OutfeedDequeue

public final class OutfeedDequeue

Retrieves a single tensor from the computation outfeed.

This operation will block indefinitely until data is available.

Nested Classes

class OutfeedDequeue.Options Optional attributes for OutfeedDequeue  

Constants

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

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of the tensor.
static <T extends TType> OutfeedDequeue<T>
create(Scope scope, Class<T> dtype, Shape shape, Options... options)
Factory method to create a class wrapping a new OutfeedDequeue operation.
static OutfeedDequeue.Options
deviceOrdinal(Long deviceOrdinal)
Output<T>
output()
A tensor that will be read from the device outfeed.

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.
org.tensorflow.Operand
abstract Output<T>
asOutput()
Returns the symbolic handle of the tensor.
abstract T
asTensor()
Returns the tensor at this operand.
abstract Shape
shape()
Returns the (possibly partially known) shape of the tensor referred to by the Output of this operand.
abstract Class<T>
type()
Returns the tensor type of this operand
org.tensorflow.ndarray.Shaped
abstract int
rank()
abstract Shape
shape()
abstract long
size()
Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "OutfeedDequeue"

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static OutfeedDequeue<T> create (Scope scope, Class<T> dtype, Shape shape, Options... options)

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

Parameters
scope current scope
dtype The type of elements in the tensor.
shape The shape of the tensor.
options carries optional attributes values
Returns
  • a new instance of OutfeedDequeue

public static OutfeedDequeue.Options deviceOrdinal (Long deviceOrdinal)

Parameters
deviceOrdinal The TPU device to use. This should be -1 when the Op is running on a TPU device, and >= 0 when the Op is running on the CPU device.

public Output<T> output ()

A tensor that will be read from the device outfeed.