public static class ConvolutionLayerSpace.Builder extends FeedForwardLayerSpace.Builder<ConvolutionLayerSpace.Builder>
| Modifier and Type | Field and Description |
|---|---|
protected ParameterSpace<ConvolutionMode> |
convolutionMode |
protected ParameterSpace<int[]> |
dilation |
protected ParameterSpace<java.lang.Boolean> |
hasBias |
protected ParameterSpace<int[]> |
kernelSize |
protected ParameterSpace<int[]> |
padding |
protected ParameterSpace<int[]> |
stride |
constrainAll, constrainBias, constrainWeights, nIn, nOutactivationFunction, biasInit, biasUpdater, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, updater, weightInit, weightNoisedropOut| Constructor and Description |
|---|
Builder() |
| Modifier and Type | Method and Description |
|---|---|
ConvolutionLayerSpace |
build() |
ConvolutionLayerSpace.Builder |
convolutionMode(ConvolutionMode convolutionMode) |
ConvolutionLayerSpace.Builder |
convolutionMode(ParameterSpace<ConvolutionMode> convolutionMode) |
ConvolutionLayerSpace.Builder |
dilation(int... dilation) |
ConvolutionLayerSpace.Builder |
dilation(ParameterSpace<int[]> dilation) |
ConvolutionLayerSpace.Builder |
hasBias(boolean hasBias) |
ConvolutionLayerSpace.Builder |
hasBias(ParameterSpace<java.lang.Boolean> hasBias) |
ConvolutionLayerSpace.Builder |
kernelSize(int... kernelSize) |
ConvolutionLayerSpace.Builder |
kernelSize(ParameterSpace<int[]> kernelSize) |
ConvolutionLayerSpace.Builder |
padding(int... padding) |
ConvolutionLayerSpace.Builder |
padding(ParameterSpace<int[]> padding) |
ConvolutionLayerSpace.Builder |
stride(int... stride) |
ConvolutionLayerSpace.Builder |
stride(ParameterSpace<int[]> stride) |
constrainAllParams, constrainAllParams, constrainBias, constrainBias, constrainWeights, constrainWeights, nIn, nIn, nOut, nOutactivation, activation, activation, activation, activationFn, biasInit, biasInit, biasUpdater, biasUpdater, dist, dist, gradientNormalization, gradientNormalization, gradientNormalizationThreshold, gradientNormalizationThreshold, l1, l1, l1Bias, l1Bias, l2, l2, l2Bias, l2Bias, updater, updater, weightInit, weightInit, weightInitdropOut, dropOut, iDropOutprotected ParameterSpace<int[]> dilation
protected ParameterSpace<int[]> kernelSize
protected ParameterSpace<int[]> stride
protected ParameterSpace<int[]> padding
protected ParameterSpace<ConvolutionMode> convolutionMode
protected ParameterSpace<java.lang.Boolean> hasBias
public ConvolutionLayerSpace.Builder dilation(int... dilation)
public ConvolutionLayerSpace.Builder dilation(ParameterSpace<int[]> dilation)
public ConvolutionLayerSpace.Builder kernelSize(int... kernelSize)
public ConvolutionLayerSpace.Builder kernelSize(ParameterSpace<int[]> kernelSize)
public ConvolutionLayerSpace.Builder stride(int... stride)
public ConvolutionLayerSpace.Builder stride(ParameterSpace<int[]> stride)
public ConvolutionLayerSpace.Builder padding(int... padding)
public ConvolutionLayerSpace.Builder padding(ParameterSpace<int[]> padding)
public ConvolutionLayerSpace.Builder convolutionMode(ConvolutionMode convolutionMode)
public ConvolutionLayerSpace.Builder convolutionMode(ParameterSpace<ConvolutionMode> convolutionMode)
public ConvolutionLayerSpace.Builder hasBias(boolean hasBias)
public ConvolutionLayerSpace.Builder hasBias(ParameterSpace<java.lang.Boolean> hasBias)
public ConvolutionLayerSpace build()
build in class LayerSpace.Builder<ConvolutionLayerSpace.Builder>