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RetrieveTPUEmbeddingAdadeltaParameters

public final class RetrieveTPUEmbeddingAdadeltaParameters

Retrieve Adadelta 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 RetrieveTPUEmbeddingAdadeltaParameters.Options Optional attributes for RetrieveTPUEmbeddingAdadeltaParameters

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output < TFloat32 >
accumulators ()
Parameter accumulators updated by the Adadelta optimization algorithm.
static RetrieveTPUEmbeddingAdadeltaParameters.Options
config (String config)
static RetrieveTPUEmbeddingAdadeltaParameters
create ( Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingAdadeltaParameters operation.
Output < TFloat32 >
parameters ()
Parameter parameters updated by the Adadelta optimization algorithm.
static RetrieveTPUEmbeddingAdadeltaParameters.Options
tableId (Long tableId)
static RetrieveTPUEmbeddingAdadeltaParameters.Options
tableName (String tableName)
Output < TFloat32 >
updates ()
Parameter updates updated by the Adadelta optimization algorithm.

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RetrieveTPUEmbeddingAdadeltaParameters"

Public Methods

public Output < TFloat32 > accumulators ()

Parameter accumulators updated by the Adadelta optimization algorithm.

public static RetrieveTPUEmbeddingAdadeltaParameters.Options config (String config)

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

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

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

public Output < TFloat32 > parameters ()

Parameter parameters updated by the Adadelta optimization algorithm.

public static RetrieveTPUEmbeddingAdadeltaParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingAdadeltaParameters.Options tableName (String tableName)

public Output < TFloat32 > updates ()

Parameter updates updated by the Adadelta optimization algorithm.