Wrapper Layers
Builds a DL4J Bidirectional layer from a Keras Bidirectional layer wrapper
KerasBidirectional
public KerasBidirectional(Integer kerasVersion) throws UnsupportedKerasConfigurationException
Pass-through constructor from KerasLayer
- param kerasVersion major keras version
- throws UnsupportedKerasConfigurationException Unsupported Keras config
getUnderlyingRecurrentLayer
public Layer getUnderlyingRecurrentLayer()
Constructor from parsed Keras layer configuration dictionary.
- param layerConfig dictionary containing Keras layer configuration
- throws InvalidKerasConfigurationException Invalid Keras config
- throws UnsupportedKerasConfigurationException Unsupported Keras config
getBidirectionalLayer
public Bidirectional getBidirectionalLayer()
Get DL4J Bidirectional layer.
- return Bidirectional Layer
getOutputType
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
Get layer output type.
- param inputType Array of InputTypes
- return output type as InputType
- throws InvalidKerasConfigurationException Invalid Keras config
getNumParams
public int getNumParams()
Returns number of trainable parameters in layer.
- return number of trainable parameters
getInputPreprocessor
public InputPreProcessor getInputPreprocessor(InputType... inputType) throws InvalidKerasConfigurationException
Gets appropriate DL4J InputPreProcessor for given InputTypes.
- param inputType Array of InputTypes
- return DL4J InputPreProcessor
- throws InvalidKerasConfigurationException Invalid Keras configuration exception
- see org.deeplearning4j.nn.conf.InputPreProcessor
setWeights
public void setWeights(Map<String, INDArray> weights) throws InvalidKerasConfigurationException
Set weights for Bidirectional layer.
- param weights Map of weights
Last modified 1yr ago