7.1.5.1.2 : Le main_cpp20_vectorize.cpp
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#include <iostream> #include <algorithm> //Some doc at : https://en.cppreference.com/w/cpp/header/execution #include <execution> #include "asterics_hpc.h" ///Do the Hadamard product /** @param[out] ptabResult : table of results of tabX*tabY * @param ptabX : input table * @param ptabY : input table * @param nbElement : number of elements in the tables */ void hadamard_product(float* __restrict__ ptabResult, const float* __restrict__ ptabX, const float* __restrict__ ptabY, long unsigned int nbElement){ std::transform(std::execution::unseq, ptabX, ptabX+nbElement, ptabY, ptabResult, [](float xi, float yi){ return xi * yi; }); } ///Get the number of cycles per elements of the Hadamard product /** @param nbElement : number of elements of the tables * @param nbRepetition : number of repetition to evaluate the function hadamard_product */ void evaluateHadamardProduct(long unsigned int nbElement, long unsigned int nbRepetition){ float * tabResult = (float*)asterics_malloc(sizeof(float)*nbElement); float * tabX = (float*)asterics_malloc(sizeof(float)*nbElement); float * tabY = (float*)asterics_malloc(sizeof(float)*nbElement); for(long unsigned int i(0lu); i < nbElement; ++i){ tabX[i] = (float)(i*32lu%17lu); tabY[i] = (float)(i*57lu%31lu); } float res(0.0f); long unsigned int beginTime(rdtsc()); for(long unsigned int i(0lu); i < nbRepetition; ++i){ hadamard_product(tabResult, tabX, tabY, nbElement); res += tabResult[0]; } long unsigned int elapsedTime((double)(rdtsc() - beginTime)/((double)nbRepetition)); double cyclePerElement(((double)elapsedTime)/((double)nbElement)); std::cout << "evaluateHadamardProduct : nbElement = "<<nbElement<<", cyclePerElement = " << cyclePerElement << " cy/el, elapsedTime = " << elapsedTime << " cy, res = " << res << std::endl; std::cerr << nbElement << "\t" << cyclePerElement << "\t" << elapsedTime << std::endl; asterics_free(tabResult); asterics_free(tabX); asterics_free(tabY); } int main(int argc, char** argv){ std::cout << "Hadamard product vectorized" << std::endl; evaluateHadamardProduct(1000lu, 1000000lu); evaluateHadamardProduct(1500lu, 1000000lu); evaluateHadamardProduct(2000lu, 1000000lu); evaluateHadamardProduct(2500lu, 1000000lu); evaluateHadamardProduct(2666lu, 1000000lu); evaluateHadamardProduct(3000lu, 1000000lu); evaluateHadamardProduct(4000lu, 1000000lu); evaluateHadamardProduct(5000lu, 1000000lu); evaluateHadamardProduct(10000lu, 1000000lu); return 0; } |
Le main_cpp20_vectorize.cpp complet :
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/*************************************** Auteur : Pierre Aubert Mail : pierre.aubert@lapp.in2p3.fr Licence : CeCILL-C ****************************************/ #include <iostream> #include <algorithm> //Some doc at : https://en.cppreference.com/w/cpp/header/execution #include <execution> #include "asterics_hpc.h" ///Do the Hadamard product /** @param[out] ptabResult : table of results of tabX*tabY * @param ptabX : input table * @param ptabY : input table * @param nbElement : number of elements in the tables */ void hadamard_product(float* __restrict__ ptabResult, const float* __restrict__ ptabX, const float* __restrict__ ptabY, long unsigned int nbElement){ std::transform(std::execution::unseq, ptabX, ptabX+nbElement, ptabY, ptabResult, [](float xi, float yi){ return xi * yi; }); } ///Get the number of cycles per elements of the Hadamard product /** @param nbElement : number of elements of the tables * @param nbRepetition : number of repetition to evaluate the function hadamard_product */ void evaluateHadamardProduct(long unsigned int nbElement, long unsigned int nbRepetition){ float * tabResult = (float*)asterics_malloc(sizeof(float)*nbElement); float * tabX = (float*)asterics_malloc(sizeof(float)*nbElement); float * tabY = (float*)asterics_malloc(sizeof(float)*nbElement); for(long unsigned int i(0lu); i < nbElement; ++i){ tabX[i] = (float)(i*32lu%17lu); tabY[i] = (float)(i*57lu%31lu); } float res(0.0f); long unsigned int beginTime(rdtsc()); for(long unsigned int i(0lu); i < nbRepetition; ++i){ hadamard_product(tabResult, tabX, tabY, nbElement); res += tabResult[0]; } long unsigned int elapsedTime((double)(rdtsc() - beginTime)/((double)nbRepetition)); double cyclePerElement(((double)elapsedTime)/((double)nbElement)); std::cout << "evaluateHadamardProduct : nbElement = "<<nbElement<<", cyclePerElement = " << cyclePerElement << " cy/el, elapsedTime = " << elapsedTime << " cy, res = " << res << std::endl; std::cerr << nbElement << "\t" << cyclePerElement << "\t" << elapsedTime << std::endl; asterics_free(tabResult); asterics_free(tabX); asterics_free(tabY); } int main(int argc, char** argv){ std::cout << "Hadamard product vectorized" << std::endl; evaluateHadamardProduct(1000lu, 1000000lu); evaluateHadamardProduct(1500lu, 1000000lu); evaluateHadamardProduct(2000lu, 1000000lu); evaluateHadamardProduct(2500lu, 1000000lu); evaluateHadamardProduct(2666lu, 1000000lu); evaluateHadamardProduct(3000lu, 1000000lu); evaluateHadamardProduct(4000lu, 1000000lu); evaluateHadamardProduct(5000lu, 1000000lu); evaluateHadamardProduct(10000lu, 1000000lu); return 0; } |