Class GlorotNormal

Glorot normal initializer, also called Xavier normal initializer.

It draws samples from a truncated normal distribution centered on 0 with stddev = sqrt(2 / (fan_in + fan_out)) where fan_in is the number of input units in the weight tensor and fan_out is the number of output units in the weight tensor.

Inheritance
System.Object
BaseInitializer
VarianceScaling
GlorotNormal
Inherited Members
Namespace: SiaNet.Initializers
Assembly: SiaNet.dll
Syntax
public class GlorotNormal : VarianceScaling

Constructors

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GlorotNormal(Nullable<Int32>)

Initializes a new instance of the GlorotNormal class.

Declaration
public GlorotNormal(int? seed = default(int? ))
Parameters
Type Name Description
System.Nullable<System.Int32> seed

Used to seed the random generator.

See Also