/** @copydoc LayerParameterBase::Clone */
public override LayerParameterBase Clone()
{
RecurrentParameter p = new RecurrentParameter();
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 RecurrentParameter FromProto(RawProto rp)
{
string strVal;
RecurrentParameter p = new RecurrentParameter();
((EngineParameter)p).Copy(EngineParameter.FromProto(rp));
if ((strVal = rp.FindValue("num_output")) != null)
{
p.num_output = 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("debug_info")) != null)
{
p.debug_info = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("expose_hidden")) != null)
{
p.expose_hidden = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("dropout_ratio")) != null)
{
p.dropout_ratio = ParseDouble(strVal);
}
if ((strVal = rp.FindValue("dropout_seed")) != null)
{
p.dropout_seed = long.Parse(strVal);
}
if ((strVal = rp.FindValue("num_layers")) != null)
{
p.num_layers = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("cudnn_enable_tensor_cores")) != null)
{
p.cudnn_enable_tensor_cores = bool.Parse(strVal);
}
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
RecurrentParameter p = (RecurrentParameter)src;
m_nNumOutput = p.num_output;
m_weight_filler = p.weight_filler.Clone();
m_bias_filler = p.bias_filler.Clone();
m_bDebugInfo = p.debug_info;
m_bExposeHidden = p.expose_hidden;
}
/** @copydoc LayerParameterBase::Load */
public override object Load(BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
RecurrentParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
base.Copy(src);
if (src is RecurrentParameter)
{
RecurrentParameter p = (RecurrentParameter)src;
m_nNumOutput = p.num_output;
m_weight_filler = p.weight_filler.Clone();
m_bias_filler = p.bias_filler.Clone();
m_bDebugInfo = p.debug_info;
m_bExposeHidden = p.expose_hidden;
m_dfDropoutRatio = p.dropout_ratio;
m_lDropoutSeed = p.dropout_seed;
m_nNumLayers = p.num_layers;
}
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
base.Copy(src);
if (src is RecurrentParameter)
{
RecurrentParameter p = (RecurrentParameter)src;
m_nNumOutput = p.num_output;
m_weight_filler = p.weight_filler.Clone();
m_bias_filler = p.bias_filler.Clone();
m_bDebugInfo = p.debug_info;
m_bExposeHiddenInput = p.expose_hidden_input;
m_bExposeHiddenOutput = p.expose_hidden_output;
m_dfDropoutRatio = p.dropout_ratio;
m_lDropoutSeed = p.dropout_seed;
m_nNumLayers = p.num_layers;
m_bBidirectional = p.bidirectional;
m_bCudnnEnableTensorCores = p.m_bCudnnEnableTensorCores;
}
}
/// <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 RecurrentParameter FromProto(RawProto rp)
{
string strVal;
RecurrentParameter p = new RecurrentParameter();
if ((strVal = rp.FindValue("num_output")) != null)
{
p.num_output = 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("debug_info")) != null)
{
p.debug_info = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("expose_hidden")) != null)
{
p.expose_hidden = bool.Parse(strVal);
}
return(p);
}