public class Upsampling2D extends BaseUpsamplingLayer
| Modifier and Type | Class and Description |
|---|---|
static class |
Upsampling2D.Builder |
BaseUpsamplingLayer.UpsamplingBuilder<T extends BaseUpsamplingLayer.UpsamplingBuilder<T>>| Modifier and Type | Field and Description |
|---|---|
protected int[] |
size |
constraints, iDropout, layerName| Modifier | Constructor and Description |
|---|---|
protected |
Upsampling2D(BaseUpsamplingLayer.UpsamplingBuilder builder) |
| Modifier and Type | Method and Description |
|---|---|
Upsampling2D |
clone() |
LayerMemoryReport |
getMemoryReport(InputType inputType)
This is a report of the estimated memory consumption for the given layer
|
InputType |
getOutputType(int layerIndex,
InputType inputType)
For a given type of input to this layer, what is the type of the output?
|
InputPreProcessor |
getPreProcessorForInputType(InputType inputType)
For the given type of input to this layer, what preprocessor (if any) is required?
Returns null if no preprocessor is required, otherwise returns an appropriate InputPreProcessor
for this layer, such as a CnnToFeedForwardPreProcessor |
Layer |
instantiate(NeuralNetConfiguration conf,
java.util.Collection<TrainingListener> trainingListeners,
int layerIndex,
INDArray layerParamsView,
boolean initializeParams) |
getL1ByParam, getL2ByParam, initializer, isPretrainParam, setNIngetGradientNormalization, getGradientNormalizationThreshold, isPretraingetUpdaterByParam, initializeConstraints, resetLayerDefaultConfig, setPretrainequals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitgetLayerNameprotected Upsampling2D(BaseUpsamplingLayer.UpsamplingBuilder builder)
public Upsampling2D clone()
clone in class BaseUpsamplingLayerpublic Layer instantiate(NeuralNetConfiguration conf, java.util.Collection<TrainingListener> trainingListeners, int layerIndex, INDArray layerParamsView, boolean initializeParams)
instantiate in class Layerpublic InputType getOutputType(int layerIndex, InputType inputType)
LayergetOutputType in class LayerlayerIndex - Index of the layerinputType - Type of input for the layerpublic InputPreProcessor getPreProcessorForInputType(InputType inputType)
LayerInputPreProcessor
for this layer, such as a CnnToFeedForwardPreProcessorgetPreProcessorForInputType in class BaseUpsamplingLayerinputType - InputType to this layerpublic LayerMemoryReport getMemoryReport(InputType inputType)
LayergetMemoryReport in class LayerinputType - Input type to the layer. Memory consumption is often a function of the input type