RandomUniform

class RandomUniform(maxVal: Float, minVal: Float, seed: Long) : Initializer

Initializer that generates tensors with a uniform distribution.

Constructors

RandomUniform
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fun RandomUniform(maxVal: Float = 1.0f, minVal: Float = 0.0f, seed: Long = 12L)

Creates a RandomUniform initializer.

Functions

apply
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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
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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
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open override fun toString(): String

Properties

maxVal
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val maxVal: Float = 1.0f

Upper bound of the range of random values to generate (exclusive).

minVal
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val minVal: Float = 0.0f

Lower bound of the range of random values to generate (inclusive).

seed
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val seed: Long = 12L

Used to create random seeds.