public Network(string filename)
: this()
{
Filename = filename;
Trainer = new Trainer(Filename);
CreateLayers();
ConnectLayers();
Metrics = new PerformanceMetrics();
Trainer.NextCase(Ip, 0);
ScreenUpdateData.DataChanged();
}
public void TrainCase()
{
if (Trainer.CurrCaseNum == 0 && Trainer.CurrCaseNum != Trainer.LastCaseNum) //new epoch
{
statsInitialiseEpoch();
}
Lr.Update();
statsUpdate_Case();
//when back at case 0 - perform epoch end tasks
if (Trainer.CurrCaseNum == Trainer.NumCases - 1)
{
statsUpdate_Epoch();
adjustNetworkParams();
}
ScreenUpdateData.DataChanged();
}