some renamings
This commit is contained in:
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64b53e8180
commit
62283f353c
@ -85,13 +85,13 @@ BpSolver::getPosterioriOf (VarId vid)
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const SpLinkSet& links = ninf(var)->getLinks();
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if (Globals::logDomain) {
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for (size_t i = 0; i < links.size(); i++) {
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probs += links[i]->getMessage();
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probs += links[i]->message();
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}
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LogAware::normalize (probs);
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Util::exp (probs);
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} else {
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for (size_t i = 0; i < links.size(); i++) {
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probs *= links[i]->getMessage();
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probs *= links[i]->message();
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}
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LogAware::normalize (probs);
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}
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@ -122,9 +122,9 @@ BpSolver::getJointDistributionOf (const VarIds& jointVarIds)
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Factor res (facNodes[idx]->factor());
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const SpLinkSet& links = ninf(facNodes[idx])->getLinks();
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for (size_t i = 0; i < links.size(); i++) {
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Factor msg ({links[i]->getVariable()->varId()},
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{links[i]->getVariable()->range()},
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getVar2FactorMsg (links[i]));
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Factor msg ({links[i]->varNode()->varId()},
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{links[i]->varNode()->range()},
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getVarToFactorMsg (links[i]));
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res.multiply (msg);
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}
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res.sumOutAllExcept (jointVarIds);
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@ -152,7 +152,7 @@ BpSolver::runSolver (void)
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}
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switch (BpOptions::schedule) {
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case BpOptions::Schedule::SEQ_RANDOM:
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random_shuffle (links_.begin(), links_.end());
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std::random_shuffle (links_.begin(), links_.end());
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// no break
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case BpOptions::Schedule::SEQ_FIXED:
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for (size_t i = 0; i < links_.size(); i++) {
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@ -219,13 +219,13 @@ BpSolver::maxResidualSchedule (void)
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for (SortedOrder::iterator it = sortedOrder_.begin();
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it != sortedOrder_.end(); ++it) {
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cout << " " << setw (30) << left << (*it)->toString();
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cout << "residual = " << (*it)->getResidual() << endl;
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cout << "residual = " << (*it)->residual() << endl;
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}
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}
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SortedOrder::iterator it = sortedOrder_.begin();
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SpLink* link = *it;
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if (link->getResidual() < BpOptions::accuracy) {
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if (link->residual() < BpOptions::accuracy) {
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return;
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}
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updateMessage (link);
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@ -234,12 +234,12 @@ BpSolver::maxResidualSchedule (void)
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linkMap_.find (link)->second = sortedOrder_.insert (link);
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// update the messages that depend on message source --> destin
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const FacNodes& factorNeighbors = link->getVariable()->neighbors();
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const FacNodes& factorNeighbors = link->varNode()->neighbors();
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for (size_t i = 0; i < factorNeighbors.size(); i++) {
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if (factorNeighbors[i] != link->getFactor()) {
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if (factorNeighbors[i] != link->facNode()) {
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const SpLinkSet& links = ninf(factorNeighbors[i])->getLinks();
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for (size_t j = 0; j < links.size(); j++) {
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if (links[j]->getVariable() != link->getVariable()) {
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if (links[j]->varNode() != link->varNode()) {
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calculateMessage (links[j]);
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SpLinkMap::iterator iter = linkMap_.find (links[j]);
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sortedOrder_.erase (iter->second);
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@ -257,51 +257,51 @@ BpSolver::maxResidualSchedule (void)
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void
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BpSolver::calculateFactor2VariableMsg (SpLink* link)
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BpSolver::calcFactorToVarMsg (SpLink* link)
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{
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FacNode* src = link->getFactor();
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const VarNode* dst = link->getVariable();
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FacNode* src = link->facNode();
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const VarNode* dst = link->varNode();
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const SpLinkSet& links = ninf(src)->getLinks();
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// calculate the product of messages that were sent
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// to factor `src', except from var `dst'
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unsigned msgSize = 1;
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for (size_t i = 0; i < links.size(); i++) {
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msgSize *= links[i]->getVariable()->range();
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msgSize *= links[i]->varNode()->range();
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}
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unsigned repetitions = 1;
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Params msgProduct (msgSize, LogAware::multIdenty());
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if (Globals::logDomain) {
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for (size_t i = links.size(); i-- > 0; ) {
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if (links[i]->getVariable() != dst) {
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if (links[i]->varNode() != dst) {
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if (Constants::SHOW_BP_CALCS) {
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cout << " message from " << links[i]->getVariable()->label();
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cout << " message from " << links[i]->varNode()->label();
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cout << ": " ;
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}
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Util::add (msgProduct, getVar2FactorMsg (links[i]), repetitions);
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repetitions *= links[i]->getVariable()->range();
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Util::add (msgProduct, getVarToFactorMsg (links[i]), repetitions);
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repetitions *= links[i]->varNode()->range();
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if (Constants::SHOW_BP_CALCS) {
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cout << endl;
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}
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} else {
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unsigned range = links[i]->getVariable()->range();
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unsigned range = links[i]->varNode()->range();
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Util::add (msgProduct, Params (range, 0.0), repetitions);
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repetitions *= range;
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}
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}
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} else {
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for (size_t i = links.size(); i-- > 0; ) {
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if (links[i]->getVariable() != dst) {
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if (links[i]->varNode() != dst) {
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if (Constants::SHOW_BP_CALCS) {
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cout << " message from " << links[i]->getVariable()->label();
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cout << " message from " << links[i]->varNode()->label();
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cout << ": " ;
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}
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Util::multiply (msgProduct, getVar2FactorMsg (links[i]), repetitions);
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repetitions *= links[i]->getVariable()->range();
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Util::multiply (msgProduct, getVarToFactorMsg (links[i]), repetitions);
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repetitions *= links[i]->varNode()->range();
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if (Constants::SHOW_BP_CALCS) {
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cout << endl;
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}
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} else {
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unsigned range = links[i]->getVariable()->range();
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unsigned range = links[i]->varNode()->range();
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Util::multiply (msgProduct, Params (range, 1.0), repetitions);
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repetitions *= range;
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}
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@ -319,20 +319,20 @@ BpSolver::calculateFactor2VariableMsg (SpLink* link)
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if (Constants::SHOW_BP_CALCS) {
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cout << " marginalized: " << result.params() << endl;
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}
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link->getNextMessage() = result.params();
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LogAware::normalize (link->getNextMessage());
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link->nextMessage() = result.params();
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LogAware::normalize (link->nextMessage());
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if (Constants::SHOW_BP_CALCS) {
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cout << " curr msg: " << link->getMessage() << endl;
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cout << " next msg: " << link->getNextMessage() << endl;
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cout << " curr msg: " << link->message() << endl;
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cout << " next msg: " << link->nextMessage() << endl;
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}
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}
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Params
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BpSolver::getVar2FactorMsg (const SpLink* link) const
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BpSolver::getVarToFactorMsg (const SpLink* link) const
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{
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const VarNode* src = link->getVariable();
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const VarNode* src = link->varNode();
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Params msg;
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if (src->hasEvidence()) {
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msg.resize (src->range(), LogAware::noEvidence());
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@ -347,20 +347,20 @@ BpSolver::getVar2FactorMsg (const SpLink* link) const
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const SpLinkSet& links = ninf (src)->getLinks();
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if (Globals::logDomain) {
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for (it = links.begin(); it != links.end(); ++it) {
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msg += (*it)->getMessage();
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msg += (*it)->message();
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if (Constants::SHOW_BP_CALCS) {
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cout << " x " << (*it)->getMessage();
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cout << " x " << (*it)->message();
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}
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}
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msg -= link->getMessage();
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msg -= link->message();
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} else {
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for (it = links.begin(); it != links.end(); ++it) {
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msg *= (*it)->getMessage();
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msg *= (*it)->message();
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if (Constants::SHOW_BP_CALCS) {
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cout << " x " << (*it)->getMessage();
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cout << " x " << (*it)->message();
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}
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}
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msg /= link->getMessage();
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msg /= link->message();
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}
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if (Constants::SHOW_BP_CALCS) {
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cout << " = " << msg;
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@ -439,8 +439,8 @@ BpSolver::initializeSolver (void)
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}
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createLinks();
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for (size_t i = 0; i < links_.size(); i++) {
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FacNode* src = links_[i]->getFactor();
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VarNode* dst = links_[i]->getVariable();
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FacNode* src = links_[i]->facNode();
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VarNode* dst = links_[i]->varNode();
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ninf (dst)->addSpLink (links_[i]);
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ninf (src)->addSpLink (links_[i]);
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}
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@ -468,7 +468,7 @@ BpSolver::converged (void)
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}
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bool converged = true;
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if (BpOptions::schedule == BpOptions::Schedule::MAX_RESIDUAL) {
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double maxResidual = (*(sortedOrder_.begin()))->getResidual();
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double maxResidual = (*(sortedOrder_.begin()))->residual();
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if (maxResidual > BpOptions::accuracy) {
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converged = false;
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} else {
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@ -476,7 +476,7 @@ BpSolver::converged (void)
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}
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} else {
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for (size_t i = 0; i < links_.size(); i++) {
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double residual = links_[i]->getResidual();
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double residual = links_[i]->residual();
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if (Globals::verbosity > 1) {
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cout << links_[i]->toString() + " residual = " << residual << endl;
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}
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@ -503,10 +503,10 @@ BpSolver::printLinkInformation (void) const
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SpLink* l = links_[i];
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cout << l->toString() << ":" << endl;
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cout << " curr msg = " ;
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cout << l->getMessage() << endl;
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cout << l->message() << endl;
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cout << " next msg = " ;
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cout << l->getNextMessage() << endl;
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cout << " residual = " << l->getResidual() << endl;
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cout << l->nextMessage() << endl;
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cout << " residual = " << l->residual() << endl;
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}
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}
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@ -24,23 +24,20 @@ class SpLink
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v2_.resize (vn->range(), LogAware::log (1.0 / vn->range()));
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currMsg_ = &v1_;
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nextMsg_ = &v2_;
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msgSended_ = false;
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residual_ = 0.0;
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}
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virtual ~SpLink (void) { };
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FacNode* getFactor (void) const { return fac_; }
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FacNode* facNode (void) const { return fac_; }
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VarNode* getVariable (void) const { return var_; }
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VarNode* varNode (void) const { return var_; }
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const Params& getMessage (void) const { return *currMsg_; }
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const Params& message (void) const { return *currMsg_; }
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Params& getNextMessage (void) { return *nextMsg_; }
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Params& nextMessage (void) { return *nextMsg_; }
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bool messageWasSended (void) const { return msgSended_; }
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double getResidual (void) const { return residual_; }
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double residual (void) const { return residual_; }
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void clearResidual (void) { residual_ = 0.0; }
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@ -52,7 +49,6 @@ class SpLink
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virtual void updateMessage (void)
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{
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swap (currMsg_, nextMsg_);
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msgSended_ = true;
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}
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string toString (void) const
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@ -71,7 +67,6 @@ class SpLink
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Params v2_;
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Params* currMsg_;
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Params* nextMsg_;
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bool msgSended_;
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double residual_;
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};
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@ -110,9 +105,9 @@ class BpSolver : public Solver
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virtual void maxResidualSchedule (void);
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virtual void calculateFactor2VariableMsg (SpLink*);
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virtual void calcFactorToVarMsg (SpLink*);
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virtual Params getVar2FactorMsg (const SpLink*) const;
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virtual Params getVarToFactorMsg (const SpLink*) const;
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virtual Params getJointByConditioning (const VarIds&) const;
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@ -131,7 +126,7 @@ class BpSolver : public Solver
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if (Globals::verbosity > 2) {
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cout << "calculating & updating " << link->toString() << endl;
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}
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calculateFactor2VariableMsg (link);
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calcFactorToVarMsg (link);
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if (calcResidual) {
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link->updateResidual();
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}
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@ -143,7 +138,7 @@ class BpSolver : public Solver
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if (Globals::verbosity > 2) {
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cout << "calculating " << link->toString() << endl;
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}
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calculateFactor2VariableMsg (link);
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calcFactorToVarMsg (link);
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if (calcResidual) {
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link->updateResidual();
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}
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@ -161,7 +156,7 @@ class BpSolver : public Solver
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{
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inline bool operator() (const SpLink* link1, const SpLink* link2)
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{
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return link1->getResidual() > link2->getResidual();
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return link1->residual() > link2->residual();
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}
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};
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@ -63,14 +63,14 @@ CbpSolver::getPosterioriOf (VarId vid)
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if (Globals::logDomain) {
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for (size_t i = 0; i < links.size(); i++) {
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CbpSolverLink* l = static_cast<CbpSolverLink*> (links[i]);
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probs += l->poweredMessage();
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probs += l->powMessage();
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}
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LogAware::normalize (probs);
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Util::exp (probs);
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} else {
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for (size_t i = 0; i < links.size(); i++) {
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CbpSolverLink* l = static_cast<CbpSolverLink*> (links[i]);
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probs *= l->poweredMessage();
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probs *= l->powMessage();
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}
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LogAware::normalize (probs);
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}
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@ -146,7 +146,7 @@ CbpSolver::maxResidualSchedule (void)
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for (SortedOrder::iterator it = sortedOrder_.begin();
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it != sortedOrder_.end(); ++it) {
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cout << " " << setw (30) << left << (*it)->toString();
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cout << "residual = " << (*it)->getResidual() << endl;
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cout << "residual = " << (*it)->residual() << endl;
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}
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}
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@ -155,7 +155,7 @@ CbpSolver::maxResidualSchedule (void)
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if (Globals::verbosity >= 1) {
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cout << "updating " << (*sortedOrder_.begin())->toString() << endl;
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}
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if (link->getResidual() < BpOptions::accuracy) {
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if (link->residual() < BpOptions::accuracy) {
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return;
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}
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link->updateMessage();
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@ -164,11 +164,11 @@ CbpSolver::maxResidualSchedule (void)
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linkMap_.find (link)->second = sortedOrder_.insert (link);
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// update the messages that depend on message source --> destin
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const FacNodes& factorNeighbors = link->getVariable()->neighbors();
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const FacNodes& factorNeighbors = link->varNode()->neighbors();
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for (size_t i = 0; i < factorNeighbors.size(); i++) {
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const SpLinkSet& links = ninf(factorNeighbors[i])->getLinks();
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for (size_t j = 0; j < links.size(); j++) {
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if (links[j]->getVariable() != link->getVariable()) {
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if (links[j]->varNode() != link->varNode()) {
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if (Globals::verbosity > 1) {
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cout << " calculating " << links[j]->toString() << endl;
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}
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@ -181,9 +181,9 @@ CbpSolver::maxResidualSchedule (void)
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}
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// in counting bp, the message that a variable X sends to
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// to a factor F depends on the message that F sent to the X
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const SpLinkSet& links = ninf(link->getFactor())->getLinks();
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const SpLinkSet& links = ninf(link->facNode())->getLinks();
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for (size_t i = 0; i < links.size(); i++) {
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if (links[i]->getVariable() != link->getVariable()) {
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if (links[i]->varNode() != link->varNode()) {
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if (Globals::verbosity > 1) {
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cout << " calculating " << links[i]->toString() << endl;
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}
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@ -199,35 +199,35 @@ CbpSolver::maxResidualSchedule (void)
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void
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CbpSolver::calculateFactor2VariableMsg (SpLink* _link)
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CbpSolver::calcFactorToVarMsg (SpLink* _link)
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{
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CbpSolverLink* link = static_cast<CbpSolverLink*> (_link);
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FacNode* src = link->getFactor();
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const VarNode* dst = link->getVariable();
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FacNode* src = link->facNode();
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const VarNode* dst = link->varNode();
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const SpLinkSet& links = ninf(src)->getLinks();
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// calculate the product of messages that were sent
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// to factor `src', except from var `dst'
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unsigned msgSize = 1;
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for (size_t i = 0; i < links.size(); i++) {
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msgSize *= links[i]->getVariable()->range();
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msgSize *= links[i]->varNode()->range();
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}
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unsigned repetitions = 1;
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Params msgProduct (msgSize, LogAware::multIdenty());
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if (Globals::logDomain) {
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for (size_t i = links.size(); i-- > 0; ) {
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const CbpSolverLink* cl = static_cast<const CbpSolverLink*> (links[i]);
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if ( ! (cl->getVariable() == dst && cl->index() == link->index())) {
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if ( ! (cl->varNode() == dst && cl->index() == link->index())) {
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if (Constants::SHOW_BP_CALCS) {
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cout << " message from " << links[i]->getVariable()->label();
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cout << " message from " << links[i]->varNode()->label();
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cout << ": " ;
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}
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Util::add (msgProduct, getVar2FactorMsg (links[i]), repetitions);
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repetitions *= links[i]->getVariable()->range();
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Util::add (msgProduct, getVarToFactorMsg (links[i]), repetitions);
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repetitions *= links[i]->varNode()->range();
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if (Constants::SHOW_BP_CALCS) {
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cout << endl;
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}
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} else {
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unsigned range = links[i]->getVariable()->range();
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unsigned range = links[i]->varNode()->range();
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Util::add (msgProduct, Params (range, 0.0), repetitions);
|
||||
repetitions *= range;
|
||||
}
|
||||
@ -235,18 +235,18 @@ CbpSolver::calculateFactor2VariableMsg (SpLink* _link)
|
||||
} else {
|
||||
for (size_t i = links.size(); i-- > 0; ) {
|
||||
const CbpSolverLink* cl = static_cast<const CbpSolverLink*> (links[i]);
|
||||
if ( ! (cl->getVariable() == dst && cl->index() == link->index())) {
|
||||
if ( ! (cl->varNode() == dst && cl->index() == link->index())) {
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << " message from " << links[i]->getVariable()->label();
|
||||
cout << " message from " << links[i]->varNode()->label();
|
||||
cout << ": " ;
|
||||
}
|
||||
Util::multiply (msgProduct, getVar2FactorMsg (links[i]), repetitions);
|
||||
repetitions *= links[i]->getVariable()->range();
|
||||
Util::multiply (msgProduct, getVarToFactorMsg (links[i]), repetitions);
|
||||
repetitions *= links[i]->varNode()->range();
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << endl;
|
||||
}
|
||||
} else {
|
||||
unsigned range = links[i]->getVariable()->range();
|
||||
unsigned range = links[i]->varNode()->range();
|
||||
Util::multiply (msgProduct, Params (range, 1.0), repetitions);
|
||||
repetitions *= range;
|
||||
}
|
||||
@ -267,35 +267,35 @@ CbpSolver::calculateFactor2VariableMsg (SpLink* _link)
|
||||
}
|
||||
result.sumOutAllExceptIndex (link->index());
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << " marginalized: " << result.params() << endl;
|
||||
cout << " marginalized: " << result.params() << endl;
|
||||
}
|
||||
link->getNextMessage() = result.params();
|
||||
LogAware::normalize (link->getNextMessage());
|
||||
link->nextMessage() = result.params();
|
||||
LogAware::normalize (link->nextMessage());
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << " curr msg: " << link->getMessage() << endl;
|
||||
cout << " next msg: " << link->getNextMessage() << endl;
|
||||
cout << " curr msg: " << link->message() << endl;
|
||||
cout << " next msg: " << link->nextMessage() << endl;
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
|
||||
Params
|
||||
CbpSolver::getVar2FactorMsg (const SpLink* _link) const
|
||||
CbpSolver::getVarToFactorMsg (const SpLink* _link) const
|
||||
{
|
||||
const CbpSolverLink* link = static_cast<const CbpSolverLink*> (_link);
|
||||
const VarNode* src = link->getVariable();
|
||||
const FacNode* dst = link->getFactor();
|
||||
const VarNode* src = link->varNode();
|
||||
const FacNode* dst = link->facNode();
|
||||
Params msg;
|
||||
if (src->hasEvidence()) {
|
||||
msg.resize (src->range(), LogAware::noEvidence());
|
||||
double value = link->getMessage()[src->getEvidence()];
|
||||
double value = link->message()[src->getEvidence()];
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
msg[src->getEvidence()] = value;
|
||||
cout << msg << "^" << link->nrEdges() << "-1" ;
|
||||
}
|
||||
msg[src->getEvidence()] = LogAware::pow (value, link->nrEdges() - 1);
|
||||
} else {
|
||||
msg = link->getMessage();
|
||||
msg = link->message();
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << msg << "^" << link->nrEdges() << "-1" ;
|
||||
}
|
||||
@ -305,18 +305,18 @@ CbpSolver::getVar2FactorMsg (const SpLink* _link) const
|
||||
if (Globals::logDomain) {
|
||||
for (size_t i = 0; i < links.size(); i++) {
|
||||
CbpSolverLink* cl = static_cast<CbpSolverLink*> (links[i]);
|
||||
if ( ! (cl->getFactor() == dst && cl->index() == link->index())) {
|
||||
if ( ! (cl->facNode() == dst && cl->index() == link->index())) {
|
||||
CbpSolverLink* cl = static_cast<CbpSolverLink*> (links[i]);
|
||||
msg += cl->poweredMessage();
|
||||
msg += cl->powMessage();
|
||||
}
|
||||
}
|
||||
} else {
|
||||
for (size_t i = 0; i < links.size(); i++) {
|
||||
CbpSolverLink* cl = static_cast<CbpSolverLink*> (links[i]);
|
||||
if ( ! (cl->getFactor() == dst && cl->index() == link->index())) {
|
||||
msg *= cl->poweredMessage();
|
||||
if ( ! (cl->facNode() == dst && cl->index() == link->index())) {
|
||||
msg *= cl->powMessage();
|
||||
if (Constants::SHOW_BP_CALCS) {
|
||||
cout << " x " << cl->getNextMessage() << "^" << link->nrEdges();
|
||||
cout << " x " << cl->nextMessage() << "^" << link->nrEdges();
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -335,12 +335,12 @@ CbpSolver::printLinkInformation (void) const
|
||||
for (size_t i = 0; i < links_.size(); i++) {
|
||||
CbpSolverLink* cl = static_cast<CbpSolverLink*> (links_[i]);
|
||||
cout << cl->toString() << ":" << endl;
|
||||
cout << " curr msg = " << cl->getMessage() << endl;
|
||||
cout << " next msg = " << cl->getNextMessage() << endl;
|
||||
cout << " curr msg = " << cl->message() << endl;
|
||||
cout << " next msg = " << cl->nextMessage() << endl;
|
||||
cout << " index = " << cl->index() << endl;
|
||||
cout << " nr edges = " << cl->nrEdges() << endl;
|
||||
cout << " powered = " << cl->poweredMessage() << endl;
|
||||
cout << " residual = " << cl->getResidual() << endl;
|
||||
cout << " powered = " << cl->powMessage() << endl;
|
||||
cout << " residual = " << cl->residual() << endl;
|
||||
}
|
||||
}
|
||||
|
||||
|
@ -17,13 +17,12 @@ class CbpSolverLink : public SpLink
|
||||
|
||||
unsigned nrEdges (void) const { return nrEdges_; }
|
||||
|
||||
const Params& poweredMessage (void) const { return pwdMsg_; }
|
||||
const Params& powMessage (void) const { return pwdMsg_; }
|
||||
|
||||
void updateMessage (void)
|
||||
{
|
||||
pwdMsg_ = *nextMsg_;
|
||||
swap (currMsg_, nextMsg_);
|
||||
msgSended_ = true;
|
||||
LogAware::pow (pwdMsg_, nrEdges_);
|
||||
}
|
||||
|
||||
@ -54,9 +53,9 @@ class CbpSolver : public BpSolver
|
||||
|
||||
void maxResidualSchedule (void);
|
||||
|
||||
void calculateFactor2VariableMsg (SpLink*);
|
||||
void calcFactorToVarMsg (SpLink*);
|
||||
|
||||
Params getVar2FactorMsg (const SpLink*) const;
|
||||
Params getVarToFactorMsg (const SpLink*) const;
|
||||
|
||||
void printLinkInformation (void) const;
|
||||
|
||||
|
Reference in New Issue
Block a user