LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

public final class LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

Load frequency estimator embedding parameters with debug support.

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

LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug.Options

Optional attributes for LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

Public Methods

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

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

Factory method to create a class wrapping a new LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug 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.
gradientAccumulators	Value of gradient_accumulators used in the frequency estimator optimization algorithm.
options	carries optional attributes values

Returns

• a new instance of LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

public static LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug.Options tableId (Long tableId)

public static LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug.Options tableName (String tableName)