1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247
|
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
// SPDX-FileCopyrightText: Copyright Contributors to the Kokkos project
#include <TestStdAlgorithmsCommon.hpp>
#ifndef KOKKOS_ENABLE_OPENMPTARGET
namespace Test {
namespace stdalgos {
namespace TeamReduce {
namespace KE = Kokkos::Experimental;
template <class ValueType>
struct PlusFunctor {
KOKKOS_INLINE_FUNCTION
ValueType operator()(const ValueType& lhs, const ValueType& rhs) const {
return lhs + rhs;
}
};
template <class DataViewType, class ReductionInitValuesViewType,
class ReduceResultsViewType, class IntraTeamSentinelView,
class BinaryPredType>
struct TestFunctorA {
DataViewType m_dataView;
ReductionInitValuesViewType m_reductionInitValuesView;
ReduceResultsViewType m_reduceResultsView;
IntraTeamSentinelView m_intraTeamSentinelView;
int m_apiPick;
BinaryPredType m_binaryPred;
TestFunctorA(const DataViewType dataView,
const ReductionInitValuesViewType reductionInitValuesView,
const ReduceResultsViewType reduceResultsView,
const IntraTeamSentinelView intraTeamSentinelView, int apiPick,
BinaryPredType binaryPred)
: m_dataView(dataView),
m_reductionInitValuesView(reductionInitValuesView),
m_reduceResultsView(reduceResultsView),
m_intraTeamSentinelView(intraTeamSentinelView),
m_apiPick(apiPick),
m_binaryPred(binaryPred) {}
template <class MemberType>
KOKKOS_INLINE_FUNCTION void operator()(const MemberType& member) const {
const auto myRowIndex = member.league_rank();
auto myRowViewFrom = Kokkos::subview(m_dataView, myRowIndex, Kokkos::ALL());
const auto rowFromBegin = KE::cbegin(myRowViewFrom);
const auto rowFromEnd = KE::cend(myRowViewFrom);
const auto initReductionVal = m_reductionInitValuesView(myRowIndex);
typename ReduceResultsViewType::non_const_value_type result = 0;
switch (m_apiPick) {
case 0: {
result = KE::reduce(member, rowFromBegin, rowFromEnd);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
case 1: {
result = KE::reduce(member, myRowViewFrom);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
case 2: {
result = KE::reduce(member, rowFromBegin, rowFromEnd, initReductionVal);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
case 3: {
result = KE::reduce(member, myRowViewFrom, initReductionVal);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
case 4: {
result = KE::reduce(member, rowFromBegin, rowFromEnd, initReductionVal,
m_binaryPred);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
case 5: {
result =
KE::reduce(member, myRowViewFrom, initReductionVal, m_binaryPred);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_reduceResultsView(myRowIndex) = result;
});
break;
}
}
// 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, result, m_reduceResultsView(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:
use a rank-2 view randomly filled with values,
and run a team-level reduce
*/
// -----------------------------------------------
// 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.
constexpr ValueType lowerBound = 5;
constexpr ValueType upperBound = 523;
const auto bounds = make_bounds(lowerBound, upperBound);
auto [dataView, dataViewBeforeOp_h] = create_random_view_and_host_clone(
LayoutTag{}, numTeams, numCols, bounds, "dataView");
// Create view of reduce init values to be used by test cases
Kokkos::View<ValueType*, Kokkos::DefaultHostExecutionSpace>
reductionInitValuesView_h("reductionInitValuesView_h", numTeams);
using rand_pool =
Kokkos::Random_XorShift64_Pool<Kokkos::DefaultHostExecutionSpace>;
rand_pool pool(lowerBound * upperBound);
Kokkos::fill_random(reductionInitValuesView_h, pool, lowerBound, upperBound);
// -----------------------------------------------
// launch kokkos kernel
// -----------------------------------------------
using space_t = Kokkos::DefaultExecutionSpace;
Kokkos::TeamPolicy<space_t> policy(numTeams, Kokkos::AUTO());
// to verify that things work, each team stores the result of its reduce
// call, and then we check that these match what we expect
Kokkos::View<ValueType*> reduceResultsView("reduceResultsView", numTeams);
// sentinel to check if all members of the team compute the same result
Kokkos::View<bool*> intraTeamSentinelView("intraTeamSameResult", numTeams);
PlusFunctor<ValueType> binaryPred;
// use CTAD for functor
auto reductionInitValuesView =
Kokkos::create_mirror_view_and_copy(space_t(), reductionInitValuesView_h);
TestFunctorA fnc(dataView, reductionInitValuesView, reduceResultsView,
intraTeamSentinelView, apiId, binaryPred);
Kokkos::parallel_for(policy, fnc);
// -----------------------------------------------
// run cpp-std kernel and check
// -----------------------------------------------
auto reduceResultsView_h = create_host_space_copy(reduceResultsView);
auto intraTeamSentinelView_h = create_host_space_copy(intraTeamSentinelView);
for (std::size_t i = 0; i < dataView.extent(0); ++i) {
auto rowFrom = Kokkos::subview(dataViewBeforeOp_h, i, Kokkos::ALL());
const auto rowFromBegin = KE::cbegin(rowFrom);
const auto rowFromEnd = KE::cend(rowFrom);
const auto initVal = reductionInitValuesView_h(i);
ASSERT_TRUE(intraTeamSentinelView_h(i));
switch (apiId) {
case 0:
case 1: {
const ValueType result = std::reduce(rowFromBegin, rowFromEnd);
if constexpr (std::is_floating_point_v<ValueType>) {
EXPECT_FLOAT_EQ(result, reduceResultsView_h(i));
} else {
ASSERT_EQ(result, reduceResultsView_h(i));
}
break;
}
case 2:
case 3: {
const ValueType result = std::reduce(rowFromBegin, rowFromEnd, initVal);
if constexpr (std::is_floating_point_v<ValueType>) {
EXPECT_FLOAT_EQ(result, reduceResultsView_h(i));
} else {
ASSERT_EQ(result, reduceResultsView_h(i));
}
break;
}
case 4:
case 5: {
const ValueType result =
std::reduce(rowFromBegin, rowFromEnd, initVal, binaryPred);
if constexpr (std::is_floating_point_v<ValueType>) {
EXPECT_FLOAT_EQ(result, reduceResultsView_h(i));
} else {
ASSERT_EQ(result, reduceResultsView_h(i));
}
break;
}
default: Kokkos::abort("unreachable");
}
}
}
template <class LayoutTag, class ValueType>
void run_all_scenarios() {
for (int numTeams : teamSizesToTest) {
for (const auto& numCols : {0, 1, 2, 13, 101, 1444, 8153}) {
for (int apiId : {0, 1, 2, 3, 4, 5}) {
test_A<LayoutTag, ValueType>(numTeams, numCols, apiId);
}
}
}
}
TEST(std_algorithms_reduce_team_test, test) {
run_all_scenarios<DynamicTag, double>();
run_all_scenarios<StridedTwoRowsTag, int>();
run_all_scenarios<StridedThreeRowsTag, unsigned>();
}
} // namespace TeamReduce
} // namespace stdalgos
} // namespace Test
#endif
|