deepboof.impl.backward.standard

Class ElementWiseDFunction<T extends deepboof.Tensor<T>>

java.lang.Object

deepboof.impl.forward.standard.BaseFunction<T>

deepboof.impl.backward.standard.BaseDFunction<T>

deepboof.impl.backward.standard.ElementWiseDFunction<T>

All Implemented Interfaces:

deepboof.DFunction<T>, deepboof.Function<T>

Direct Known Subclasses:

DActivationReLU_F64, DActivationSigmoid_F64, DActivationTanH_F64

public abstract class ElementWiseDFunction<T extends deepboof.Tensor<T>>
extends BaseDFunction<T>

Base class for element-wise derivative functions

Field Summary

Fields inherited from class deepboof.impl.backward.standard.BaseDFunction

learningMode

Fields inherited from class deepboof.impl.forward.standard.BaseFunction

miniBatchSize, parameters, shapeInput, shapeOutput, shapeParameters

Constructor Summary

Constructors

Constructor and Description
ElementWiseDFunction()

Method Summary

Modifier and Type	Method and Description
void	_initialize()
void	_setParameters(java.util.List<T> parameters)

Methods inherited from class deepboof.impl.backward.standard.BaseDFunction

_backwards, backwards, evaluating, isLearning, learning

Methods inherited from class deepboof.impl.forward.standard.BaseFunction

_forward, forward, getOutputShape, getParameters, getParameterShapes, initialize, setParameters

Methods inherited from class java.lang.Object

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

Methods inherited from interface deepboof.Function

forward, getOutputShape, getParameters, getParameterShapes, getTensorType, initialize, setParameters

Constructor Detail

ElementWiseDFunction

public ElementWiseDFunction()

Method Detail

_initialize

public void _initialize()

Specified by:

_initialize in class deepboof.impl.forward.standard.BaseFunction<T extends deepboof.Tensor<T>>

_setParameters

public void _setParameters(java.util.List<T> parameters)

Specified by:

_setParameters in class deepboof.impl.forward.standard.BaseFunction<T extends deepboof.Tensor<T>>