/// <summary>
/// Parses the parameter from a RawProto.
/// </summary>
/// <param name="rp">Specifies the RawProto to parse.</param>
/// <param name="p">Optionally, specifies an instance to load. If <i>null</i>, a new instance is created and loaded.</param>
/// <returns>A new instance of the parameter is returned.</returns>
public static DataNoiseParameter FromProto(RawProto rp, DataNoiseParameter p = null)
{
string strVal;
if (p == null)
{
p = new DataNoiseParameter();
}
if ((strVal = rp.FindValue("use_noisy_mean")) != null)
{
p.use_noisy_mean = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("noise_data_label")) != null)
{
p.noise_data_label = int.Parse(strVal);
}
if ((strVal = rp.FindValue("noisy_data_path")) != null)
{
p.noisy_save_path_persist = strVal;
}
RawProto rpNoiseFiller = rp.FindChild("noise_filler");
if (rpNoiseFiller != null)
{
p.noise_filler = FillerParameter.FromProto(rpNoiseFiller);
}
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 AttentionParameter FromProto(RawProto rp)
{
string strVal;
AttentionParameter p = new AttentionParameter();
if ((strVal = rp.FindValue("axis")) != null)
{
p.axis = int.Parse(strVal);
}
if ((strVal = rp.FindValue("dim")) != null)
{
p.dim = 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);
}
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 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);
}
/// <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 InnerProductParameter FromProto(RawProto rp)
{
string strVal;
InnerProductParameter p = new InnerProductParameter();
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);
}
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("transpose")) != null)
{
p.transpose = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("min_top_axes")) != null)
{
p.min_top_axes = int.Parse(strVal);
}
if ((strVal = rp.FindValue("enable_noise")) != null)
{
p.enable_noise = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("sigma_init")) != null)
{
p.sigma_init = double.Parse(strVal);
}
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);
}
/// <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 PReLUParameter FromProto(RawProto rp)
{
string strVal;
PReLUParameter p = new PReLUParameter();
RawProto rpFiller = rp.FindChild("filler");
if (rpFiller != null)
{
p.m_filler = FillerParameter.FromProto(rpFiller);
}
if ((strVal = rp.FindValue("channel_shared")) != null)
{
p.channel_shared = bool.Parse(strVal);
}
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 ScaleParameter FromProto(RawProto rp)
{
string strVal;
ScaleParameter p = new ScaleParameter();
if ((strVal = rp.FindValue("bias_term")) != null)
{
p.bias_term = bool.Parse(strVal);
}
RawProto rpBiasFiller = rp.FindChild("bias_filler");
if (rpBiasFiller != null)
{
p.bias_filler = FillerParameter.FromProto(rpBiasFiller);
}
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 BiasParameter FromProto(RawProto rp)
{
string strVal;
BiasParameter p = new BiasParameter();
if ((strVal = rp.FindValue("axis")) != null)
{
p.axis = int.Parse(strVal);
}
if ((strVal = rp.FindValue("num_axes")) != null)
{
p.num_axes = int.Parse(strVal);
}
if ((rp = rp.FindChild("filler")) != null)
{
p.m_filler = FillerParameter.FromProto(rp);
}
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 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);
}
/// <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 DummyDataParameter FromProto(RawProto rp)
{
DummyDataParameter p = new DummyDataParameter();
RawProtoCollection rgp;
rgp = rp.FindChildren("data_filler");
foreach (RawProto child in rgp)
{
p.data_filler.Add(FillerParameter.FromProto(child));
}
rgp = rp.FindChildren("shape");
foreach (RawProto child in rgp)
{
p.shape.Add(BlobShape.FromProto(child));
}
p.num = rp.FindArray <uint>("num");
p.channels = rp.FindArray <uint>("channels");
p.height = rp.FindArray <uint>("height");
p.width = rp.FindArray <uint>("width");
string strVal;
if ((strVal = rp.FindValue("primary_data")) != null)
{
p.primary_data = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("force_refill")) != null)
{
p.force_refill = bool.Parse(strVal);
}
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 EmbedParameter FromProto(RawProto rp)
{
string strVal;
EmbedParameter p = new EmbedParameter();
if ((strVal = rp.FindValue("num_output")) != null)
{
p.num_output = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("input_dim")) != null)
{
p.input_dim = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("bias_term")) != null)
{
p.bias_term = bool.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);
}
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 DummyDataParameter FromProto(RawProto rp)
{
DummyDataParameter p = new DummyDataParameter();
RawProtoCollection rgp;
rgp = rp.FindChildren("data_filler");
foreach (RawProto child in rgp)
{
p.data_filler.Add(FillerParameter.FromProto(child));
}
rgp = rp.FindChildren("shape");
foreach (RawProto child in rgp)
{
p.shape.Add(BlobShape.FromProto(child));
}
p.num = rp.FindArray <uint>("num");
p.channels = rp.FindArray <uint>("channels");
p.height = rp.FindArray <uint>("height");
p.width = rp.FindArray <uint>("width");
return(p);
}