TheRock/rocm-libraries/projects/rocthrust/test/test_transform_reduce.cpp

/*
 *  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 <thrust/iterator/counting_iterator.h>
#include <thrust/iterator/iterator_traits.h>
#include <thrust/iterator/retag.h>
#include <thrust/transform_reduce.h>
#include <thrust/universal_vector.h>

#include "test_param_fixtures.hpp"
#include "test_real_assertions.hpp"
#include "test_utils.hpp"

using VectorTestsParams = ::testing::Types<
  Params<thrust::host_vector<signed char>>,
  Params<thrust::host_vector<short>>,
  Params<thrust::host_vector<int>>,
  Params<thrust::host_vector<float>>,
  Params<thrust::host_vector<int, thrust::mr::stateless_resource_allocator<int, thrust::host_memory_resource>>>,
  Params<thrust::device_vector<signed char>>,
  Params<thrust::device_vector<short>>,
  Params<thrust::device_vector<int>>,
  Params<thrust::device_vector<float>>,
  Params<thrust::device_vector<int, thrust::mr::stateless_resource_allocator<int, thrust::device_memory_resource>>>,
  Params<thrust::universal_vector<int>>,
  Params<thrust::universal_host_pinned_vector<int>>>;

TESTS_DEFINE(TransformReduceTests, FullTestsParams);
TESTS_DEFINE(TransformReduceIntegerTests, VectorSignedIntegerTestsParams);
TESTS_DEFINE(TransformReduceIntegerPrimitiveTests, IntegerTestsParams);
TESTS_DEFINE(TransformReduceVectorTests, VectorTestsParams);

template <typename InputIterator, typename UnaryFunction, typename OutputType, typename BinaryFunction>
OutputType
transform_reduce(my_system& system, InputIterator, InputIterator, UnaryFunction, OutputType init, BinaryFunction)
{
  system.validate_dispatch();
  return init;
}

TEST(TransformReduceTests, TestTransformReduceDispatchExplicit)
{
  SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest());

  thrust::device_vector<int> vec(1);

  my_system sys(0);
  thrust::transform_reduce(sys, vec.begin(), vec.begin(), 0, 0, 0);

  ASSERT_EQ(true, sys.is_valid());
}

template <typename InputIterator, typename UnaryFunction, typename OutputType, typename BinaryFunction>
OutputType transform_reduce(my_tag, InputIterator first, InputIterator, UnaryFunction, OutputType init, BinaryFunction)
{
  *first = 13;
  return init;
}

TEST(TransformReduceTests, TestTransformReduceDispatchImplicit)
{
  SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest());

  thrust::device_vector<int> vec(1);

  thrust::transform_reduce(thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.begin()), 0, 0, 0);

  ASSERT_EQ(13, vec.front());
}

TYPED_TEST(TransformReduceVectorTests, TestTransformReduceSimple)
{
  using Vector = typename TestFixture::input_type;
  using T      = typename Vector::value_type;

  SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest());

  Vector data{1, -2, 3};

  T init   = 10;
  T result = thrust::transform_reduce(data.begin(), data.end(), thrust::negate<T>(), init, thrust::plus<T>());

  ASSERT_EQ(result, 8);
}

TYPED_TEST(TransformReduceIntegerPrimitiveTests, TestTransformReduce)
{
  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<T> h_data =
        get_random_data<T>(size, get_default_limits<T>::min(), get_default_limits<T>::max(), seed);
      thrust::device_vector<T> d_data = h_data;

      T init = 13;

      T cpu_result =
        thrust::transform_reduce(h_data.begin(), h_data.end(), thrust::negate<T>(), init, thrust::plus<T>());
      T gpu_result =
        thrust::transform_reduce(d_data.begin(), d_data.end(), thrust::negate<T>(), init, thrust::plus<T>());

      ASSERT_EQ(cpu_result, gpu_result);
    }
  }
}

TYPED_TEST(TransformReduceIntegerPrimitiveTests, TestTransformReduceFromConst)
{
  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<T> h_data =
        get_random_data<T>(size, get_default_limits<T>::min(), get_default_limits<T>::max(), seed);
      thrust::device_vector<T> d_data = h_data;

      T init = 13;

      T cpu_result =
        thrust::transform_reduce(h_data.cbegin(), h_data.cend(), thrust::negate<T>(), init, thrust::plus<T>());
      T gpu_result =
        thrust::transform_reduce(d_data.cbegin(), d_data.cend(), thrust::negate<T>(), init, thrust::plus<T>());

      ASSERT_EQ(cpu_result, gpu_result);
    }
  }
}

TYPED_TEST(TransformReduceIntegerTests, TestTransformReduceCountingIterator)
{
  using Vector = typename TestFixture::input_type;
  using T      = typename Vector::value_type;
  using space  = typename thrust::iterator_system<typename Vector::iterator>::type;

  SCOPED_TRACE(testing::Message() << "with device_id= " << test::set_device_from_ctest());

  thrust::counting_iterator<T, space> first(1);

  T result = thrust::transform_reduce(first, first + 3, thrust::negate<short>(), 0, thrust::plus<short>());

  ASSERT_EQ(result, -6);
}