// Copyright John Maddock 2016. // Use, modification and distribution are subject to 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) #include #include #include #include #include #include "cuda_managed_ptr.hpp" #include "stopwatch.hpp" // For the CUDA runtime routines (prefixed with "cuda_") #include typedef double float_type; /** * CUDA Kernel Device code * */ __global__ void cuda_test(const float_type *in, float_type *out, int numElements) { using std::cos; int i = blockDim.x * blockIdx.x + threadIdx.x; if (i < numElements) { out[i] = boost::math::changesign(in[i]); } } /** * Host main routine */ int main(void) { // Error code to check return values for CUDA calls cudaError_t err = cudaSuccess; // Print the vector length to be used, and compute its size int numElements = 50000; std::cout << "[Vector addition of " << numElements << " elements]" << std::endl; // Allocate the managed input vector A cuda_managed_ptr h_A(numElements); // Allocate the managed output vector C cuda_managed_ptr h_C(numElements); // Initialize the input vectors for (int i = 0; i < numElements; ++i) { h_A[i] = rand()/(float_type)RAND_MAX; switch(i % 55) { case 1: h_A[i] = 0; break; case 2: h_A[i] = std::numeric_limits::infinity(); break; case 3: h_A[i] = -std::numeric_limits::infinity(); break; } if(i % 1) h_A[i] = -h_A[i]; } // Launch the Vector Add CUDA Kernel int threadsPerBlock = 1024; int blocksPerGrid =(numElements + threadsPerBlock - 1) / threadsPerBlock; std::cout << "CUDA kernel launch with " << blocksPerGrid << " blocks of " << threadsPerBlock << " threads" << std::endl; watch w; cuda_test<<>>(h_A.get(), h_C.get(), numElements); cudaDeviceSynchronize(); std::cout << "CUDA kernal done in " << w.elapsed() << "s" << std::endl; err = cudaGetLastError(); if (err != cudaSuccess) { std::cerr << "Failed to launch vectorAdd kernel (error code " << cudaGetErrorString(err) << ")!" << std::endl; return EXIT_FAILURE; } // Verify that the result vector is correct std::vector results; results.reserve(numElements); w.reset(); for(int i = 0; i < numElements; ++i) results.push_back(boost::math::changesign(h_A[i])); double t = w.elapsed(); // check the results for(int i = 0; i < numElements; ++i) { if (h_C[i] != results[i]) { std::cerr << "Result verification failed at element " << i << "!" << std::endl; return EXIT_FAILURE; } } std::cout << "Test PASSED with calculation time: " << t << "s" << std::endl; std::cout << "Done\n"; return 0; }