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			512 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
			
		
		
	
	
			512 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
| // -*- C++ -*-
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| 
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| // Copyright (C) 2007-2016 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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| 
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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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| 
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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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| 
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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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| /**
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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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| 
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| // Written by Johannes Singler and Felix Putze.
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| 
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| #ifndef _GLIBCXX_PARALLEL_NUMERIC_H
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| #define _GLIBCXX_PARALLEL_NUMERIC_H 1
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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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|       typedef iterator_traits<_IIter2> _TraitsType2;
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|       typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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| 
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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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| 
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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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| 
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|       typedef iterator_traits<_IIter2> _TraitsType2;
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|       typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
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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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| 
 | |
|   // 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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|     {
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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,
 | |
|            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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| 
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|       typedef iterator_traits<_OutputIterator> _OTraitsType;
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|       typedef typename _OTraitsType::iterator_category _OIterCategory;
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| 
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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>
 | |
|     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); }
 | |
| 
 | |
|   // Sequential fallback.
 | |
|   template<typename _IIter, typename _OutputIterator,
 | |
|            typename _BinaryOperation>
 | |
|     inline _OutputIterator
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|     adjacent_difference(_IIter __begin, _IIter __end,
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|                         _OutputIterator __result, _BinaryOperation __bin_op,
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|                         __gnu_parallel::sequential_tag)
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|     { return _GLIBCXX_STD_A::adjacent_difference(__begin, __end,
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| 						 __result, __bin_op); }
 | |
| 
 | |
|   // Sequential fallback for input iterator case.
 | |
|   template<typename _IIter, typename _OutputIterator,
 | |
|            typename _BinaryOperation, typename _IteratorTag1,
 | |
|            typename _IteratorTag2>
 | |
|     inline _OutputIterator
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|     __adjacent_difference_switch(_IIter __begin, _IIter __end,
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| 				 _OutputIterator __result,
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| 				 _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,
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| 				 random_access_iterator_tag,
 | |
| 				 __gnu_parallel::_Parallelism
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| 				 __parallelism_tag)
 | |
|     {
 | |
|       if (_GLIBCXX_PARALLEL_CONDITION(
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|             static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
 | |
|             >= __gnu_parallel::_Settings::get().adjacent_difference_minimal_n
 | |
|             && __gnu_parallel::__is_parallel(__parallelism_tag)))
 | |
|         {
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|           bool __dummy = true;
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|           typedef __gnu_parallel::_IteratorPair<_IIter, _OutputIterator,
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|             random_access_iterator_tag> _ItTrip;
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|           *__result = *__begin;
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|           _ItTrip __begin_pair(__begin + 1, __result + 1),
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|             __end_pair(__end, __result + (__end - __begin));
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|           __gnu_parallel::__adjacent_difference_selector<_ItTrip>
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|                                                             __functionality;
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|           __gnu_parallel::
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|             __for_each_template_random_access_ed(
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|                 __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 */
 |