Initializer

Initializer base class: all initializers inherit this class.

Initializers allow you to pre-specify an initialization strategy, encoded in the Initializer object, without knowing the shape and dtype of the variable being initialized.

Constructors

Initializer

fun Initializer()

Functions

apply

fun apply(fanIn: Int, fanOut: Int, tf: Ops, input: Operand<Float>, name: String): Assign<Float>

Adds an Assign Op to the graph to initialize a tensorflow variable as specified by the initializer.

initialize

abstract fun initialize(fanIn: Int, fanOut: Int, tf: Ops, shape: Operand<Int>, name: String): Operand<Float>

Returns a Tensor object initialized as specified by the initializer.

Inheritors

Constant

Identity

Ones

Orthogonal

ParametrizedTruncatedNormal

RandomNormal

RandomUniform

TruncatedNormal

VarianceScaling

Zeros