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.
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

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, isTraining

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.