Class GlobalAveragePool

Represents a GlobalAveragePool pooling layer. This calculates an output tensor by pooling the mean values of the input tensor across all of its spatial dimensions. The spatial dimensions of the output are size 1.

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

Constructors

GlobalAveragePool(String, String)

Initializes and returns an instance of GlobalAveragePool pooling layer.

Declaration
public GlobalAveragePool(string name, string input)
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.

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