/// <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::FromProto */
public static new ConvolutionParameter FromProto(RawProto rp)
{
string strVal;
ConvolutionParameter p = new ConvolutionParameter();
((KernelParameter)p).Copy(KernelParameter.FromProto(rp));
if ((strVal = rp.FindValue("num_output")) != null)
{
p.num_output = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("bias_term")) != null)
{
p.bias_term = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("group")) != null)
{
p.group = uint.Parse(strVal);
}
RawProto rpWeightFiller = rp.FindChild("weight_filler");
if (rpWeightFiller != null)
{
p.weight_filler = FillerParameter.FromProto(rpWeightFiller);
}
RawProto rpBiasFiller = rp.FindChild("bias_filler");
if (rpBiasFiller != null)
{
p.bias_filler = FillerParameter.FromProto(rpBiasFiller);
}
if ((strVal = rp.FindValue("axis")) != null)
{
p.axis = int.Parse(strVal);
}
if ((strVal = rp.FindValue("force_nd_im2col")) != null)
{
p.force_nd_im2col = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("cudnn_workspace_limit")) != null)
{
p.cudnn_workspace_limit = int.Parse(strVal);
}
if ((strVal = rp.FindValue("cudnn_worspace_allow_on_groups")) != null)
{
p.cudnn_workspace_allow_on_groups = bool.Parse(strVal);
}
return(p);
}
