public override XmlElement Save(XmlDocument doc, object o)
{
if (o == null)
{
return(null);
}
if (!(o is Trainer trainer))
{
throw new Exception("Codec must be Trainer!");
}
var el = GetRootElement(doc);
XmlStorage.AddChild(el, "Mission", trainer.Mission);
XmlStorage.AddChild(el, "BatchSize", trainer.BatchSize);
XmlStorage.AddChild(el, "Epoch", trainer.Epoch);
XmlStorage.AddChild(el, "RandomBatch", trainer.RandomBatch.ToString());
XmlStorage.AddChild(el, "PrintSteps", trainer.PrintSteps);
XmlStorage.AddChild(el, "LastTrainLoss", trainer.LastTrainLoss);
XmlStorage.AddChild(el, "LastTrainAccuracy", trainer.LastTrainAccuracy);
XmlStorage.AddChild(el, "LastTestLoss", trainer.LastTestLoss);
XmlStorage.AddChild(el, "LastTestAccuracy", trainer.LastTestAccuracy);
XmlStorage.AddObjectChild(el, "PreProcessor", trainer.PreProcessor);
XmlStorage.AddObjectChild(el, "LabelCodec", trainer.LabelCodec);
XmlStorage.AddObjectChild(el, "Normalizer", trainer.Normalizer);
XmlStorage.AddObjectChild(el, "Model", trainer.Model);
return(el);
}
public override XmlElement Save(XmlDocument doc, object o)
{
if (!(o is GradientDescent gd))
{
throw new Exception("object must be GridentDescent");
}
var el = GetRootElement(doc);
XmlStorage.AddChild(el, "LearningRate", gd.LearningRate);
return(el);
}
public override XmlElement Save(XmlDocument doc, object o)
{
if (!(o is Lasso ridge))
{
throw new Exception("object must be Lasso");
}
var el = GetRootElement(doc);
XmlStorage.AddChild(el, "Strength", ridge.Strength);
return(el);
}
public override XmlElement Save(XmlDocument doc, object o)
{
if (!(o is Adam adam))
{
throw new Exception("object must be GridentDescent");
}
var el = GetRootElement(doc);
XmlStorage.AddChild(el, "Alpha", adam.Alpha);
XmlStorage.AddChild(el, "Beta1", adam.Beta1);
XmlStorage.AddChild(el, "Beta2", adam.Beta2);
return(el);
}
public override XmlElement Save(XmlDocument doc, object o)
{
if (o == null)
{
return(null);
}
if (!(o is ZScoreNorm norm))
{
throw new Exception("Codec must be OneHotCodec!");
}
var el = GetRootElement(doc);
XmlStorage.AddChild(el, "Mean", norm.Mean);
XmlStorage.AddChild(el, "Delta", norm.Delta);
return(el);
}