getfem_accumulated_distro.h

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/* -*- c++ -*- (enables emacs c++ mode) */
/*===========================================================================
 
 Copyright (C) 2018-2026 Andriy Andreykiv
 
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/**@file getfem_accumulated_distro.h
@author  Andriy Andreykiv <[email protected]>
@date November 21, 2018.
@brief Distribution of assembly results (matrices/vectors) for parallel
       assembly.
 
This is the kernel of getfem.
*/
#pragma once
 
#include <gmm/gmm_def.h>
 
#include "getfem_omp.h"
 
namespace getfem
{
 
namespace detail {
 
  //T is a single vector
  template<class T>
  void add_spec(const T &a, T &b,
                gmm::abstract_null_type, gmm::abstract_vector){
    gmm::add(a, b);
  }
 
  //T is a single matrix
  template<class T>
  void add_spec(const T &a, T &b,
                gmm::abstract_null_type, gmm::abstract_matrix){
    gmm::add(a, b);
  }
 
  //T is a vector of either matrices or vectors
  template<class T>
  void add_list(const T &a, T &b){
    GMM_ASSERT2(a.size() == b.size(), "size mismatch");
    auto ita = begin(a);
    auto itb = begin(b);
    auto ita_end = end(a);
    for (;ita != ita_end; ++ita, ++itb) gmm::add(*ita, *itb);
  }
 
  //T is a vector of vectors
  template<class T>
  void add_spec(const T &a, T &b,
                gmm::abstract_vector, gmm::abstract_vector){
    add_list(a, b);
  }
 
  //T is a vector of matrices
  template<class T>
  void add_spec(const T &a, T &b,
                gmm::abstract_matrix, gmm::abstract_vector){
    add_list(a, b);
  }
 
  //T is a single vector
  template<class T>
  void equal_resize_spec(T &a, const T &b,
                         gmm::abstract_null_type, gmm::abstract_vector){
    gmm::resize(a, gmm::vect_size(b));
  }
 
  //T is a single matrix
  template<class T>
  void equal_resize_spec(T &a, const T &b,
                         gmm::abstract_null_type, gmm::abstract_matrix){
    gmm::resize(a, gmm::mat_nrows(b), gmm::mat_ncols(b));
  }
 
  //T is a vector of either matrices or vectors
  template<class T>
  void equal_resize_list(T &a, const T &b){
    GMM_ASSERT2(a.empty(), "the first list should be still empty");
    a.resize(b.size());
    auto ita = begin(a);
    auto itb = begin(b);
    auto ita_end = end(a);
    using Component = typename T::value_type;
    using AlgoC = typename gmm::linalg_traits<Component>::linalg_type;
    for (;ita != ita_end; ++ita, ++itb){
      equal_resize_spec(*ita, *itb, gmm::abstract_null_type{}, AlgoC{});
    }
  }
 
  //T is a vector of vectors
  template<class T>
  void equal_resize_spec(T &a, const T &b,
                         gmm::abstract_vector, gmm::abstract_vector){
    equal_resize_list(a, b);
  }
 
  //T is a vector of matrices
  template<class T>
  void equal_resize_spec(T &a, const T &b,
                         gmm::abstract_matrix, gmm::abstract_vector){
    equal_resize_list(a, b);
  }
 
} // namespace detail
 
  /**Generic addition for gmm types as well as vectors of gmm types*/
  template<class T>
  void gen_add(const T &a, T &b){
    using AlgoT = typename gmm::linalg_traits<T>::linalg_type;
    using Component = typename T::value_type;
    using AlgoC = typename gmm::linalg_traits<Component>::linalg_type;
    detail::add_spec(a, b, AlgoC{}, AlgoT{});
  }
 
  /**Resize 'a' to the same size as 'b'.
      a and b can be matrices, vectors, or lists of matrices or vectors
  */
  template<class T>
  void equal_resize(T &a, const T &b){
    using AlgoT = typename gmm::linalg_traits<T>::linalg_type;
    using Component = typename T::value_type;
    using AlgoC = typename gmm::linalg_traits<Component>::linalg_type;
    detail::equal_resize_spec(a, b, AlgoC{}, AlgoT{});
  }
 
  /**Takes a matrix or vector, or vector of matrices or vectors and
  creates an empty copy on each thread. When the
  thread computations are done (in the destructor), accumulates
  the assembled copies into the original*/
  template <class T>
  class accumulated_distro
  {
    T& original;
    omp_distribute<T> distributed;
 
  public:
 
    explicit accumulated_distro(T& l)
      : original{l}{
      if (distributed.num_threads() == 1) return;
      //intentionally skipping thread 0, as accumulated_distro will
      //use original for it
      for(size_type t = 1; t != distributed.num_threads(); ++t){
        equal_resize(distributed(t), original);
      }
    }
 
    T& get(){
      if (distributed.num_threads() == 1 ||
          distributed.this_thread() == 0) return original;
      else return distributed;
    }
 
    operator T&(){ // implicit conversion
      return get();
    }
 
    T& operator = (const T &x){
      return distributed = x;
    }
 
    ~accumulated_distro(){
      if (distributed.num_threads() == 1) return;
 
      if (me_is_multithreaded_now()) {
        // GMM_ASSERT1 not convenient here
        cerr <<  "Accumulation distribution should not run in parallel";
        exit(1);
      }
 
      using namespace std;
      auto to_add = vector<T*>{};
      to_add.push_back(&original);
      for (size_type t = 1; t != distributed.num_threads(); ++t){
        to_add.push_back(&distributed(t));
      }
 
      //Accumulation in parallel.
      //Adding, for instance, elements 1 to 0, 2 to 3, 5 to 4 and 7 to 6
      //on separate 4 threads in case of parallelization of the assembly
      //on 8 threads.
      while (to_add.size() > 1){
        GETFEM_OMP_PARALLEL(
          auto i = distributed.this_thread() * 2;
          if (i + 1 < to_add.size()){
            auto &target = *to_add[i];
            auto &source = *to_add[i + 1];
            gen_add(source, target);
          }
        )
        //erase every second item , as it was already added
        for (auto it = begin(to_add), ite = end(to_add);
             it != end(to_add) && next(it) != end(to_add);
             it = to_add.erase(next(it)));
      }
    }
  };
 
} // namespace getfem