RetrieveTPUEmbeddingAdagradMomentumParameters

public final class RetrieveTPUEmbeddingAdagradMomentumParameters

Retrieve Adagrad Momentum embedding parameters.

An op that retrieves optimization parameters from embedding to host memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to retrieve updated parameters before saving a checkpoint.

Nested Classes

class

RetrieveTPUEmbeddingAdagradMomentumParameters.Options

Optional attributes for RetrieveTPUEmbeddingAdagradMomentumParameters

Public Methods

Output<Float>	accumulators() Parameter accumulators updated by the Adagrad Momentum optimization algorithm.
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options	config(String config)
static RetrieveTPUEmbeddingAdagradMomentumParameters	create(Scope scope, Long numShards, Long shardId, Options... options) Factory method to create a class wrapping a new RetrieveTPUEmbeddingAdagradMomentumParameters operation.
Output<Float>	momenta() Parameter momenta updated by the Adagrad Momentum optimization algorithm.
Output<Float>	parameters() Parameter parameters updated by the Adagrad Momentum optimization algorithm.
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options	tableId(Long tableId)
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options	tableName(String tableName)

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the Adagrad Momentum optimization algorithm.

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options config (String config)

public static RetrieveTPUEmbeddingAdagradMomentumParameters create (Scope scope, Long numShards, Long shardId, Options... options)

Factory method to create a class wrapping a new RetrieveTPUEmbeddingAdagradMomentumParameters operation.

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of RetrieveTPUEmbeddingAdagradMomentumParameters

public Output<Float> momenta ()

Parameter momenta updated by the Adagrad Momentum optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the Adagrad Momentum optimization algorithm.

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options tableName (String tableName)