/** @copydoc KernelParameter::Clone */
public override LayerParameterBase Clone()
{
PoolingParameter p = new PoolingParameter();
p.Copy(this);
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 PoolingParameter FromProto(RawProto rp)
{
string strVal;
PoolingParameter p = new PoolingParameter();
((KernelParameter)p).Copy(KernelParameter.FromProto(rp));
if ((strVal = rp.FindValue("pool")) != null)
{
switch (strVal)
{
case "MAX":
p.pool = PoolingMethod.MAX;
break;
case "AVE":
p.pool = PoolingMethod.AVE;
break;
case "STOCHASTIC":
p.pool = PoolingMethod.STOCHASTIC;
break;
default:
throw new Exception("Unknown pooling 'method' value: " + strVal);
}
}
if ((strVal = rp.FindValue("global_pooling")) != null)
{
p.global_pooling = bool.Parse(strVal);
}
return(p);
}
/** @copydoc KernelParameter::Copy */
public override void Copy(LayerParameterBase src)
{
base.Copy(src);
if (src is PoolingParameter)
{
PoolingParameter p = (PoolingParameter)src;
m_pool = p.m_pool;
m_bGlobalPooling = p.m_bGlobalPooling;
}
}
/// <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 UnPoolingParameter FromProto(RawProto rp)
{
UnPoolingParameter p = new UnPoolingParameter();
((PoolingParameter)p).Copy(PoolingParameter.FromProto(rp));
p.m_rgUnpool = rp.FindArray <uint>("unpool_size");
p.m_nUnPoolH = (uint?)rp.FindValue("unpool_h", typeof(uint));
p.m_nUnPoolW = (uint?)rp.FindValue("unpool_w", typeof(uint));
return(p);
}
/** @copydoc KernelParameter::Load */
public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
PoolingParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}