Class RandomUniform

Represents a RandomUniform random layer. This generates an output tensor of a given shape with random values in a uniform distribution between a given low and high, from an optional seed value.

Inheritance

Object

Layer

RandomLayer

RandomUniform

Inherited Members

RandomLayer.hasSeed

RandomLayer.seed

RandomLayer.NextSeed

RandomLayer.ResetSeed()

Layer.inputs

Layer.name

Layer.outputs

Layer.flags

Object.Equals(Object)

Object.Equals(Object, Object)

Object.ReferenceEquals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Namespace: Unity.Sentis.Layers

Syntax

[Serializable]
public class RandomUniform : RandomLayer

Constructors

RandomUniform(String, Int32[], Single, Single, Nullable<Single>)

Initializes and returns an instance of RandomUniform random layer.

Declaration

public RandomUniform(string name, int[] shape, float low, float high, float? seed)

Parameters

Type	Name	Description
String	name	The name to use for the output tensor of the layer.
Int32[]	shape	The shape for the output tensor as an array of ints.
Single	low	The lower end of the interval of the uniform distribution used to generate the output.
Single	high	The upper end of the interval of the uniform distribution used to generate the output.
Nullable<Single>	seed	The optional seed to use for the random number generation. If this is null the layer generates a seed using System.Random().

Fields

high

The upper end of the interval of the uniform distribution used to generate the output.

Declaration

public float high

Field Value

Type	Description
Single

low

The lower end of the interval of the uniform distribution used to generate the output.

Declaration

public float low

Field Value

Type	Description
Single

shape

The shape for the output tensor as a TensorShape.

Declaration

public TensorShape shape

Field Value

Type	Description
TensorShape

Methods

Execute(Tensor[], ExecutionContext)

Executes the layer using the operations and variables from the ExecutionContext and returns the output tensor.

If the layer has more than one output, output tensors are saved to variables.

Declaration

public override Tensor Execute(Tensor[] inputTensors, ExecutionContext ctx)

Parameters

Type	Name	Description
Tensor[]	inputTensors
ExecutionContext	ctx

Returns

Type	Description
Tensor

Overrides

Layer.Execute(Tensor[], ExecutionContext)

ToString()

Returns a string that represents the Layer.

Declaration

public override string ToString()

Returns

Type	Description
String

Overrides

Layer.ToString()