/// <inheritdoc />
public virtual object DeepCopy()
{
Network copy = new Network(Name);
copy.Architecture = (INetworkArchitecture)Architecture.DeepCopy();
if (_initialised)
{
copy.Initialise(_associatedHandler);
for (int i = 0; i < _orderedLayerBuffers.Count; i++)
{
InternalLayerBuffer originalBuffer = _orderedLayerBuffers[i];
InternalLayerBuffer copyBuffer = copy._orderedLayerBuffers[i];
foreach (string parameterIdentifier in originalBuffer.Parameters.Keys.ToArray())
{
object value = originalBuffer.Parameters[parameterIdentifier];
IDeepCopyable deepCopyableValue = value as IDeepCopyable;
object copiedValue;
// copy and copy efficiently by any means possible
if (deepCopyableValue == null)
{
ICloneable cloneableValue = value as ICloneable;
copiedValue = cloneableValue?.Clone() ?? value;
}
else
{
INDArray asNDArray = value as INDArray;
if (asNDArray != null)
{
_associatedHandler.Fill(asNDArray, copyBuffer.Parameters.Get <INDArray>(parameterIdentifier));
copiedValue = copyBuffer.Parameters.Get <INDArray>(parameterIdentifier);
}
else
{
copiedValue = deepCopyableValue.DeepCopy();
}
}
copyBuffer.Parameters[parameterIdentifier] = copiedValue;
}
}
}
copy.UpdateRegistry();
return(copy);
}