Class LeakyRelu

Represents an element-wise LeakyRelu activation layer: f(x) = x if x >= 0, otherwise f(x) = alpha * x.

Inheritance

Object

Layer

Activation

LeakyRelu

Inherited Members

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 LeakyRelu : Activation

Constructors

LeakyRelu(String, String, Single)

Initializes and returns an instance of LeakyRelu activation layer.

Declaration

public LeakyRelu(string name, string input, float alpha = 0.01F)

Parameters

Type	Name	Description
String	name	The name to use for the output tensor of the layer.
String	input	The name to use for the input tensor of the layer.
Single	alpha	The alpha value to use for the LeakyRelu activation function. The default value is 0.01.

Fields

alpha

The alpha value to use for the LeakyRelu activation function.

Declaration

public float alpha

Field Value

Type	Description
Single

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()