public static Filler Create(FillerConfiguration configuration)
{
if (configuration == null)
{
throw new ArgumentNullException("configuration");
}
Contract.Ensures(Contract.Result <Filler>() != null);
Contract.EndContractBlock();
switch (configuration.Type)
{
case FillerType.Constant: return(new ConstantFiller((ConstantFillerConfiguration)configuration));
case FillerType.Gaussian: return(new GaussianFiller((GaussianFillerConfiguration)configuration));
case FillerType.PositiveUnitball: return(new PositiveUnitballFiller((PositiveUnitballFillerConfiguration)configuration));
case FillerType.Uniform: return(new UniformFiller((UniformFillerConfiguration)configuration));
case FillerType.Xavier: return(new XavierFiller((XavierFillerConfiguration)configuration));
default: throw new NotSupportedException(string.Format("Filler type {0} is not supported by the FillerFactory", configuration.Type));
}
}
public InnerProductLayerConfiguration(int outputs, bool bias = true, FillerConfiguration weightsFiller = null, FillerConfiguration biasFiller = null)
: base(LayerType.Dropout)
{
Contract.Requires(outputs > 0);
Guard.That(() => outputs).IsGreaterThan(0);
this.Outputs = outputs;
this.UseBias = bias;
this.WeightsFiller = weightsFiller ?? new XavierFillerConfiguration();
this.BiasFiller = biasFiller ?? new ConstantFillerConfiguration();
}
public InnerProductLayer(int outputs, bool bias = true, FillerConfiguration weightsFiller = null, FillerConfiguration biasFiller = null)
: this(new InnerProductLayerConfiguration(outputs, bias, weightsFiller, biasFiller))
{
}
public static Filler Create(FillerConfiguration configuration)
{
if (configuration == null)
throw new ArgumentNullException("configuration");
Contract.Ensures(Contract.Result<Filler>() != null);
Contract.EndContractBlock();
switch ( configuration.Type )
{
case FillerType.Constant: return new ConstantFiller((ConstantFillerConfiguration)configuration);
case FillerType.Gaussian: return new GaussianFiller((GaussianFillerConfiguration)configuration);
case FillerType.PositiveUnitball: return new PositiveUnitballFiller((PositiveUnitballFillerConfiguration)configuration);
case FillerType.Uniform: return new UniformFiller((UniformFillerConfiguration)configuration);
case FillerType.Xavier: return new XavierFiller((XavierFillerConfiguration)configuration);
default: throw new NotSupportedException(string.Format("Filler type {0} is not supported by the FillerFactory", configuration.Type));
}
}