Class LecunNormal

LeCun normal initializer. It draws samples from a truncated normal distribution centered on 0 with stddev = sqrt(1 / fan_in) where fan_in is the number of input units in the weight tensor.

Inheritance

System.Object

BaseInitializer

VarianceScaling

LecunNormal

Inherited Members

VarianceScaling.Scale

VarianceScaling.Mode

VarianceScaling.Distribution

VarianceScaling.Seed

VarianceScaling.Generate(Int64[])

BaseInitializer.Name

Namespace: SiaNet.Initializers

Assembly: SiaNet.dll

Syntax

public class LecunNormal : VarianceScaling

Constructors

LecunNormal(Nullable<Int32>)

Initializes a new instance of the LecunNormal class.

Declaration

public LecunNormal(int? seed = default(int? ))

Parameters

Type	Name	Description
System.Nullable<System.Int32>	seed	Used to seed the random generator.

See Also

VarianceScaling