#include <iostream>
#include <fstream>
-
#define UNSETVALUE -1
-#define TIMEOUTSEC 5000
Problem::Problem(const char *_problem) : result(UNSETVALUE) {
uint len = strlen(_problem);
ourfree(problem);
}
-MultiTuner::MultiTuner(uint _budget, uint _timeout) :
- budget(_budget), timeout(_timeout), execnum(0) {
+void TunerRecord::setTime(Problem *problem, long long time) {
+ timetaken.put(problem, time);
+}
+
+long long TunerRecord::getTime(Problem *problem) {
+ if (timetaken.contains(problem))
+ return timetaken.get(problem);
+ else return -1;
+}
+
+TunerRecord *TunerRecord::changeTuner(SearchTuner *_newtuner) {
+ TunerRecord *tr = new TunerRecord(_newtuner);
+ for (uint i = 0; i < problems.getSize(); i++) {
+ tr->problems.push(problems.get(i));
+ }
+ return tr;
+}
+
+MultiTuner::MultiTuner(uint _budget, uint _rounds, uint _timeout) :
+ budget(_budget), rounds(_rounds), timeout(_timeout), execnum(0) {
}
MultiTuner::~MultiTuner() {
for (uint i = 0; i < problems.getSize(); i++)
ourfree(problems.get(i));
+ for (uint i = 0; i < allTuners.getSize(); i++)
+ delete allTuners.get(i);
}
void MultiTuner::addProblem(const char *filename) {
}
void MultiTuner::addTuner(SearchTuner *tuner) {
- tuners.push(new TunerRecord(tuner));
+ TunerRecord *t = new TunerRecord(tuner);
+ tuners.push(t);
+ allTuners.push(t);
}
-long long MultiTuner::evaluate(Problem *problem, SearchTuner *tuner) {
+long long MultiTuner::evaluate(Problem *problem, TunerRecord *tuner) {
char buffer[512];
//Write out the tuner
snprintf(buffer, sizeof(buffer), "tuner%u", execnum);
- tuner->serialize(buffer);
+ tuner->getTuner()->serialize(buffer);
//Do run
- snprintf(buffer, sizeof(buffer), "deserializerun %s %u tuner%u result%s%u > log%u", problem->getProblem(), timeout, execnum, problem->getProblem(), execnum, execnum);
+ snprintf(buffer, sizeof(buffer), "./run.sh deserializerun %s %u tuner%u result%s%u > log%u", problem->getProblem(), timeout, execnum, problem->getProblem(), execnum, execnum);
int status = system(buffer);
long long metric = -1;
int sat = IS_INDETER;
+
if (status == 0) {
//Read data in from results file
snprintf(buffer, sizeof(buffer), "result%s%u", problem->getProblem(), execnum);
myfile >> sat;
myfile.close();
}
+
+ snprintf(buffer, sizeof(buffer), "tuner%uused", execnum);
+ SearchTuner *usedtuner = new SearchTuner(buffer);
+ delete tuner->getTuner();
+ tuner->updateTuner(usedtuner);
+
}
//Increment execution count
execnum++;
return metric;
}
+void MultiTuner::tuneComp() {
+ Vector<TunerRecord *> *tunerV = new Vector<TunerRecord *>(&tuners);
+ for (uint b = 0; b < budget; b++) {
+ uint tSize = tunerV->getSize();
+ for (uint i = 0; i < tSize; i++) {
+ SearchTuner *tmpTuner = mutateTuner(tunerV->get(i)->getTuner(), b);
+ tunerV->push(new TunerRecord(tmpTuner));
+ }
+
+ Hashtable<TunerRecord *, int, uint64_t> scores;
+ for (uint i = 0; i < problems.getSize(); i++) {
+ Problem *problem = problems.get(i);
+ Vector<TunerRecord *> places;
+ for (uint j = 0; j < tunerV->getSize(); j++) {
+ TunerRecord *tuner = tunerV->get(j);
+ long long metric = tuner->getTime(problem);
+ if (metric == -1) {
+ metric = evaluate(problem, tuner);
+ if (metric != -1)
+ tuner->setTime(problem, metric);
+ }
+ if (metric != -1) {
+ uint k = 0;
+ for (; k < places.getSize(); k++) {
+ if (metric < places.get(k)->getTime(problem))
+ break;
+ }
+ places.insertAt(k, tuner);
+ }
+ }
+ int points = 9;
+ for (uint k = 0; k < places.getSize() && points; k++) {
+ TunerRecord *tuner = places.get(k);
+ points = points / 3;
+ int currScore = 0;
+ if (scores.contains(tuner))
+ currScore = scores.get(tuner);
+ currScore += points;
+ scores.put(tuner, currScore);
+ }
+ }
+ Vector<TunerRecord *> ranking;
+ for (uint i = 0; i < tunerV->getSize(); i++) {
+ TunerRecord *tuner = tunerV->get(i);
+ int score = 0;
+ if (scores.contains(tuner))
+ score = scores.get(tuner);
+ uint j = 0;
+ for (; j < ranking.getSize(); j++) {
+ TunerRecord *t = ranking.get(j);
+ int tscore = 0;
+ if (scores.contains(t))
+ tscore = scores.get(t);
+ if (score > tscore)
+ break;
+ }
+ ranking.insertAt(j, tuner);
+ }
+ for (uint i = tuners.getSize(); i < ranking.getSize(); i++) {
+ TunerRecord *tuner = ranking.get(i);
+ for (uint j = 0; j < tunerV->getSize(); j++) {
+ if (tunerV->get(j) == tuner)
+ tunerV->removeAt(j);
+ }
+ }
+ }
+}
+
void MultiTuner::mapProblemsToTuners(Vector<TunerRecord *> *tunerV) {
for (uint i = 0; i < problems.getSize(); i++) {
Problem *problem = problems.get(i);
long long bestscore = 0;
for (uint j = 0; j < tunerV->getSize(); j++) {
TunerRecord *tuner = tunerV->get(j);
- long long metric = evaluate(problem, tuner->getTuner());
+ long long metric = tuner->getTime(problem);
+ if (metric == -1) {
+ metric = evaluate(problem, tuner);
+ if (metric != -1)
+ tuner->setTime(problem, metric);
+ }
if ((bestTuner == NULL && metric != -1) ||
(metric < bestscore && metric != -1)) {
bestTuner = tuner;
void MultiTuner::tuneK() {
Vector<TunerRecord *> *tunerV = new Vector<TunerRecord *>(&tuners);
- while (true) {
+ for (uint i = 0; i < rounds; i++) {
clearVector(tunerV);
mapProblemsToTuners(tunerV);
improveTuners(tunerV);
}
-
+ model_print("Best tuners\n");
+ for (uint j = 0; j < tunerV->getSize(); j++) {
+ TunerRecord *tuner = tunerV->get(j);
+ char buffer[256];
+ sprintf(buffer, "tuner%u.conf", j);
+ tuner->getTuner()->serialize(buffer);
+ tuner->getTuner()->print();
+ }
delete tunerV;
}
void MultiTuner::improveTuners(Vector<TunerRecord *> *tunerV) {
for (uint j = 0; j < tunerV->getSize(); j++) {
TunerRecord *tuner = tunerV->get(j);
- SearchTuner *newtuner = tune(tuner->getTuner(), &tuner->problems);
+ TunerRecord *newtuner = tune(tuner);
+ tunerV->set(j, newtuner);
}
}
-double MultiTuner::evaluateAll(SearchTuner *tuner, Vector<Problem *> *tProblems) {
+double MultiTuner::evaluateAll(TunerRecord *tuner) {
double product = 1;
- for (uint i = 0; i < tProblems->getSize(); i++) {
- Problem *problem = tProblems->get(i);
- double score = evaluate(problem, tuner);
+ for (uint i = 0; i < tuner->problems.getSize(); i++) {
+ Problem *problem = tuner->problems.get(i);
+ long long metric = tuner->getTime(problem);
+ if (metric == -1) {
+ metric = evaluate(problem, tuner);
+ if (metric != -1)
+ tuner->setTime(problem, metric);
+ }
+
+ double score = metric;
product *= score;
}
- return pow(product, 1 / ((double)tProblems->getSize()));
+ return pow(product, 1 / ((double)tuner->problems.getSize()));
}
SearchTuner *MultiTuner::mutateTuner(SearchTuner *oldTuner, uint k) {
return newTuner;
}
-SearchTuner *MultiTuner::tune(SearchTuner *tuner, Vector<Problem *> *tProblems) {
- SearchTuner *bestTuner = NULL;
+TunerRecord *MultiTuner::tune(TunerRecord *tuner) {
+ TunerRecord *bestTuner = NULL;
double bestScore = DBL_MAX;
- SearchTuner *oldTuner = tuner->copyUsed();
- double base_temperature = evaluateAll(oldTuner, tProblems);
+ TunerRecord *oldTuner = tuner;
+ double base_temperature = evaluateAll(oldTuner);
double oldScore = base_temperature;
for (uint i = 0; i < budget; i++) {
- SearchTuner *newTuner = mutateTuner(oldTuner, i);
- double newScore = evaluateAll(newTuner, tProblems);
- newTuner->printUsed();
+ SearchTuner *tmpTuner = mutateTuner(oldTuner->getTuner(), i);
+ TunerRecord *newTuner = oldTuner->changeTuner(tmpTuner);
+ allTuners.push(newTuner);
+ double newScore = evaluateAll(newTuner);
+ newTuner->tuner->printUsed();
model_print("Received score %f\n", newScore);
double scoreDiff = newScore - oldScore; //smaller is better
if (newScore < bestScore) {
- if (bestTuner != NULL)
- delete bestTuner;
bestScore = newScore;
- bestTuner = newTuner->copyUsed();
+ bestTuner = newTuner;
}
double acceptanceP;
}
double ran = ((double)random()) / RAND_MAX;
if (ran <= acceptanceP) {
- delete oldTuner;
oldScore = newScore;
oldTuner = newTuner;
- } else {
- delete newTuner;
}
}
projects / satune.git / blobdiff