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-// -*- C++ -*-
-
-// Copyright (C) 2007, 2008, 2009 Free Software Foundation, Inc.
-//
-// This file is part of the GNU ISO C++ Library. This library is free
-// software; you can redistribute it and/or modify it under the terms
-// of the GNU General Public License as published by the Free Software
-// Foundation; either version 3, or (at your option) any later
-// version.
-
-// This library is distributed in the hope that it will be useful, but
-// WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
-// General Public License for more details.
-
-// Under Section 7 of GPL version 3, you are granted additional
-// permissions described in the GCC Runtime Library Exception, version
-// 3.1, as published by the Free Software Foundation.
-
-// You should have received a copy of the GNU General Public License and
-// a copy of the GCC Runtime Library Exception along with this program;
-// see the files COPYING3 and COPYING.RUNTIME respectively. If not, see
-// <http://www.gnu.org/licenses/>.
-
-/** @file parallel/workstealing.h
- * @brief Parallelization of embarrassingly parallel execution by
- * means of work-stealing.
- *
- * Work stealing is described in
- *
- * R. D. Blumofe and C. E. Leiserson.
- * Scheduling multithreaded computations by work stealing.
- * Journal of the ACM, 46(5):720–748, 1999.
- *
- * This file is a GNU parallel extension to the Standard C++ Library.
- */
-
-// Written by Felix Putze.
-
-#ifndef _GLIBCXX_PARALLEL_WORKSTEALING_H
-#define _GLIBCXX_PARALLEL_WORKSTEALING_H 1
-
-#include <parallel/parallel.h>
-#include <parallel/random_number.h>
-#include <parallel/compatibility.h>
-
-namespace __gnu_parallel
-{
-
-#define _GLIBCXX_JOB_VOLATILE volatile
-
-/** @brief One job for a certain thread. */
-template<typename _DifferenceTp>
- struct Job
- {
- typedef _DifferenceTp difference_type;
-
- /** @brief First element.
- *
- * Changed by owning and stealing thread. By stealing thread,
- * always incremented. */
- _GLIBCXX_JOB_VOLATILE difference_type first;
-
- /** @brief Last element.
- *
- * Changed by owning thread only. */
- _GLIBCXX_JOB_VOLATILE difference_type last;
-
- /** @brief Number of elements, i. e. @c last-first+1.
- *
- * Changed by owning thread only. */
- _GLIBCXX_JOB_VOLATILE difference_type load;
- };
-
-/** @brief Work stealing algorithm for random access iterators.
- *
- * Uses O(1) additional memory. Synchronization at job lists is
- * done with atomic operations.
- * @param begin Begin iterator of element sequence.
- * @param end End iterator of element sequence.
- * @param op User-supplied functor (comparator, predicate, adding
- * functor, ...).
- * @param f Functor to "process" an element with op (depends on
- * desired functionality, e. g. for std::for_each(), ...).
- * @param r Functor to "add" a single result to the already
- * processed elements (depends on functionality).
- * @param base Base value for reduction.
- * @param output Pointer to position where final result is written to
- * @param bound Maximum number of elements processed (e. g. for
- * std::count_n()).
- * @return User-supplied functor (that may contain a part of the result).
- */
-template<typename RandomAccessIterator,
- typename Op,
- typename Fu,
- typename Red,
- typename Result>
- Op
- for_each_template_random_access_workstealing(RandomAccessIterator begin,
- RandomAccessIterator end,
- Op op, Fu& f, Red r,
- Result base, Result& output,
- typename std::iterator_traits
- <RandomAccessIterator>::
- difference_type bound)
- {
- _GLIBCXX_CALL(end - begin)
-
- typedef std::iterator_traits<RandomAccessIterator> traits_type;
- typedef typename traits_type::difference_type difference_type;
-
- const _Settings& __s = _Settings::get();
-
- difference_type chunk_size = static_cast<difference_type>(__s.workstealing_chunk_size);
-
- // How many jobs?
- difference_type length = (bound < 0) ? (end - begin) : bound;
-
- // To avoid false sharing in a cache line.
- const int stride = __s.cache_line_size * 10 / sizeof(Job<difference_type>) + 1;
-
- // Total number of threads currently working.
- thread_index_t busy = 0;
-
- Job<difference_type> *job;
-
- omp_lock_t output_lock;
- omp_init_lock(&output_lock);
-
- // Write base value to output.
- output = base;
-
- // No more threads than jobs, at least one thread.
- thread_index_t num_threads =
- __gnu_parallel::max<thread_index_t>(1,
- __gnu_parallel::min<difference_type>(length, get_max_threads()));
-
-# pragma omp parallel shared(busy) num_threads(num_threads)
- {
-
-# pragma omp single
- {
- num_threads = omp_get_num_threads();
-
- // Create job description array.
- job = new Job<difference_type>[num_threads * stride];
- }
-
- // Initialization phase.
-
- // Flags for every thread if it is doing productive work.
- bool iam_working = false;
-
- // Thread id.
- thread_index_t iam = omp_get_thread_num();
-
- // This job.
- Job<difference_type>& my_job = job[iam * stride];
-
- // Random number (for work stealing).
- thread_index_t victim;
-
- // Local value for reduction.
- Result result = Result();
-
- // Number of elements to steal in one attempt.
- difference_type steal;
-
- // Every thread has its own random number generator
- // (modulo num_threads).
- random_number rand_gen(iam, num_threads);
-
- // This thread is currently working.
-# pragma omp atomic
- ++busy;
-
- iam_working = true;
-
- // How many jobs per thread? last thread gets the rest.
- my_job.first =
- static_cast<difference_type>(iam * (length / num_threads));
-
- my_job.last = (iam == (num_threads - 1)) ?
- (length - 1) : ((iam + 1) * (length / num_threads) - 1);
- my_job.load = my_job.last - my_job.first + 1;
-
- // Init result with first value (to have a base value for reduction).
- if (my_job.first <= my_job.last)
- {
- // Cannot use volatile variable directly.
- difference_type my_first = my_job.first;
- result = f(op, begin + my_first);
- ++my_job.first;
- --my_job.load;
- }
-
- RandomAccessIterator current;
-
-# pragma omp barrier
-
- // Actual work phase
- // Work on own or stolen start
- while (busy > 0)
- {
- // Work until no productive thread left.
-# pragma omp flush(busy)
-
- // Thread has own work to do
- while (my_job.first <= my_job.last)
- {
- // fetch-and-add call
- // Reserve current job block (size chunk_size) in my queue.
- difference_type current_job =
- fetch_and_add<difference_type>(&(my_job.first), chunk_size);
-
- // Update load, to make the three values consistent,
- // first might have been changed in the meantime
- my_job.load = my_job.last - my_job.first + 1;
- for (difference_type job_counter = 0;
- job_counter < chunk_size && current_job <= my_job.last;
- ++job_counter)
- {
- // Yes: process it!
- current = begin + current_job;
- ++current_job;
-
- // Do actual work.
- result = r(result, f(op, current));
- }
-
-# pragma omp flush(busy)
- }
-
- // After reaching this point, a thread's job list is empty.
- if (iam_working)
- {
- // This thread no longer has work.
-# pragma omp atomic
- --busy;
-
- iam_working = false;
- }
-
- difference_type supposed_first, supposed_last, supposed_load;
- do
- {
- // Find random nonempty deque (not own), do consistency check.
- yield();
-# pragma omp flush(busy)
- victim = rand_gen();
- supposed_first = job[victim * stride].first;
- supposed_last = job[victim * stride].last;
- supposed_load = job[victim * stride].load;
- }
- while (busy > 0
- && ((supposed_load <= 0)
- || ((supposed_first + supposed_load - 1) != supposed_last)));
-
- if (busy == 0)
- break;
-
- if (supposed_load > 0)
- {
- // Has work and work to do.
- // Number of elements to steal (at least one).
- steal = (supposed_load < 2) ? 1 : supposed_load / 2;
-
- // Push victim's start forward.
- difference_type stolen_first =
- fetch_and_add<difference_type>(
- &(job[victim * stride].first), steal);
- difference_type stolen_try =
- stolen_first + steal - difference_type(1);
-
- my_job.first = stolen_first;
- my_job.last = __gnu_parallel::min(stolen_try, supposed_last);
- my_job.load = my_job.last - my_job.first + 1;
-
- // Has potential work again.
-# pragma omp atomic
- ++busy;
- iam_working = true;
-
-# pragma omp flush(busy)
- }
-# pragma omp flush(busy)
- } // end while busy > 0
- // Add accumulated result to output.
- omp_set_lock(&output_lock);
- output = r(output, result);
- omp_unset_lock(&output_lock);
- }
-
- delete[] job;
-
- // Points to last element processed (needed as return value for
- // some algorithms like transform)
- f.finish_iterator = begin + length;
-
- omp_destroy_lock(&output_lock);
-
- return op;
- }
-} // end namespace
-
-#endif /* _GLIBCXX_PARALLEL_WORKSTEALING_H */