void MLPBackpropagationTrainingSettings::initMLPBTS(unsigned int epochs, double MSEmin, double RMSEmin, double CEmin, double learningRate, MultilayerPerceptron::StopCondition em) { setMaxEpochs(epochs); setMinMSE(MSEmin); setMinRMSE(RMSEmin); setMinCE(CEmin); setLearningRate(learningRate); setStopParameter(em); }
void MLPBackpropagationTrainingSettings::initMLPBTS(unsigned int epochs, MultilayerPerceptron::StopCondition em, double emValue, double learningRate) { setMaxEpochs(epochs); setStopParameter(em); setMinMSE(emValue); setMinRMSE(emValue); setMinCE(emValue); // setStopParameterValue(emValue); setLearningRate(learningRate); }
MLPBackpropagationTrainingSettings MLPBackpropagationTrainingSettings::operator=(const MLPBackpropagationTrainingSettings &mlpbp) { setLearningRate(mlpbp.getLearningRate()); setMaxEpochs(mlpbp.getMaxEpochs()); setMinCE(mlpbp.getMinCE()); setMinMSE(mlpbp.getMinMSE()); setMinRMSE(mlpbp.getMinRMSE()); setStopParameter(mlpbp.getStopParameter()); return *this; }
void ViTrainer::clear() { setNetwork(NULL); setLearningRate(DEFAULT_LEARNING_RATE); setIterationLimit(0); //Unlimited setErrorLimit(0); mCurrentIteration = -1; mCurrentError = 1; viDeleteAll(mErrorFunctions); }
bool ViTrainer::importData(ViElement element) { if(element.name() != "trainer") { element = element.child("trainer"); if(element.name() != "trainer") { return false; } } ViElement theName = element.child("name"); if(theName.isNull()) { return false; } if(theName.toString() != name("Trainer")) { return false; } ViElement limit = element.child("iterationlimit"); if(limit.isNull()) { LOG("The iteration limit could not be imported", QtCriticalMsg); } else { setIterationLimit(limit.toInt()); } limit = element.child("errorlimit"); if(limit.isNull()) { LOG("The error limit could not be imported", QtCriticalMsg); } else { setErrorLimit(limit.toReal()); } limit = element.child("learningrate"); if(limit.isNull()) { LOG("The learning could not be imported", QtCriticalMsg); } else { setLearningRate(limit.toReal()); } addErrorFunction(ViErrorFunctionManager::create(element)); return true; }
bool cvzMmcm_IDL::read(yarp::os::ConnectionReader& connection) { yarp::os::idl::WireReader reader(connection); reader.expectAccept(); if (!reader.readListHeader()) { reader.fail(); return false; } yarp::os::ConstString tag = reader.readTag(); bool direct = (tag=="__direct__"); if (direct) tag = reader.readTag(); while (!reader.isError()) { // TODO: use quick lookup, this is just a test if (tag == "start") { start(); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(0)) return false; } reader.accept(); return true; } if (tag == "pause") { pause(); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(0)) return false; } reader.accept(); return true; } if (tag == "quit") { bool _return; _return = quit(); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeBool(_return)) return false; } reader.accept(); return true; } if (tag == "setLearningRate") { double l; if (!reader.readDouble(l)) { reader.fail(); return false; } setLearningRate(l); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(0)) return false; } reader.accept(); return true; } if (tag == "getLearningRate") { double _return; _return = getLearningRate(); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeDouble(_return)) return false; } reader.accept(); return true; } if (tag == "setSigma") { double s; if (!reader.readDouble(s)) { reader.fail(); return false; } setSigma(s); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(0)) return false; } reader.accept(); return true; } if (tag == "getSigma") { double _return; _return = getSigma(); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeDouble(_return)) return false; } reader.accept(); return true; } if (tag == "getActivity") { int32_t x; int32_t y; int32_t z; if (!reader.readI32(x)) { reader.fail(); return false; } if (!reader.readI32(y)) { reader.fail(); return false; } if (!reader.readI32(z)) { reader.fail(); return false; } double _return; _return = getActivity(x,y,z); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeDouble(_return)) return false; } reader.accept(); return true; } if (tag == "saveWeightsToFile") { std::string path; if (!reader.readString(path)) { reader.fail(); return false; } bool _return; _return = saveWeightsToFile(path); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeBool(_return)) return false; } reader.accept(); return true; } if (tag == "loadWeightsFromFile") { std::string path; if (!reader.readString(path)) { reader.fail(); return false; } bool _return; _return = loadWeightsFromFile(path); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeBool(_return)) return false; } reader.accept(); return true; } if (tag == "saveRF") { std::string path; if (!reader.readString(path)) { reader.fail(); return false; } bool _return; _return = saveRF(path); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(1)) return false; if (!writer.writeBool(_return)) return false; } reader.accept(); return true; } if (tag == "help") { std::string functionName; if (!reader.readString(functionName)) { functionName = "--all"; } std::vector<std::string> _return=help(functionName); yarp::os::idl::WireWriter writer(reader); if (!writer.isNull()) { if (!writer.writeListHeader(2)) return false; if (!writer.writeTag("many",1, 0)) return false; if (!writer.writeListBegin(BOTTLE_TAG_INT, static_cast<uint32_t>(_return.size()))) return false; std::vector<std::string> ::iterator _iterHelp; for (_iterHelp = _return.begin(); _iterHelp != _return.end(); ++_iterHelp) { if (!writer.writeString(*_iterHelp)) return false; } if (!writer.writeListEnd()) return false; } reader.accept(); return true; } if (reader.noMore()) { reader.fail(); return false; } yarp::os::ConstString next_tag = reader.readTag(); if (next_tag=="") break; tag = tag + "_" + next_tag; } return false; }