Package smile.vision.layer

Class Conv2dNormActivation

java.lang.Object

smile.deep.layer.LayerBlock

smile.deep.layer.SequentialBlock

smile.vision.layer.Conv2dNormActivation

All Implemented Interfaces:

Function<Tensor,Tensor>, Layer

public class Conv2dNormActivation
extends SequentialBlock

Convolution2d-Normalization-Activation block.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final record	Conv2dNormActivation.Options	Conv2dNormActivation configurations.

Field Summary

Fields inherited from class smile.deep.layer.LayerBlock

device, dtype, module

Constructor Summary

Constructors

Constructor	Description
Conv2dNormActivation(Conv2dNormActivation.Options options)	Constructor.

Method Summary

Modifier and Type	Method	Description
Tensor	forward(Tensor input)	Forward propagation (or forward pass) through the layer.
String	toString()

Methods inherited from class smile.deep.layer.SequentialBlock

add

Methods inherited from class smile.deep.layer.LayerBlock

add, add, asTorch, device, dtype, eval, isTraining, load, save, to, to, train

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.function.Function

andThen, compose

Methods inherited from interface smile.deep.layer.Layer

apply

Constructor Details

Conv2dNormActivation

public Conv2dNormActivation(Conv2dNormActivation.Options options)

Constructor.

Parameters:

options - the layer block configuration.

Method Details

toString

public String toString()

Overrides:

toString in class LayerBlock

forward

public Tensor forward(Tensor input)

Description copied from interface: Layer

Forward propagation (or forward pass) through the layer.

Specified by:

forward in interface Layer

Overrides:

forward in class SequentialBlock

Parameters:

input - the input tensor.

Returns:

the output tensor.