Class Shrink

Represents an element-wise Shrink math layer: f(x) = x + bias if x < lambd. f(x) = x - bias if x > lambd. Otherwise f(x) = 0.

Inheritance
Object
Layer
Shrink
Inherited Members
Namespace: Unity.Sentis.Layers
Syntax
[Serializable]
public class Shrink : Layer

Constructors

Shrink(String, String, Single, Single)

Initializes and returns an instance of Shrink math layer.

Declaration
public Shrink(string name, string input, float bias, float lambd)
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 bias

The value of the bias for the shrink function.
Single lambd

The value of lambda for the shrink function.

Fields

bias

The value of the bias for the shrink function.

Declaration
public float bias
Field Value
Type Description
Single

lambd

The value of lambda for the shrink function.

Declaration
public float lambd
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