/** @copydoc LayerParameterBase::Clone */
public override LayerParameterBase Clone()
{
LossParameter p = new LossParameter();
p.Copy(this);
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
LossParameter p = (LossParameter)src;
m_nIgnoreLabel = p.m_nIgnoreLabel;
m_normalization = p.m_normalization;
m_bNormalize = p.m_bNormalize;
}
/** @copydoc LayerParameterBase::Load */
public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
LossParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}
/// <summary>
/// Parses the parameter from a RawProto.
/// </summary>
/// <param name="rp">Specifies the RawProto to parse.</param>
/// <returns>A new instance of the parameter is returned.</returns>
public static LossParameter FromProto(RawProto rp)
{
string strVal;
LossParameter p = new LossParameter();
p.ignore_label = (int?)rp.FindValue("ignore_label", typeof(int));
if ((strVal = rp.FindValue("normalization")) != null)
{
switch (strVal)
{
case "FULL":
p.normalization = NormalizationMode.FULL;
break;
case "VALID":
p.normalization = NormalizationMode.VALID;
break;
case "BATCH_SIZE":
p.normalization = NormalizationMode.BATCH_SIZE;
break;
case "NONE":
p.normalization = NormalizationMode.NONE;
break;
default:
throw new Exception("Unknown 'normalization' value: " + strVal);
}
}
if ((strVal = rp.FindValue("normalize")) != null)
{
p.normalize = bool.Parse(strVal);
}
return(p);
}