/** @copydoc LayerParameterBase::Clone */
public override LayerParameterBase Clone()
{
BatchNormParameter p = new BatchNormParameter();
p.Copy(this);
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
base.Copy(src);
if (src is BatchNormParameter)
{
BatchNormParameter p = (BatchNormParameter)src;
m_bUseGlobalStats = p.m_bUseGlobalStats;
m_dfEps = p.m_dfEps;
m_dfMovingAverageFraction = p.m_dfMovingAverageFraction;
m_bScaleBias = p.m_bScaleBias;
m_biasFiller = p.m_biasFiller;
if (p.m_scaleFiller != null)
{
m_scaleFiller = p.m_scaleFiller.Clone();
}
else
{
m_scaleFiller = null;
}
if (p.m_biasFiller != null)
{
m_biasFiller = p.m_biasFiller.Clone();
}
else
{
m_biasFiller = null;
}
}
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
BatchNormParameter p = (BatchNormParameter)src;
p.m_bUseGlobalStats = m_bUseGlobalStats;
p.m_dfEps = m_dfEps;
p.m_dfMovingAverageFraction = m_dfMovingAverageFraction;
}
/** @copydoc LayerParameterBase::Load */
public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
BatchNormParameter 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 new BatchNormParameter FromProto(RawProto rp)
{
string strVal;
BatchNormParameter p = new BatchNormParameter();
((EngineParameter)p).Copy(EngineParameter.FromProto(rp));
if ((strVal = rp.FindValue("use_global_stats")) != null)
{
p.use_global_stats = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("moving_average_fraction")) != null)
{
p.moving_average_fraction = double.Parse(strVal);
}
if ((strVal = rp.FindValue("eps")) != null)
{
p.eps = double.Parse(strVal);
}
if ((strVal = rp.FindValue("scale_bias")) != null)
{
p.scale_bias = bool.Parse(strVal);
RawProto rp1;
if ((rp1 = rp.FindChild("scale_filler")) != null)
{
p.scale_filler = FillerParameter.FromProto(rp1);
}
if ((rp1 = rp.FindChild("bias_filler")) != null)
{
p.bias_filler = FillerParameter.FromProto(rp1);
}
}
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 BatchNormParameter FromProto(RawProto rp)
{
string strVal;
BatchNormParameter p = new BatchNormParameter();
if ((strVal = rp.FindValue("use_global_stats")) != null)
{
p.use_global_stats = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("moving_average_fraction")) != null)
{
p.moving_average_fraction = double.Parse(strVal);
}
if ((strVal = rp.FindValue("eps")) != null)
{
p.eps = double.Parse(strVal);
}
return(p);
}