//Init the number of threads per block #define BLOCK_SIZE 64 #include #include #include using namespace std; __device__ int * dev_a; __device__ int * dev_b; // The general include for eo #include #include // Fitness function #include // Cuda Fitness function #include #include //Specific data to QAP problem #include // QAP solution #include // QAP neighbor #include //To compute execution time #include // QAP ordered neighborhood #include // The Solution and neighbor comparator #include #include // The Iter continuator #include // Local search algorithm #include // The Tabou Search algorithm explorer #include //Algorithm and its components #include //Tabu list #include //Memories #include #include #include #include typedef moCudaIntVector solution; typedef moKswapNeighbor Neighbor; typedef moCudaKswapNeighborhood Neighborhood; int main(int argc, char **argv) { /* ========================================================= * * Parameters * * ========================================================= */ // First define a parser from the command-line arguments eoParser parser(argc, argv); // For each parameter, define Parameter, read it through the parser, // and assign the value to the variable // seed eoValueParam seedParam(time(0), "seed", "Random number seed", 'S'); parser.processParam( seedParam ); unsigned seed = seedParam.value(); // Swap number eoValueParam KSwapParam(1, "KSwap", "swap number", 'N'); parser.processParam(KSwapParam, "KSwap" ); unsigned KSwap = KSwapParam.value(); // Iteration number eoValueParam nbIterationParam(1, "nbIteration", "TS Iteration number", 'I'); parser.processParam( nbIterationParam, "TS Iteration number" ); unsigned nbIteration = nbIterationParam.value(); // size tabu list eoValueParam sizeTabuListParam(7, "sizeTabuList", "size of the tabu list", 'T'); parser.processParam( sizeTabuListParam, "Search Parameters" ); unsigned sizeTabuList = sizeTabuListParam.value(); // the name of the "status" file where all actual parameter values will be saved string str_status = parser.ProgramName() + ".status"; // default value eoValueParam statusParam(str_status.c_str(), "status", "Status file"); parser.processParam( statusParam, "Persistence" ); // do the following AFTER ALL PARAMETERS HAVE BEEN PROCESSED // i.e. in case you need parameters somewhere else, postpone these if (parser.userNeedsHelp()) { parser.printHelp(cout); exit(1); } if (statusParam.value() != "") { ofstream os(statusParam.value().c_str()); os << parser;// and you can use that file as parameter file } /* ========================================================= * * Random seed * * ========================================================= */ //reproducible random seed: if you don't change SEED above, // you'll aways get the same result, NOT a random run rng.reseed(seed); srand(time(NULL)); /* ========================================================= * * Initilisation of QAP data * * ========================================================= */ QAPData _data(argv[1]); unsigned vecSize=_data.sizeData; /* ========================================================= * * Initilisation of the solution * * ========================================================= */ solution sol(vecSize); _data.cudaObject.memCopyGlobalVariable(dev_a,_data.a_d); _data.cudaObject.memCopyGlobalVariable(dev_b,_data.b_d); /* ========================================================= * * Evaluation of a solution neighbor's * * ========================================================= */ QAPEval eval(_data); unsigned long int sizeMap=sizeMapping(vecSize,KSwap); std::cout<<"sizeMap : "< incr_eval; moCudaKswapEval > cueval(sizeMap,incr_eval); /* ========================================================= * * Comparator of solutions and neighbors * * ========================================================= */ moNeighborComparator comparator; moSolNeighborComparator solComparator; /* ========================================================= * * a solution neighborhood * * ========================================================= */ Neighborhood neighborhood(vecSize,KSwap,cueval); /* ========================================================= * * continuator * * ========================================================= */ moIterContinuator continuator(nbIteration); /* ========================================================= * * tabu list * * ========================================================= */ //moNeighborVectorTabuList tl(sizeTabuList,0); sizeTabuList=(vecSize*(vecSize-1))/2; unsigned duration=sizeTabuList/8; // tabu list moNeighborVectorTabuList tl(sizeTabuList,duration); /* ========================================================= * * Memories * * ========================================================= */ moDummyIntensification inten; moDummyDiversification div; moBestImprAspiration asp; /* ========================================================= * * An explorer of solution neighborhood's * * ========================================================= */ moTSexplorer explorer(neighborhood, cueval, comparator, solComparator, tl, inten, div, asp); /* ========================================================= * * the local search algorithm * * ========================================================= */ moLocalSearch localSearch1(explorer, continuator, eval); /* ========================================================= * * Execute the local search from random sollution * * ========================================================= */ //Can be eval here, else it will be done at the beginning of the localSearch eval(sol); std::cout << "initial: " << sol.fitness()<< std::endl; // Create timer for timing CUDA calculation moCudaTimer timer; timer.start(); localSearch1(sol); std::cout << "final: " << sol.fitness() << std::endl; timer.stop(); printf("CUDA execution time = %f ms\n",timer.getTime()); timer.deleteTimer(); _data.cudaObject.free(dev_a); _data.cudaObject.free(dev_b); return 0; }