Kokkos_StaticCrsGraph.hpp

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#ifndef KOKKOS_STATICCRSGRAPH_HPP
#define KOKKOS_STATICCRSGRAPH_HPP
 
#include <string>
#include <vector>
 
#include <Kokkos_View.hpp>
#include <Kokkos_Parallel.hpp>
#include <Kokkos_Parallel_Reduce.hpp>
 
namespace Kokkos {
 
namespace Impl {
template <class RowOffsetsType, class RowBlockOffsetsType>
struct StaticCrsGraphBalancerFunctor {
  using int_type = typename RowOffsetsType::non_const_value_type;
  RowOffsetsType row_offsets;
  RowBlockOffsetsType row_block_offsets;
 
  int_type cost_per_row, num_blocks;
 
  StaticCrsGraphBalancerFunctor(RowOffsetsType row_offsets_,
                                RowBlockOffsetsType row_block_offsets_,
                                int_type cost_per_row_, int_type num_blocks_)
      : row_offsets(row_offsets_),
        row_block_offsets(row_block_offsets_),
        cost_per_row(cost_per_row_),
        num_blocks(num_blocks_) {}
 
  KOKKOS_INLINE_FUNCTION
  void operator()(const int_type& iRow) const {
    const int_type num_rows    = row_offsets.extent(0) - 1;
    const int_type num_entries = row_offsets(num_rows);
    const int_type total_cost  = num_entries + num_rows * cost_per_row;
 
    const double cost_per_workset = 1.0 * total_cost / num_blocks;
 
    const int_type row_cost =
        row_offsets(iRow + 1) - row_offsets(iRow) + cost_per_row;
 
    int_type count = row_offsets(iRow + 1) + cost_per_row * iRow;
 
    if (iRow == num_rows - 1) row_block_offsets(num_blocks) = num_rows;
 
    if (true) {
      int_type current_block =
          (count - row_cost - cost_per_row) / cost_per_workset;
      int_type end_block = count / cost_per_workset;
 
      // Handle some corner cases for the last two blocks.
      if (current_block >= num_blocks - 2) {
        if ((current_block == num_blocks - 2) &&
            (count >= (current_block + 1) * cost_per_workset)) {
          int_type row   = iRow;
          int_type cc    = count - row_cost - cost_per_row;
          int_type block = cc / cost_per_workset;
          while ((block > 0) && (block == current_block)) {
            cc    = row_offsets(row) + row * cost_per_row;
            block = cc / cost_per_workset;
            row--;
          }
          if ((count - cc - row_cost - cost_per_row) <
              num_entries - row_offsets(iRow + 1)) {
            row_block_offsets(current_block + 1) = iRow + 1;
          } else {
            row_block_offsets(current_block + 1) = iRow;
          }
        }
      } else {
        if ((count >= (current_block + 1) * cost_per_workset) ||
            (iRow + 2 == int_type(row_offsets.extent(0)))) {
          if (end_block > current_block + 1) {
            int_type num_block                   = end_block - current_block;
            row_block_offsets(current_block + 1) = iRow;
            for (int_type block = current_block + 2; block <= end_block;
                 block++)
              if ((block < current_block + 2 + (num_block - 1) / 2))
                row_block_offsets(block) = iRow;
              else
                row_block_offsets(block) = iRow + 1;
          } else {
            row_block_offsets(current_block + 1) = iRow + 1;
          }
        }
      }
    }
  }
};
}  // namespace Impl
 
template <class GraphType>
struct GraphRowViewConst {
  using ordinal_type = const typename GraphType::data_type;
 
 private:
  ordinal_type* colidx_;
  const ordinal_type stride_;
 
 public:
  KOKKOS_INLINE_FUNCTION
  GraphRowViewConst(ordinal_type* const colidx_in, const ordinal_type& stride,
                    const ordinal_type& count)
      : colidx_(colidx_in), stride_(stride), length(count) {}
 
  template <class OffsetType>
  KOKKOS_INLINE_FUNCTION GraphRowViewConst(
      const typename GraphType::entries_type& colidx_in,
      const ordinal_type& stride, const ordinal_type& count,
      const OffsetType& idx,
      const typename std::enable_if<std::is_integral<OffsetType>::value,
                                    int>::type& = 0)
      : colidx_(&colidx_in(idx)), stride_(stride), length(count) {}
 
  const ordinal_type length;
 
  KOKKOS_INLINE_FUNCTION
  ordinal_type& colidx(const ordinal_type& i) const {
    return colidx_[i * stride_];
  }
 
  KOKKOS_INLINE_FUNCTION
  ordinal_type& operator()(const ordinal_type& i) const { return colidx(i); }
};
 
template <class DataType, class Arg1Type, class Arg2Type = void,
          class Arg3Type    = void,
          typename SizeType = typename ViewTraits<DataType*, Arg1Type, Arg2Type,
                                                  Arg3Type>::size_type>
class StaticCrsGraph {
 private:
  using traits = ViewTraits<DataType*, Arg1Type, Arg2Type, Arg3Type>;
 
 public:
  using data_type       = DataType;
  using array_layout    = typename traits::array_layout;
  using execution_space = typename traits::execution_space;
  using device_type     = typename traits::device_type;
  using memory_traits   = typename traits::memory_traits;
  using size_type       = SizeType;
 
  using staticcrsgraph_type =
      StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type, SizeType>;
  using HostMirror = StaticCrsGraph<data_type, array_layout,
                                    typename traits::host_mirror_space,
                                    memory_traits, size_type>;
 
  using row_map_type =
      View<const size_type*, array_layout, device_type, memory_traits>;
  using entries_type =
      View<data_type*, array_layout, device_type, memory_traits>;
  using row_block_type =
      View<const size_type*, array_layout, device_type, memory_traits>;
 
  entries_type entries;
  row_map_type row_map;
  row_block_type row_block_offsets;
 
  KOKKOS_INLINE_FUNCTION
  StaticCrsGraph() : entries(), row_map(), row_block_offsets() {}
 
  KOKKOS_INLINE_FUNCTION
  StaticCrsGraph(const StaticCrsGraph& rhs)
      : entries(rhs.entries),
        row_map(rhs.row_map),
        row_block_offsets(rhs.row_block_offsets) {}
 
  template <class EntriesType, class RowMapType>
  KOKKOS_INLINE_FUNCTION StaticCrsGraph(const EntriesType& entries_,
                                        const RowMapType& row_map_)
      : entries(entries_), row_map(row_map_), row_block_offsets() {}
 
  KOKKOS_INLINE_FUNCTION
  StaticCrsGraph& operator=(const StaticCrsGraph& rhs) {
    entries           = rhs.entries;
    row_map           = rhs.row_map;
    row_block_offsets = rhs.row_block_offsets;
    return *this;
  }
 
  KOKKOS_DEFAULTED_FUNCTION
  ~StaticCrsGraph() = default;
 
  KOKKOS_INLINE_FUNCTION
  size_type numRows() const {
    return (row_map.extent(0) != 0)
               ? row_map.extent(0) - static_cast<size_type>(1)
               : static_cast<size_type>(0);
  }
 
  KOKKOS_INLINE_FUNCTION constexpr bool is_allocated() const {
    return (row_map.is_allocated() && entries.is_allocated());
  }
 
  KOKKOS_INLINE_FUNCTION
  GraphRowViewConst<StaticCrsGraph> rowConst(const data_type i) const {
    const size_type start = row_map(i);
    // count is guaranteed to fit in ordinal_type, as long as no row
    // has duplicate entries.
    const data_type count = static_cast<data_type>(row_map(i + 1) - start);
 
    if (count == 0) {
      return GraphRowViewConst<StaticCrsGraph>(nullptr, 1, 0);
    } else {
      return GraphRowViewConst<StaticCrsGraph>(entries, 1, count, start);
    }
  }
 
  void create_block_partitioning(size_type num_blocks,
                                 size_type fix_cost_per_row = 4) {
    View<size_type*, array_layout, device_type> block_offsets(
        "StatisCrsGraph::load_balance_offsets", num_blocks + 1);
 
    Impl::StaticCrsGraphBalancerFunctor<
        row_map_type, View<size_type*, array_layout, device_type> >
        partitioner(row_map, block_offsets, fix_cost_per_row, num_blocks);
 
    Kokkos::parallel_for("Kokkos::StaticCrsGraph::create_block_partitioning",
                         Kokkos::RangePolicy<execution_space>(0, numRows()),
                         partitioner);
    typename device_type::execution_space().fence();
 
    row_block_offsets = block_offsets;
  }
};
 
//----------------------------------------------------------------------------
 
template <class StaticCrsGraphType, class InputSizeType>
typename StaticCrsGraphType::staticcrsgraph_type create_staticcrsgraph(
    const std::string& label, const std::vector<InputSizeType>& input);
 
template <class StaticCrsGraphType, class InputSizeType>
typename StaticCrsGraphType::staticcrsgraph_type create_staticcrsgraph(
    const std::string& label,
    const std::vector<std::vector<InputSizeType> >& input);
 
//----------------------------------------------------------------------------
 
template <class DataType, class Arg1Type, class Arg2Type, class Arg3Type,
          typename SizeType>
typename StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type,
                        SizeType>::HostMirror
create_mirror_view(const StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type,
                                        SizeType>& input);
 
template <class DataType, class Arg1Type, class Arg2Type, class Arg3Type,
          typename SizeType>
typename StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type,
                        SizeType>::HostMirror
create_mirror(const StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type,
                                   SizeType>& input);
 
}  // namespace Kokkos
 
//----------------------------------------------------------------------------
//----------------------------------------------------------------------------
 
#include <impl/Kokkos_StaticCrsGraph_factory.hpp>
 
//----------------------------------------------------------------------------
//----------------------------------------------------------------------------
 
namespace Kokkos {
namespace Impl {
 
template <class GraphType>
struct StaticCrsGraphMaximumEntry {
  using execution_space = typename GraphType::execution_space;
  using value_type      = typename GraphType::data_type;
 
  const typename GraphType::entries_type entries;
 
  StaticCrsGraphMaximumEntry(const GraphType& graph) : entries(graph.entries) {}
 
  KOKKOS_INLINE_FUNCTION
  void operator()(const unsigned i, value_type& update) const {
    if (update < entries(i)) update = entries(i);
  }
 
  KOKKOS_INLINE_FUNCTION
  void init(value_type& update) const { update = 0; }
 
  KOKKOS_INLINE_FUNCTION
  void join(volatile value_type& update,
            volatile const value_type& input) const {
    if (update < input) update = input;
  }
};
 
}  // namespace Impl
 
template <class DataType, class Arg1Type, class Arg2Type, class Arg3Type,
          typename SizeType>
DataType maximum_entry(const StaticCrsGraph<DataType, Arg1Type, Arg2Type,
                                            Arg3Type, SizeType>& graph) {
  using GraphType =
      StaticCrsGraph<DataType, Arg1Type, Arg2Type, Arg3Type, SizeType>;
  using FunctorType = Impl::StaticCrsGraphMaximumEntry<GraphType>;
 
  DataType result = 0;
  Kokkos::parallel_reduce("Kokkos::maximum_entry", graph.entries.extent(0),
                          FunctorType(graph), result);
  return result;
}
 
}  // namespace Kokkos
 
//----------------------------------------------------------------------------
//----------------------------------------------------------------------------
 
#endif /* #ifndef KOKKOS_CRSARRAY_HPP */