internal ConvolutionalLayerVertex(string name,
ConvolutionalLayerParameter parameter,
ImmutableList <ConvolutionalLayerLearningRateParameter> learnRateParams = null) : this(name)
{
Parameter = parameter;
LearnRateParameters = learnRateParams;
}
internal override LayerVertex Deserialize(IReadOnlyDictionary <string, object> properties)
{
base.Deserialize(properties);
var parameter = new ConvolutionalLayerParameter();
int.TryParse(properties[nameof(Parameter.NumberOfOutput)].ToString(), out int numberOfOutput);
parameter.NumberOfOutput = numberOfOutput;
int.TryParse(properties[nameof(Parameter.KernelSize)].ToString(), out int kernelSize);
parameter.KernelSize = kernelSize;
int.TryParse(properties[nameof(Parameter.Padding)].ToString(), out int padding);
parameter.Padding = padding;
int.TryParse(properties[nameof(Parameter.Stride)].ToString(), out int stride);
parameter.Stride = stride;
bool.TryParse(properties[nameof(Parameter.BiasTerm)].ToString(), out bool biasTerm);
parameter.BiasTerm = biasTerm;
return(this);
}
public static ConvolutionalLayerVertex ConvLayer(string name,
ConvolutionalLayerParameter parameter,
ImmutableList <ConvolutionalLayerLearningRateParameter> learnRateList = null)
{
return(new ConvolutionalLayerVertex(name, parameter, learnRateList));
}