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

org.tensorflow.op.RawOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Return this unit of computation as a single Operation.
final String
toString()
boolean
equals(Object arg0)
final Class<?>
getClass()
int
hashCode()
final void
notify()
final void
notifyAll()
String
toString()
final void
wait(long arg0, int arg1)
final void
wait(long arg0)
final void
wait()
org.tensorflow.op.Op
abstract ExecutionEnvironment
env()
Return the execution environment this op was created in.
abstract Operation
op()
Return this unit of computation as a single Operation.

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.