LoadTPUEmbeddingCenteredRMSPropParameters

public final class LoadTPUEmbeddingCenteredRMSPropParameters

Load centered RMSProp embedding parameters.

An op that loads optimization parameters into HBM for embedding. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to install parameters that are loaded from a checkpoint before a training loop is executed.

Nested Classes

class

LoadTPUEmbeddingCenteredRMSPropParameters.Options

Optional attributes for LoadTPUEmbeddingCenteredRMSPropParameters

Constants

String

OP_NAME

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

Public Methods

static LoadTPUEmbeddingCenteredRMSPropParameters.Options	config(String config)
static LoadTPUEmbeddingCenteredRMSPropParameters	create(Scope scope, Operand<TFloat32> parameters, Operand<TFloat32> ms, Operand<TFloat32> mom, Operand<TFloat32> mg, Long numShards, Long shardId, Options... options) Factory method to create a class wrapping a new LoadTPUEmbeddingCenteredRMSPropParameters operation.
static LoadTPUEmbeddingCenteredRMSPropParameters.Options	tableId(Long tableId)
static LoadTPUEmbeddingCenteredRMSPropParameters.Options	tableName(String tableName)

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: "LoadTPUEmbeddingCenteredRMSPropParameters"

Public Methods

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options config (String config)

public static LoadTPUEmbeddingCenteredRMSPropParameters create (Scope scope, Operand<TFloat32> parameters, Operand<TFloat32> ms, Operand<TFloat32> mom, Operand<TFloat32> mg, Long numShards, Long shardId, Options... options)

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

Parameters

scope	current scope
parameters	Value of parameters used in the centered RMSProp optimization algorithm.
ms	Value of ms used in the centered RMSProp optimization algorithm.
mom	Value of mom used in the centered RMSProp optimization algorithm.
mg	Value of mg used in the centered RMSProp optimization algorithm.
options	carries optional attributes values

Returns

• a new instance of LoadTPUEmbeddingCenteredRMSPropParameters

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableName (String tableName)