org.nd4j.linalg.api.ops.impl.layers.convolution

Class LegacyPooling2D

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseTransformOp

org.nd4j.linalg.api.ops.impl.layers.convolution.LegacyPooling2D

All Implemented Interfaces:

Op, TransformOp

Deprecated.

Note: This operation will be removed in a future release

@Deprecated
public class LegacyPooling2D
extends BaseTransformOp

Legacy version of the Pooling2D operation

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LegacyPooling2D.Pooling2DType Deprecated.

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

Op.Type

Field Summary

Fields

Modifier and Type	Field and Description
protected DataBuffer	im2colShape Deprecated.

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

extraArgs, extraArgz, n, numProcessed, passThrough, x, xVertexId, y, yVertexId, z, zVertexId

Fields inherited from class org.nd4j.autodiff.functions.DifferentialFunction

dimensions, inPlace, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor and Description
LegacyPooling2D() Deprecated.
LegacyPooling2D(INDArray x, int kh, int kw, int sy, int sx, int ph, int pw, int dh, int dw, boolean isSameMode, LegacyPooling2D.Pooling2DType type, double extra, INDArray z) Deprecated.

Method Summary

Modifier and Type	Method and Description
List<SDVariable>	doDiff(List<SDVariable> f1) Deprecated. The actual implementation for automatic differentiation.
Object[]	extraArgs() Deprecated. Extra arguments
boolean	isExecSpecial() Deprecated. Whether the executioner needs to do a special call or not
String	onnxName() Deprecated. The opName of this function in onnx
String	opName() Deprecated. The name of the op
int	opNum() Deprecated. The number of the op (mainly for old legacy XYZ ops like Op)
String	tensorflowName() Deprecated. The opName of this function tensorflow

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

calculateOutputShape, opType, z

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

equals, exec, exec, extraArgsBuff, extraArgsDataBuff, getOpType, hashCode, init, initFromOnnx, initFromTensorFlow, isPassThrough, n, numProcessed, outputVariables, setN, setX, setY, setZ, toCustomOp, toString, x, y

Methods inherited from class org.nd4j.autodiff.functions.DifferentialFunction

arg, args, asProperties, attributeAdaptersForFunction, configFieldName, diff, dup, f, getValue, hasPlaceHolderInputs, isConfigProperties, larg, mappingsForFunction, onnxNames, outputVariables, propertiesForFunction, rarg, resolvePropertiesFromSameDiffBeforeExecution, setInstanceId, setValueFor, tensorflowNames

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

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

exec, exec, extraArgsBuff, extraArgsDataBuff, init, isPassThrough, n, numProcessed, setExtraArgs, setN, setX, setY, setZ, toCustomOp, x, y

Field Detail

im2colShape

protected DataBuffer im2colShape

Deprecated.

Constructor Detail

LegacyPooling2D

public LegacyPooling2D()

Deprecated.

LegacyPooling2D

public LegacyPooling2D(INDArray x,
                       int kh,
                       int kw,
                       int sy,
                       int sx,
                       int ph,
                       int pw,
                       int dh,
                       int dw,
                       boolean isSameMode,
                       LegacyPooling2D.Pooling2DType type,
                       double extra,
                       INDArray z)

Deprecated.

Method Detail

isExecSpecial

public boolean isExecSpecial()

Deprecated.

Description copied from interface: Op

Whether the executioner needs to do a special call or not

Specified by:

isExecSpecial in interface Op

Overrides:

isExecSpecial in class BaseOp

Returns:

true if the executioner needs to do a special call or not false otherwise

opNum

public int opNum()

Deprecated.

Description copied from class: DifferentialFunction

The number of the op (mainly for old legacy XYZ ops like Op)

Specified by:

opNum in interface Op

Overrides:

opNum in class DifferentialFunction

Returns:

opName

public String opName()

Deprecated.

Description copied from class: DifferentialFunction

The name of the op

Specified by:

opName in interface Op

Overrides:

opName in class DifferentialFunction

Returns:

the opName of this operation

extraArgs

public Object[] extraArgs()

Deprecated.

Description copied from interface: Op

Extra arguments

Specified by:

extraArgs in interface Op

Overrides:

extraArgs in class BaseOp

Returns:

the extra arguments

onnxName

public String onnxName()

Deprecated.

Description copied from class: DifferentialFunction

The opName of this function in onnx

Specified by:

onnxName in class DifferentialFunction

Returns:

tensorflowName

public String tensorflowName()

Deprecated.

Description copied from class: DifferentialFunction

The opName of this function tensorflow

Specified by:

tensorflowName in class DifferentialFunction

Returns:

doDiff

public List<SDVariable> doDiff(List<SDVariable> f1)

Deprecated.

Description copied from class: DifferentialFunction

The actual implementation for automatic differentiation.

Specified by:

doDiff in class DifferentialFunction

Returns: