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

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)