/** @copydoc LayerParameterBase::Clone */
public override LayerParameterBase Clone()
{
LSTMAttentionParameter p = new LSTMAttentionParameter();
p.Copy(this);
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
LSTMAttentionParameter p = (LSTMAttentionParameter)src;
m_nNumOutput = p.m_nNumOutput;
m_nNumIpOutput = p.m_nNumIpOutput;
m_dfClippingThreshold = p.m_dfClippingThreshold;
m_fillerWeights = p.m_fillerWeights.Clone();
m_fillerBias = p.m_fillerBias.Clone();
m_bEnableClockworkForgetGateBias = p.m_bEnableClockworkForgetGateBias;
m_bEnableAttention = p.m_bEnableAttention;
}
/** @copydoc LayerParameterBase::Load */
public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
LSTMAttentionParameter 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 LSTMAttentionParameter FromProto(RawProto rp)
{
string strVal;
LSTMAttentionParameter p = new LSTMAttentionParameter();
if ((strVal = rp.FindValue("num_output")) != null)
{
p.num_output = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("num_output_ip")) != null)
{
p.num_output_ip = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("clipping_threshold")) != null)
{
p.clipping_threshold = ParseDouble(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("enable_clockwork_forgetgate_bias")) != null)
{
p.enable_clockwork_forgetgate_bias = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("enable_attention")) != null)
{
p.enable_attention = bool.Parse(strVal);
}
return(p);
}
