public void AddModel(NetModelBase paModel, DataSetModel paTrainingDataSet, GpuCard paGpuCard)
{
var model = new TrainingModel(paModel, paTrainingDataSet, paGpuCard);
model.PropertyChanged += ModelOnPropertyChanged;
TrainingModels.Add(model);
}
public override INetwork GetNetwork(GpuCard paGpuCard, DataSetModel paDataSetModel)
{
var model = this.GenerateModel().ConfigurationModel;
try
{
model.ValidateModel();
return(model.GenerateNetwork());
}
catch (Exception)
{
return(null);
}
}
public override INetwork GetNetwork(GpuCard paGpuCard, DataSetModel paDataSetModel)
{
if (DataSetMetaData.IsCompatible(paDataSetModel.MetaData) == false)
{
return(null);
}
if (paGpuCard != null)
{
ConfigurationModel.UseGpuCard(paGpuCard);
}
var network = ConfigurationModel.GenerateNetwork();
GeneratedNetworkType = ConfigurationModel.NetworkTypeName;
return(network);
}
public override INetwork GetNetwork(GpuCard paGpuCard, DataSetModel paDataSetModel)
{
var metaData = paDataSetModel.MetaData;
var model = (NeuralNetConfigurationModel)ConfigurationModel.Clone();
model.InitInputAndOutput(metaData.Width, metaData.Height, metaData.Deep, metaData.OutputSize);
if (paGpuCard != null && paGpuCard is NullGpu == false)
{
model.UseGpuCard(paGpuCard);
}
var network = model.GenerateNetwork();
GeneratedNetworkType = model.NetworkTypeName;
return(network);
}
public abstract INetwork GetNetwork(GpuCard paGpuCard, DataSetModel paDataSetModel);
public override INetwork GetNetwork(GpuCard paGpuCard, DataSetModel dataSetModel)
{
throw new System.NotImplementedException();
}