thrust/testing/functional.cu

#include <unittest/unittest.h>
#include <thrust/functional.h>
#include <thrust/transform.h>

#include <functional>
#include <algorithm>

THRUST_DISABLE_MSVC_POSSIBLE_LOSS_OF_DATA_WARNING_BEGIN
    
const size_t NUM_SAMPLES = 10000;

template <class InputVector, class OutputVector, class Operator, class ReferenceOperator>
void TestUnaryFunctional(void)
{
    typedef typename InputVector::value_type  InputType;
    typedef typename OutputVector::value_type OutputType;
    
    thrust::host_vector<InputType>  std_input = unittest::random_samples<InputType>(NUM_SAMPLES);
    thrust::host_vector<OutputType> std_output(NUM_SAMPLES);

    InputVector  input = std_input;
    OutputVector output(NUM_SAMPLES);

    thrust::transform(    input.begin(),     input.end(),     output.begin(),          Operator());
    thrust::transform(std_input.begin(), std_input.end(), std_output.begin(), ReferenceOperator());

    ASSERT_EQUAL(output, std_output);
}

template <class InputVector, class OutputVector, class Operator, class ReferenceOperator>
void TestBinaryFunctional(void)
{
    typedef typename InputVector::value_type  InputType;
    typedef typename OutputVector::value_type OutputType;
    
    thrust::host_vector<InputType>  std_input1 = unittest::random_samples<InputType>(NUM_SAMPLES);
    thrust::host_vector<InputType>  std_input2 = unittest::random_samples<InputType>(NUM_SAMPLES);
    thrust::host_vector<OutputType> std_output(NUM_SAMPLES);

    // Replace zeros to avoid divide by zero exceptions
    std::replace(std_input2.begin(), std_input2.end(), (InputType) 0, (InputType) 1);

    InputVector input1 = std_input1; 
    InputVector input2 = std_input2; 
    OutputVector output(NUM_SAMPLES);

    thrust::transform(    input1.begin(),     input1.end(),      input2.begin(),     output.begin(),          Operator());
    thrust::transform(std_input1.begin(), std_input1.end(),  std_input2.begin(), std_output.begin(), ReferenceOperator());

    // Note: FP division is not bit-equal, even when nvcc is invoked with --prec-div
    ASSERT_ALMOST_EQUAL(output, std_output);
}



// XXX add bool to list
// Instantiate a macro for all integer-like data types
#define INSTANTIATE_INTEGER_TYPES(Macro, vector_type, operator_name)   \
Macro(vector_type, operator_name, unittest::int8_t  )                  \
Macro(vector_type, operator_name, unittest::uint8_t )                  \
Macro(vector_type, operator_name, unittest::int16_t )                  \
Macro(vector_type, operator_name, unittest::uint16_t)                  \
Macro(vector_type, operator_name, unittest::int32_t )                  \
Macro(vector_type, operator_name, unittest::uint32_t)                  \
Macro(vector_type, operator_name, unittest::int64_t )                  \
Macro(vector_type, operator_name, unittest::uint64_t)

// Instantiate a macro for all integer and floating point data types
#define INSTANTIATE_ALL_TYPES(Macro, vector_type, operator_name)       \
INSTANTIATE_INTEGER_TYPES(Macro, vector_type, operator_name)           \
Macro(vector_type, operator_name, float)


// op(T) -> T
#define INSTANTIATE_UNARY_ARITHMETIC_FUNCTIONAL_TEST(vector_type, operator_name, data_type) \
    TestUnaryFunctional< thrust::vector_type<data_type>,                                   \
                         thrust::vector_type<data_type>,                                   \
                         thrust::operator_name<data_type>,                                 \
                         std::operator_name<data_type> >();
// XXX revert OutputVector<T> back to bool
// op(T) -> bool
#define INSTANTIATE_UNARY_LOGICAL_FUNCTIONAL_TEST(vector_type, operator_name, data_type) \
    TestUnaryFunctional< thrust::vector_type<data_type>,                                \
                         thrust::vector_type<data_type>,                                \
                         thrust::operator_name<data_type>,                              \
                         std::operator_name<data_type> >();
// op(T,T) -> T
#define INSTANTIATE_BINARY_ARITHMETIC_FUNCTIONAL_TEST(vector_type, operator_name, data_type) \
    TestBinaryFunctional< thrust::vector_type<data_type>,                                   \
                          thrust::vector_type<data_type>,                                   \
                          thrust::operator_name<data_type>,                                 \
                          std::operator_name<data_type> >();
// XXX revert OutputVector<T> back to bool
// op(T,T) -> bool
#define INSTANTIATE_BINARY_LOGICAL_FUNCTIONAL_TEST(vector_type, operator_name, data_type) \
    TestBinaryFunctional< thrust::vector_type<data_type>,                                \
                          thrust::vector_type<data_type>,                                \
                          thrust::operator_name<data_type>,                              \
                          std::operator_name<data_type> >();




// op(T) -> T
#define DECLARE_UNARY_ARITHMETIC_FUNCTIONAL_UNITTEST(operator_name, OperatorName)                          \
void Test##OperatorName##FunctionalHost(void)                                                              \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_UNARY_ARITHMETIC_FUNCTIONAL_TEST, host_vector,   operator_name);    \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalHost);                                                      \
void Test##OperatorName##FunctionalDevice(void)                                                            \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_UNARY_ARITHMETIC_FUNCTIONAL_TEST, device_vector, operator_name);    \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalDevice);

// op(T) -> bool
#define DECLARE_UNARY_LOGICAL_FUNCTIONAL_UNITTEST(operator_name, OperatorName)                             \
void Test##OperatorName##FunctionalHost(void)                                                              \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_UNARY_LOGICAL_FUNCTIONAL_TEST, host_vector,   operator_name);       \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalHost);                                                      \
void Test##OperatorName##FunctionalDevice(void)                                                            \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_UNARY_LOGICAL_FUNCTIONAL_TEST, device_vector, operator_name);       \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalDevice);

// op(T,T) -> T
#define DECLARE_BINARY_ARITHMETIC_FUNCTIONAL_UNITTEST(operator_name, OperatorName)                         \
void Test##OperatorName##FunctionalHost(void)                                                              \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_BINARY_ARITHMETIC_FUNCTIONAL_TEST, host_vector,   operator_name);   \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalHost);                                                      \
void Test##OperatorName##FunctionalDevice(void)                                                            \
{                                                                                                          \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_BINARY_ARITHMETIC_FUNCTIONAL_TEST, device_vector, operator_name);   \
}                                                                                                          \
DECLARE_UNITTEST(Test##OperatorName##FunctionalDevice);

// op(T,T) -> T (for integer T only)
#define DECLARE_BINARY_INTEGER_ARITHMETIC_FUNCTIONAL_UNITTEST(operator_name, OperatorName)                     \
void Test##OperatorName##FunctionalHost(void)                                                                  \
{                                                                                                              \
    INSTANTIATE_INTEGER_TYPES( INSTANTIATE_BINARY_ARITHMETIC_FUNCTIONAL_TEST, host_vector,   operator_name);   \
}                                                                                                              \
DECLARE_UNITTEST(Test##OperatorName##FunctionalHost);                                                          \
void Test##OperatorName##FunctionalDevice(void)                                                                \
{                                                                                                              \
    INSTANTIATE_INTEGER_TYPES( INSTANTIATE_BINARY_ARITHMETIC_FUNCTIONAL_TEST, device_vector, operator_name);   \
}                                                                                                              \
DECLARE_UNITTEST(Test##OperatorName##FunctionalDevice);

// op(T,T) -> bool
#define DECLARE_BINARY_LOGICAL_FUNCTIONAL_UNITTEST(operator_name, OperatorName)                         \
void Test##OperatorName##FunctionalHost(void)                                                           \
{                                                                                                       \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_BINARY_LOGICAL_FUNCTIONAL_TEST, host_vector,   operator_name);   \
}                                                                                                       \
DECLARE_UNITTEST(Test##OperatorName##FunctionalHost);                                                   \
void Test##OperatorName##FunctionalDevice(void)                                                         \
{                                                                                                       \
    INSTANTIATE_ALL_TYPES( INSTANTIATE_BINARY_LOGICAL_FUNCTIONAL_TEST, device_vector, operator_name);   \
}                                                                                                       \
DECLARE_UNITTEST(Test##OperatorName##FunctionalDevice);




// Create the unit tests
DECLARE_UNARY_ARITHMETIC_FUNCTIONAL_UNITTEST(negate, Negate);
DECLARE_UNARY_LOGICAL_FUNCTIONAL_UNITTEST(logical_not, LogicalNot);

// Ad-hoc testing for other functionals
template <class Vector>
void TestIdentityFunctional(void)
{
    typedef typename Vector::value_type T;

    Vector input(3);
    input[0] = 0; input[1] = 1; input[2] = 2;

    Vector output(3);

    thrust::transform(input.begin(), input.end(), output.begin(), thrust::identity<T>());

    ASSERT_EQUAL(input, output);
}
DECLARE_VECTOR_UNITTEST(TestIdentityFunctional);

template <class Vector>
void TestProject1stFunctional(void)
{
    typedef typename Vector::value_type T;

    Vector lhs(3);
    Vector rhs(3);
    lhs[0] = 0;  rhs[0] = 3; 
    lhs[1] = 1;  rhs[1] = 4;
    lhs[2] = 2;  rhs[2] = 5;

    Vector output(3);

    thrust::transform(lhs.begin(), lhs.end(), rhs.begin(), output.begin(), thrust::project1st<T,T>());

    ASSERT_EQUAL(output, lhs);
}
DECLARE_VECTOR_UNITTEST(TestProject1stFunctional);

template <class Vector>
void TestProject2ndFunctional(void)
{
    typedef typename Vector::value_type T;

    Vector lhs(3);
    Vector rhs(3);
    lhs[0] = 0;  rhs[0] = 3; 
    lhs[1] = 1;  rhs[1] = 4;
    lhs[2] = 2;  rhs[2] = 5;

    Vector output(3);

    thrust::transform(lhs.begin(), lhs.end(), rhs.begin(), output.begin(), thrust::project2nd<T,T>());

    ASSERT_EQUAL(output, rhs);
}
DECLARE_VECTOR_UNITTEST(TestProject2ndFunctional);

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

    Vector input1(3);
    Vector input2(3);
    input1[0] = 8; input1[1] = 3; input1[2] = 7;
    input2[0] = 5; input2[1] = 6; input2[2] = 9;

    Vector output(3);

    thrust::transform(input1.begin(), input1.end(), 
                      input2.begin(), 
                      output.begin(), 
                      thrust::maximum<T>());

    ASSERT_EQUAL(output[0], 8);
    ASSERT_EQUAL(output[1], 6);
    ASSERT_EQUAL(output[2], 9);
}
DECLARE_VECTOR_UNITTEST(TestMaximumFunctional);

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

    Vector input1(3);
    Vector input2(3);
    input1[0] = 8; input1[1] = 3; input1[2] = 7;
    input2[0] = 5; input2[1] = 6; input2[2] = 9;

    Vector output(3);

    thrust::transform(input1.begin(), input1.end(), 
                      input2.begin(), 
                      output.begin(), 
                      thrust::minimum<T>());

    ASSERT_EQUAL(output[0], 5);
    ASSERT_EQUAL(output[1], 3);
    ASSERT_EQUAL(output[2], 7);
}
DECLARE_VECTOR_UNITTEST(TestMinimumFunctional);

template <class Vector>
void TestNot1(void)
{
    typedef typename Vector::value_type T;

    Vector input(5);
    input[0] = 1; input[1] = 0; input[2] = 1; input[3] = 1; input[4] = 0;

    Vector output(5);

    thrust::transform(input.begin(), input.end(), 
                      output.begin(), 
                      thrust::not1(thrust::identity<T>()));

    ASSERT_EQUAL(output[0], 0);
    ASSERT_EQUAL(output[1], 1);
    ASSERT_EQUAL(output[2], 0);
    ASSERT_EQUAL(output[3], 0);
    ASSERT_EQUAL(output[4], 1);
}
DECLARE_INTEGRAL_VECTOR_UNITTEST(TestNot1);

template <class Vector>
void TestNot2(void)
{
    typedef typename Vector::value_type T;

    Vector input1(5);
    Vector input2(5);
    input1[0] = 1; input1[1] = 0; input1[2] = 1; input1[3] = 1; input1[4] = 0;
    input2[0] = 1; input2[1] = 1; input2[2] = 0; input2[3] = 1; input2[4] = 1;

    Vector output(5);

    thrust::transform(input1.begin(), input1.end(), 
                      input2.begin(),
                      output.begin(), 
                      thrust::not2(thrust::equal_to<T>()));

    ASSERT_EQUAL(output[0], 0);
    ASSERT_EQUAL(output[1], 1);
    ASSERT_EQUAL(output[2], 1);
    ASSERT_EQUAL(output[3], 0);
    ASSERT_EQUAL(output[4], 1);
}
DECLARE_VECTOR_UNITTEST(TestNot2);

THRUST_DISABLE_MSVC_POSSIBLE_LOSS_OF_DATA_WARNING_END