public void Finish()
{
if (!LoggingInProgress)
{
throw new Exception("There is no logging in progress.");
}
LoggingInProgress = false;
EndTime = DateTime.Now;
CurrentLogItem.TrainingTimeInMilliseconds = (EndTime - StartTime).TotalMilliseconds;
LogItems.Add(CurrentLogItem);
CurrentLogItem = null;
WriteToLogFile();
}
public void Start(int trainingSize, int testingSize, int epochs, double lambda, int hiddenNeurons, string function)
{
if (LoggingInProgress)
{
throw new Exception("There is already logging in progress.");
}
CurrentLogItem = new ANNLogItem
{
TrainingSetSize = trainingSize,
TestSetSize = testingSize,
NumberOfEpochs = epochs,
Lambda = lambda,
NumberOfHiddenNeurons = hiddenNeurons,
Function = function
};
StartTime = DateTime.Now;
LoggingInProgress = true;
}