org.nd4j.linalg.api.ops

Class BaseLossFunction

java.lang.Object

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseAccumulation

org.nd4j.linalg.api.ops.BaseLossFunction

All Implemented Interfaces:

Accumulation, LossFunction, Op

public abstract class BaseLossFunction
extends BaseAccumulation
implements LossFunction

Author:

Adam Gibson

Nested Class Summary

Nested classes/interfaces inherited from interface org.nd4j.linalg.api.ops.Op

Op.Type

Field Summary

Fields inherited from class org.nd4j.linalg.api.ops.BaseAccumulation

applyFinalTransform, finalResult, finalResultComplex

Fields inherited from class org.nd4j.linalg.api.ops.BaseOp

extraArgs, n, numProcessed, passThrough, x, y, z

Constructor Summary

Constructors

Constructor and Description
BaseLossFunction()
BaseLossFunction(INDArray x)
BaseLossFunction(INDArray x, INDArray y)
BaseLossFunction(INDArray x, INDArray y, INDArray z, long n)
BaseLossFunction(INDArray x, INDArray y, long n)

Method Summary

Modifier and Type	Method and Description
INDArray	input() The true
INDArray	output() The guess

Methods inherited from class org.nd4j.linalg.api.ops.BaseAccumulation

applyFinalTransform, calculateFinalResult, calculateFinalResult, combineSubResults, combineSubResults, combineSubResults, currentResult, getAndSetFinalResult, getAndSetFinalResult, getAndSetFinalResult, getFinalResult, getFinalResultComplex, init, noOp, numProcessed, op, op, op, op, op, op, op, op, setApplyFinalTransform, setFinalResult, setFinalResultComplex, zeroComplex, zeroDouble, zeroFloat

Methods inherited from class org.nd4j.linalg.api.ops.BaseOp

exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, getOpType, isExecSpecial, isPassThrough, n, setN, setX, setY, setZ, toString, x, y, z

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.nd4j.linalg.api.ops.Accumulation

applyFinalTransform, calculateFinalResult, calculateFinalResult, combineSubResults, combineSubResults, combineSubResults, currentResult, getAndSetFinalResult, getAndSetFinalResult, getAndSetFinalResult, getFinalResult, getFinalResultComplex, noOp, op, op, op, op, setApplyFinalTransform, setFinalResult, setFinalResultComplex, update, update, update, update, update, update, update, update, update, zeroComplex, zeroDouble, zeroFloat

Methods inherited from interface org.nd4j.linalg.api.ops.Op

exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, init, isExecSpecial, isPassThrough, n, name, numProcessed, op, op, op, op, opForDimension, opForDimension, opNum, setN, setX, setY, setZ, x, y, z

Constructor Detail

BaseLossFunction

public BaseLossFunction(INDArray x,
                        INDArray y,
                        INDArray z,
                        long n)

BaseLossFunction

public BaseLossFunction(INDArray x,
                        INDArray y,
                        long n)

BaseLossFunction

public BaseLossFunction(INDArray x)

BaseLossFunction

public BaseLossFunction(INDArray x,
                        INDArray y)

BaseLossFunction

public BaseLossFunction()

Method Detail

input

public INDArray input()

Description copied from interface: LossFunction

The true

Specified by:

input in interface LossFunction

Returns:

output

public INDArray output()

Description copied from interface: LossFunction

The guess

Specified by:

output in interface LossFunction

Returns: