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FuzzyWrapper.cpp
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#include "FuzzyApprox.h"
//#include "common.h"
using namespace std;
bool CFuzzyFunctionApproximation::Init(double _threshold, int _min, int _max, int nouts)
{
cout << "\n--------------------------------------------------------";
cout << "\n Fuzzy Function Approximation Initializated";
cout << "\n--------------------------------------------------------";
// verifica se la classe è già stata inizializzata e cancella tutto
//if (GetRules() > 0) Clean();
OutDim = nouts;
InDim = 18;
// if (!StartUp(10000, _threshold)) return (false);
if (!StartUp(10000, _threshold,_min,_max)) return (false);
return (true);
}
bool CFuzzyFunctionApproximation::FuzzySetsInit(const vector<pair<int,int> >& min_max) {
int nins = min_max.size();
double *InMin = new double[nins];
double *InMax = new double[nins];
int *InSets = new int[nins];
for (int i=0; i<nins; i++)
{
InMin[i] = min_max[i].first;
InMax[i] = min_max[i].second;
InSets[i] = int(InMax[i]);
}
//int InSets[18] = {5,5,2,3, 3,3,3,3,3, 9,4,3, 9,4,3, 9,4,3};
if (!GenerateInputFuzzySets(nins, InSets, InMin, InMax)) return (false);
delete InMin;
delete InMax;
delete InSets;
return (true);
}
bool CFuzzyFunctionApproximation::Learn(const Configuration& conf,const Dynamic_stats& dyn)
{
return false;
}
bool CFuzzyFunctionApproximation::Learn(Configuration conf,Simulation sim,Processor& p,Mem_hierarchy& mem) {
double appoggio[20];
appoggio[0] = double(p.integer_units.get_pos(conf.integer_units));
appoggio[1] = double(p.float_units.get_pos(conf.float_units));
appoggio[2] = double(p.branch_units.get_pos(conf.branch_units));
appoggio[3] = double(p.memory_units.get_pos(conf.memory_units));
appoggio[4] = double(p.gpr_static_size.get_pos(conf.gpr_static_size));
appoggio[5] = double(p.fpr_static_size.get_pos(conf.fpr_static_size));
appoggio[6] = double(p.pr_static_size.get_pos(conf.pr_static_size));
appoggio[7] = double(p.cr_static_size.get_pos(conf.cr_static_size));
appoggio[8] = double(p.btr_static_size.get_pos(conf.btr_static_size));
appoggio[9] = double(mem.L1D.size.get_pos(conf. L1D_size ));
appoggio[10] = double(mem.L1D.block_size.get_pos(conf.L1D_block));
appoggio[11] = double(mem.L1D.associativity.get_pos(conf.L1D_assoc));
appoggio[12] = double(mem.L1I.size.get_pos(conf.L1I_size ));
appoggio[13] = double(mem.L1I.block_size.get_pos(conf.L1I_block));
appoggio[14] = double(mem.L1I.associativity.get_pos(conf.L1I_assoc));
appoggio[15] = double(mem.L2U.size.get_pos(conf.L2U_size ));
appoggio[16] = double(mem.L2U.block_size.get_pos(conf.L2U_block));
appoggio[17] = double(mem.L2U.associativity.get_pos(conf.L2U_assoc));
appoggio[18] = double(sim.energy);
appoggio[19] = double(sim.exec_time);
return (Learn(appoggio,&(appoggio[18])));
}
Simulation CFuzzyFunctionApproximation::Estimate1(Configuration conf,Processor& p,Mem_hierarchy& mem) {
Simulation sim;
double appoggio[20];
appoggio[0] = double(p.integer_units.get_pos(conf.integer_units));
appoggio[1] = double(p.float_units.get_pos(conf.float_units));
appoggio[2] = double(p.branch_units.get_pos(conf.branch_units));
appoggio[3] = double(p.memory_units.get_pos(conf.memory_units));
appoggio[4] = double(p.gpr_static_size.get_pos(conf.gpr_static_size));
appoggio[5] = double(p.fpr_static_size.get_pos(conf.fpr_static_size));
appoggio[6] = double(p.pr_static_size.get_pos(conf.pr_static_size));
appoggio[7] = double(p.cr_static_size.get_pos(conf.cr_static_size));
appoggio[8] = double(p.btr_static_size.get_pos(conf.btr_static_size));
appoggio[9] = double(mem.L1D.size.get_pos(conf. L1D_size ));
appoggio[10] = double(mem.L1D.block_size.get_pos(conf.L1D_block));
appoggio[11] = double(mem.L1D.associativity.get_pos(conf.L1D_assoc));
appoggio[12] = double(mem.L1I.size.get_pos(conf.L1I_size ));
appoggio[13] = double(mem.L1I.block_size.get_pos(conf.L1I_block));
appoggio[14] = double(mem.L1I.associativity.get_pos(conf.L1I_assoc));
appoggio[15] = double(mem.L2U.size.get_pos(conf.L2U_size ));
appoggio[16] = double(mem.L2U.block_size.get_pos(conf.L2U_block));
appoggio[17] = double(mem.L2U.associativity.get_pos(conf.L2U_assoc));
appoggio[18] = 0.0f;
appoggio[19] = 0.0f;
EstimateG(appoggio,&(appoggio[18]));
sim.config = conf;
sim.area = -1.0f;
sim.clock_freq = 0.0f;
sim.energy = double(appoggio[18]);
sim.exec_time = double(appoggio[19]);
sim.simulated = false;
cout << "\n-----------Estimate 1 : " << sim.energy << " __ " << sim.exec_time;
return (sim);
}
Dynamic_stats CFuzzyFunctionApproximation::Estimate2(Configuration conf) {
Dynamic_stats dyn;
return dyn;
}