RetrieveTPUEmbeddingRMSPropParameters

public final class RetrieveTPUEmbeddingRMSPropParameters

Retrieve 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 RetrieveTPUEmbeddingRMSPropParameters.Options Optional attributes for RetrieveTPUEmbeddingRMSPropParameters

Constants

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

Public Methods

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

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "RetrieveTPUEmbeddingRMSPropParameters"

Public Methods

public static RetrieveTPUEmbeddingRMSPropParameters.Options config (String config)

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

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

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

public Output < TFloat32 > mom ()

Parameter mom updated by the RMSProp optimization algorithm.

public Output < TFloat32 > ms ()

Parameter ms updated by the RMSProp optimization algorithm.

public Output < TFloat32 > parameters ()

Parameter parameters updated by the RMSProp optimization algorithm.

public static RetrieveTPUEmbeddingRMSPropParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingRMSPropParameters.Options tableName (String tableName)