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)
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

ToString()

Returns a string that represents the Layer.

Declaration
public override string ToString()
Returns
Type Description
String
Overrides