Class XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput.Inputs

java.lang.Object

org.tensorflow.op.RawOpInputs<XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput>

org.tensorflow.op.xla.XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput.Inputs

Enclosing class:

XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput

public static class XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput.Inputs
extends RawOpInputs<XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput>

Field Summary

Fields

Modifier and Type	Field	Description
final Operand<TFloat32>	accumulator	The accumulator input
final Operand<TFloat32>	activationGradients	The activationGradients input
final float	beta	The beta attribute
final float	clipWeightMax	The clipWeightMax attribute
final float	clipWeightMin	The clipWeightMin attribute
final Operand<TFloat32>	combinerWeightsLearningRate	The combinerWeightsLearningRate input
final Operand<TFloat32>	embeddingTable	The embeddingTable input
final float	l1RegularizationStrength	The l1RegularizationStrength attribute
final float	l2RegularizationStrength	The l2RegularizationStrength attribute
final Operand<TFloat32>	learningRate	The learningRate input
final float	learningRatePower	The learningRatePower attribute
final Operand<TFloat32>	linear	The linear input
final long	maxValency	The maxValency attribute
final boolean	multiplyLinearByLearningRate	The multiplyLinearByLearningRate attribute
final long	numSparsecoresPerDevice	The numSparsecoresPerDevice attribute
final long	numWeights	The numWeights attribute
final Operand<TInt32>	preservedValencies	The preservedValencies input
final Operand<TFloat32>	preservedVectors	The preservedVectors input
final Operand<TFloat32>	preservedWeights	The preservedWeights input
final Operand<TInt32>	rowPointers	The rowPointers input
final Operand<TFloat32>	sortedGains	The sortedGains input
final Operand<TInt32>	sortedPosIds	The sortedPosIds input
final Operand<TInt32>	sortedSampleIds	The sortedSampleIds input
final Operand<TInt32>	sortedTokenIds	The sortedTokenIds input
final String	tableName	The tableName attribute
final Operand<TFloat32>	weights	The weights input

Constructor Summary

Constructors

Constructor	Description
Inputs(GraphOperation op)

Method Summary

Methods inherited from class RawOpInputs

attributeMetadata, attributeNames, attributes, attributeValue, attributeValues, equals, getOutputs, hashCode, toString

Modifier and Type	Method	Description
AttributeMetadata	attributeMetadata(String name)	Get the metadata for an attribute
Set<String>	attributeNames()	Get the names of this op's attributes
OperationAttributeInspector	attributes()	Get an inspector for the operation's attributes.
AttrValue	attributeValue(String name)	Get the value of an attribute as an AttrValue proto.
Map<String, AttrValue>	attributeValues()	Get all attribute value protos
final boolean	equals(Object obj)
XlaSparseDenseMatmulCustomCombinerOnTcGradWithFtrlAndCsrInput	getOutputs()	The outputs of this operation.
final int	hashCode()
final String	toString()

Methods inherited from class Object

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

Field Details

rowPointers

public final Operand<TInt32> rowPointers

The rowPointers input

sortedSampleIds

public final Operand<TInt32> sortedSampleIds

The sortedSampleIds input

sortedTokenIds

public final Operand<TInt32> sortedTokenIds

The sortedTokenIds input

sortedPosIds

public final Operand<TInt32> sortedPosIds

The sortedPosIds input

sortedGains

public final Operand<TFloat32> sortedGains

The sortedGains input

weights

public final Operand<TFloat32> weights

The weights input

preservedValencies

public final Operand<TInt32> preservedValencies

The preservedValencies input

preservedVectors

public final Operand<TFloat32> preservedVectors

The preservedVectors input

preservedWeights

public final Operand<TFloat32> preservedWeights

The preservedWeights input

activationGradients

public final Operand<TFloat32> activationGradients

The activationGradients input

learningRate

public final Operand<TFloat32> learningRate

The learningRate input

combinerWeightsLearningRate

public final Operand<TFloat32> combinerWeightsLearningRate

The combinerWeightsLearningRate input

embeddingTable

public final Operand<TFloat32> embeddingTable

The embeddingTable input

accumulator

public final Operand<TFloat32> accumulator

The accumulator input

linear

public final Operand<TFloat32> linear

The linear input

multiplyLinearByLearningRate

public final boolean multiplyLinearByLearningRate

The multiplyLinearByLearningRate attribute

beta

public final float beta

The beta attribute

learningRatePower

public final float learningRatePower

The learningRatePower attribute

l1RegularizationStrength

public final float l1RegularizationStrength

The l1RegularizationStrength attribute

l2RegularizationStrength

public final float l2RegularizationStrength

The l2RegularizationStrength attribute

clipWeightMin

public final float clipWeightMin

The clipWeightMin attribute

clipWeightMax

public final float clipWeightMax

The clipWeightMax attribute

maxValency

public final long maxValency

The maxValency attribute

numWeights

public final long numWeights

The numWeights attribute

tableName

public final String tableName

The tableName attribute

numSparsecoresPerDevice

public final long numSparsecoresPerDevice

The numSparsecoresPerDevice attribute

Constructor Details

Inputs

public Inputs(GraphOperation op)