public override object Load(XmlNode node)
{
if (node == null)
{
return(null);
}
var model = XmlStorage.GetObjectValue <IModel>(node, "Model");
var batchSize = XmlStorage.GetIntValue(node, "BatchSize");
var epoch = XmlStorage.GetIntValue(node, "Epoch");
var randomBatch = bool.Parse(XmlStorage.GetStringValue(node, "RandomBatch"));
var result = (Trainer)Activator.CreateInstance(Type, model, batchSize, epoch, randomBatch);
result.Mission = XmlStorage.GetStringValue(node, "Mission");
result.PrintSteps = XmlStorage.GetIntValue(node, "PrintSteps");
result.LastTrainLoss = XmlStorage.GetDoubleValue(node, "LastTrainLoss");
result.LastTrainAccuracy = XmlStorage.GetDoubleValue(node, "LastTrainAccuracy");
result.LastTestLoss = XmlStorage.GetDoubleValue(node, "LastTestLoss");
result.LastTestAccuracy = XmlStorage.GetDoubleValue(node, "LastTestAccuracy");
result.PreProcessor = XmlStorage.GetObjectValue <IPreProcessor>(node, "PreProcessor");
result.LabelCodec = XmlStorage.GetObjectValue <DiscreteCodec>(node, "LabelCodec");
result.Normalizer = XmlStorage.GetObjectValue <INormalizer>(node, "Normalizer");
return(result);
}
public override object Load(XmlNode node)
{
var result = (Adam)Activator.CreateInstance(Type);
result.Alpha = XmlStorage.GetDoubleValue(node, "Alpha");
result.Beta1 = XmlStorage.GetDoubleValue(node, "Beta1");
result.Beta2 = XmlStorage.GetDoubleValue(node, "Beta2");
return(result);
}
public override object Load(XmlNode node)
{
if (node == null)
{
return(null);
}
var mean = XmlStorage.GetDoubleValue(node, "Mean");
var delta = XmlStorage.GetDoubleValue(node, "Delta");
return(Activator.CreateInstance(Type, mean, delta));
}
public override object Load(XmlNode node)
{
var learningRate = XmlStorage.GetDoubleValue(node, "LearningRate");
return(Activator.CreateInstance(Type, learningRate));
}
public override object Load(XmlNode node)
{
var strength = XmlStorage.GetDoubleValue(node, "Strength");
return(Activator.CreateInstance(Type, strength));
}