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RetrieveTPUEmbeddingAdagradMomentumParameters

public final class RetrieveTPUEmbeddingAdagradMomentumParameters

Retrieve Adagrad Momentum 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 RetrieveTPUEmbeddingAdagradMomentumParameters.Options Optional attributes for RetrieveTPUEmbeddingAdagradMomentumParameters  

Public Methods

Output<Float>
accumulators()
Parameter accumulators updated by the Adagrad Momentum optimization algorithm.
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options
config(String config)
static RetrieveTPUEmbeddingAdagradMomentumParameters
create(Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingAdagradMomentumParameters operation.
Output<Float>
momenta()
Parameter momenta updated by the Adagrad Momentum optimization algorithm.
Output<Float>
parameters()
Parameter parameters updated by the Adagrad Momentum optimization algorithm.
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options
tableId(Long tableId)
static RetrieveTPUEmbeddingAdagradMomentumParameters.Options
tableName(String tableName)

Inherited Methods

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the Adagrad Momentum optimization algorithm.

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options config (String config)

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

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

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

public Output<Float> momenta ()

Parameter momenta updated by the Adagrad Momentum optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the Adagrad Momentum optimization algorithm.

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingAdagradMomentumParameters.Options tableName (String tableName)