KerasDepthwiseConvolution2D

java.lang.Object
- org.deeplearning4j.nn.modelimport.keras.KerasLayer
- - org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution
  - - org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

public class KerasDepthwiseConvolution2D
extends KerasConvolution

Keras depth-wise convolution 2D layer support

Nested Class Summary
- Nested classes/interfaces inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
  KerasLayer.DimOrder

Field Summary
- Fields inherited from class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution
  hasBias, numTrainableParams
- Fields inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
  className, conf, dimOrder, dropout, inboundLayerNames, inputShape, kerasMajorVersion, layer, layerName, vertex, weightL1Regularization, weightL2Regularization, weights

Constructor Summary

Constructors
Constructor and Description
`KerasDepthwiseConvolution2D(java.lang.Integer kerasVersion)` Pass-through constructor from KerasLayer
`KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig)` Constructor from parsed Keras layer configuration dictionary.
`KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig, java.util.Map<java.lang.String,? extends KerasLayer> previousLayers)` Constructor from parsed Keras layer configuration dictionary.
`KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig, java.util.Map<java.lang.String,? extends KerasLayer> previousLayers, boolean enforceTrainingConfig)` Constructor from parsed Keras layer configuration dictionary.
`KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig, java.util.Map<java.lang.String,? extends KerasLayer> previousLayers, java.util.List<java.lang.String> layerNamesToCheck, boolean enforceTrainingConfig)` Constructor from parsed Keras layer configuration dictionary.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`DepthwiseConvolution2D`	`getDepthwiseConvolution2DLayer()` Get DL4J DepthwiseConvolution2D.
`InputType`	`getOutputType(InputType... inputType)` Get layer output type.
`void`	`setWeights(java.util.Map<java.lang.String,INDArray> weights)` Set weights for layer.

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution
getConvParameterValues, getNumParams

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
clearCustomLayers, clearLambdaLayers, copyWeightsToLayer, getClassName, getDimOrder, getInboundLayerNames, getInputPreprocessor, getInputShape, getKerasMajorVersion, getLayer, getLayerName, getNInFromConfig, getVertex, getWeights, isInputPreProcessor, isLayer, isValidInboundLayer, isVertex, registerCustomLayer, registerLambdaLayer, setInboundLayerNames, usesRegularization

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KerasDepthwiseConvolution2D
```
public KerasDepthwiseConvolution2D(java.lang.Integer kerasVersion)
                            throws UnsupportedKerasConfigurationException
```
Pass-through constructor from KerasLayer

Parameters:

kerasVersion - major keras version

Throws:

UnsupportedKerasConfigurationException - Unsupported Keras configuration

KerasDepthwiseConvolution2D
```
public KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig)
                            throws InvalidKerasConfigurationException,
                                   UnsupportedKerasConfigurationException
```
Constructor from parsed Keras layer configuration dictionary.

Parameters:

layerConfig - dictionary containing Keras layer configuration

Throws:

InvalidKerasConfigurationException - Invalid Keras configuration

UnsupportedKerasConfigurationException - Unsupported Keras configuration

KerasDepthwiseConvolution2D

public KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig,
                                   java.util.Map<java.lang.String,? extends KerasLayer> previousLayers)
                            throws InvalidKerasConfigurationException,
                                   UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

Parameters:: layerConfig - dictionary containing Keras layer configuration
Throws:: InvalidKerasConfigurationException - Invalid Keras configuration; UnsupportedKerasConfigurationException - Unsupported Keras configuration

KerasDepthwiseConvolution2D

public KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig,
                                   java.util.Map<java.lang.String,? extends KerasLayer> previousLayers,
                                   boolean enforceTrainingConfig)
                            throws InvalidKerasConfigurationException,
                                   UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

Parameters:: layerConfig - dictionary containing Keras layer configuration; enforceTrainingConfig - whether to enforce training-related configuration options
Throws:: InvalidKerasConfigurationException - Invalid Keras configuration; UnsupportedKerasConfigurationException - Unsupported Keras configuration

KerasDepthwiseConvolution2D

public KerasDepthwiseConvolution2D(java.util.Map<java.lang.String,java.lang.Object> layerConfig,
                                   java.util.Map<java.lang.String,? extends KerasLayer> previousLayers,
                                   java.util.List<java.lang.String> layerNamesToCheck,
                                   boolean enforceTrainingConfig)
                            throws InvalidKerasConfigurationException,
                                   UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

Parameters:: layerConfig - dictionary containing Keras layer configuration; enforceTrainingConfig - whether to enforce training-related configuration options
Throws:: InvalidKerasConfigurationException - Invalid Keras configuration; UnsupportedKerasConfigurationException - Unsupported Keras configuration

Method Detail
- setWeights
```
public void setWeights(java.util.Map<java.lang.String,INDArray> weights)
                throws InvalidKerasConfigurationException
```
  Set weights for layer.
  
  Overrides:
  
  setWeights in class KerasConvolution
  
  Parameters:
  
  weights - Map of weights
  
  Throws:
  
  InvalidKerasConfigurationException
- getDepthwiseConvolution2DLayer
```
public DepthwiseConvolution2D getDepthwiseConvolution2DLayer()
```
  Get DL4J DepthwiseConvolution2D.
  
  Returns:
  
  DepthwiseConvolution2D
- getOutputType
```
public InputType getOutputType(InputType... inputType)
                        throws InvalidKerasConfigurationException
```
  Get layer output type.
  
  Overrides:
  
  getOutputType in class KerasLayer
  
  Parameters:
  
  inputType - Array of InputTypes
  
  Returns:
  
  output type as InputType
  
  Throws:
  
  InvalidKerasConfigurationException - Invalid Keras config

Class KerasDepthwiseConvolution2D

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Field Summary

Fields inherited from class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Fields inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Constructor Summary

Method Summary

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Methods inherited from class java.lang.Object

Constructor Detail

KerasDepthwiseConvolution2D

KerasDepthwiseConvolution2D

KerasDepthwiseConvolution2D

KerasDepthwiseConvolution2D

KerasDepthwiseConvolution2D

Method Detail

setWeights

getDepthwiseConvolution2DLayer

getOutputType