Class AveragePool

Represents an AveragePool pooling layer. This calculates an output tensor by pooling the mean values of the input tensor across its spatial dimensions according to the given pool and stride values.

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

Constructors

AveragePool(String, String, Int32[], Int32[], Int32[], AutoPad)

Initializes and returns an instance of AveragePool pooling layer.

Declaration
public AveragePool(string name, string input, int[] pool, int[] stride, int[] pad, AutoPad autopad = AutoPad.NotSet)
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.
Int32[] pool

The size of the kernel along each spatial axis.
Int32[] stride

The stride along each spatial axis.
Int32[] pad

The lower and upper padding values for each spatial dimension, [pad_left, pad_right] for 1D, [pad_top, pad_bottom, pad_left, pad_right] for 2D, etc.
AutoPad autopad

The auto padding mode of the pool as an AutoPad. The default value is AutoPad.NotSet.

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