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team-level std algos: part 13 (kokkos#6351)
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Add team level algorithms for inclusive scan
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fnrizzi committed Oct 5, 2023
1 parent 890148e commit e40f026
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Showing 8 changed files with 1,299 additions and 181 deletions.
311 changes: 229 additions & 82 deletions algorithms/src/std_algorithms/Kokkos_InclusiveScan.hpp

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244 changes: 182 additions & 62 deletions algorithms/src/std_algorithms/Kokkos_TransformInclusiveScan.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -23,40 +23,53 @@
namespace Kokkos {
namespace Experimental {

//
// overload set accepting execution space
//

// overload set 1 (no init value)
template <class ExecutionSpace, class InputIteratorType,
class OutputIteratorType, class BinaryOpType, class UnaryOpType>
std::enable_if_t<::Kokkos::Experimental::Impl::are_iterators<
InputIteratorType, OutputIteratorType>::value,
OutputIteratorType>
transform_inclusive_scan(const ExecutionSpace& ex, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op) {
template <typename ExecutionSpace, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType>&& ::
Kokkos::is_execution_space_v<ExecutionSpace>,
int> = 0>
OutputIteratorType transform_inclusive_scan(const ExecutionSpace& ex,
InputIteratorType first,
InputIteratorType last,
OutputIteratorType first_dest,
BinaryOpType binary_op,
UnaryOpType unary_op) {
Impl::static_assert_is_not_openmptarget(ex);

return Impl::transform_inclusive_scan_impl(
return Impl::transform_inclusive_scan_exespace_impl(
"Kokkos::transform_inclusive_scan_custom_functors_iterator_api", ex,
first, last, first_dest, binary_op, unary_op);
}

template <class ExecutionSpace, class InputIteratorType,
class OutputIteratorType, class BinaryOpType, class UnaryOpType>
std::enable_if_t<::Kokkos::Experimental::Impl::are_iterators<
InputIteratorType, OutputIteratorType>::value,
OutputIteratorType>
transform_inclusive_scan(const std::string& label, const ExecutionSpace& ex,
InputIteratorType first, InputIteratorType last,
OutputIteratorType first_dest, BinaryOpType binary_op,
UnaryOpType unary_op) {
template <typename ExecutionSpace, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType>&& ::
Kokkos::is_execution_space_v<ExecutionSpace>,
int> = 0>
OutputIteratorType transform_inclusive_scan(
const std::string& label, const ExecutionSpace& ex, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op) {
Impl::static_assert_is_not_openmptarget(ex);

return Impl::transform_inclusive_scan_impl(label, ex, first, last, first_dest,
binary_op, unary_op);
return Impl::transform_inclusive_scan_exespace_impl(
label, ex, first, last, first_dest, binary_op, unary_op);
}

template <class ExecutionSpace, class DataType1, class... Properties1,
class DataType2, class... Properties2, class BinaryOpType,
class UnaryOpType>
template <
typename ExecutionSpace, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<::Kokkos::is_execution_space_v<ExecutionSpace>, int> = 0>
auto transform_inclusive_scan(
const ExecutionSpace& ex,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
Expand All @@ -66,15 +79,17 @@ auto transform_inclusive_scan(
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_impl(
return Impl::transform_inclusive_scan_exespace_impl(
"Kokkos::transform_inclusive_scan_custom_functors_view_api", ex,
KE::cbegin(view_from), KE::cend(view_from), KE::begin(view_dest),
binary_op, unary_op);
}

template <class ExecutionSpace, class DataType1, class... Properties1,
class DataType2, class... Properties2, class BinaryOpType,
class UnaryOpType>
template <
typename ExecutionSpace, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<::Kokkos::is_execution_space_v<ExecutionSpace>, int> = 0>
auto transform_inclusive_scan(
const std::string& label, const ExecutionSpace& ex,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
Expand All @@ -84,46 +99,59 @@ auto transform_inclusive_scan(
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_impl(
return Impl::transform_inclusive_scan_exespace_impl(
label, ex, KE::cbegin(view_from), KE::cend(view_from),
KE::begin(view_dest), binary_op, unary_op);
}

// overload set 2 (init value)
template <class ExecutionSpace, class InputIteratorType,
class OutputIteratorType, class BinaryOpType, class UnaryOpType,
class ValueType>
std::enable_if_t<::Kokkos::Experimental::Impl::are_iterators<
InputIteratorType, OutputIteratorType>::value,
OutputIteratorType>
transform_inclusive_scan(const ExecutionSpace& ex, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op,
ValueType init_value) {
template <typename ExecutionSpace, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType, typename ValueType,

std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType>&& ::
Kokkos::is_execution_space_v<ExecutionSpace>,
int> = 0>
OutputIteratorType transform_inclusive_scan(
const ExecutionSpace& ex, InputIteratorType first, InputIteratorType last,
OutputIteratorType first_dest, BinaryOpType binary_op, UnaryOpType unary_op,
ValueType init_value) {
Impl::static_assert_is_not_openmptarget(ex);
return Impl::transform_inclusive_scan_impl(
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

return Impl::transform_inclusive_scan_exespace_impl(
"Kokkos::transform_inclusive_scan_custom_functors_iterator_api", ex,
first, last, first_dest, binary_op, unary_op, init_value);
first, last, first_dest, binary_op, unary_op, std::move(init_value));
}

template <class ExecutionSpace, class InputIteratorType,
class OutputIteratorType, class BinaryOpType, class UnaryOpType,
class ValueType>
std::enable_if_t<::Kokkos::Experimental::Impl::are_iterators<
InputIteratorType, OutputIteratorType>::value,
OutputIteratorType>
transform_inclusive_scan(const std::string& label, const ExecutionSpace& ex,
InputIteratorType first, InputIteratorType last,
OutputIteratorType first_dest, BinaryOpType binary_op,
UnaryOpType unary_op, ValueType init_value) {
template <typename ExecutionSpace, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType, typename ValueType,

std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType>&& ::
Kokkos::is_execution_space_v<ExecutionSpace>,
int> = 0>
OutputIteratorType transform_inclusive_scan(
const std::string& label, const ExecutionSpace& ex, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op, ValueType init_value) {
Impl::static_assert_is_not_openmptarget(ex);
return Impl::transform_inclusive_scan_impl(label, ex, first, last, first_dest,
binary_op, unary_op, init_value);
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

return Impl::transform_inclusive_scan_exespace_impl(
label, ex, first, last, first_dest, binary_op, unary_op,
std::move(init_value));
}

template <class ExecutionSpace, class DataType1, class... Properties1,
class DataType2, class... Properties2, class BinaryOpType,
class UnaryOpType, class ValueType>
template <
typename ExecutionSpace, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType, typename ValueType,
std::enable_if_t<::Kokkos::is_execution_space_v<ExecutionSpace>, int> = 0>
auto transform_inclusive_scan(
const ExecutionSpace& ex,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
Expand All @@ -132,16 +160,21 @@ auto transform_inclusive_scan(
Impl::static_assert_is_not_openmptarget(ex);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_impl(
return Impl::transform_inclusive_scan_exespace_impl(
"Kokkos::transform_inclusive_scan_custom_functors_view_api", ex,
KE::cbegin(view_from), KE::cend(view_from), KE::begin(view_dest),
binary_op, unary_op, init_value);
binary_op, unary_op, std::move(init_value));
}

template <class ExecutionSpace, class DataType1, class... Properties1,
class DataType2, class... Properties2, class BinaryOpType,
class UnaryOpType, class ValueType>
template <
typename ExecutionSpace, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType, typename ValueType,
std::enable_if_t<::Kokkos::is_execution_space_v<ExecutionSpace>, int> = 0>
auto transform_inclusive_scan(
const std::string& label, const ExecutionSpace& ex,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
Expand All @@ -150,10 +183,97 @@ auto transform_inclusive_scan(
Impl::static_assert_is_not_openmptarget(ex);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_impl(
return Impl::transform_inclusive_scan_exespace_impl(
label, ex, KE::cbegin(view_from), KE::cend(view_from),
KE::begin(view_dest), binary_op, unary_op, init_value);
KE::begin(view_dest), binary_op, unary_op, std::move(init_value));
}

//
// overload set accepting a team handle
// Note: for now omit the overloads accepting a label
// since they cause issues on device because of the string allocation.
//

// overload set 1 (no init value)
template <typename TeamHandleType, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType> &&
Kokkos::is_team_handle_v<TeamHandleType>,
int> = 0>
KOKKOS_FUNCTION OutputIteratorType transform_inclusive_scan(
const TeamHandleType& teamHandle, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op) {
Impl::static_assert_is_not_openmptarget(teamHandle);

return Impl::transform_inclusive_scan_team_impl(
teamHandle, first, last, first_dest, binary_op, unary_op);
}

template <typename TeamHandleType, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType,
std::enable_if_t<::Kokkos::is_team_handle_v<TeamHandleType>, int> = 0>
KOKKOS_FUNCTION auto transform_inclusive_scan(
const TeamHandleType& teamHandle,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
const ::Kokkos::View<DataType2, Properties2...>& view_dest,
BinaryOpType binary_op, UnaryOpType unary_op) {
Impl::static_assert_is_not_openmptarget(teamHandle);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_team_impl(
teamHandle, KE::cbegin(view_from), KE::cend(view_from),
KE::begin(view_dest), binary_op, unary_op);
}

// overload set 2 (init value)
template <typename TeamHandleType, typename InputIteratorType,
typename OutputIteratorType, typename BinaryOpType,
typename UnaryOpType, typename ValueType,
std::enable_if_t<
Impl::are_iterators_v<InputIteratorType, OutputIteratorType> &&
Kokkos::is_team_handle_v<TeamHandleType>,
int> = 0>
KOKKOS_FUNCTION OutputIteratorType transform_inclusive_scan(
const TeamHandleType& teamHandle, InputIteratorType first,
InputIteratorType last, OutputIteratorType first_dest,
BinaryOpType binary_op, UnaryOpType unary_op, ValueType init_value) {
Impl::static_assert_is_not_openmptarget(teamHandle);
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

return Impl::transform_inclusive_scan_team_impl(
teamHandle, first, last, first_dest, binary_op, unary_op,
std::move(init_value));
}

template <typename TeamHandleType, typename DataType1, typename... Properties1,
typename DataType2, typename... Properties2, typename BinaryOpType,
typename UnaryOpType, typename ValueType,
std::enable_if_t<::Kokkos::is_team_handle_v<TeamHandleType>, int> = 0>
KOKKOS_FUNCTION auto transform_inclusive_scan(
const TeamHandleType& teamHandle,
const ::Kokkos::View<DataType1, Properties1...>& view_from,
const ::Kokkos::View<DataType2, Properties2...>& view_dest,
BinaryOpType binary_op, UnaryOpType unary_op, ValueType init_value) {
Impl::static_assert_is_not_openmptarget(teamHandle);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_from);
Impl::static_assert_is_admissible_to_kokkos_std_algorithms(view_dest);
static_assert(std::is_move_constructible_v<ValueType>,
"ValueType must be move constructible.");

namespace KE = ::Kokkos::Experimental;
return Impl::transform_inclusive_scan_team_impl(
teamHandle, KE::cbegin(view_from), KE::cend(view_from),
KE::begin(view_dest), binary_op, unary_op, std::move(init_value));
}

} // namespace Experimental
Expand Down

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