thrust/testing/transform_reduce.cu

#include <unittest/unittest.h>
#include <thrust/transform_reduce.h>

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


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;
}

void TestTransformReduceDispatchExplicit()
{
    thrust::device_vector<int> vec(1);

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

    ASSERT_EQUAL(true, sys.is_valid());
}
DECLARE_UNITTEST(TestTransformReduceDispatchExplicit);

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;
}

void TestTransformReduceDispatchImplicit()
{
    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_EQUAL(13, vec.front());
}
DECLARE_UNITTEST(TestTransformReduceDispatchImplicit);


template <class Vector>
void TestTransformReduceSimple(void)
{
    typedef typename Vector::value_type T;

    Vector data(3);
    data[0] = 1; data[1] = -2; data[2] = 3;

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

    ASSERT_EQUAL(result, 8);
}
DECLARE_VECTOR_UNITTEST(TestTransformReduceSimple);

template <typename T>
void TestTransformReduce(const size_t n)
{
    thrust::host_vector<T>   h_data = unittest::random_integers<T>(n);
    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_ALMOST_EQUAL(cpu_result, gpu_result);
}
DECLARE_VARIABLE_UNITTEST(TestTransformReduce);

template <typename T>
void TestTransformReduceFromConst(const size_t n)
{
    thrust::host_vector<T>   h_data = unittest::random_integers<T>(n);
    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_ALMOST_EQUAL(cpu_result, gpu_result);
}
DECLARE_VARIABLE_UNITTEST(TestTransformReduceFromConst);

template <class Vector>
void TestTransformReduceCountingIterator(void)
{
    typedef typename Vector::value_type T;
    typedef typename thrust::iterator_system<typename Vector::iterator>::type space;

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

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

    ASSERT_EQUAL(result, -6);
}
DECLARE_INTEGRAL_VECTOR_UNITTEST(TestTransformReduceCountingIterator);