Class MaxPool

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

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

Constructors

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

Initializes and returns an instance of MaxPool pooling layer.

Declaration
public MaxPool(string name, string input, int[] kernelShape, int[] strides, int[] pads, 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[] kernelShape

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

The stride along each spatial axis.
Int32[] pads

The lower and upper padding values for each spatial dimension. For example [pad_left, pad_right] for 1D, or [pad_top, pad_bottom, pad_left, pad_right] for 2D.
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