1*e4b17023SJohn Marino // -*- C++ -*- 2*e4b17023SJohn Marino 3*e4b17023SJohn Marino // Copyright (C) 2007, 2008, 2009, 2010, 2011 Free Software Foundation, Inc. 4*e4b17023SJohn Marino // 5*e4b17023SJohn Marino // This file is part of the GNU ISO C++ Library. This library is free 6*e4b17023SJohn Marino // software; you can redistribute it and/or modify it under the terms 7*e4b17023SJohn Marino // of the GNU General Public License as published by the Free Software 8*e4b17023SJohn Marino // Foundation; either version 3, or (at your option) any later 9*e4b17023SJohn Marino // version. 10*e4b17023SJohn Marino 11*e4b17023SJohn Marino // This library is distributed in the hope that it will be useful, but 12*e4b17023SJohn Marino // WITHOUT ANY WARRANTY; without even the implied warranty of 13*e4b17023SJohn Marino // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU 14*e4b17023SJohn Marino // General Public License for more details. 15*e4b17023SJohn Marino 16*e4b17023SJohn Marino // Under Section 7 of GPL version 3, you are granted additional 17*e4b17023SJohn Marino // permissions described in the GCC Runtime Library Exception, version 18*e4b17023SJohn Marino // 3.1, as published by the Free Software Foundation. 19*e4b17023SJohn Marino 20*e4b17023SJohn Marino // You should have received a copy of the GNU General Public License and 21*e4b17023SJohn Marino // a copy of the GCC Runtime Library Exception along with this program; 22*e4b17023SJohn Marino // see the files COPYING3 and COPYING.RUNTIME respectively. If not, see 23*e4b17023SJohn Marino // <http://www.gnu.org/licenses/>. 24*e4b17023SJohn Marino 25*e4b17023SJohn Marino /** @file parallel/partial_sum.h 26*e4b17023SJohn Marino * @brief Parallel implementation of std::partial_sum(), i.e. prefix 27*e4b17023SJohn Marino * sums. 28*e4b17023SJohn Marino * This file is a GNU parallel extension to the Standard C++ Library. 29*e4b17023SJohn Marino */ 30*e4b17023SJohn Marino 31*e4b17023SJohn Marino // Written by Johannes Singler. 32*e4b17023SJohn Marino 33*e4b17023SJohn Marino #ifndef _GLIBCXX_PARALLEL_PARTIAL_SUM_H 34*e4b17023SJohn Marino #define _GLIBCXX_PARALLEL_PARTIAL_SUM_H 1 35*e4b17023SJohn Marino 36*e4b17023SJohn Marino #include <omp.h> 37*e4b17023SJohn Marino #include <new> 38*e4b17023SJohn Marino #include <bits/stl_algobase.h> 39*e4b17023SJohn Marino #include <parallel/parallel.h> 40*e4b17023SJohn Marino #include <parallel/numericfwd.h> 41*e4b17023SJohn Marino 42*e4b17023SJohn Marino namespace __gnu_parallel 43*e4b17023SJohn Marino { 44*e4b17023SJohn Marino // Problem: there is no 0-element given. 45*e4b17023SJohn Marino 46*e4b17023SJohn Marino /** @brief Base case prefix sum routine. 47*e4b17023SJohn Marino * @param __begin Begin iterator of input sequence. 48*e4b17023SJohn Marino * @param __end End iterator of input sequence. 49*e4b17023SJohn Marino * @param __result Begin iterator of output sequence. 50*e4b17023SJohn Marino * @param __bin_op Associative binary function. 51*e4b17023SJohn Marino * @param __value Start value. Must be passed since the neutral 52*e4b17023SJohn Marino * element is unknown in general. 53*e4b17023SJohn Marino * @return End iterator of output sequence. */ 54*e4b17023SJohn Marino template<typename _IIter, 55*e4b17023SJohn Marino typename _OutputIterator, 56*e4b17023SJohn Marino typename _BinaryOperation> 57*e4b17023SJohn Marino _OutputIterator __parallel_partial_sum_basecase(_IIter __begin,_IIter __end,_OutputIterator __result,_BinaryOperation __bin_op,typename std::iterator_traits<_IIter>::value_type __value)58*e4b17023SJohn Marino __parallel_partial_sum_basecase(_IIter __begin, _IIter __end, 59*e4b17023SJohn Marino _OutputIterator __result, 60*e4b17023SJohn Marino _BinaryOperation __bin_op, 61*e4b17023SJohn Marino typename std::iterator_traits <_IIter>::value_type __value) 62*e4b17023SJohn Marino { 63*e4b17023SJohn Marino if (__begin == __end) 64*e4b17023SJohn Marino return __result; 65*e4b17023SJohn Marino 66*e4b17023SJohn Marino while (__begin != __end) 67*e4b17023SJohn Marino { 68*e4b17023SJohn Marino __value = __bin_op(__value, *__begin); 69*e4b17023SJohn Marino *__result = __value; 70*e4b17023SJohn Marino ++__result; 71*e4b17023SJohn Marino ++__begin; 72*e4b17023SJohn Marino } 73*e4b17023SJohn Marino return __result; 74*e4b17023SJohn Marino } 75*e4b17023SJohn Marino 76*e4b17023SJohn Marino /** @brief Parallel partial sum implementation, two-phase approach, 77*e4b17023SJohn Marino no recursion. 78*e4b17023SJohn Marino * @param __begin Begin iterator of input sequence. 79*e4b17023SJohn Marino * @param __end End iterator of input sequence. 80*e4b17023SJohn Marino * @param __result Begin iterator of output sequence. 81*e4b17023SJohn Marino * @param __bin_op Associative binary function. 82*e4b17023SJohn Marino * @param __n Length of sequence. 83*e4b17023SJohn Marino * @return End iterator of output sequence. 84*e4b17023SJohn Marino */ 85*e4b17023SJohn Marino template<typename _IIter, 86*e4b17023SJohn Marino typename _OutputIterator, 87*e4b17023SJohn Marino typename _BinaryOperation> 88*e4b17023SJohn Marino _OutputIterator __parallel_partial_sum_linear(_IIter __begin,_IIter __end,_OutputIterator __result,_BinaryOperation __bin_op,typename std::iterator_traits<_IIter>::difference_type __n)89*e4b17023SJohn Marino __parallel_partial_sum_linear(_IIter __begin, _IIter __end, 90*e4b17023SJohn Marino _OutputIterator __result, 91*e4b17023SJohn Marino _BinaryOperation __bin_op, 92*e4b17023SJohn Marino typename std::iterator_traits<_IIter>::difference_type __n) 93*e4b17023SJohn Marino { 94*e4b17023SJohn Marino typedef std::iterator_traits<_IIter> _TraitsType; 95*e4b17023SJohn Marino typedef typename _TraitsType::value_type _ValueType; 96*e4b17023SJohn Marino typedef typename _TraitsType::difference_type _DifferenceType; 97*e4b17023SJohn Marino 98*e4b17023SJohn Marino if (__begin == __end) 99*e4b17023SJohn Marino return __result; 100*e4b17023SJohn Marino 101*e4b17023SJohn Marino _ThreadIndex __num_threads = 102*e4b17023SJohn Marino std::min<_DifferenceType>(__get_max_threads(), __n - 1); 103*e4b17023SJohn Marino 104*e4b17023SJohn Marino if (__num_threads < 2) 105*e4b17023SJohn Marino { 106*e4b17023SJohn Marino *__result = *__begin; 107*e4b17023SJohn Marino return __parallel_partial_sum_basecase(__begin + 1, __end, 108*e4b17023SJohn Marino __result + 1, __bin_op, 109*e4b17023SJohn Marino *__begin); 110*e4b17023SJohn Marino } 111*e4b17023SJohn Marino 112*e4b17023SJohn Marino _DifferenceType* __borders; 113*e4b17023SJohn Marino _ValueType* __sums; 114*e4b17023SJohn Marino 115*e4b17023SJohn Marino const _Settings& __s = _Settings::get(); 116*e4b17023SJohn Marino 117*e4b17023SJohn Marino # pragma omp parallel num_threads(__num_threads) 118*e4b17023SJohn Marino { 119*e4b17023SJohn Marino # pragma omp single 120*e4b17023SJohn Marino { 121*e4b17023SJohn Marino __num_threads = omp_get_num_threads(); 122*e4b17023SJohn Marino 123*e4b17023SJohn Marino __borders = new _DifferenceType[__num_threads + 2]; 124*e4b17023SJohn Marino 125*e4b17023SJohn Marino if (__s.partial_sum_dilation == 1.0f) 126*e4b17023SJohn Marino __equally_split(__n, __num_threads + 1, __borders); 127*e4b17023SJohn Marino else 128*e4b17023SJohn Marino { 129*e4b17023SJohn Marino _DifferenceType __first_part_length = 130*e4b17023SJohn Marino std::max<_DifferenceType>(1, 131*e4b17023SJohn Marino __n / (1.0f + __s.partial_sum_dilation * __num_threads)); 132*e4b17023SJohn Marino _DifferenceType __chunk_length = 133*e4b17023SJohn Marino (__n - __first_part_length) / __num_threads; 134*e4b17023SJohn Marino _DifferenceType __borderstart = 135*e4b17023SJohn Marino __n - __num_threads * __chunk_length; 136*e4b17023SJohn Marino __borders[0] = 0; 137*e4b17023SJohn Marino for (_ThreadIndex __i = 1; __i < (__num_threads + 1); ++__i) 138*e4b17023SJohn Marino { 139*e4b17023SJohn Marino __borders[__i] = __borderstart; 140*e4b17023SJohn Marino __borderstart += __chunk_length; 141*e4b17023SJohn Marino } 142*e4b17023SJohn Marino __borders[__num_threads + 1] = __n; 143*e4b17023SJohn Marino } 144*e4b17023SJohn Marino 145*e4b17023SJohn Marino __sums = static_cast<_ValueType*>(::operator new(sizeof(_ValueType) 146*e4b17023SJohn Marino * __num_threads)); 147*e4b17023SJohn Marino _OutputIterator __target_end; 148*e4b17023SJohn Marino } //single 149*e4b17023SJohn Marino 150*e4b17023SJohn Marino _ThreadIndex __iam = omp_get_thread_num(); 151*e4b17023SJohn Marino if (__iam == 0) 152*e4b17023SJohn Marino { 153*e4b17023SJohn Marino *__result = *__begin; 154*e4b17023SJohn Marino __parallel_partial_sum_basecase(__begin + 1, 155*e4b17023SJohn Marino __begin + __borders[1], 156*e4b17023SJohn Marino __result + 1, 157*e4b17023SJohn Marino __bin_op, *__begin); 158*e4b17023SJohn Marino ::new(&(__sums[__iam])) _ValueType(*(__result + __borders[1] - 1)); 159*e4b17023SJohn Marino } 160*e4b17023SJohn Marino else 161*e4b17023SJohn Marino { 162*e4b17023SJohn Marino ::new(&(__sums[__iam])) 163*e4b17023SJohn Marino _ValueType(__gnu_parallel::accumulate( 164*e4b17023SJohn Marino __begin + __borders[__iam] + 1, 165*e4b17023SJohn Marino __begin + __borders[__iam + 1], 166*e4b17023SJohn Marino *(__begin + __borders[__iam]), 167*e4b17023SJohn Marino __bin_op, 168*e4b17023SJohn Marino __gnu_parallel::sequential_tag())); 169*e4b17023SJohn Marino } 170*e4b17023SJohn Marino 171*e4b17023SJohn Marino # pragma omp barrier 172*e4b17023SJohn Marino 173*e4b17023SJohn Marino # pragma omp single 174*e4b17023SJohn Marino __parallel_partial_sum_basecase(__sums + 1, __sums + __num_threads, 175*e4b17023SJohn Marino __sums + 1, __bin_op, __sums[0]); 176*e4b17023SJohn Marino 177*e4b17023SJohn Marino # pragma omp barrier 178*e4b17023SJohn Marino 179*e4b17023SJohn Marino // Still same team. 180*e4b17023SJohn Marino __parallel_partial_sum_basecase(__begin + __borders[__iam + 1], 181*e4b17023SJohn Marino __begin + __borders[__iam + 2], 182*e4b17023SJohn Marino __result + __borders[__iam + 1], 183*e4b17023SJohn Marino __bin_op, __sums[__iam]); 184*e4b17023SJohn Marino } //parallel 185*e4b17023SJohn Marino 186*e4b17023SJohn Marino for (_ThreadIndex __i = 0; __i < __num_threads; ++__i) 187*e4b17023SJohn Marino __sums[__i].~_ValueType(); 188*e4b17023SJohn Marino ::operator delete(__sums); 189*e4b17023SJohn Marino 190*e4b17023SJohn Marino delete[] __borders; 191*e4b17023SJohn Marino 192*e4b17023SJohn Marino return __result + __n; 193*e4b17023SJohn Marino } 194*e4b17023SJohn Marino 195*e4b17023SJohn Marino /** @brief Parallel partial sum front-__end. 196*e4b17023SJohn Marino * @param __begin Begin iterator of input sequence. 197*e4b17023SJohn Marino * @param __end End iterator of input sequence. 198*e4b17023SJohn Marino * @param __result Begin iterator of output sequence. 199*e4b17023SJohn Marino * @param __bin_op Associative binary function. 200*e4b17023SJohn Marino * @return End iterator of output sequence. */ 201*e4b17023SJohn Marino template<typename _IIter, 202*e4b17023SJohn Marino typename _OutputIterator, 203*e4b17023SJohn Marino typename _BinaryOperation> 204*e4b17023SJohn Marino _OutputIterator __parallel_partial_sum(_IIter __begin,_IIter __end,_OutputIterator __result,_BinaryOperation __bin_op)205*e4b17023SJohn Marino __parallel_partial_sum(_IIter __begin, _IIter __end, 206*e4b17023SJohn Marino _OutputIterator __result, _BinaryOperation __bin_op) 207*e4b17023SJohn Marino { 208*e4b17023SJohn Marino _GLIBCXX_CALL(__begin - __end) 209*e4b17023SJohn Marino 210*e4b17023SJohn Marino typedef std::iterator_traits<_IIter> _TraitsType; 211*e4b17023SJohn Marino typedef typename _TraitsType::value_type _ValueType; 212*e4b17023SJohn Marino typedef typename _TraitsType::difference_type _DifferenceType; 213*e4b17023SJohn Marino 214*e4b17023SJohn Marino _DifferenceType __n = __end - __begin; 215*e4b17023SJohn Marino 216*e4b17023SJohn Marino switch (_Settings::get().partial_sum_algorithm) 217*e4b17023SJohn Marino { 218*e4b17023SJohn Marino case LINEAR: 219*e4b17023SJohn Marino // Need an initial offset. 220*e4b17023SJohn Marino return __parallel_partial_sum_linear(__begin, __end, __result, 221*e4b17023SJohn Marino __bin_op, __n); 222*e4b17023SJohn Marino default: 223*e4b17023SJohn Marino // Partial_sum algorithm not implemented. 224*e4b17023SJohn Marino _GLIBCXX_PARALLEL_ASSERT(0); 225*e4b17023SJohn Marino return __result + __n; 226*e4b17023SJohn Marino } 227*e4b17023SJohn Marino } 228*e4b17023SJohn Marino } 229*e4b17023SJohn Marino 230*e4b17023SJohn Marino #endif /* _GLIBCXX_PARALLEL_PARTIAL_SUM_H */ 231