Orthogonal

Initializer that generates an orthogonal matrix.

Constructors

Orthogonal

fun Orthogonal(gain: Float = 1.0f, seed: Long = 12L)

Creates a Orthogonal initializer.

apply

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

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

initialize

open override 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.

toString

open override fun toString(): String

gain

val gain: Float = 1.0f

Multiplicative factor to apply to the orthogonal matrix.

seed

val seed: Long = 12L

Used to create random seeds.