org.nd4j.linalg.api.ops.random.impl

Class DropOutInverted

java.lang.Object

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.random.BaseRandomOp

org.nd4j.linalg.api.ops.random.impl.DropOutInverted

All Implemented Interfaces:

Op, RandomOp

public class DropOutInverted
extends BaseRandomOp

Inverted DropOut implementation as Op

Author:

raver119@gmail.com

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.BaseOp

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

Constructor Summary

Constructors

Constructor and Description
DropOutInverted()
DropOutInverted(INDArray x, double p)
DropOutInverted(INDArray x, INDArray z, double p)
DropOutInverted(INDArray x, INDArray z, double p, long n)

Method Summary

Modifier and Type	Method and Description
void	init(INDArray x, INDArray y, INDArray z, long n) Initialize the operation based on the parameters
String	name() The name of this operation
int	opNum() An op number

Methods inherited from class org.nd4j.linalg.api.ops.random.BaseRandomOp

op, op, op, op, op, op, op, op, opForDimension, opForDimension

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

exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, getOpType, isExecSpecial, isPassThrough, n, numProcessed, 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.Op

exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, isExecSpecial, isPassThrough, n, numProcessed, setExtraArgs, setN, setX, setY, setZ, x, y, z

Constructor Detail

DropOutInverted

public DropOutInverted()

DropOutInverted

public DropOutInverted(@NonNull
                       INDArray x,
                       double p)

DropOutInverted

public DropOutInverted(@NonNull
                       INDArray x,
                       @NonNull
                       INDArray z,
                       double p)

DropOutInverted

public DropOutInverted(@NonNull
                       INDArray x,
                       @NonNull
                       INDArray z,
                       double p,
                       long n)

Method Detail

opNum

public int opNum()

Description copied from interface: Op

An op number

Returns:

name

public String name()

Description copied from interface: Op

The name of this operation

Returns:

the name of this operation

init

public void init(INDArray x,
                 INDArray y,
                 INDArray z,
                 long n)

Description copied from interface: Op

Initialize the operation based on the parameters

Specified by:

init in interface Op

Overrides:

init in class BaseOp

Parameters:

x - the input

y - the pairwise transform ndarray

z - the resulting ndarray

n - the number of elements