RetrieveTPUEmbeddingMDLAdagradLightParameters

public final class RetrieveTPUEmbeddingMDLAdagradLightParameters

Retrieve MDL Adagrad Light 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 RetrieveTPUEmbeddingMDLAdagradLightParameters.Options Optional attributes for RetrieveTPUEmbeddingMDLAdagradLightParameters

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 MDL Adagrad Light optimization algorithm.
Output < TFloat32 >
benefits ()
Parameter benefits updated by the MDL Adagrad Light optimization algorithm.
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
config (String config)
static RetrieveTPUEmbeddingMDLAdagradLightParameters
create ( Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingMDLAdagradLightParameters operation.
Output < TFloat32 >
parameters ()
Parameter parameters updated by the MDL Adagrad Light optimization algorithm.
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
tableId (Long tableId)
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
tableName (String tableName)
Output < TFloat32 >
weights ()
Parameter weights updated by the MDL Adagrad Light optimization algorithm.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "RetrieveTPUEmbeddingMDLAdagradLightParameters"

Public Methods

public Output < TFloat32 > accumulators ()

Parameter accumulators updated by the MDL Adagrad Light optimization algorithm.

public Output < TFloat32 > benefits ()

Parameter benefits updated by the MDL Adagrad Light optimization algorithm.

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options config (String config)

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

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

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

public Output < TFloat32 > parameters ()

Parameter parameters updated by the MDL Adagrad Light optimization algorithm.

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options tableName (String tableName)

public Output < TFloat32 > weights ()

Parameter weights updated by the MDL Adagrad Light optimization algorithm.