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//@HEADER
// ************************************************************************
//
// Kokkos v. 4.0
// Copyright (2022) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions.
// See https://kokkos.org/LICENSE for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//@HEADER
#include <TestStdAlgorithmsCommon.hpp>
namespace Test {
namespace stdalgos {
namespace TeamTransformBinaryOp {
namespace KE = Kokkos::Experimental;
template <class ValueType>
struct AddValuesBinaryOp {
KOKKOS_INLINE_FUNCTION
ValueType operator()(const ValueType& a, const ValueType& b) const {
return a + b;
}
};
template <class SourceView1Type, class SourceView2Type, class DestViewType,
class DistancesViewType, class IntraTeamSentinelView>
struct TestFunctorA {
SourceView1Type m_sourceView1;
SourceView2Type m_sourceView2;
DestViewType m_destView;
DistancesViewType m_distancesView;
IntraTeamSentinelView m_intraTeamSentinelView;
int m_apiPick;
TestFunctorA(const SourceView1Type sourceView1,
const SourceView2Type sourceView2, const DestViewType destView,
const DistancesViewType distancesView,
const IntraTeamSentinelView intraTeamSentinelView, int apiPick)
: m_sourceView1(sourceView1),
m_sourceView2(sourceView2),
m_destView(destView),
m_distancesView(distancesView),
m_intraTeamSentinelView(intraTeamSentinelView),
m_apiPick(apiPick) {}
template <class MemberType>
KOKKOS_INLINE_FUNCTION void operator()(const MemberType& member) const {
const auto myRowIndex = member.league_rank();
auto myRowView1From =
Kokkos::subview(m_sourceView1, myRowIndex, Kokkos::ALL());
auto myRowView2From =
Kokkos::subview(m_sourceView2, myRowIndex, Kokkos::ALL());
auto myRowViewDest = Kokkos::subview(m_destView, myRowIndex, Kokkos::ALL());
ptrdiff_t resultDist = 0;
using value_type = typename SourceView1Type::value_type;
if (m_apiPick == 0) {
auto it = KE::transform(
member, KE::cbegin(myRowView1From), KE::cend(myRowView1From),
KE::cbegin(myRowView2From), KE::begin(myRowViewDest),
AddValuesBinaryOp<value_type>());
resultDist = KE::distance(KE::begin(myRowViewDest), it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
} else if (m_apiPick == 1) {
auto it = KE::transform(member, myRowView1From, myRowView2From,
myRowViewDest, AddValuesBinaryOp<value_type>());
resultDist = KE::distance(KE::begin(myRowViewDest), it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
}
// store result of checking if all members have their local
// values matching the one stored in m_distancesView
member.team_barrier();
const bool intraTeamCheck = team_members_have_matching_result(
member, resultDist, m_distancesView(myRowIndex));
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_intraTeamSentinelView(myRowIndex) = intraTeamCheck;
});
}
};
template <class LayoutTag, class ValueType>
void test_A(std::size_t numTeams, std::size_t numCols, int apiId) {
/* description:
team level transform with each team handling a row of
two rank-2 source views and applying a binary op that
add each pair of element from those two views
*/
// -----------------------------------------------
// prepare data
// -----------------------------------------------
// create a view in the memory space associated with default exespace
// with as many rows as the number of teams and fill it with random
// values from an arbitrary range
auto [sourceView1, cloneOfSourceView1BeforeOp_h] =
create_random_view_and_host_clone(
LayoutTag{}, numTeams, numCols,
Kokkos::pair<ValueType, ValueType>{0, 523}, "sourceView1",
317539 /*random seed*/);
auto [sourceView2, cloneOfSourceView2BeforeOp_h] =
create_random_view_and_host_clone(
LayoutTag{}, numTeams, numCols,
Kokkos::pair<ValueType, ValueType>{0, 523}, "sourceView2",
957313 /*random seed*/);
// -----------------------------------------------
// launch kokkos kernel
// -----------------------------------------------
using space_t = Kokkos::DefaultExecutionSpace;
Kokkos::TeamPolicy<space_t> policy(numTeams, Kokkos::AUTO());
// create the destination view
Kokkos::View<ValueType**> destView("destView", numTeams, numCols);
// make a host copy of the dest view that we can check below
// to be all zeros
auto destViewBeforeOp_h = create_host_space_copy(destView);
// each team stores the distance of the returned iterator from the
// beginning of the interval that team operates on and then we check
// that these distances match the expectation
Kokkos::View<std::size_t*> distancesView("distancesView", numTeams);
// sentinel to check if all members of the team compute the same result
Kokkos::View<bool*> intraTeamSentinelView("intraTeamSameResult", numTeams);
// use CTAD for functor
TestFunctorA fnc(sourceView1, sourceView2, destView, distancesView,
intraTeamSentinelView, apiId);
Kokkos::parallel_for(policy, fnc);
// -----------------------------------------------
// check
// -----------------------------------------------
auto distancesView_h = create_host_space_copy(distancesView);
auto destViewAfterOp_h = create_host_space_copy(destView);
auto intraTeamSentinelView_h = create_host_space_copy(intraTeamSentinelView);
for (std::size_t i = 0; i < destViewAfterOp_h.extent(0); ++i) {
for (std::size_t j = 0; j < destViewAfterOp_h.extent(1); ++j) {
// elements in dest view should be the sum of source elements
ASSERT_DOUBLE_EQ(destViewAfterOp_h(i, j),
cloneOfSourceView1BeforeOp_h(i, j) +
cloneOfSourceView2BeforeOp_h(i, j));
}
// each team should return an iterator whose distance from the
// beginning of the row equals the num of columns since
// each team transforms all elements in each row
EXPECT_TRUE(distancesView_h(i) == numCols);
ASSERT_TRUE(intraTeamSentinelView_h(i));
}
}
template <class LayoutTag, class ValueType>
void run_all_scenarios() {
for (int numTeams : teamSizesToTest) {
for (const auto& numCols : {0, 1, 2, 13, 101, 1444, 11113}) {
for (int apiId : {0, 1}) {
test_A<LayoutTag, ValueType>(numTeams, numCols, apiId);
}
}
}
}
TEST(std_algorithms_transform_team_test, test_binary_op) {
run_all_scenarios<DynamicTag, double>();
run_all_scenarios<StridedTwoRowsTag, int>();
run_all_scenarios<StridedThreeRowsTag, unsigned>();
}
} // namespace TeamTransformBinaryOp
} // namespace stdalgos
} // namespace Test
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