public void AddModel(NetModelBase paModel, DataSetModel paTrainingDataSet, GpuCard paGpuCard)
{
var model = new TrainingModel(paModel, paTrainingDataSet, paGpuCard);
model.PropertyChanged += ModelOnPropertyChanged;
TrainingModels.Add(model);
}
private TModel ParseModel <TModel>(string paJson) where TModel : NetModelBase
{
try
{
return(NetModelBase.FromJsonToInstance <TModel>(paJson));
}
catch (Exception e)
{
Debug.WriteLine(e);
return(default(TModel));
}
}
private TrainedNetModel ParseTrainedModel(string paJson)
{
try
{
var model = NetModelBase.FromJsonToInstance <TrainedNetModel>(paJson);
if (model?.DataSetMetaData?.ClassLabels?.Any() != true)
{
NotifyUser.NotifyUserByNotification(new Notification()
{
Title = "Invalid model",
Message = "This model doesn't seems to have valid dataset metadata. Please make sure this file is not corrupted."
});
return(null);
}
return(model);
}
catch (Exception e)
{
NotifyUser.NotifyUserByMessage("Something bad happend during model loading.", e);
Debug.WriteLine(e);
return(default(TrainedNetModel));
}
}
public bool CanExecute(object parameter)
{
return((NetModelBase = parameter as NetModelBase) != null);
}