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xgboost/cub/examples/device/example_device_radix_sort.cu  view on Meta::CPAN

//---------------------------------------------------------------------
// Main
//---------------------------------------------------------------------

/**
 * Main
 */
int main(int argc, char** argv)
{
    int num_items = 150;

    // Initialize command line
    CommandLineArgs args(argc, argv);
    g_verbose = args.CheckCmdLineFlag("v");
    args.GetCmdLineArgument("n", num_items);

    // Print usage
    if (args.CheckCmdLineFlag("help"))
    {
        printf("%s "
            "[--n=<input items> "
            "[--device=<device-id>] "
            "[--v] "
            "\n", argv[0]);
        exit(0);
    }

    // Initialize device
    CubDebugExit(args.DeviceInit());

    printf("cub::DeviceRadixSort::SortPairs() %d items (%d-byte keys %d-byte values)\n",
        num_items, int(sizeof(float)), int(sizeof(int)));
    fflush(stdout);

    // Allocate host arrays
    float   *h_keys             = new float[num_items];
    float   *h_reference_keys   = new float[num_items];
    int     *h_values           = new int[num_items];
    int     *h_reference_values = new int[num_items];

    // Initialize problem and solution on host
    Initialize(h_keys, h_values, h_reference_keys, h_reference_values, num_items);

    // Allocate device arrays
    DoubleBuffer<float> d_keys;
    DoubleBuffer<int>   d_values;
    CubDebugExit(g_allocator.DeviceAllocate((void**)&d_keys.d_buffers[0], sizeof(float) * num_items));
    CubDebugExit(g_allocator.DeviceAllocate((void**)&d_keys.d_buffers[1], sizeof(float) * num_items));
    CubDebugExit(g_allocator.DeviceAllocate((void**)&d_values.d_buffers[0], sizeof(int) * num_items));
    CubDebugExit(g_allocator.DeviceAllocate((void**)&d_values.d_buffers[1], sizeof(int) * num_items));

    // Allocate temporary storage
    size_t  temp_storage_bytes  = 0;
    void    *d_temp_storage     = NULL;

    CubDebugExit(DeviceRadixSort::SortPairs(d_temp_storage, temp_storage_bytes, d_keys, d_values, num_items));
    CubDebugExit(g_allocator.DeviceAllocate(&d_temp_storage, temp_storage_bytes));

    // Initialize device arrays
    CubDebugExit(cudaMemcpy(d_keys.d_buffers[d_keys.selector], h_keys, sizeof(float) * num_items, cudaMemcpyHostToDevice));
    CubDebugExit(cudaMemcpy(d_values.d_buffers[d_values.selector], h_values, sizeof(int) * num_items, cudaMemcpyHostToDevice));

    // Run
    CubDebugExit(DeviceRadixSort::SortPairs(d_temp_storage, temp_storage_bytes, d_keys, d_values, num_items));

    // Check for correctness (and display results, if specified)
    int compare = CompareDeviceResults(h_reference_keys, d_keys.Current(), num_items, true, g_verbose);
    printf("\t Compare keys (selector %d): %s\n", d_keys.selector, compare ? "FAIL" : "PASS");
    AssertEquals(0, compare);
    compare = CompareDeviceResults(h_reference_values, d_values.Current(), num_items, true, g_verbose);
    printf("\t Compare values (selector %d): %s\n", d_values.selector, compare ? "FAIL" : "PASS");
    AssertEquals(0, compare);

    // Cleanup
    if (h_keys) delete[] h_keys;
    if (h_reference_keys) delete[] h_reference_keys;
    if (h_values) delete[] h_values;
    if (h_reference_values) delete[] h_reference_values;

    if (d_keys.d_buffers[0]) CubDebugExit(g_allocator.DeviceFree(d_keys.d_buffers[0]));
    if (d_keys.d_buffers[1]) CubDebugExit(g_allocator.DeviceFree(d_keys.d_buffers[1]));
    if (d_values.d_buffers[0]) CubDebugExit(g_allocator.DeviceFree(d_values.d_buffers[0]));
    if (d_values.d_buffers[1]) CubDebugExit(g_allocator.DeviceFree(d_values.d_buffers[1]));
    if (d_temp_storage) CubDebugExit(g_allocator.DeviceFree(d_temp_storage));

    printf("\n\n");

    return 0;
}