// SPDX-FileCopyrightText: Copyright (c) 2011, Duane Merrill. All rights reserved. // SPDX-FileCopyrightText: Copyright (c) 2011-2018, NVIDIA CORPORATION. All rights reserved. // SPDX-License-Identifier: BSD-3 /****************************************************************************** * Simple example of DeviceReduce::Sum(). * * Sums an array of int keys. * * To compile using the command line: * nvcc -arch=sm_XX example_device_reduce.cu -I../.. -lcudart -O3 * ******************************************************************************/ // Ensure printing of CUDA runtime errors to console #define CUB_STDERR #include #include #include #include "../../test/test_util.h" using namespace cub; //--------------------------------------------------------------------- // Globals, constants and aliases //--------------------------------------------------------------------- bool g_verbose = false; // Whether to display input/output to console CachingDeviceAllocator g_allocator(true); // Caching allocator for device memory //--------------------------------------------------------------------- // Test generation //--------------------------------------------------------------------- /** * Initialize problem */ void Initialize(int* h_in, int num_items) { for (int i = 0; i < num_items; ++i) { h_in[i] = i; } if (g_verbose) { printf("Input:\n"); DisplayResults(h_in, num_items); printf("\n\n"); } } /** * Compute solution */ void Solve(int* h_in, int& h_reference, int num_items) { for (int i = 0; i < num_items; ++i) { if (i == 0) { h_reference = h_in[0]; } else { h_reference += h_in[i]; } } } //--------------------------------------------------------------------- // 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= " "[--device=] " "[--v] " "\n", argv[0]); exit(0); } // Initialize device CubDebugExit(args.DeviceInit()); printf("cub::DeviceReduce::Sum() %d items (%d-byte elements)\n", num_items, (int) sizeof(int)); fflush(stdout); // Allocate host arrays int* h_in = new int[num_items]; int h_reference{}; // Initialize problem and solution Initialize(h_in, num_items); Solve(h_in, h_reference, num_items); // Allocate problem device arrays int* d_in = nullptr; CubDebugExit(g_allocator.DeviceAllocate((void**) &d_in, sizeof(int) * num_items)); // Initialize device input CubDebugExit(cudaMemcpy(d_in, h_in, sizeof(int) * num_items, cudaMemcpyHostToDevice)); // Allocate device output array int* d_out = nullptr; CubDebugExit(g_allocator.DeviceAllocate((void**) &d_out, sizeof(int) * 1)); // example-begin temp-storage-query // Request and allocate temporary storage void* d_temp_storage = nullptr; size_t temp_storage_bytes = 0; CubDebugExit(DeviceReduce::Sum(d_temp_storage, temp_storage_bytes, d_in, d_out, num_items)); CubDebugExit(g_allocator.DeviceAllocate(&d_temp_storage, temp_storage_bytes)); // Run CubDebugExit(DeviceReduce::Sum(d_temp_storage, temp_storage_bytes, d_in, d_out, num_items)); // example-end temp-storage-query // Check for correctness (and display results, if specified) int compare = CompareDeviceResults(&h_reference, d_out, 1, g_verbose, g_verbose); printf("\t%s", compare ? "FAIL" : "PASS"); AssertEquals(0, compare); // Cleanup if (h_in) { delete[] h_in; } if (d_in) { CubDebugExit(g_allocator.DeviceFree(d_in)); } if (d_out) { CubDebugExit(g_allocator.DeviceFree(d_out)); } if (d_temp_storage) { CubDebugExit(g_allocator.DeviceFree(d_temp_storage)); } printf("\n\n"); return 0; }