Class Compress

Represents a Compress logical layer that selects slices of an input tensor along a given axis according to a condition tensor. If you don't provide an axis, the layer flattens the input tensor.

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

Constructors

Compress(String, String, String)

Initializes and returns an instance of Compress logical layer without an axis. The layer flattens the input tensor.

Declaration
public Compress(string name, string input, string condition)
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.
String condition

The name to use for the condition tensor of the layer.

Compress(String, String, String, Int32)

Initializes and returns an instance of Compress logical layer along an axis.

Declaration
public Compress(string name, string input, string condition, int axis)
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.
String condition

The name to use for the condition tensor of the layer.
Int32 axis

The axis along which to apply the Compress.

Fields

axis

The axis along which to apply the Compress when hasAxis is true.

Declaration
public int axis
Field Value
Type Description
Int32

hasAxis

Whether to perform the Compress along an axis. If false, the layer flattens the input tensor.

Declaration
public bool hasAxis
Field Value
Type Description
Boolean

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