/usr/include/trilinos/KokkosKernels_SimpleUtils.hpp is in libtrilinos-kokkos-kernels-dev 12.12.1-5.
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// KokkosKernels 0.9: Linear Algebra and Graph Kernels
// Copyright 2017 Sandia Corporation
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#ifndef _KOKKOSKERNELS_SIMPLEUTILS_HPP
#define _KOKKOSKERNELS_SIMPLEUTILS_HPP
#include "Kokkos_Core.hpp"
#include "Kokkos_Atomic.hpp"
#include "Kokkos_ArithTraits.hpp"
#include "impl/Kokkos_Timer.hpp"
#include <type_traits>
#define KOKKOSKERNELS_MACRO_MIN(x,y) ((x) < (y) ? (x) : (y))
#define KOKKOSKERNELS_MACRO_ABS(x) Kokkos::Details::ArithTraits<typename std::decay<decltype(x)>::type>::abs (x)
namespace KokkosKernels{
namespace Experimental{
namespace Util{
template <typename view_t>
struct ExclusiveParallelPrefixSum{
typedef typename view_t::value_type idx;
view_t array_sum;
ExclusiveParallelPrefixSum(view_t arr_): array_sum(arr_){}
KOKKOS_INLINE_FUNCTION
void operator()(const size_t ii, size_t& update, const bool final) const {
idx val = array_sum(ii);
if (final) {
array_sum(ii) = idx (update);
}
update += val;
}
};
template <typename array_type>
struct InclusiveParallelPrefixSum{
typedef typename array_type::value_type idx;
array_type array_sum;
InclusiveParallelPrefixSum(array_type arr_): array_sum(arr_){}
KOKKOS_INLINE_FUNCTION
void operator()(const size_t ii, size_t& update, const bool final) const {
update += array_sum(ii);
if (final) {
array_sum(ii) = idx (update);
}
}
};
/***
* \brief Function performs the exclusive parallel prefix sum. That is each entry holds the sum
* until itself.
* \param num_elements: size of the array
* \param arr: the array for which the prefix sum will be performed.
*/
template <typename view_t, typename MyExecSpace>
inline void kk_exclusive_parallel_prefix_sum(typename view_t::value_type num_elements, view_t arr){
typedef Kokkos::RangePolicy<MyExecSpace> my_exec_space;
Kokkos::parallel_scan( my_exec_space(0, num_elements), ExclusiveParallelPrefixSum<view_t>(arr));
}
/***
* \brief Function performs the inclusive parallel prefix sum. That is each entry holds the sum
* until itself including itself.
* \param num_elements: size of the array
* \param arr: the array for which the prefix sum will be performed.
*/
template <typename forward_array_type, typename MyExecSpace>
void kk_inclusive_parallel_prefix_sum(typename forward_array_type::value_type num_elements, forward_array_type arr){
typedef Kokkos::RangePolicy<MyExecSpace> my_exec_space;
Kokkos::parallel_scan( my_exec_space(0, num_elements), InclusiveParallelPrefixSum<forward_array_type>(arr));
}
template<typename view_type1, typename view_type2, typename eps_type = typename Kokkos::Details::ArithTraits<typename view_type2::non_const_value_type>::mag_type>
struct IsIdenticalFunctor{
view_type1 view1;
view_type2 view2;
eps_type eps;
IsIdenticalFunctor(view_type1 view1_, view_type2 view2_, eps_type eps_):
view1(view1_), view2(view2_), eps(eps_){}
KOKKOS_INLINE_FUNCTION
void operator()(const size_t &i, size_t &is_equal) const {
typedef typename view_type2::non_const_value_type val_type;
typedef Kokkos::Details::ArithTraits<val_type> KAT;
typedef typename KAT::mag_type mag_type;
const mag_type val_diff = KAT::abs (view1(i) - view2(i));
if (val_diff > eps ) {
is_equal+=1;
}
}
};
template <typename view_type1, typename view_type2, typename eps_type, typename MyExecSpace>
bool kk_is_identical_view(view_type1 view1, view_type2 view2, eps_type eps){
if (view1.dimension_0() != view2.dimension_0()){
return false;
}
size_t num_elements = view1.dimension_0();
typedef Kokkos::RangePolicy<MyExecSpace> my_exec_space;
size_t issame = 0;
Kokkos::parallel_reduce( my_exec_space(0,num_elements),
IsIdenticalFunctor<view_type1, view_type2, eps_type>(view1, view2, eps), issame);
MyExecSpace::fence();
if (issame > 0){
return false;
}
else {
return true;
}
}
}
}
}
#endif
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