Package org.deeplearning4j.nn.conf.inputs

Class InputType.InputTypeConvolutional

java.lang.Object

org.deeplearning4j.nn.conf.inputs.InputType

org.deeplearning4j.nn.conf.inputs.InputType.InputTypeConvolutional

All Implemented Interfaces:

Serializable

Enclosing class:

InputType

public static class InputType.InputTypeConvolutional
extends InputType

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.nn.conf.inputs.InputType

InputType.InputTypeConvolutional, InputType.InputTypeConvolutional3D, InputType.InputTypeConvolutionalFlat, InputType.InputTypeFeedForward, InputType.InputTypeRecurrent, InputType.Type

Constructor Summary

Constructors

Constructor	Description
InputTypeConvolutional(long height, long width, long channels)
InputTypeConvolutional(long height, long width, long channels, CNN2DFormat format)

Method Summary

Modifier and Type	Method	Description
long	arrayElementsPerExample()
long	getDepth()	Deprecated.
long[]	getShape(boolean includeBatchDim)	Returns the shape of this InputType
InputType.Type	getType()
void	setDepth(long depth)	Deprecated.
String	toString()

Methods inherited from class org.deeplearning4j.nn.conf.inputs.InputType

convolutional, convolutional, convolutional3D, convolutional3D, convolutionalFlat, feedForward, feedForward, getDefaultCNN2DFormat, getShape, inferInputType, inferInputTypes, recurrent, recurrent, recurrent, recurrent, setDefaultCNN2DFormat

Methods inherited from class java.lang.Object

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

Constructor Detail

InputTypeConvolutional

public InputTypeConvolutional(long height,
                              long width,
                              long channels,
                              CNN2DFormat format)

InputTypeConvolutional

public InputTypeConvolutional(long height,
                              long width,
                              long channels)

Method Detail

getDepth

@Deprecated
public long getDepth()

Deprecated.

Return the number of channels / depth for this 2D convolution. This method has been deprecated, for consistency purposes, use getChannels() instead.

Returns:

number of channels, i.e. depth for 2D convolutions

setDepth

@Deprecated
public void setDepth(long depth)

Deprecated.

Set the number of channels / depth for this 2D convolution. This method has been deprecated, for consistency purposes, use setChannels(channels) instead.

getType

public InputType.Type getType()

Specified by:

getType in class InputType

toString

public String toString()

Specified by:

toString in class InputType

arrayElementsPerExample

public long arrayElementsPerExample()

Specified by:

arrayElementsPerExample in class InputType

getShape

public long[] getShape(boolean includeBatchDim)

Description copied from class: InputType

Returns the shape of this InputType

Specified by:

getShape in class InputType

Parameters:

includeBatchDim - Whether to include minibatch in the return shape array

Returns:

int[]