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

RetrieveTPUEmbeddingCenteredRMSPropParameters

public final class RetrieveTPUEmbeddingCenteredRMSPropParameters

Retrieve centered RMSProp 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 RetrieveTPUEmbeddingCenteredRMSPropParameters.Options Optional attributes for RetrieveTPUEmbeddingCenteredRMSPropParameters

Public Methods

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

Inherited Methods

Public Methods

public static RetrieveTPUEmbeddingCenteredRMSPropParameters.Options config (String config)

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

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

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

public Output <Float> mg ()

Parameter mg updated by the centered RMSProp optimization algorithm.

public Output <Float> mom ()

Parameter mom updated by the centered RMSProp optimization algorithm.

public Output <Float> ms ()

Parameter ms updated by the centered RMSProp optimization algorithm.

public Output <Float> parameters ()

Parameter parameters updated by the centered RMSProp optimization algorithm.

public static RetrieveTPUEmbeddingCenteredRMSPropParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingCenteredRMSPropParameters.Options tableName (String tableName)