//---------------------------------------------------------------------------// // Copyright (c) 2015 Jakub Szuppe // // 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 #include "perf.hpp" int rand_int() { return static_cast((rand() / double(RAND_MAX)) * 25.0); } struct unique_key { int current; int avgValuesNoPerKey; unique_key() { current = 0; avgValuesNoPerKey = 512; } int operator()() { double p = double(1.0) / static_cast(avgValuesNoPerKey); if((rand() / double(RAND_MAX)) <= p) return ++current; return current; } } UniqueKey; int main(int argc, char *argv[]) { perf_parse_args(argc, argv); std::cout << "size: " << PERF_N << std::endl; // create vector of keys and random values thrust::host_vector host_keys(PERF_N); thrust::host_vector host_values(PERF_N); std::generate(host_keys.begin(), host_keys.end(), UniqueKey); std::generate(host_values.begin(), host_values.end(), rand_int); // transfer data to the device thrust::device_vector device_keys = host_keys; thrust::device_vector device_values = host_values; // create device vectors for the results thrust::device_vector device_keys_results(PERF_N); thrust::device_vector device_values_results(PERF_N); typedef typename thrust::device_vector::iterator iterType; thrust::pair result; perf_timer t; for(size_t trial = 0; trial < PERF_TRIALS; trial++){ t.start(); result = thrust::reduce_by_key(device_keys.begin(), device_keys.end(), device_values.begin(), device_keys_results.begin(), device_values_results.begin()); cudaDeviceSynchronize(); t.stop(); } std::cout << "time: " << t.min_time() / 1e6 << " ms" << std::endl; size_t result_size = thrust::distance(device_keys_results.begin(), result.first); if(result_size != static_cast(host_keys[PERF_N-1] + 1)){ std::cout << "ERROR: " << "wrong number of keys" << std::endl; return -1; } return 0; }