LoadTPUEmbeddingFrequencyEstimatorParameters

public final class LoadTPUEmbeddingFrequencyEstimatorParameters

Load frequency estimator 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

LoadTPUEmbeddingFrequencyEstimatorParameters.Options

Optional attributes for LoadTPUEmbeddingFrequencyEstimatorParameters

Public Methods

static LoadTPUEmbeddingFrequencyEstimatorParameters.Options	config(String config)
static LoadTPUEmbeddingFrequencyEstimatorParameters	create(Scope scope, Operand<Float> parameters, Operand<Float> lastHitStep, Long numShards, Long shardId, Options... options) Factory method to create a class wrapping a new LoadTPUEmbeddingFrequencyEstimatorParameters operation.
static LoadTPUEmbeddingFrequencyEstimatorParameters.Options	tableId(Long tableId)
static LoadTPUEmbeddingFrequencyEstimatorParameters.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 LoadTPUEmbeddingFrequencyEstimatorParameters.Options config (String config)

public static LoadTPUEmbeddingFrequencyEstimatorParameters create (Scope scope, Operand<Float> parameters, Operand<Float> lastHitStep, Long numShards, Long shardId, Options... options)

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

Parameters

scope	current scope
parameters	Value of parameters used in the frequency estimator optimization algorithm.
lastHitStep	Value of last_hit_step used in the frequency estimator optimization algorithm.
options	carries optional attributes values

Returns

• a new instance of LoadTPUEmbeddingFrequencyEstimatorParameters

public static LoadTPUEmbeddingFrequencyEstimatorParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingFrequencyEstimatorParameters.Options tableName (String tableName)