//---------------------------------------------------------------------------// // Copyright (c) 2013-2014 Kyle Lutz // // 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. //---------------------------------------------------------------------------// #include #include #include #include #include #include #include #include "perf.hpp" struct saxpy_functor : public thrust::binary_function { const float a; saxpy_functor(float _a) : a(_a) {} __host__ __device__ float operator()(const float& x, const float& y) const { return a * x + y; } }; int main(int argc, char *argv[]) { perf_parse_args(argc, argv); std::cout << "size: " << PERF_N << std::endl; thrust::host_vector host_x(PERF_N); thrust::host_vector host_y(PERF_N); std::generate(host_x.begin(), host_x.end(), rand); std::generate(host_y.begin(), host_y.end(), rand); // transfer data to the device thrust::device_vector device_x = host_x; thrust::device_vector device_y = host_y; perf_timer t; for(size_t trial = 0; trial < PERF_TRIALS; trial++){ t.start(); thrust::transform(device_x.begin(), device_x.end(), device_y.begin(), device_y.begin(), saxpy_functor(2.5f)); cudaDeviceSynchronize(); t.stop(); } std::cout << "time: " << t.min_time() / 1e6 << " ms" << std::endl; // transfer data back to host thrust::copy(device_x.begin(), device_x.end(), host_x.begin()); thrust::copy(device_y.begin(), device_y.end(), host_y.begin()); return 0; }