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			512 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
			
		
		
	
	
			512 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
// -*- C++ -*-
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// Copyright (C) 2007-2017 Free Software Foundation, Inc.
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//
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// This file is part of the GNU ISO C++ Library.  This library is free
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// software; you can redistribute it and/or modify it under the terms
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// of the GNU General Public License as published by the Free Software
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// Foundation; either version 3, or (at your option) any later
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// version.
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// This library is distributed in the hope that it will be useful, but
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// WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
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// General Public License for more details.
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// Under Section 7 of GPL version 3, you are granted additional
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// permissions described in the GCC Runtime Library Exception, version
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// 3.1, as published by the Free Software Foundation.
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// You should have received a copy of the GNU General Public License and
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// a copy of the GCC Runtime Library Exception along with this program;
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// see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see
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// <http://www.gnu.org/licenses/>.
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/**
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 * @file parallel/numeric
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*
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 * @brief Parallel STL function calls corresponding to stl_numeric.h.
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 * The functions defined here mainly do case switches and
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 * call the actual parallelized versions in other files.
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 * Inlining policy: Functions that basically only contain one function call,
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 * are declared inline.
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 *  This file is a GNU parallel extension to the Standard C++ Library.
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 */
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// Written by Johannes Singler and Felix Putze.
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#ifndef _GLIBCXX_PARALLEL_NUMERIC_H
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#define _GLIBCXX_PARALLEL_NUMERIC_H 1
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#include <numeric>
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#include <bits/stl_function.h>
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#include <parallel/numericfwd.h>
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#include <parallel/iterator.h>
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#include <parallel/for_each.h>
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#include <parallel/for_each_selectors.h>
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#include <parallel/partial_sum.h>
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namespace std _GLIBCXX_VISIBILITY(default)
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{
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namespace __parallel
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{
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  // Sequential fallback.
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  template<typename _IIter, typename _Tp>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init, 
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               __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::accumulate(__begin, __end, __init); }
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  template<typename _IIter, typename _Tp, typename _BinaryOperation>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init,
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               _BinaryOperation __binary_op, __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::accumulate(__begin, __end, __init, __binary_op); }
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  // Sequential fallback for input iterator case.
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  template<typename _IIter, typename _Tp, typename _IteratorTag>
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    inline _Tp
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    __accumulate_switch(_IIter __begin, _IIter __end,
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                      _Tp __init, _IteratorTag) 
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    { return accumulate(__begin, __end, __init,
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			__gnu_parallel::sequential_tag()); }
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  template<typename _IIter, typename _Tp, typename _BinaryOperation,
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           typename _IteratorTag>
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    inline _Tp
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    __accumulate_switch(_IIter __begin, _IIter __end, _Tp __init, 
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                      _BinaryOperation __binary_op, _IteratorTag)
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    { return accumulate(__begin, __end, __init, __binary_op, 
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                        __gnu_parallel::sequential_tag()); }
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  // Parallel algorithm for random access iterators.
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  template<typename __RAIter, typename _Tp, typename _BinaryOperation>
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    _Tp
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    __accumulate_switch(__RAIter __begin, __RAIter __end, 
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                      _Tp __init, _BinaryOperation __binary_op, 
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                      random_access_iterator_tag, 
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                      __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      if (_GLIBCXX_PARALLEL_CONDITION(
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            static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
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            >= __gnu_parallel::_Settings::get().accumulate_minimal_n
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            && __gnu_parallel::__is_parallel(__parallelism_tag)))
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        {
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          _Tp __res = __init;
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          __gnu_parallel::__accumulate_selector<__RAIter>
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            __my_selector;
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          __gnu_parallel::
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            __for_each_template_random_access_ed(__begin, __end,
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						 __gnu_parallel::_Nothing(),
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						 __my_selector,
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						 __gnu_parallel::
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						 __accumulate_binop_reduct
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					       <_BinaryOperation>(__binary_op),
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						 __res, __res, -1);
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          return __res;
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        }
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      else
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        return accumulate(__begin, __end, __init, __binary_op, 
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                          __gnu_parallel::sequential_tag());
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    }
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  // Public interface.
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  template<typename _IIter, typename _Tp>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init, 
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               __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      typedef std::iterator_traits<_IIter> _IteratorTraits;
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      typedef typename _IteratorTraits::value_type _ValueType;
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      typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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      return __accumulate_switch(__begin, __end, __init,
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				 __gnu_parallel::_Plus<_Tp, _ValueType>(),
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				 _IteratorCategory(), __parallelism_tag);
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    }
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  template<typename _IIter, typename _Tp>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init)
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    {
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      typedef std::iterator_traits<_IIter> _IteratorTraits;
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      typedef typename _IteratorTraits::value_type _ValueType;
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      typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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      return __accumulate_switch(__begin, __end, __init,
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				 __gnu_parallel::_Plus<_Tp, _ValueType>(),
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				 _IteratorCategory());
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    }
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  template<typename _IIter, typename _Tp, typename _BinaryOperation>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init, 
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               _BinaryOperation __binary_op, 
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               __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      typedef iterator_traits<_IIter> _IteratorTraits;
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      typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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      return __accumulate_switch(__begin, __end, __init, __binary_op, 
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				 _IteratorCategory(), __parallelism_tag);
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    }
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  template<typename _IIter, typename _Tp, typename _BinaryOperation>
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    inline _Tp
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    accumulate(_IIter __begin, _IIter __end, _Tp __init, 
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               _BinaryOperation __binary_op) 
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    {
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      typedef iterator_traits<_IIter> _IteratorTraits;
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      typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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      return __accumulate_switch(__begin, __end, __init, __binary_op, 
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				 _IteratorCategory());
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    }
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  // Sequential fallback.
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  template<typename _IIter1, typename _IIter2, typename _Tp>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1, 
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                  _IIter2 __first2, _Tp __init,
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                  __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::inner_product(
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                               __first1, __last1, __first2, __init); }
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  template<typename _IIter1, typename _IIter2, typename _Tp,
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           typename _BinaryFunction1, typename _BinaryFunction2>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1,
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                  _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1, 
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                  _BinaryFunction2 __binary_op2,
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                  __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::inner_product(__first1, __last1, __first2, __init,
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                                           __binary_op1, __binary_op2); }
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  // Parallel algorithm for random access iterators.
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  template<typename _RAIter1, typename _RAIter2,
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           typename _Tp, typename _BinaryFunction1, typename _BinaryFunction2>
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    _Tp
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    __inner_product_switch(_RAIter1 __first1,
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			   _RAIter1 __last1,
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			   _RAIter2 __first2, _Tp __init,
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			   _BinaryFunction1 __binary_op1,
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			   _BinaryFunction2 __binary_op2,
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			   random_access_iterator_tag,
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			   random_access_iterator_tag,
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			   __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      if (_GLIBCXX_PARALLEL_CONDITION((__last1 - __first1)
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                                      >= __gnu_parallel::_Settings::get().
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                                      accumulate_minimal_n
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                                      && __gnu_parallel::
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                                      __is_parallel(__parallelism_tag)))
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        {
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          _Tp __res = __init;
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          __gnu_parallel::
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            __inner_product_selector<_RAIter1,
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            _RAIter2, _Tp> __my_selector(__first1, __first2);
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          __gnu_parallel::
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            __for_each_template_random_access_ed(
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                __first1, __last1, __binary_op2, __my_selector, __binary_op1,
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                __res, __res, -1);
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          return __res;
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        }
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      else
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        return inner_product(__first1, __last1, __first2, __init, 
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                             __gnu_parallel::sequential_tag());
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    }
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  // No parallelism for input iterators.
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  template<typename _IIter1, typename _IIter2, typename _Tp,
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           typename _BinaryFunction1, typename _BinaryFunction2,
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           typename _IteratorTag1, typename _IteratorTag2>
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    inline _Tp
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    __inner_product_switch(_IIter1 __first1, _IIter1 __last1, 
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			   _IIter2 __first2, _Tp __init, 
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			   _BinaryFunction1 __binary_op1,
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			   _BinaryFunction2 __binary_op2, 
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			   _IteratorTag1, _IteratorTag2)
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    { return inner_product(__first1, __last1, __first2, __init, __binary_op1,
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			   __binary_op2, __gnu_parallel::sequential_tag()); }
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  template<typename _IIter1, typename _IIter2, typename _Tp,
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           typename _BinaryFunction1, typename _BinaryFunction2>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1, 
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                  _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1, 
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                  _BinaryFunction2 __binary_op2, 
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                  __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      typedef iterator_traits<_IIter1> _TraitsType1;
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      typedef typename _TraitsType1::iterator_category _IteratorCategory1;
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      typedef iterator_traits<_IIter2> _TraitsType2;
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      typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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      return __inner_product_switch(__first1, __last1, __first2, __init,
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				    __binary_op1, __binary_op2,
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				    _IteratorCategory1(), _IteratorCategory2(),
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				    __parallelism_tag);
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    }
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  template<typename _IIter1, typename _IIter2, typename _Tp,
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           typename _BinaryFunction1, typename _BinaryFunction2>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1, 
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                  _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1, 
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                  _BinaryFunction2 __binary_op2)
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    {
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      typedef iterator_traits<_IIter1> _TraitsType1;
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      typedef typename _TraitsType1::iterator_category _IteratorCategory1;
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      typedef iterator_traits<_IIter2> _TraitsType2;
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      typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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      return __inner_product_switch(__first1, __last1, __first2, __init,
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				    __binary_op1, __binary_op2,
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				    _IteratorCategory1(),
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				    _IteratorCategory2());
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    }
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  template<typename _IIter1, typename _IIter2, typename _Tp>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1, 
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                  _IIter2 __first2, _Tp __init, 
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                  __gnu_parallel::_Parallelism __parallelism_tag)
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    {
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      typedef iterator_traits<_IIter1> _TraitsType1;
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      typedef typename _TraitsType1::value_type _ValueType1;
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      typedef iterator_traits<_IIter2> _TraitsType2;
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      typedef typename _TraitsType2::value_type _ValueType2;
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      typedef typename
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        __gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
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        _MultipliesResultType;
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      return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
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                           __gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
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                           __gnu_parallel::
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                           _Multiplies<_ValueType1, _ValueType2>(),
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                           __parallelism_tag);
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    }
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  template<typename _IIter1, typename _IIter2, typename _Tp>
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    inline _Tp
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    inner_product(_IIter1 __first1, _IIter1 __last1, 
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                  _IIter2 __first2, _Tp __init)
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    {
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      typedef iterator_traits<_IIter1> _TraitsType1;
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      typedef typename _TraitsType1::value_type _ValueType1;
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      typedef iterator_traits<_IIter2> _TraitsType2;
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      typedef typename _TraitsType2::value_type _ValueType2;
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      typedef typename
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        __gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
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        _MultipliesResultType;
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      return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
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                           __gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
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                           __gnu_parallel::
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                           _Multiplies<_ValueType1, _ValueType2>());
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    }
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  // Sequential fallback.
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  template<typename _IIter, typename _OutputIterator>
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    inline _OutputIterator
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    partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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                __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result); }
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  // Sequential fallback.
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  template<typename _IIter, typename _OutputIterator,
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	   typename _BinaryOperation>
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    inline _OutputIterator
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    partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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                _BinaryOperation __bin_op, __gnu_parallel::sequential_tag)
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    { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
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						|
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						|
  // Sequential fallback for input iterator case.
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  template<typename _IIter, typename _OutputIterator,
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           typename _BinaryOperation, typename _IteratorTag1,
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           typename _IteratorTag2>
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    inline _OutputIterator
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    __partial_sum_switch(_IIter __begin, _IIter __end,
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			 _OutputIterator __result, _BinaryOperation __bin_op,
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			 _IteratorTag1, _IteratorTag2)
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    { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
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						|
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						|
  // Parallel algorithm for random access iterators.
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  template<typename _IIter, typename _OutputIterator,
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           typename _BinaryOperation>
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    _OutputIterator
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    __partial_sum_switch(_IIter __begin, _IIter __end,
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			 _OutputIterator __result, _BinaryOperation __bin_op,
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			 random_access_iterator_tag,
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			 random_access_iterator_tag)
 | 
						|
    {
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      if (_GLIBCXX_PARALLEL_CONDITION(
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            static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
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            >= __gnu_parallel::_Settings::get().partial_sum_minimal_n))
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        return __gnu_parallel::__parallel_partial_sum(__begin, __end,
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						      __result, __bin_op);
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						|
      else
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        return partial_sum(__begin, __end, __result, __bin_op,
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                           __gnu_parallel::sequential_tag());
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						|
    }
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						|
  // Public interface.
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  template<typename _IIter, typename _OutputIterator>
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    inline _OutputIterator
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    partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result)
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						|
    {
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      typedef typename iterator_traits<_IIter>::value_type _ValueType;
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      return __gnu_parallel::partial_sum(__begin, __end,
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                                         __result, std::plus<_ValueType>());
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    }
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						|
  // Public interface
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						|
  template<typename _IIter, typename _OutputIterator,
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           typename _BinaryOperation>
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						|
    inline _OutputIterator
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    partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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                _BinaryOperation __binary_op)
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						|
    {
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      typedef iterator_traits<_IIter> _ITraitsType;
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      typedef typename _ITraitsType::iterator_category _IIteratorCategory;
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      typedef iterator_traits<_OutputIterator> _OTraitsType;
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      typedef typename _OTraitsType::iterator_category _OIterCategory;
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      return __partial_sum_switch(__begin, __end, __result, __binary_op,
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				  _IIteratorCategory(), _OIterCategory());
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    }
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						|
  // Sequential fallback.
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						|
  template<typename _IIter, typename _OutputIterator>
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						|
    inline _OutputIterator
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    adjacent_difference(_IIter __begin, _IIter __end, _OutputIterator __result,
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                        __gnu_parallel::sequential_tag)
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						|
    { return _GLIBCXX_STD_A::adjacent_difference(__begin, __end, __result); }
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						|
 | 
						|
  // Sequential fallback.
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						|
  template<typename _IIter, typename _OutputIterator,
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						|
           typename _BinaryOperation>
 | 
						|
    inline _OutputIterator
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    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 */
 |