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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 TeamSearchN {
namespace KE = Kokkos::Experimental;
template <class ValueType>
struct EqualFunctor {
KOKKOS_INLINE_FUNCTION
bool operator()(const ValueType& lhs, const ValueType& rhs) const {
return lhs == rhs;
}
};
template <class DataViewType, class SearchedValuesViewType,
class DistancesViewType, class IntraTeamSentinelView,
class BinaryPredType>
struct TestFunctorA {
DataViewType m_dataView;
std::size_t m_seqSize;
SearchedValuesViewType m_searchedValuesView;
DistancesViewType m_distancesView;
IntraTeamSentinelView m_intraTeamSentinelView;
BinaryPredType m_binaryPred;
int m_apiPick;
TestFunctorA(const DataViewType dataView, std::size_t seqSize,
const SearchedValuesViewType searchedValuesView,
const DistancesViewType distancesView,
const IntraTeamSentinelView intraTeamSentinelView,
BinaryPredType binaryPred, int apiPick)
: m_dataView(dataView),
m_seqSize(seqSize),
m_searchedValuesView(searchedValuesView),
m_distancesView(distancesView),
m_intraTeamSentinelView(intraTeamSentinelView),
m_binaryPred(binaryPred),
m_apiPick(apiPick) {}
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());
auto rowFromBegin = KE::begin(myRowViewFrom);
auto rowFromEnd = KE::end(myRowViewFrom);
const auto searchedValue = m_searchedValuesView(myRowIndex);
ptrdiff_t resultDist = 0;
switch (m_apiPick) {
case 0: {
const auto it = KE::search_n(member, rowFromBegin, rowFromEnd,
m_seqSize, searchedValue);
resultDist = KE::distance(rowFromBegin, it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
break;
}
case 1: {
const auto it =
KE::search_n(member, myRowViewFrom, m_seqSize, searchedValue);
resultDist = KE::distance(rowFromBegin, it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
break;
}
case 2: {
const auto it = KE::search_n(member, rowFromBegin, rowFromEnd,
m_seqSize, searchedValue, m_binaryPred);
resultDist = KE::distance(rowFromBegin, it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
break;
}
case 3: {
const auto it = KE::search_n(member, myRowViewFrom, m_seqSize,
searchedValue, m_binaryPred);
resultDist = KE::distance(rowFromBegin, it);
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_distancesView(myRowIndex) = resultDist;
});
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, resultDist, m_distancesView(myRowIndex));
Kokkos::single(Kokkos::PerTeam(member), [=, *this]() {
m_intraTeamSentinelView(myRowIndex) = intraTeamCheck;
});
}
};
template <class LayoutTag, class ValueType>
void test_A(const bool sequencesExist, 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 search_n
*/
// -----------------------------------------------
// 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");
// If sequencesExist == true we need to inject some sequence of count test
// value into dataView. If sequencesExist == false we set searchedVal to a
// value that is not present in dataView
const std::size_t halfCols = (numCols > 1) ? ((numCols + 1) / 2) : (1);
const std::size_t seqSize = (numCols > 1) ? (std::log2(numCols)) : (1);
Kokkos::View<ValueType*> searchedValuesView("searchedValuesView", numTeams);
auto searchedValuesView_h = create_host_space_copy(searchedValuesView);
// dataView might not deep copyable (e.g. strided layout) so to prepare it
// correclty, we make a new view that is for sure deep copyable, modify it
// on the host, deep copy to device and then launch a kernel to copy to
// dataView
auto dataView_dc =
create_deep_copyable_compatible_view_with_same_extent(dataView);
auto dataView_dc_h = create_mirror_view(Kokkos::HostSpace(), dataView_dc);
if (sequencesExist) {
const std::size_t dataBegin = halfCols - seqSize;
for (std::size_t i = 0; i < searchedValuesView.extent(0); ++i) {
const ValueType searchedVal = dataView_dc_h(i, dataBegin);
searchedValuesView_h(i) = searchedVal;
for (std::size_t j = dataBegin + 1; j < seqSize; ++j) {
dataView_dc_h(i, j) = searchedVal;
}
}
// copy to dataView_dc and then to dataView
Kokkos::deep_copy(dataView_dc, dataView_dc_h);
CopyFunctorRank2 cpFun(dataView_dc, dataView);
Kokkos::parallel_for("copy", dataView.extent(0) * dataView.extent(1),
cpFun);
} else {
using rand_pool =
Kokkos::Random_XorShift64_Pool<Kokkos::DefaultHostExecutionSpace>;
rand_pool pool(lowerBound * upperBound);
Kokkos::fill_random(searchedValuesView_h, pool, upperBound, upperBound * 2);
}
Kokkos::deep_copy(searchedValuesView, searchedValuesView_h);
// -----------------------------------------------
// launch kokkos kernel
// -----------------------------------------------
using space_t = Kokkos::DefaultExecutionSpace;
Kokkos::TeamPolicy<space_t> policy(numTeams, Kokkos::AUTO());
// search_n returns an iterator so to verify that it is correct 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 std result
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);
EqualFunctor<ValueType> binaryPred;
// use CTAD for functor
TestFunctorA fnc(dataView, seqSize, searchedValuesView, distancesView,
intraTeamSentinelView, binaryPred, apiId);
Kokkos::parallel_for(policy, fnc);
// -----------------------------------------------
// run cpp-std kernel and check
// -----------------------------------------------
auto distancesView_h = create_host_space_copy(distancesView);
auto intraTeamSentinelView_h = create_host_space_copy(intraTeamSentinelView);
for (std::size_t i = 0; i < dataView.extent(0); ++i) {
auto rowFrom = Kokkos::subview(dataView_dc_h, i, Kokkos::ALL());
const auto rowFromBegin = KE::cbegin(rowFrom);
const auto rowFromEnd = KE::cend(rowFrom);
const ValueType searchedVal = searchedValuesView_h(i);
const std::size_t beginEndDist = KE::distance(rowFromBegin, rowFromEnd);
switch (apiId) {
case 0:
case 1: {
const auto it =
std::search_n(rowFromBegin, rowFromEnd, seqSize, searchedVal);
const std::size_t stdDistance = KE::distance(rowFromBegin, it);
if (sequencesExist) {
EXPECT_LT(distancesView_h(i), beginEndDist);
} else {
ASSERT_EQ(distancesView_h(i), beginEndDist);
}
ASSERT_EQ(stdDistance, distancesView_h(i));
ASSERT_TRUE(intraTeamSentinelView_h(i));
break;
}
case 2:
case 3: {
const auto it = std::search_n(rowFromBegin, rowFromEnd, seqSize,
searchedVal, binaryPred);
const std::size_t stdDistance = KE::distance(rowFromBegin, it);
if (sequencesExist) {
EXPECT_LT(distancesView_h(i), beginEndDist);
} else {
ASSERT_EQ(distancesView_h(i), beginEndDist);
}
ASSERT_EQ(stdDistance, distancesView_h(i));
ASSERT_TRUE(intraTeamSentinelView_h(i));
break;
}
default: Kokkos::abort("unreachable");
}
}
}
template <class LayoutTag, class ValueType>
void run_all_scenarios(const bool sequencesExist) {
for (int numTeams : teamSizesToTest) {
for (const auto& numCols : {2, 13, 101, 1444, 8153}) {
for (int apiId : {0, 1}) {
test_A<LayoutTag, ValueType>(sequencesExist, numTeams, numCols, apiId);
}
}
}
}
TEST(std_algorithms_search_n_team_test, sequences_of_equal_elements_exist) {
constexpr bool sequencesExist = true;
run_all_scenarios<DynamicTag, double>(sequencesExist);
run_all_scenarios<StridedTwoRowsTag, int>(sequencesExist);
run_all_scenarios<StridedThreeRowsTag, unsigned>(sequencesExist);
}
TEST(std_algorithms_search_n_team_test,
sequences_of_equal_elements_probably_does_not_exist) {
constexpr bool sequencesExist = false;
run_all_scenarios<DynamicTag, double>(sequencesExist);
run_all_scenarios<StridedTwoRowsTag, int>(sequencesExist);
run_all_scenarios<StridedThreeRowsTag, unsigned>(sequencesExist);
}
} // namespace TeamSearchN
} // namespace stdalgos
} // namespace Test
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