EQ2EMu/EQ2/source/depends/boost_1_72_0/libs/compute/test/test_scan.cpp

//---------------------------------------------------------------------------//
// Copyright (c) 2013 Kyle Lutz <kyle.r.lutz@gmail.com>
//
// Distributed under the Boost Software License, Version 1.0
// See accompanying file LICENSE_1_0.txt or copy at
// http://www.boost.org/LICENSE_1_0.txt
//
// See http://boostorg.github.com/compute for more information.
//---------------------------------------------------------------------------//

// Undefining BOOST_COMPUTE_USE_OFFLINE_CACHE macro as we want to modify cached
// parameters for copy algorithm without any undesirable consequences (like
// saving modified values of those parameters).
#ifdef BOOST_COMPUTE_USE_OFFLINE_CACHE
    #undef BOOST_COMPUTE_USE_OFFLINE_CACHE
#endif

#define BOOST_TEST_MODULE TestScan
#include <boost/test/unit_test.hpp>

#include <numeric>
#include <functional>
#include <vector>

#include <boost/compute/functional.hpp>
#include <boost/compute/lambda.hpp>
#include <boost/compute/system.hpp>
#include <boost/compute/command_queue.hpp>
#include <boost/compute/algorithm/copy.hpp>
#include <boost/compute/algorithm/exclusive_scan.hpp>
#include <boost/compute/algorithm/inclusive_scan.hpp>
#include <boost/compute/container/vector.hpp>
#include <boost/compute/iterator/counting_iterator.hpp>
#include <boost/compute/iterator/transform_iterator.hpp>

#include "check_macros.hpp"
#include "context_setup.hpp"

namespace bc = boost::compute;

BOOST_AUTO_TEST_CASE(inclusive_scan_int)
{
    using boost::compute::uint_;
    using boost::compute::int_;

    int_ data[] = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11 };
    bc::vector<int_> vector(data, data + 12, queue);
    BOOST_CHECK_EQUAL(vector.size(), size_t(12));

    bc::vector<int_> result(12, context);
    BOOST_CHECK_EQUAL(result.size(), size_t(12));

    // inclusive scan
    bc::inclusive_scan(vector.begin(), vector.end(), result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, result, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55, 66));

    // in-place inclusive scan
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11));
    bc::inclusive_scan(vector.begin(), vector.end(), vector.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55, 66));

    // scan_on_cpu

    bc::copy(data, data + 12, vector.begin(), queue);

    // make sure parallel scan_on_cpu is used, no serial_scan
    std::string cache_key =
        "__boost_scan_cpu_4";
    boost::shared_ptr<bc::detail::parameter_cache> parameters =
        bc::detail::parameter_cache::get_global_cache(device);

    // save
    uint_ map_copy_threshold =
        parameters->get(cache_key, "serial_scan_threshold", 0);
    // force parallel scan_on_cpu
    parameters->set(cache_key, "serial_scan_threshold", 0);

    // inclusive scan
    bc::inclusive_scan(vector.begin(), vector.end(), result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, result, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55, 66));

    // in-place inclusive scan
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11));
    bc::inclusive_scan(vector.begin(), vector.end(), vector.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55, 66));

    // restore
    parameters->set(cache_key, "serial_scan_threshold", map_copy_threshold);
}

BOOST_AUTO_TEST_CASE(exclusive_scan_int)
{
    using boost::compute::uint_;
    using boost::compute::int_;

    int_ data[] = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11 };
    bc::vector<int_> vector(data, data + 12, queue);
    BOOST_CHECK_EQUAL(vector.size(), size_t(12));

    bc::vector<int_> result(size_t(12), int_(0), queue);
    BOOST_CHECK_EQUAL(result.size(), size_t(12));

    // exclusive scan
    bc::exclusive_scan(vector.begin(), vector.end(), result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, result, (0, 0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // in-place exclusive scan
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11));
    bc::exclusive_scan(vector.begin(), vector.end(), vector.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // scan_on_cpu
    bc::copy(data, data + 12, vector.begin(), queue);

    // make sure parallel scan_on_cpu is used, no serial_scan
    std::string cache_key =
        "__boost_scan_cpu_4";
    boost::shared_ptr<bc::detail::parameter_cache> parameters =
        bc::detail::parameter_cache::get_global_cache(device);

    // save
    uint_ map_copy_threshold =
        parameters->get(cache_key, "serial_scan_threshold", 0);
    // force parallel scan_on_cpu
    parameters->set(cache_key, "serial_scan_threshold", 0);

    // exclusive scan
    bc::exclusive_scan(vector.begin(), vector.end(), result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, result, (0, 0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // in-place exclusive scan
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11));
    bc::exclusive_scan(vector.begin(), vector.end(), vector.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 12, vector, (0, 0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // restore
    parameters->set(cache_key, "serial_scan_threshold", map_copy_threshold);
}

BOOST_AUTO_TEST_CASE(inclusive_scan_int2)
{
    using boost::compute::int_;
    using boost::compute::uint_;
    using boost::compute::int2_;

    int_ data[] = { 1, 2,
                   3, 4,
                   5, 6,
                   7, 8,
                   9, 0 };

    boost::compute::vector<int2_> input(reinterpret_cast<int2_*>(data),
                                        reinterpret_cast<int2_*>(data) + 5,
                                        queue);
    BOOST_CHECK_EQUAL(input.size(), size_t(5));

    boost::compute::vector<int2_> output(5, context);
    boost::compute::inclusive_scan(input.begin(), input.end(), output.begin(),
                                   queue);
    CHECK_RANGE_EQUAL(
        int2_, 5, output,
        (int2_(1, 2), int2_(4, 6), int2_(9, 12), int2_(16, 20), int2_(25, 20))
    );

    // scan_on_cpu

    // make sure parallel scan_on_cpu is used, no serial_scan
    std::string cache_key =
        "__boost_scan_cpu_8";
    boost::shared_ptr<bc::detail::parameter_cache> parameters =
        bc::detail::parameter_cache::get_global_cache(device);

    // save
    uint_ map_copy_threshold =
        parameters->get(cache_key, "serial_scan_threshold", 0);
    // force parallel scan_on_cpu
    parameters->set(cache_key, "serial_scan_threshold", 0);

    boost::compute::inclusive_scan(input.begin(), input.end(), output.begin(),
                                   queue);
    CHECK_RANGE_EQUAL(
        int2_, 5, output,
        (int2_(1, 2), int2_(4, 6), int2_(9, 12), int2_(16, 20), int2_(25, 20))
    );

    // restore
    parameters->set(cache_key, "serial_scan_threshold", map_copy_threshold);
}

BOOST_AUTO_TEST_CASE(inclusive_scan_counting_iterator)
{
    using boost::compute::int_;
    using boost::compute::uint_;

    bc::vector<int_> result(10, context);
    bc::inclusive_scan(bc::make_counting_iterator(1),
                       bc::make_counting_iterator(11),
                       result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 10, result, (1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // scan_on_cpu

    // make sure parallel scan_on_cpu is used, no serial_scan
    std::string cache_key =
        "__boost_scan_cpu_4";
    boost::shared_ptr<bc::detail::parameter_cache> parameters =
        bc::detail::parameter_cache::get_global_cache(device);

    // save
    uint_ map_copy_threshold =
        parameters->get(cache_key, "serial_scan_threshold", 0);
    // force parallel scan_on_cpu
    parameters->set(cache_key, "serial_scan_threshold", 0);

    bc::inclusive_scan(bc::make_counting_iterator(1),
                       bc::make_counting_iterator(11),
                       result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 10, result, (1, 3, 6, 10, 15, 21, 28, 36, 45, 55));

    // restore
    parameters->set(cache_key, "serial_scan_threshold", map_copy_threshold);
}

BOOST_AUTO_TEST_CASE(exclusive_scan_counting_iterator)
{
    using boost::compute::int_;
    using boost::compute::uint_;

    bc::vector<int_> result(10, context);
    bc::exclusive_scan(bc::make_counting_iterator(1),
                       bc::make_counting_iterator(11),
                       result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 10, result, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45));

    // scan_on_cpu

    // make sure parallel scan_on_cpu is used, no serial_scan
    std::string cache_key =
        "__boost_scan_cpu_4";
    boost::shared_ptr<bc::detail::parameter_cache> parameters =
        bc::detail::parameter_cache::get_global_cache(device);

    // save
    uint_ map_copy_threshold =
        parameters->get(cache_key, "serial_scan_threshold", 0);
    // force parallel scan_on_cpu
    parameters->set(cache_key, "serial_scan_threshold", 0);

    bc::exclusive_scan(bc::make_counting_iterator(1),
                       bc::make_counting_iterator(11),
                       result.begin(), queue);
    CHECK_RANGE_EQUAL(int_, 10, result, (0, 1, 3, 6, 10, 15, 21, 28, 36, 45));

    // restore
    parameters->set(cache_key, "serial_scan_threshold", map_copy_threshold);
}

BOOST_AUTO_TEST_CASE(inclusive_scan_transform_iterator)
{
    float data[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f };
    bc::vector<float> input(data, data + 5, queue);
    bc::vector<float> output(5, context);

    // normal inclusive scan of the input
    bc::inclusive_scan(input.begin(), input.end(), output.begin(), queue);
    queue.finish();
    BOOST_CHECK_CLOSE(float(output[0]), 1.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[1]), 3.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[2]), 6.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[3]), 10.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[4]), 15.0f, 1e-4f);

    // inclusive scan of squares of the input
    using ::boost::compute::_1;

    bc::inclusive_scan(bc::make_transform_iterator(input.begin(), pown(_1, 2)),
                       bc::make_transform_iterator(input.end(), pown(_1, 2)),
                       output.begin(), queue);
    queue.finish();
    BOOST_CHECK_CLOSE(float(output[0]), 1.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[1]), 5.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[2]), 14.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[3]), 30.0f, 1e-4f);
    BOOST_CHECK_CLOSE(float(output[4]), 55.0f, 1e-4f);
}

BOOST_AUTO_TEST_CASE(inclusive_scan_doctest)
{
//! [inclusive_scan_int]
// setup input
int data[] = { 1, 2, 3, 4 };
boost::compute::vector<int> input(data, data + 4, queue);

// setup output
boost::compute::vector<int> output(4, context);

// scan values
boost::compute::inclusive_scan(
    input.begin(), input.end(), output.begin(), queue
);

// output = [ 1, 3, 6, 10 ]
//! [inclusive_scan_int]

    CHECK_RANGE_EQUAL(int, 4, output, (1, 3, 6, 10));
}

BOOST_AUTO_TEST_CASE(exclusive_scan_doctest)
{
//! [exclusive_scan_int]
// setup input
int data[] = { 1, 2, 3, 4 };
boost::compute::vector<int> input(data, data + 4, queue);

// setup output
boost::compute::vector<int> output(4, context);

// scan values
boost::compute::exclusive_scan(
    input.begin(), input.end(), output.begin(), queue
);

// output = [ 0, 1, 3, 6 ]
//! [exclusive_scan_int]

    CHECK_RANGE_EQUAL(int, 4, output, (0, 1, 3, 6));
}

BOOST_AUTO_TEST_CASE(inclusive_scan_int_multiplies)
{
//! [inclusive_scan_int_multiplies]
// setup input
int data[] = { 1, 2, 1, 2, 3 };
boost::compute::vector<int> input(data, data + 5, queue);

// setup output
boost::compute::vector<int> output(5, context);

// inclusive scan with multiplication
boost::compute::inclusive_scan(
    input.begin(), input.end(), output.begin(),
    boost::compute::multiplies<int>(), queue
);

// output = [1, 2, 2, 4, 12]
//! [inclusive_scan_int_multiplies]

    BOOST_CHECK_EQUAL(input.size(), size_t(5));
    BOOST_CHECK_EQUAL(output.size(), size_t(5));

    CHECK_RANGE_EQUAL(int, 5, output, (1, 2, 2, 4, 12));

    // in-place inclusive scan
    CHECK_RANGE_EQUAL(int, 5, input, (1, 2, 1, 2, 3));
    boost::compute::inclusive_scan(input.begin(), input.end(), input.begin(),
                                   boost::compute::multiplies<int>(), queue);
    CHECK_RANGE_EQUAL(int, 5, input, (1, 2, 2, 4, 12));
}

BOOST_AUTO_TEST_CASE(exclusive_scan_int_multiplies)
{
//! [exclusive_scan_int_multiplies]
// setup input
int data[] = { 1, 2, 1, 2, 3 };
boost::compute::vector<int> input(data, data + 5, queue);

// setup output
boost::compute::vector<int> output(5, context);

// exclusive_scan with multiplication
// initial value equals 10
boost::compute::exclusive_scan(
    input.begin(), input.end(), output.begin(),
    int(10), boost::compute::multiplies<int>(), queue
);

// output = [10, 10, 20, 20, 40]
//! [exclusive_scan_int_multiplies]

    BOOST_CHECK_EQUAL(input.size(), size_t(5));
    BOOST_CHECK_EQUAL(output.size(), size_t(5));

    CHECK_RANGE_EQUAL(int, 5, output, (10, 10, 20, 20, 40));

    // in-place exclusive scan
    CHECK_RANGE_EQUAL(int, 5, input, (1, 2, 1, 2, 3));
    bc::exclusive_scan(input.begin(), input.end(), input.begin(),
                       int(10), bc::multiplies<int>(), queue);
    CHECK_RANGE_EQUAL(int, 5, input, (10, 10, 20, 20, 40));
}

BOOST_AUTO_TEST_CASE(inclusive_scan_int_multiplies_long_vector)
{
    size_t size = 1000;
    bc::vector<int> device_vector(size, int(2), queue);
    BOOST_CHECK_EQUAL(device_vector.size(), size);
    bc::inclusive_scan(device_vector.begin(), device_vector.end(),
                       device_vector.begin(), bc::multiplies<int>(), queue);

    std::vector<int> host_vector(size, 2);
    BOOST_CHECK_EQUAL(host_vector.size(), size);
    bc::copy(device_vector.begin(), device_vector.end(),
             host_vector.begin(), queue);

    std::vector<int> test(size, 2);
    BOOST_CHECK_EQUAL(test.size(), size);
    std::partial_sum(test.begin(), test.end(),
                     test.begin(), std::multiplies<int>());

    BOOST_CHECK_EQUAL_COLLECTIONS(host_vector.begin(), host_vector.end(),
                                  test.begin(), test.end());
}

BOOST_AUTO_TEST_CASE(exclusive_scan_int_multiplies_long_vector)
{
    size_t size = 1000;
    bc::vector<int> device_vector(size, int(2), queue);
    BOOST_CHECK_EQUAL(device_vector.size(), size);
    bc::exclusive_scan(device_vector.begin(), device_vector.end(),
                       device_vector.begin(), int(10), bc::multiplies<int>(),
                       queue);

    std::vector<int> host_vector(size, 2);
    BOOST_CHECK_EQUAL(host_vector.size(), size);
    bc::copy(device_vector.begin(), device_vector.end(),
             host_vector.begin(), queue);

    std::vector<int> test(size, 2);
    BOOST_CHECK_EQUAL(test.size(), size);
    test[0] = 10;
    std::partial_sum(test.begin(), test.end(),
                     test.begin(), std::multiplies<int>());

    BOOST_CHECK_EQUAL_COLLECTIONS(host_vector.begin(), host_vector.end(),
                                  test.begin(), test.end());
}

BOOST_AUTO_TEST_CASE(inclusive_scan_int_custom_function)
{
    BOOST_COMPUTE_FUNCTION(int, multi, (int x, int y),
    {
        return x * y * 2;
    });

    int data[] = { 1, 2, 1, 2, 3 };
    bc::vector<int> vector(data, data + 5, queue);
    BOOST_CHECK_EQUAL(vector.size(), size_t(5));

    bc::vector<int> result(5, context);
    BOOST_CHECK_EQUAL(result.size(), size_t(5));

    // inclusive scan
    bc::inclusive_scan(vector.begin(), vector.end(), result.begin(),
                       multi, queue);
    CHECK_RANGE_EQUAL(int, 5, result, (1, 4, 8, 32, 192));

    // in-place inclusive scan
    CHECK_RANGE_EQUAL(int, 5, vector, (1, 2, 1, 2, 3));
    bc::inclusive_scan(vector.begin(), vector.end(), vector.begin(),
                       multi, queue);
    CHECK_RANGE_EQUAL(int, 5, vector, (1, 4, 8, 32, 192));
}

BOOST_AUTO_TEST_CASE(exclusive_scan_int_custom_function)
{
    BOOST_COMPUTE_FUNCTION(int, multi, (int x, int y),
    {
        return x * y * 2;
    });

    int data[] = { 1, 2, 1, 2, 3 };
    bc::vector<int> vector(data, data + 5, queue);
    BOOST_CHECK_EQUAL(vector.size(), size_t(5));

    bc::vector<int> result(5, context);
    BOOST_CHECK_EQUAL(result.size(), size_t(5));

    // exclusive_scan
    bc::exclusive_scan(vector.begin(), vector.end(), result.begin(),
                       int(1), multi, queue);
    CHECK_RANGE_EQUAL(int, 5, result, (1, 2, 8, 16, 64));

    // in-place exclusive scan
    CHECK_RANGE_EQUAL(int, 5, vector, (1, 2, 1, 2, 3));
    bc::exclusive_scan(vector.begin(), vector.end(), vector.begin(),
                       int(1), multi, queue);
    CHECK_RANGE_EQUAL(int, 5, vector, (1, 2, 8, 16, 64));
}

BOOST_AUTO_TEST_SUITE_END()