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RetrieveTPUEmbeddingAdagradParameters

public final class RetrieveTPUEmbeddingAdagradParameters

Retrieve Adagrad 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 RetrieveTPUEmbeddingAdagradParameters.Options Optional attributes for RetrieveTPUEmbeddingAdagradParameters  

Public Methods

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

Inherited Methods

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingAdagradParameters.Options config (String config)

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

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

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

public Output<Float> parameters ()

Parameter parameters updated by the Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingAdagradParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingAdagradParameters.Options tableName (String tableName)