Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
Model.conf()
The configuration for the neural network
|
Modifier and Type | Method and Description |
---|---|
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView)
Return a map of gradients (in their standard non-flattened representation), taken from the flattened (row vector) gradientView array.
|
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams)
Initialize the parameters
|
int |
ParamInitializer.numParams(NeuralNetConfiguration conf) |
void |
Model.setConf(NeuralNetConfiguration conf)
Setter for the configuration
|
Modifier and Type | Field and Description |
---|---|
protected NeuralNetConfiguration |
ComputationGraphConfiguration.defaultConfiguration |
Modifier and Type | Field and Description |
---|---|
protected List<NeuralNetConfiguration> |
MultiLayerConfiguration.confs |
protected List<NeuralNetConfiguration> |
MultiLayerConfiguration.Builder.confs |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
NeuralNetConfiguration.Builder.build()
Return a configuration based on this builder
|
NeuralNetConfiguration |
NeuralNetConfiguration.clone()
Creates and returns a deep copy of the configuration.
|
static NeuralNetConfiguration |
NeuralNetConfiguration.fromJson(String json)
Create a neural net configuration from json
|
static NeuralNetConfiguration |
NeuralNetConfiguration.fromYaml(String json)
Create a neural net configuration from json
|
NeuralNetConfiguration |
MultiLayerConfiguration.getConf(int i) |
Modifier and Type | Method and Description |
---|---|
MultiLayerConfiguration.Builder |
MultiLayerConfiguration.Builder.confs(List<NeuralNetConfiguration> confs) |
Constructor and Description |
---|
Builder(NeuralNetConfiguration newConf) |
Constructor and Description |
---|
LayerVertex(NeuralNetConfiguration layerConf,
InputPreProcessor preProcessor) |
Modifier and Type | Method and Description |
---|---|
Layer |
SeparableConvolution2D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
AutoEncoder.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
ZeroPadding3DLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> iterationListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Upsampling1D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
LSTM.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
CnnLossLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
OutputLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Upsampling3D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> iterationListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
ZeroPaddingLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Subsampling1DLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Subsampling3DLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> iterationListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
DenseLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
DropoutLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
SpaceToBatchLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Convolution3D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> iterationListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
CenterLossOutputLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
GravesLSTM.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
ConvolutionLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
GravesBidirectionalLSTM.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams)
Deprecated.
|
Layer |
ZeroPadding1DLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
RnnOutputLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
EmbeddingLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
ActivationLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
BatchNormalization.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
GlobalPoolingLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Convolution1DLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
LossLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Deconvolution2D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
LocalResponseNormalization.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
SubsamplingLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Upsampling2D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
abstract Layer |
Layer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
RnnLossLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
DepthwiseConvolution2D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
EmbeddingSequenceLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
SpaceToDepthLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
Cropping3D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> iterationListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Cropping1D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Cropping2D.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
FrozenLayerWithBackprop.getInnerConf(NeuralNetConfiguration conf) |
NeuralNetConfiguration |
FrozenLayer.getInnerConf(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
FrozenLayerWithBackprop.getInnerConf(NeuralNetConfiguration conf) |
NeuralNetConfiguration |
FrozenLayer.getInnerConf(NeuralNetConfiguration conf) |
Layer |
FrozenLayerWithBackprop.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
FrozenLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
ElementWiseMultiplicationLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
Yolo2OutputLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
LastTimeStep.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
Bidirectional.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
SimpleRnn.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
abstract Layer |
AbstractSameDiffLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
BaseSameDiffLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
MaskLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Layer |
MaskZeroLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
VariationalAutoencoder.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
Layer |
OCNNOutputLayer.instantiate(NeuralNetConfiguration conf,
Collection<TrainingListener> trainingListeners,
int layerIndex,
org.nd4j.linalg.api.ndarray.INDArray layerParamsView,
boolean initializeParams) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
ComputationGraph.conf() |
Modifier and Type | Method and Description |
---|---|
void |
ComputationGraph.setConf(NeuralNetConfiguration conf) |
Modifier and Type | Field and Description |
---|---|
protected NeuralNetConfiguration |
AbstractLayer.conf |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
AbstractLayer.conf() |
Modifier and Type | Method and Description |
---|---|
void |
AbstractLayer.setConf(NeuralNetConfiguration conf) |
Constructor and Description |
---|
Subsampling1DLayer(NeuralNetConfiguration conf) |
Subsampling1DLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Subsampling3DLayer(NeuralNetConfiguration conf) |
Subsampling3DLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
SubsamplingLayer(NeuralNetConfiguration conf) |
SubsamplingLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
Upsampling1D(NeuralNetConfiguration conf) |
Upsampling1D(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Upsampling2D(NeuralNetConfiguration conf) |
Upsampling2D(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Upsampling3D(NeuralNetConfiguration conf) |
Upsampling3D(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
AutoEncoder(NeuralNetConfiguration conf) |
AutoEncoder(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
DenseLayer(NeuralNetConfiguration conf) |
DenseLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
ElementWiseMultiplicationLayer(NeuralNetConfiguration conf) |
ElementWiseMultiplicationLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
EmbeddingLayer(NeuralNetConfiguration conf) |
EmbeddingSequenceLayer(NeuralNetConfiguration conf) |
Constructor and Description |
---|
BatchNormalization(NeuralNetConfiguration conf) |
LocalResponseNormalization(NeuralNetConfiguration conf) |
LocalResponseNormalization(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
Yolo2OutputLayer(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
protected org.nd4j.linalg.api.ndarray.INDArray |
OCNNParamInitializer.createWeightMatrix(NeuralNetConfiguration configuration,
org.nd4j.linalg.api.ndarray.INDArray weightParamView,
boolean initializeParameters) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
OCNNParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
OCNNParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
int |
OCNNParamInitializer.numParams(NeuralNetConfiguration conf) |
Constructor and Description |
---|
OCNNOutputLayer(NeuralNetConfiguration conf) |
OCNNOutputLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
GlobalPoolingLayer(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
BidirectionalLayer.conf() |
Modifier and Type | Method and Description |
---|---|
FwdPassReturn |
LSTMHelper.activate(Layer layer,
NeuralNetConfiguration conf,
org.nd4j.linalg.activations.IActivation gateActivationFn,
org.nd4j.linalg.api.ndarray.INDArray input,
org.nd4j.linalg.api.ndarray.INDArray recurrentWeights,
org.nd4j.linalg.api.ndarray.INDArray inputWeights,
org.nd4j.linalg.api.ndarray.INDArray biases,
boolean training,
org.nd4j.linalg.api.ndarray.INDArray prevOutputActivations,
org.nd4j.linalg.api.ndarray.INDArray prevMemCellState,
boolean forBackprop,
boolean forwards,
String inputWeightKey,
org.nd4j.linalg.api.ndarray.INDArray maskArray,
boolean hasPeepholeConnections,
LayerWorkspaceMgr workspaceMgr) |
static FwdPassReturn |
LSTMHelpers.activateHelper(BaseLayer layer,
NeuralNetConfiguration conf,
org.nd4j.linalg.activations.IActivation gateActivationFn,
org.nd4j.linalg.api.ndarray.INDArray input,
org.nd4j.linalg.api.ndarray.INDArray recurrentWeights,
org.nd4j.linalg.api.ndarray.INDArray originalInputWeights,
org.nd4j.linalg.api.ndarray.INDArray biases,
boolean training,
org.nd4j.linalg.api.ndarray.INDArray originalPrevOutputActivations,
org.nd4j.linalg.api.ndarray.INDArray originalPrevMemCellState,
boolean forBackprop,
boolean forwards,
String inputWeightKey,
org.nd4j.linalg.api.ndarray.INDArray maskArray,
boolean hasPeepholeConnections,
LSTMHelper helper,
CacheMode cacheMode,
LayerWorkspaceMgr workspaceMgr)
Returns FwdPassReturn object with activations/INDArrays.
|
org.nd4j.linalg.primitives.Pair<Gradient,org.nd4j.linalg.api.ndarray.INDArray> |
LSTMHelper.backpropGradient(NeuralNetConfiguration conf,
org.nd4j.linalg.activations.IActivation gateActivationFn,
org.nd4j.linalg.api.ndarray.INDArray input,
org.nd4j.linalg.api.ndarray.INDArray recurrentWeights,
org.nd4j.linalg.api.ndarray.INDArray inputWeights,
org.nd4j.linalg.api.ndarray.INDArray epsilon,
boolean truncatedBPTT,
int tbpttBackwardLength,
FwdPassReturn fwdPass,
boolean forwards,
String inputWeightKey,
String recurrentWeightKey,
String biasWeightKey,
Map<String,org.nd4j.linalg.api.ndarray.INDArray> gradientViews,
org.nd4j.linalg.api.ndarray.INDArray maskArray,
boolean hasPeepholeConnections,
LayerWorkspaceMgr workspaceMgr) |
static org.nd4j.linalg.primitives.Pair<Gradient,org.nd4j.linalg.api.ndarray.INDArray> |
LSTMHelpers.backpropGradientHelper(NeuralNetConfiguration conf,
org.nd4j.linalg.activations.IActivation gateActivationFn,
org.nd4j.linalg.api.ndarray.INDArray input,
org.nd4j.linalg.api.ndarray.INDArray recurrentWeights,
org.nd4j.linalg.api.ndarray.INDArray inputWeights,
org.nd4j.linalg.api.ndarray.INDArray epsilon,
boolean truncatedBPTT,
int tbpttBackwardLength,
FwdPassReturn fwdPass,
boolean forwards,
String inputWeightKey,
String recurrentWeightKey,
String biasWeightKey,
Map<String,org.nd4j.linalg.api.ndarray.INDArray> gradientViews,
org.nd4j.linalg.api.ndarray.INDArray maskArray,
boolean hasPeepholeConnections,
LSTMHelper helper,
LayerWorkspaceMgr workspaceMgr) |
void |
BidirectionalLayer.setConf(NeuralNetConfiguration conf) |
Constructor and Description |
---|
BaseRecurrentLayer(NeuralNetConfiguration conf) |
BaseRecurrentLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
BidirectionalLayer(NeuralNetConfiguration conf,
RecurrentLayer fwd,
RecurrentLayer bwd) |
GravesBidirectionalLSTM(NeuralNetConfiguration conf) |
GravesBidirectionalLSTM(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
GravesLSTM(NeuralNetConfiguration conf) |
GravesLSTM(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
LSTM(NeuralNetConfiguration conf) |
LSTM(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
RnnLossLayer(NeuralNetConfiguration conf) |
RnnOutputLayer(NeuralNetConfiguration conf) |
RnnOutputLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
SimpleRnn(NeuralNetConfiguration conf) |
Constructor and Description |
---|
SameDiffLayer(NeuralNetConfiguration conf) |
Constructor and Description |
---|
CenterLossOutputLayer(NeuralNetConfiguration conf) |
CenterLossOutputLayer(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray input) |
Constructor and Description |
---|
MaskLayer(NeuralNetConfiguration conf) |
Modifier and Type | Field and Description |
---|---|
protected NeuralNetConfiguration |
VariationalAutoencoder.conf |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
VariationalAutoencoder.conf() |
Modifier and Type | Method and Description |
---|---|
void |
VariationalAutoencoder.setConf(NeuralNetConfiguration conf) |
Constructor and Description |
---|
VariationalAutoencoder(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
BaseWrapperLayer.conf() |
Modifier and Type | Method and Description |
---|---|
void |
BaseWrapperLayer.setConf(NeuralNetConfiguration conf) |
Modifier and Type | Field and Description |
---|---|
protected NeuralNetConfiguration |
MultiLayerNetwork.defaultConfiguration |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
MultiLayerNetwork.conf() |
NeuralNetConfiguration |
MultiLayerNetwork.getDefaultConfiguration() |
Modifier and Type | Method and Description |
---|---|
void |
MultiLayerNetwork.setConf(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
protected org.nd4j.linalg.api.ndarray.INDArray |
SeparableConvolutionParamInitializer.createBias(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray biasView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
DefaultParamInitializer.createBias(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray biasParamView,
boolean initializeParameters) |
protected org.nd4j.linalg.api.ndarray.INDArray |
DepthwiseConvolutionParamInitializer.createBias(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray biasView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
ConvolutionParamInitializer.createBias(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray biasView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
CenterLossParamInitializer.createCenterLossMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray centerLossView,
boolean initializeParameters) |
protected org.nd4j.linalg.api.ndarray.INDArray |
SeparableConvolutionParamInitializer.createDepthWiseWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
DepthwiseConvolutionParamInitializer.createDepthWiseWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
SeparableConvolutionParamInitializer.createPointWiseWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
PretrainParamInitializer.createVisibleBias(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray visibleBiasView,
boolean initializeParameters) |
protected org.nd4j.linalg.api.ndarray.INDArray |
Convolution3DParamInitializer.createWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
DefaultParamInitializer.createWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightParamView,
boolean initializeParameters) |
protected org.nd4j.linalg.api.ndarray.INDArray |
ConvolutionParamInitializer.createWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
protected org.nd4j.linalg.api.ndarray.INDArray |
DeconvolutionParamInitializer.createWeightMatrix(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray weightView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
BidirectionalParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
CenterLossParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ElementWiseParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView)
Return a map of gradients (in their standard non-flattened representation), taken from the flattened (row vector) gradientView array.
|
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SeparableConvolutionParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
Convolution3DParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
WrapperLayerParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
DefaultParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
FrozenLayerWithBackpropParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
LSTMParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
PretrainParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SimpleRnnParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
DepthwiseConvolutionParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
GravesLSTMParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
VariationalAutoencoderParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
EmptyParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SameDiffParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
BatchNormalizationParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
FrozenLayerParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
GravesBidirectionalLSTMParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ConvolutionParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
DeconvolutionParamInitializer.getGradientsFromFlattened(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray gradientView) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
BidirectionalParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
CenterLossParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ElementWiseParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams)
Initialize the parameters
|
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SeparableConvolutionParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
Convolution3DParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
WrapperLayerParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
DefaultParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
FrozenLayerWithBackpropParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
LSTMParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
PretrainParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SimpleRnnParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
DepthwiseConvolutionParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
GravesLSTMParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
VariationalAutoencoderParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
EmptyParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
SameDiffParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
BatchNormalizationParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
FrozenLayerParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
GravesBidirectionalLSTMParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
Map<String,org.nd4j.linalg.api.ndarray.INDArray> |
ConvolutionParamInitializer.init(NeuralNetConfiguration conf,
org.nd4j.linalg.api.ndarray.INDArray paramsView,
boolean initializeParams) |
int |
BidirectionalParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
CenterLossParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
SeparableConvolutionParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
Convolution3DParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
WrapperLayerParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
DefaultParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
FrozenLayerWithBackpropParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
LSTMParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
PretrainParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
SimpleRnnParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
DepthwiseConvolutionParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
GravesLSTMParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
VariationalAutoencoderParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
EmptyParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
SameDiffParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
BatchNormalizationParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
FrozenLayerParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
GravesBidirectionalLSTMParamInitializer.numParams(NeuralNetConfiguration conf) |
int |
ConvolutionParamInitializer.numParams(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
FineTuneConfiguration.appliedNeuralNetConfiguration(NeuralNetConfiguration nnc) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
FineTuneConfiguration.appliedNeuralNetConfiguration(NeuralNetConfiguration nnc) |
void |
FineTuneConfiguration.applyToNeuralNetConfiguration(NeuralNetConfiguration nnc) |
Modifier and Type | Method and Description |
---|---|
Solver.Builder |
Solver.Builder.configure(NeuralNetConfiguration conf) |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
ConvexOptimizer.getConf() |
Modifier and Type | Field and Description |
---|---|
protected NeuralNetConfiguration |
BaseOptimizer.conf |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration |
BaseOptimizer.getConf() |
Modifier and Type | Method and Description |
---|---|
static int[] |
ConvolutionUtils.getHeightAndWidth(NeuralNetConfiguration conf)
Get the height and width
from the configuration
|
static int |
ConvolutionUtils.numFeatureMap(NeuralNetConfiguration conf) |
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