public class SgdSpace extends BaseUpdaterSpace
Modifier and Type | Field and Description |
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protected ParameterSpace<Double> |
learningRate |
protected ParameterSpace<ISchedule> |
learningRateSchedule |
Constructor and Description |
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SgdSpace(ParameterSpace<Double> learningRate) |
SgdSpace(ParameterSpace<Double> learningRate,
ParameterSpace<ISchedule> learningRateSchedule) |
Modifier and Type | Method and Description |
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IUpdater |
getValue(double[] parameterValues)
Generate a candidate given a set of values.
|
collectLeaves, isLeaf, numParameters, setIndices
getNestedSpaces
protected ParameterSpace<Double> learningRate
protected ParameterSpace<ISchedule> learningRateSchedule
public SgdSpace(ParameterSpace<Double> learningRate)
public SgdSpace(ParameterSpace<Double> learningRate, ParameterSpace<ISchedule> learningRateSchedule)
public IUpdater getValue(double[] parameterValues)
ParameterSpace
parameterValues
- A set of values, each in the range [0,1], of length ParameterSpace.numParameters()
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