nuroko.module

Class AOperationComponent

java.lang.Object

nuroko.module.AComponent

nuroko.module.AOperationComponent

All Implemented Interfaces:

Cloneable, Iterable<IComponent>, IComponent, IFunction<mikera.vectorz.AVector,mikera.vectorz.AVector>, IInput, IInputOutput, IInputState, IModule, IOutput, IOutputState, IParameterised, ISynthesiser, IThinker, ITrainable

Direct Known Subclasses:

Dropout, GradientAmplifier, Identity, Operator, ThinkingOp, TrainingOp

public abstract class AOperationComponent
extends AComponent

Base class for components that perform a single operation on each element from input to output

Author:

Mike

Field Summary

Fields

Modifier and Type	Field and Description
protected mikera.vectorz.Vector	input
protected mikera.vectorz.Vector	inputGradient
protected int	length
protected mikera.vectorz.Vector	output
protected mikera.vectorz.Vector	outputGradient

Constructor Summary

Constructors

Constructor and Description
AOperationComponent(int length)

Method Summary

Modifier and Type	Method and Description
abstract AOperationComponent	clone() Creates a clone of a module, including a deep copy of any mutable state.
List<IComponent>	getComponents()
mikera.vectorz.AVector	getGradient() Return an AVector referencing the accumulated gradient in this model
mikera.vectorz.Vector	getInput()
mikera.vectorz.Vector	getInputGradient()
int	getInputLength()
IInputState	getInputState()
mikera.vectorz.Vector	getOutput()
mikera.vectorz.Vector	getOutputGradient()
int	getOutputLength()
mikera.vectorz.AVector	getParameters() Return an AVector referring to the parameters in the model.
void	setInput(mikera.vectorz.AVector input)

Methods inherited from class nuroko.module.AComponent

applyConstraints, applyConstraintsInternal, generate, generate, getComponent, getConstraints, getDefaultLossFunction, getDownStack, getLearnFactor, getModules, getParameterLength, getUpStack, initRandom, isStochastic, isSynthesiser, iterator, setConstraint, setLearnFactor, setOutput, think, think, thinkInternalTraining, topComponent, train, train, trainGradientInternal, trainSynth, trainSynth

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface nuroko.core.IComponent

hasDifferentTrainingThinking, thinkInternal

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Field Detail

length

protected final int length

input

protected final mikera.vectorz.Vector input

inputGradient

protected final mikera.vectorz.Vector inputGradient

output

protected final mikera.vectorz.Vector output

outputGradient

protected final mikera.vectorz.Vector outputGradient

Constructor Detail

AOperationComponent

public AOperationComponent(int length)

Method Detail

getComponents

public List<IComponent> getComponents()

Specified by:

getComponents in interface IComponent

getInputLength

public int getInputLength()

Specified by:

getInputLength in interface IInput

Overrides:

getInputLength in class AComponent

getOutputLength

public int getOutputLength()

Specified by:

getOutputLength in interface IOutput

Overrides:

getOutputLength in class AComponent

getGradient

public mikera.vectorz.AVector getGradient()

Description copied from interface: IParameterised

Return an AVector referencing the accumulated gradient in this model

Returns:

getParameters

public mikera.vectorz.AVector getParameters()

Description copied from interface: IParameterised

Return an AVector referring to the parameters in the model. Expected to be mutable.

Returns:

clone

public abstract AOperationComponent clone()

Description copied from interface: IModule

Creates a clone of a module, including a deep copy of any mutable state.

Specified by:

clone in interface IComponent

Specified by:

clone in interface IModule

Specified by:

clone in interface IParameterised

Specified by:

clone in interface ISynthesiser

Specified by:

clone in interface IThinker

Specified by:

clone in interface ITrainable

Overrides:

clone in class AComponent

Returns:

getInputState

public IInputState getInputState()

Specified by:

getInputState in interface IComponent

Overrides:

getInputState in class AComponent

getInput

public mikera.vectorz.Vector getInput()

getOutput

public mikera.vectorz.Vector getOutput()

getOutputGradient

public mikera.vectorz.Vector getOutputGradient()

setInput

public void setInput(mikera.vectorz.AVector input)

Specified by:

setInput in interface IInputState

Overrides:

setInput in class AComponent

getInputGradient

public mikera.vectorz.Vector getInputGradient()