parallel.h

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// ---------------------------------------------------------------------
//
// Copyright (C) 2008 - 2020 by the deal.II authors
//
// This file is part of the deal.II library.
//
// The deal.II library is free software; you can use it, redistribute
// it, and/or modify it under the terms of the GNU Lesser General
// Public License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.
// The full text of the license can be found in the file LICENSE.md at
// the top level directory of deal.II.
//
// ---------------------------------------------------------------------
 
#ifndef dealii_parallel_h
#define dealii_parallel_h
 
 
#include <deal.II/base/config.h>
 
#include <deal.II/base/exceptions.h>
#include <deal.II/base/synchronous_iterator.h>
#include <deal.II/base/template_constraints.h>
#include <deal.II/base/thread_management.h>
 
#include <cstddef>
#include <functional>
#include <memory>
#include <tuple>
 
#ifdef DEAL_II_WITH_TBB
DEAL_II_DISABLE_EXTRA_DIAGNOSTICS
#  include <tbb/blocked_range.h>
#  include <tbb/parallel_for.h>
#  include <tbb/parallel_reduce.h>
#  include <tbb/partitioner.h>
DEAL_II_ENABLE_EXTRA_DIAGNOSTICS
#endif
 
 
// TODO[WB]: allow calling functions to pass along a tbb::affinity_partitioner
// object to ensure that subsequent calls use the same cache lines
 
DEAL_II_NAMESPACE_OPEN
 
namespace parallel
{
  namespace internal
  {
    template <typename Number>
    struct EnableOpenMPSimdFor
    {
      static const bool value = true;
    };
 
#ifdef __INTEL_COMPILER
    // Disable long double SIMD instructions on ICC. This is to work around a
    // bug that generates wrong code at least up to intel 15 (see
    // tests/lac/vector-vector, tests/lac/intel-15-bug, and the discussion at
    // https://github.com/dealii/dealii/issues/598).
    template <>
    struct EnableOpenMPSimdFor<long double>
    {
      static const bool value = false;
    };
#endif
 
 
 
    template <typename F>
    struct Body
    {
      Body(const F &f)
        : f(f)
      {}
 
      template <typename Range>
      void
      operator()(const Range &range) const
      {
        for (typename Range::const_iterator p = range.begin(); p != range.end();
             ++p)
          apply(f, *p);
      }
 
    private:
      const F f;
 
      template <typename I1, typename I2>
      static void
      apply(const F &f, const std::tuple<I1, I2> &p)
      {
        *std::get<1>(p) = f(*std::get<0>(p));
      }
 
      template <typename I1, typename I2, typename I3>
      static void
      apply(const F &f, const std::tuple<I1, I2, I3> &p)
      {
        *std::get<2>(p) = f(*std::get<0>(p), *std::get<1>(p));
      }
 
      template <typename I1, typename I2, typename I3, typename I4>
      static void
      apply(const F &f, const std::tuple<I1, I2, I3, I4> &p)
      {
        *std::get<3>(p) = f(*std::get<0>(p), *std::get<1>(p), *std::get<2>(p));
      }
    };
 
 
 
    template <typename F>
    Body<F>
    make_body(const F &f)
    {
      return Body<F>(f);
    }
 
 
 
#ifdef DEAL_II_WITH_TBB
    template <typename Iterator, typename Functor>
    void
    parallel_for(Iterator           x_begin,
                 Iterator           x_end,
                 const Functor &    functor,
                 const unsigned int grainsize)
    {
      tbb::parallel_for(tbb::blocked_range<Iterator>(x_begin, x_end, grainsize),
                        functor,
                        tbb::auto_partitioner());
    }
 
 
 
    template <typename Iterator, typename Functor>
    void
    parallel_for(Iterator                                          x_begin,
                 Iterator                                          x_end,
                 const Functor &                                   functor,
                 const unsigned int                                grainsize,
                 const std::shared_ptr<tbb::affinity_partitioner> &partitioner)
    {
      tbb::parallel_for(tbb::blocked_range<Iterator>(x_begin, x_end, grainsize),
                        functor,
                        *partitioner);
    }
#endif
  } // namespace internal
 
  template <typename InputIterator, typename OutputIterator, typename Predicate>
  void
  transform(const InputIterator &begin_in,
            const InputIterator &end_in,
            OutputIterator       out,
            const Predicate &    predicate,
            const unsigned int   grainsize)
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)grainsize;
 
    for (OutputIterator in = begin_in; in != end_in;)
      *out++ = predicate(*in++);
#else
    using Iterators     = std::tuple<InputIterator, OutputIterator>;
    using SyncIterators = SynchronousIterators<Iterators>;
    Iterators x_begin(begin_in, out);
    Iterators x_end(end_in, OutputIterator());
    internal::parallel_for(SyncIterators(x_begin),
                           SyncIterators(x_end),
                           internal::make_body(predicate),
                           grainsize);
#endif
  }
 
 
 
  template <typename InputIterator1,
            typename InputIterator2,
            typename OutputIterator,
            typename Predicate>
  void
  transform(const InputIterator1 &begin_in1,
            const InputIterator1 &end_in1,
            InputIterator2        in2,
            OutputIterator        out,
            const Predicate &     predicate,
            const unsigned int    grainsize)
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)grainsize;
 
    for (OutputIterator in1 = begin_in1; in1 != end_in1;)
      *out++ = predicate(*in1++, *in2++);
#else
    using Iterators =
      std::tuple<InputIterator1, InputIterator2, OutputIterator>;
    using SyncIterators = SynchronousIterators<Iterators>;
    Iterators x_begin(begin_in1, in2, out);
    Iterators x_end(end_in1, InputIterator2(), OutputIterator());
    internal::parallel_for(SyncIterators(x_begin),
                           SyncIterators(x_end),
                           internal::make_body(predicate),
                           grainsize);
#endif
  }
 
 
 
  template <typename InputIterator1,
            typename InputIterator2,
            typename InputIterator3,
            typename OutputIterator,
            typename Predicate>
  void
  transform(const InputIterator1 &begin_in1,
            const InputIterator1 &end_in1,
            InputIterator2        in2,
            InputIterator3        in3,
            OutputIterator        out,
            const Predicate &     predicate,
            const unsigned int    grainsize)
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)grainsize;
 
    for (OutputIterator in1 = begin_in1; in1 != end_in1;)
      *out++ = predicate(*in1++, *in2++, *in3++);
#else
    using Iterators = std::
      tuple<InputIterator1, InputIterator2, InputIterator3, OutputIterator>;
    using SyncIterators = SynchronousIterators<Iterators>;
    Iterators x_begin(begin_in1, in2, in3, out);
    Iterators x_end(end_in1,
                    InputIterator2(),
                    InputIterator3(),
                    OutputIterator());
    internal::parallel_for(SyncIterators(x_begin),
                           SyncIterators(x_end),
                           internal::make_body(predicate),
                           grainsize);
#endif
  }
 
 
  namespace internal
  {
#ifdef DEAL_II_WITH_TBB
    template <typename RangeType, typename Function>
    void
    apply_to_subranges(const tbb::blocked_range<RangeType> &range,
                       const Function &                     f)
    {
      f(range.begin(), range.end());
    }
#endif
  } // namespace internal
 
 
  template <typename RangeType, typename Function>
  void
  apply_to_subranges(const RangeType &                         begin,
                     const typename identity<RangeType>::type &end,
                     const Function &                          f,
                     const unsigned int                        grainsize)
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)grainsize;
 
    f(begin, end);
#else
    internal::parallel_for(begin,
                           end,
                           [&f](const tbb::blocked_range<RangeType> &range) {
                             internal::apply_to_subranges<RangeType, Function>(
                               range, f);
                           },
                           grainsize);
#endif
  }
 
 
 
  struct ParallelForInteger
  {
    virtual ~ParallelForInteger() = default;
 
    void
    apply_parallel(const std::size_t begin,
                   const std::size_t end,
                   const std::size_t minimum_parallel_grain_size) const;
 
    virtual void
    apply_to_subrange(const std::size_t, const std::size_t) const = 0;
  };
 
 
 
  namespace internal
  {
#ifdef DEAL_II_WITH_TBB
    template <typename ResultType, typename Function>
    struct ReductionOnSubranges
    {
      ResultType result;
 
      template <typename Reductor>
      ReductionOnSubranges(const Function & f,
                           const Reductor & reductor,
                           const ResultType neutral_element = ResultType())
        : result(neutral_element)
        , f(f)
        , neutral_element(neutral_element)
        , reductor(reductor)
      {}
 
      ReductionOnSubranges(const ReductionOnSubranges &r, tbb::split)
        : result(r.neutral_element)
        , f(r.f)
        , neutral_element(r.neutral_element)
        , reductor(r.reductor)
      {}
 
      void
      join(const ReductionOnSubranges &r)
      {
        result = reductor(result, r.result);
      }
 
      template <typename RangeType>
      void
      operator()(const tbb::blocked_range<RangeType> &range)
      {
        result = reductor(result, f(range.begin(), range.end()));
      }
 
    private:
      const Function f;
 
      const ResultType neutral_element;
 
      const std::function<ResultType(ResultType, ResultType)> reductor;
    };
#endif
  } // namespace internal
 
 
  template <typename ResultType, typename RangeType, typename Function>
  ResultType
  accumulate_from_subranges(const Function &                          f,
                            const RangeType &                         begin,
                            const typename identity<RangeType>::type &end,
                            const unsigned int                        grainsize)
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)grainsize;
 
    return f(begin, end);
#else
    internal::ReductionOnSubranges<ResultType, Function> reductor(
      f, std::plus<ResultType>(), 0);
    tbb::parallel_reduce(tbb::blocked_range<RangeType>(begin, end, grainsize),
                         reductor,
                         tbb::auto_partitioner());
    return reductor.result;
#endif
  }
 
 
  // --------------------- for loop affinity partitioner -----------------------
 
  namespace internal
  {
    class TBBPartitioner
    {
    public:
      TBBPartitioner();
 
#ifdef DEAL_II_WITH_TBB
      ~TBBPartitioner();
 
      std::shared_ptr<tbb::affinity_partitioner>
      acquire_one_partitioner();
 
      void
      release_one_partitioner(std::shared_ptr<tbb::affinity_partitioner> &p);
 
    private:
      std::shared_ptr<tbb::affinity_partitioner> my_partitioner;
 
      bool in_use;
 
      std::mutex mutex;
#endif
    };
  } // namespace internal
} // namespace parallel
 
 
namespace internal
{
  namespace VectorImplementation
  {
    extern unsigned int minimum_parallel_grain_size;
  } // namespace VectorImplementation
 
 
  namespace SparseMatrixImplementation
  {
    extern unsigned int minimum_parallel_grain_size;
  } // namespace SparseMatrixImplementation
 
} // end of namespace internal
 
 
/* --------------------------- inline functions ------------------------- */
 
namespace parallel
{
#ifdef DEAL_II_WITH_TBB
 
  namespace internal
  {
    struct ParallelForWrapper
    {
      ParallelForWrapper(const parallel::ParallelForInteger &worker)
        : worker_(worker)
      {}
 
      void
      operator()(const tbb::blocked_range<std::size_t> &range) const
      {
        worker_.apply_to_subrange(range.begin(), range.end());
      }
 
      const parallel::ParallelForInteger &worker_;
    };
  } // namespace internal
 
#endif
 
 
  inline void
  ParallelForInteger::apply_parallel(
    const std::size_t begin,
    const std::size_t end,
    const std::size_t minimum_parallel_grain_size) const
  {
#ifndef DEAL_II_WITH_TBB
    // make sure we don't get compiler
    // warnings about unused arguments
    (void)minimum_parallel_grain_size;
 
    apply_to_subrange(begin, end);
#else
    internal::ParallelForWrapper worker(*this);
    internal::parallel_for(begin, end, worker, minimum_parallel_grain_size);
#endif
  }
 
} // end of namespace parallel
 
DEAL_II_NAMESPACE_CLOSE
 
#endif