RetrieveTPUEmbeddingRMSPropParameters

public final class RetrieveTPUEmbeddingRMSPropParameters

Retrieve RMSProp 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

RetrieveTPUEmbeddingRMSPropParameters.Options

Optional attributes for RetrieveTPUEmbeddingRMSPropParameters

Public Methods

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

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

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of RetrieveTPUEmbeddingRMSPropParameters

public Output<Float> mom ()

Parameter mom updated by the RMSProp optimization algorithm.

public Output<Float> ms ()

Parameter ms updated by the RMSProp optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the RMSProp optimization algorithm.

public static RetrieveTPUEmbeddingRMSPropParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingRMSPropParameters.Options tableName (String tableName)