RetrieveTPUEmbeddingProximalAdagradParameters

public final class RetrieveTPUEmbeddingProximalAdagradParameters

Retrieve proximal Adagrad 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

RetrieveTPUEmbeddingProximalAdagradParameters.Options

Optional attributes for RetrieveTPUEmbeddingProximalAdagradParameters

Public Methods

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

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options config (String config)

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

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of RetrieveTPUEmbeddingProximalAdagradParameters

public Output<Float> parameters ()

Parameter parameters updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableName (String tableName)