Stage

public final class Stage

Stage values similar to a lightweight Enqueue.

The basic functionality of this Op is similar to a queue with many fewer capabilities and options. This Op is optimized for performance.

Nested Classes

class Stage.Options Optional attributes for Stage  

Constants

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

Public Methods

static Stage.Options
capacity(Long capacity)
static Stage.Options
container(String container)
static Stage
create(Scope scope, Iterable<Operand<?>> values, Options... options)
Factory method to create a class wrapping a new Stage operation.
static Stage.Options
memoryLimit(Long memoryLimit)
static Stage.Options
sharedName(String sharedName)

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: "Stage"

Public Methods

public static Stage.Options capacity (Long capacity)

Parameters
capacity Maximum number of elements in the Staging Area. If > 0, inserts on the container will block when the capacity is reached.

public static Stage.Options container (String container)

Parameters
container If non-empty, this queue is placed in the given container. Otherwise, a default container is used.

public static Stage create (Scope scope, Iterable<Operand<?>> values, Options... options)

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

Parameters
scope current scope
values a list of tensors dtypes A list of data types that inserted values should adhere to.
options carries optional attributes values
Returns
  • a new instance of Stage

public static Stage.Options memoryLimit (Long memoryLimit)

Parameters
memoryLimit The maximum number of bytes allowed for Tensors in the Staging Area. If > 0, inserts will block until sufficient space is available.

public static Stage.Options sharedName (String sharedName)

Parameters
sharedName It is necessary to match this name to the matching Unstage Op.