public string ExportToString()
{
var serializer = new XmlCallbackSerializer(typeof(Problem), new Type[] {
typeof(NetworkArchitecture),
typeof(ActivationLayer), typeof(Convolution1DLayer), typeof(Convolution2DLayer),
typeof(Convolution3DLayer), typeof(DenseLayer),
typeof(BatchNormalizationLayer), typeof(LinearTransformationLayer),
typeof(DropoutLayer), typeof(FlattenLayer), typeof(ReshapeLayer), typeof(MergeLayer),
typeof(ActivationFunctionParameter), typeof(DoubleParameter), typeof(IntParameter),
typeof(IntTuple2DParameter), typeof(IntTuple3DParameter), typeof(IntTuple4DParameter)
});
using (var sw = new System.IO.StringWriter())
{
using (XmlWriter writer = XmlWriter.Create(sw, new XmlWriterSettings()
{
OmitXmlDeclaration = true, Indent = true
}))
{
serializer.Serialize(writer, this);
}
return(sw.ToString());
}
}
public static Problem Import(string content, List <InputData> inputs)
{
var serializer = new XmlCallbackSerializer(typeof(Problem), new Type[] {
typeof(NetworkArchitecture),
typeof(ActivationLayer), typeof(Convolution1DLayer), typeof(Convolution2DLayer), typeof(Convolution3DLayer), typeof(DenseLayer),
typeof(DropoutLayer), typeof(FlattenLayer), typeof(ReshapeLayer), typeof(MergeLayer),
typeof(BatchNormalizationLayer), typeof(LinearTransformationLayer),
typeof(ActivationFunctionParameter), typeof(DoubleParameter), typeof(IntParameter),
typeof(IntTuple2DParameter), typeof(IntTuple3DParameter), typeof(IntTuple4DParameter)
});
using (var sr = new System.IO.StringReader(content))
{
using (XmlReader reader = XmlReader.Create(sr))
{
Problem result;
try
{
result = serializer.Deserialize(reader) as Problem;
}
catch
{
result = new Problem();
}
foreach (var input in result.Inputs)
{
foreach (var oldInput in inputs)
{
if (input.ID.Equals(oldInput.ID))
{
input.Description = oldInput.Description;
inputs.Remove(oldInput);
break;
}
}
}
foreach (var item in inputs)
{
result.Inputs.Add(item);
}
return(result);
}
}
}
