RetrieveTPUEmbeddingProximalAdagradParameters

public final class RetrieveTPUEmbeddingProximalAdagradParameters

Retrieve proximal Adagrad 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 RetrieveTPUEmbeddingProximalAdagradParameters.Options Optional attributes for RetrieveTPUEmbeddingProximalAdagradParameters  

Public Methods

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

Inherited Methods

org.tensorflow.op.PrimitiveOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Returns the underlying 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()

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options config (String config)

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

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

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

public Output<Float> parameters ()

Parameter parameters updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingProximalAdagradParameters.Options tableName (String tableName)