIterator> _OTraitsType;
|
|
typedef typename _OTraitsType::iterator_category _OIterCategory;
|
|
|
|
return __adjacent_difference_switch(__begin, __end, __result,
|
|
__binary_op,
|
|
_IIteratorCategory(),
|
|
_OIterCategory());
|
|
}
|
|
} // end namespace
|
|
} // end namespace
|
|
|
|
#endif /* _GLIBCXX_NUMERIC_H */
|