Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

RetrieveTPUEmbeddingProximalAdagradParameters

public final class RetrieveTPUEmbeddingProximalAdagradParameters

Retrieve proximal 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 RetrieveTPUEmbeddingProximalAdagradParameters.Options Optional attributes for RetrieveTPUEmbeddingProximalAdagradParameters

Public Methods

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

Inherited Methods

Public Methods

public Output <Float> accumulators ()

Parameter accumulators updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options config (String config)

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

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

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

public Output <Float> parameters ()

Parameter parameters updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableName (String tableName)