ConvolutionLayerSetup (deeplearning4j-nn 0.7.1 API)

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 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 String`	`ACTIVATION_LAYER` Deprecated.
`static String`	`BATCH_NORMALIZATION` Deprecated.
`protected MultiLayerConfiguration.Builder`	`conf` Deprecated.
`static String`	`CONVOLUTION_LAYER` Deprecated.
`static String`	`DENSE_LAYER` Deprecated.
`static String`	`GRAVES_BIDIRECTIONAL_LSTM` Deprecated.
`static String`	`GRAVES_LSTM` Deprecated.
`protected String`	`inLayerName` Deprecated.
`protected int`	`lastHeight` Deprecated.
`protected int`	`lastnOut` Deprecated.
`protected int`	`lastOutChannels` Deprecated.
`protected int`	`lastWidth` Deprecated.
`static String`	`LOCAL_RESPONSE_NORMALIZATION` Deprecated.
`protected Map<String,Integer>`	`nInsPerLayer` Deprecated.
`protected Map<String,int[]>`	`nOutsPerLayer` Deprecated.
`protected int`	`numLayers` Deprecated.
`protected String`	`outLayerName` Deprecated.
`static String`	`OUTPUT_LAYER` Deprecated.
`static String`	`RBM` Deprecated.
`static String`	`RECURSIVE_AUTO_ENCODER` Deprecated.
`static String`	`RNN_OUTPUT_LAYER` Deprecated.
`static 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,depthheightwidth]) instead use `InputType.convolutionalFlat(height,width,depth)`.

Method Summary

All Methods Instance Methods Concrete Methods Deprecated Methods
Modifier and Type	Method and Description
`int`	`getLastHeight()` Deprecated.
`int`	`getLastOutChannels()` Deprecated.
`int`	`getLastWidth()` Deprecated.
`Layer`	`getLayer(int i, MultiLayerConfiguration.Builder builder)` Deprecated.
`Map<String,Integer>`	`getnInForLayer()` Deprecated.
`Map<String,int[]>`	`getOutSizesEachLayer()` Deprecated.
`void`	`setLastHeight(int lastHeight)` Deprecated.
`void`	`setLastOutChannels(int lastOutChannels)` Deprecated.
`void`	`setLastWidth(int lastWidth)` Deprecated.
`void`	`setnInForLayer(Map<String,Integer> nInForLayer)` Deprecated.
`void`	`setOutSizesEachLayer(Map<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 String CONVOLUTION_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - LOCAL_RESPONSE_NORMALIZATION
```
public static final String LOCAL_RESPONSE_NORMALIZATION
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - SUBSAMPLING_LAYER
```
public static final String SUBSAMPLING_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - RECURSIVE_AUTO_ENCODER
```
public static final String RECURSIVE_AUTO_ENCODER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - RBM
```
public static final String RBM
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - DENSE_LAYER
```
public static final String DENSE_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - OUTPUT_LAYER
```
public static final String OUTPUT_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - GRAVES_LSTM
```
public static final String GRAVES_LSTM
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - GRAVES_BIDIRECTIONAL_LSTM
```
public static final String GRAVES_BIDIRECTIONAL_LSTM
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - RNN_OUTPUT_LAYER
```
public static final String RNN_OUTPUT_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - ACTIVATION_LAYER
```
public static final String ACTIVATION_LAYER
```
    Deprecated.
    
    See Also:
    
    Constant Field Values
  - BATCH_NORMALIZATION
```
public static final 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 String inLayerName
```
    Deprecated.
  - outLayerName
```
protected String outLayerName
```
    Deprecated.
  - nOutsPerLayer
```
protected Map<String,int[]> nOutsPerLayer
```
    Deprecated.
  - nInsPerLayer
```
protected Map<String,Integer> nInsPerLayer
```
    Deprecated.
  - conf
```
protected MultiLayerConfiguration.Builder conf
```
    Deprecated.
  - useCNN
```
protected boolean useCNN
```
    Deprecated.
- Constructor Detail
  - ConvolutionLayerSetup
```
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 Map<String,int[]> getOutSizesEachLayer()
```
    Deprecated.
  - setOutSizesEachLayer
```
public void setOutSizesEachLayer(Map<String,int[]> outSizesEachLayer)
```
    Deprecated.
  - getnInForLayer
```
public Map<String,Integer> getnInForLayer()
```
    Deprecated.
  - setnInForLayer
```
public void setnInForLayer(Map<String,Integer> nInForLayer)
```
    Deprecated.

Class ConvolutionLayerSetup

Field Summary

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Field Detail

CONVOLUTION_LAYER

LOCAL_RESPONSE_NORMALIZATION

SUBSAMPLING_LAYER

RECURSIVE_AUTO_ENCODER

RBM

DENSE_LAYER

OUTPUT_LAYER

GRAVES_LSTM

GRAVES_BIDIRECTIONAL_LSTM

RNN_OUTPUT_LAYER

ACTIVATION_LAYER

BATCH_NORMALIZATION

lastHeight

lastWidth

lastOutChannels

lastnOut

numLayers

inLayerName

outLayerName

nOutsPerLayer

nInsPerLayer

conf

useCNN

Constructor Detail

ConvolutionLayerSetup

Method Detail

getLayer

getLastHeight

setLastHeight

getLastWidth

setLastWidth

getLastOutChannels

setLastOutChannels

getOutSizesEachLayer

setOutSizesEachLayer

getnInForLayer

setnInForLayer