/* * Copyright 2008-2013 NVIDIA Corporation * Modifications Copyright© 2019-2025 Advanced Micro Devices, Inc. All rights reserved. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include #include #include #include #include #include #include #include #include #include "test_param_fixtures.hpp" #include "test_utils.hpp" TESTS_DEFINE(MergeTests, FullTestsParams); TESTS_DEFINE(PrimitiveMergeTests, NumericalTestsParams); TEST(MergeTests, UsingHip) { SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); ASSERT_EQ(THRUST_DEVICE_SYSTEM, THRUST_DEVICE_SYSTEM_HIP); } TYPED_TEST(MergeTests, MergeSimple) { using Vector = typename TestFixture::input_type; using Policy = typename TestFixture::execution_policy; SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); const Vector a{0, 2, 4}, b{0, 3, 3, 4}; const Vector ref{0, 0, 2, 3, 3, 4, 4}; Vector result(7); const auto end = thrust::merge(Policy{}, a.begin(), a.end(), b.begin(), b.end(), result.begin()); EXPECT_EQ(result.end(), end); ASSERT_EQ(ref, result); } template OutputIterator merge(my_system& system, InputIterator1, InputIterator1, InputIterator2, InputIterator2, OutputIterator result) { system.validate_dispatch(); return result; } TEST(MergeTests, MergeDispatchExplicit) { SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); thrust::device_vector vec(1); my_system sys(0); thrust::merge(sys, vec.begin(), vec.begin(), vec.begin(), vec.begin(), vec.begin()); ASSERT_EQ(true, sys.is_valid()); } template OutputIterator merge(my_tag, InputIterator1, InputIterator1, InputIterator2, InputIterator2, OutputIterator result) { *result = 13; return result; } TEST(MergeTests, MergeDispatchImplicit) { SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); thrust::device_vector vec(1); thrust::merge(thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin())); ASSERT_EQ(13, vec.front()); } TYPED_TEST(PrimitiveMergeTests, MergeWithRandomData) { using T = typename TestFixture::input_type; SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); for (auto size : get_sizes()) { SCOPED_TRACE(testing::Message() << "with size= " << size); const size_t expanded_sizes[] = {0, 1, size / 2, size, size + 1, 2 * size}; const size_t num_expanded_sizes = sizeof(expanded_sizes) / sizeof(size_t); for (auto seed : get_seeds()) { SCOPED_TRACE(testing::Message() << "with seed= " << seed); const thrust::host_vector random = get_random_data( size + *thrust::max_element(expanded_sizes, expanded_sizes + num_expanded_sizes), 0, 255, seed); thrust::host_vector h_a(random.begin(), random.begin() + size); thrust::host_vector h_b(random.begin() + size, random.end()); thrust::stable_sort(h_a.begin(), h_a.end()); thrust::stable_sort(h_b.begin(), h_b.end()); const thrust::device_vector d_a = h_a; const thrust::device_vector d_b = h_b; for (size_t i = 0; i < num_expanded_sizes; i++) { const size_t expanded_size = expanded_sizes[i]; thrust::host_vector h_result(size + expanded_size); thrust::device_vector d_result(size + expanded_size); const auto h_end = thrust::merge(h_a.begin(), h_a.end(), h_b.begin(), h_b.begin() + expanded_size, h_result.begin()); h_result.resize(h_end - h_result.begin()); const auto d_end = thrust::merge(d_a.begin(), d_a.end(), d_b.begin(), d_b.begin() + expanded_size, d_result.begin()); d_result.resize(d_end - d_result.begin()); ASSERT_EQ(h_result, d_result); } } } } TYPED_TEST(PrimitiveMergeTests, MergeToDiscardIterator) { using T = typename TestFixture::input_type; SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); for (auto size : get_sizes()) { SCOPED_TRACE(testing::Message() << "with size= " << size); for (auto seed : get_seeds()) { SCOPED_TRACE(testing::Message() << "with seed= " << seed); thrust::host_vector h_a = get_random_data(size, get_default_limits::min(), get_default_limits::max(), seed); thrust::host_vector h_b = get_random_data( size, get_default_limits::min(), get_default_limits::max(), seed + seed_value_addition); thrust::stable_sort(h_a.begin(), h_a.end()); thrust::stable_sort(h_b.begin(), h_b.end()); const thrust::device_vector d_a = h_a; const thrust::device_vector d_b = h_b; const auto h_result = thrust::merge(h_a.begin(), h_a.end(), h_b.begin(), h_b.end(), thrust::make_discard_iterator()); const auto d_result = thrust::merge(d_a.begin(), d_a.end(), d_b.begin(), d_b.end(), thrust::make_discard_iterator()); thrust::discard_iterator<> reference(2 * size); ASSERT_EQ(reference, h_result); ASSERT_EQ(reference, d_result); } } } TYPED_TEST(PrimitiveMergeTests, MergeDescending) { using T = typename TestFixture::input_type; SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); for (auto size : get_sizes()) { SCOPED_TRACE(testing::Message() << "with size= " << size); for (auto seed : get_seeds()) { SCOPED_TRACE(testing::Message() << "with seed= " << seed); thrust::host_vector h_a = get_random_data(size, get_default_limits::min(), get_default_limits::max(), seed); thrust::host_vector h_b = get_random_data( size, get_default_limits::min(), get_default_limits::max(), seed + seed_value_addition); thrust::stable_sort(h_a.begin(), h_a.end(), thrust::greater()); thrust::stable_sort(h_b.begin(), h_b.end(), thrust::greater()); const thrust::device_vector d_a = h_a; const thrust::device_vector d_b = h_b; thrust::host_vector h_result(h_a.size() + h_b.size()); thrust::device_vector d_result(d_a.size() + d_b.size()); const auto h_end = thrust::merge(h_a.begin(), h_a.end(), h_b.begin(), h_b.end(), h_result.begin(), thrust::greater()); const auto d_end = thrust::merge(d_a.begin(), d_a.end(), d_b.begin(), d_b.end(), d_result.begin(), thrust::greater()); ASSERT_EQ(h_result, d_result); ASSERT_TRUE(h_end == h_result.end()); ASSERT_TRUE(d_end == d_result.end()); } } } template __global__ THRUST_HIP_LAUNCH_BOUNDS_DEFAULT void MergeKernel(int const N, const T* inA_array, const T* inB_array, T* out_array) { if (threadIdx.x == 0) { thrust::device_ptr inA_begin(inA_array); thrust::device_ptr inA_end(inA_array + N); thrust::device_ptr inB_begin(inB_array); thrust::device_ptr inB_end(inB_array + N); thrust::device_ptr out_begin(out_array); thrust::merge(thrust::hip::par, inA_begin, inA_end, inB_begin, inB_end, out_begin); } } TEST(PrimitiveMergeTests, TestMergeDevice) { using T = int; SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest()); for (auto size : get_sizes()) { SCOPED_TRACE(testing::Message() << "with size= " << size); for (auto seed : get_seeds()) { SCOPED_TRACE(testing::Message() << "with seed= " << seed); thrust::host_vector h_a = get_random_data(size, get_default_limits::min(), get_default_limits::max(), seed); thrust::host_vector h_b = get_random_data( size, get_default_limits::min(), get_default_limits::max(), seed + seed_value_addition); thrust::stable_sort(h_a.begin(), h_a.end(), thrust::greater()); thrust::stable_sort(h_b.begin(), h_b.end(), thrust::greater()); const thrust::device_vector d_a = h_a; const thrust::device_vector d_b = h_b; thrust::host_vector h_result(h_a.size() + h_b.size()); thrust::device_vector d_result(d_a.size() + d_b.size()); thrust::merge(h_a.begin(), h_a.end(), h_b.begin(), h_b.end(), h_result.begin()); hipLaunchKernelGGL( MergeKernel, dim3(1, 1, 1), dim3(128, 1, 1), 0, 0, size, thrust::raw_pointer_cast(&d_a[0]), thrust::raw_pointer_cast(&d_b[0]), thrust::raw_pointer_cast(&d_result[0])); HIP_CHECK(hipGetLastError()); ASSERT_EQ(h_result, d_result); } } }