//Methods
/// <summary>
/// Checks consistency
/// </summary>
protected override void Check()
{
if (NumOfNeurons < 1)
{
throw new ArgumentException($"Invalid NumOfNeurons {NumOfNeurons.ToString(CultureInfo.InvariantCulture)}. NumOfNeurons must be GT 0.", "NumOfNeurons");
}
if (!FeedForwardNetworkSettings.IsAllowedActivation(ActivationCfg, out _))
{
throw new ArgumentException($"Specified ActivationCfg can't be used in the hidden layer of a FF network. Activation function has to be stateless and has to support derivative calculation.", "ActivationCfg");
}
return;
}
//Methods
/// <inheritdoc/>
protected override void Check()
{
if (NumOfNeurons < 1)
{
throw new ArgumentException($"Invalid NumOfNeurons {NumOfNeurons.ToString(CultureInfo.InvariantCulture)}. NumOfNeurons must be GT 0.", "NumOfNeurons");
}
if (!FeedForwardNetwork.IsAllowedHiddenAF(ActivationCfg))
{
throw new ArgumentException($"Specified activation function can't be used in the hidden layer of a FF network.", "ActivationCfg");
}
return;
}
/// <summary>
/// Generates xml element containing the settings.
/// </summary>
/// <param name="rootElemName">Name to be used as a name of the root element.</param>
/// <param name="suppressDefaults">Specifies whether to ommit optional nodes having set default values</param>
/// <returns>XElement containing the settings</returns>
public override XElement GetXml(string rootElemName, bool suppressDefaults)
{
return(Validate(new XElement(rootElemName, new XAttribute("neurons", NumOfNeurons.ToString(CultureInfo.InvariantCulture)),
ActivationCfg.GetXml(suppressDefaults)),
XsdTypeName));
}