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RetrieveTPUEmbeddingFrequencyEstimatorParameters

public final class RetrieveTPUEmbeddingFrequencyEstimatorParameters

Retrieve frequency estimator 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 RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options Optional attributes for RetrieveTPUEmbeddingFrequencyEstimatorParameters  

Public Methods

static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options
config(String config)
static RetrieveTPUEmbeddingFrequencyEstimatorParameters
create(Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingFrequencyEstimatorParameters operation.
Output<Float>
lastHitStep()
Parameter last_hit_step updated by the frequency estimator optimization algorithm.
Output<Float>
parameters()
Parameter parameters updated by the frequency estimator optimization algorithm.
static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options
tableId(Long tableId)
static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options
tableName(String tableName)

Inherited Methods

Public Methods

public static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options config (String config)

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

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

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of RetrieveTPUEmbeddingFrequencyEstimatorParameters

public Output<Float> lastHitStep ()

Parameter last_hit_step updated by the frequency estimator optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the frequency estimator optimization algorithm.

public static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingFrequencyEstimatorParameters.Options tableName (String tableName)