RetrieveTPUEmbeddingAdadeltaParameters

public final class RetrieveTPUEmbeddingAdadeltaParameters

Retrieve Adadelta 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 RetrieveTPUEmbeddingAdadeltaParameters.Options Optional attributes for RetrieveTPUEmbeddingAdadeltaParameters

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<TFloat32>	accumulators() Parameter accumulators updated by the Adadelta optimization algorithm.
static RetrieveTPUEmbeddingAdadeltaParameters.Options	config(String config)
static RetrieveTPUEmbeddingAdadeltaParameters	create(Scope scope, Long numShards, Long shardId, Options... options) Factory method to create a class wrapping a new RetrieveTPUEmbeddingAdadeltaParameters operation.
Output<TFloat32>	parameters() Parameter parameters updated by the Adadelta optimization algorithm.
static RetrieveTPUEmbeddingAdadeltaParameters.Options	tableId(Long tableId)
static RetrieveTPUEmbeddingAdadeltaParameters.Options	tableName(String tableName)
Output<TFloat32>	updates() Parameter updates updated by the Adadelta optimization algorithm.

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `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()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RetrieveTPUEmbeddingAdadeltaParameters"

Public Methods

public Output<TFloat32> accumulators ()

Parameter accumulators updated by the Adadelta optimization algorithm.

public static RetrieveTPUEmbeddingAdadeltaParameters.Options config (String config)

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

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

a new instance of RetrieveTPUEmbeddingAdadeltaParameters

public Output<TFloat32> parameters ()

Parameter parameters updated by the Adadelta optimization algorithm.

public static RetrieveTPUEmbeddingAdadeltaParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingAdadeltaParameters.Options tableName (String tableName)

public Output<TFloat32> updates ()

Parameter updates updated by the Adadelta optimization algorithm.