org.deeplearning4j.nn.conf.layers.setup

Class ConvolutionLayerSetup

java.lang.Object

org.deeplearning4j.nn.conf.layers.setup.ConvolutionLayerSetup

Deprecated.

Use MultiLayerConfiguration.Builder.setInputType(InputType) to set nIns and add preprocessors as required. This can be done using builder.setInputType(InputType.convolutional(height, width, channels))

@Deprecated
public class ConvolutionLayerSetup
extends java.lang.Object

DO NOT DELETE UNTIL ALL FUNCTIONALITY MOVED TO NEW SETUP TODO Delete after 0.6.0 - deprecated in 0.5.0 Automatic configuration of convolutional layers: Handles all layer wise interactions between convolution/subsampling -> dense/output convolution -> subsampling among others. It does this by tracking a moving window of all the various configurations through out the network. The moving window tracks everything from the out channels of the previous layer as well as the different interactions such as when a shift from convolution to dense happens.

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	ACTIVATION_LAYER Deprecated.
static java.lang.String	BATCH_NORMALIZATION Deprecated.
protected MultiLayerConfiguration.Builder	conf Deprecated.
static java.lang.String	CONVOLUTION_LAYER Deprecated.
static java.lang.String	DENSE_LAYER Deprecated.
static java.lang.String	GRAVES_BIDIRECTIONAL_LSTM Deprecated.
static java.lang.String	GRAVES_LSTM Deprecated.
protected java.lang.String	inLayerName Deprecated.
protected int	lastHeight Deprecated.
protected int	lastnOut Deprecated.
protected int	lastOutChannels Deprecated.
protected int	lastWidth Deprecated.
static java.lang.String	LOCAL_RESPONSE_NORMALIZATION Deprecated.
protected java.util.Map<java.lang.String,java.lang.Integer>	nInsPerLayer Deprecated.
protected java.util.Map<java.lang.String,int[]>	nOutsPerLayer Deprecated.
protected int	numLayers Deprecated.
protected java.lang.String	outLayerName Deprecated.
static java.lang.String	OUTPUT_LAYER Deprecated.
static java.lang.String	RBM Deprecated.
static java.lang.String	RECURSIVE_AUTO_ENCODER Deprecated.
static java.lang.String	RNN_OUTPUT_LAYER Deprecated.
static java.lang.String	SUBSAMPLING_LAYER Deprecated.
protected boolean	useCNN Deprecated.

Constructor Summary

Constructors

Constructor and Description

ConvolutionLayerSetup(MultiLayerConfiguration.Builder builder, int height, int width, int channels) Deprecated. Use MultiLayerConfiguration.Builder.setInputType(InputType) to set nIns and add preprocessors as required. This can be done using builder.setInputType(InputType.convolutional(height, width, channels)) For image data that has been flattened into a row vector per example (shape [minibatchSize,depth*height*width]) instead use InputType.convolutionalFlat(height,width,depth).

Method Summary

Modifier and Type	Method and Description
int	getLastHeight() Deprecated.
int	getLastOutChannels() Deprecated.
int	getLastWidth() Deprecated.
Layer	getLayer(int i, MultiLayerConfiguration.Builder builder) Deprecated.
java.util.Map<java.lang.String,java.lang.Integer>	getnInForLayer() Deprecated.
java.util.Map<java.lang.String,int[]>	getOutSizesEachLayer() Deprecated.
void	setLastHeight(int lastHeight) Deprecated.
void	setLastOutChannels(int lastOutChannels) Deprecated.
void	setLastWidth(int lastWidth) Deprecated.
void	setnInForLayer(java.util.Map<java.lang.String,java.lang.Integer> nInForLayer) Deprecated.
void	setOutSizesEachLayer(java.util.Map<java.lang.String,int[]> outSizesEachLayer) Deprecated.

Methods inherited from class java.lang.Object

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

Field Detail

CONVOLUTION_LAYER

public static final java.lang.String CONVOLUTION_LAYER

Deprecated.

See Also:

Constant Field Values

LOCAL_RESPONSE_NORMALIZATION

public static final java.lang.String LOCAL_RESPONSE_NORMALIZATION

Deprecated.

See Also:

Constant Field Values

SUBSAMPLING_LAYER

public static final java.lang.String SUBSAMPLING_LAYER

Deprecated.

See Also:

Constant Field Values

RECURSIVE_AUTO_ENCODER

public static final java.lang.String RECURSIVE_AUTO_ENCODER

Deprecated.

See Also:

Constant Field Values

RBM

public static final java.lang.String RBM

Deprecated.

See Also:

Constant Field Values

DENSE_LAYER

public static final java.lang.String DENSE_LAYER

Deprecated.

See Also:

Constant Field Values

OUTPUT_LAYER

public static final java.lang.String OUTPUT_LAYER

Deprecated.

See Also:

Constant Field Values

GRAVES_LSTM

public static final java.lang.String GRAVES_LSTM

Deprecated.

See Also:

Constant Field Values

GRAVES_BIDIRECTIONAL_LSTM

public static final java.lang.String GRAVES_BIDIRECTIONAL_LSTM

Deprecated.

See Also:

Constant Field Values

RNN_OUTPUT_LAYER

public static final java.lang.String RNN_OUTPUT_LAYER

Deprecated.

See Also:

Constant Field Values

ACTIVATION_LAYER

public static final java.lang.String ACTIVATION_LAYER

Deprecated.

See Also:

Constant Field Values

BATCH_NORMALIZATION

public static final java.lang.String BATCH_NORMALIZATION

Deprecated.

See Also:

Constant Field Values

lastHeight

protected int lastHeight

Deprecated.

lastWidth

protected int lastWidth

Deprecated.

lastOutChannels

protected int lastOutChannels

Deprecated.

lastnOut

protected int lastnOut

Deprecated.

numLayers

protected int numLayers

Deprecated.

inLayerName

protected java.lang.String inLayerName

Deprecated.

outLayerName

protected java.lang.String outLayerName

Deprecated.

nOutsPerLayer

protected java.util.Map<java.lang.String,int[]> nOutsPerLayer

Deprecated.

nInsPerLayer

protected java.util.Map<java.lang.String,java.lang.Integer> nInsPerLayer

Deprecated.

conf

protected MultiLayerConfiguration.Builder conf

Deprecated.

useCNN

protected boolean useCNN

Deprecated.

Constructor Detail

ConvolutionLayerSetup

@Deprecated
public ConvolutionLayerSetup(MultiLayerConfiguration.Builder builder,
                                         int height,
                                         int width,
                                         int channels)

Deprecated. Use MultiLayerConfiguration.Builder.setInputType(InputType) to set nIns and add preprocessors as required. This can be done using builder.setInputType(InputType.convolutional(height, width, channels)) For image data that has been flattened into a row vector per example (shape [minibatchSize,depth*height*width]) instead use InputType.convolutionalFlat(height,width,depth).

Take in the configuration

Parameters:

builder - the configuration builder

height - initial height of the data

width - initial width of the data

channels - initial number of channels in the data

Method Detail

getLayer

public Layer getLayer(int i,
                      MultiLayerConfiguration.Builder builder)

Deprecated.

getLastHeight

public int getLastHeight()

Deprecated.

setLastHeight

public void setLastHeight(int lastHeight)

Deprecated.

getLastWidth

public int getLastWidth()

Deprecated.

setLastWidth

public void setLastWidth(int lastWidth)

Deprecated.

getLastOutChannels

public int getLastOutChannels()

Deprecated.

setLastOutChannels

public void setLastOutChannels(int lastOutChannels)

Deprecated.

getOutSizesEachLayer

public java.util.Map<java.lang.String,int[]> getOutSizesEachLayer()

Deprecated.

setOutSizesEachLayer

public void setOutSizesEachLayer(java.util.Map<java.lang.String,int[]> outSizesEachLayer)

Deprecated.

getnInForLayer

public java.util.Map<java.lang.String,java.lang.Integer> getnInForLayer()

Deprecated.

setnInForLayer

public void setnInForLayer(java.util.Map<java.lang.String,java.lang.Integer> nInForLayer)

Deprecated.