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RandomShuffleQueue

public final class RandomShuffleQueue

A queue that randomizes the order of elements.

Nested Classes

class RandomShuffleQueue.Options Optional attributes for RandomShuffleQueue

Constants

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

Public Methods

Output<TType>	asOutput() Returns the symbolic handle of the tensor.
static RandomShuffleQueue.Options	capacity(Long capacity)
static RandomShuffleQueue.Options	container(String container)
static RandomShuffleQueue	create(Scope scope, List<Class<? extends TType>> componentTypes, Options... options) Factory method to create a class wrapping a new RandomShuffleQueue operation.
Output<?>	handle() The handle to the queue.
static RandomShuffleQueue.Options	minAfterDequeue(Long minAfterDequeue)
static RandomShuffleQueue.Options	seed(Long seed)
static RandomShuffleQueue.Options	seed2(Long seed2)
static RandomShuffleQueue.Options	shapes(List<Shape> shapes)
static RandomShuffleQueue.Options	sharedName(String sharedName)

Inherited Methods

From class 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()

From class java.lang.Object

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()

From interface 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`.

From interface org.tensorflow.Operand

abstract Output<TType>	asOutput() Returns the symbolic handle of the tensor.
abstract TType	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<TType>	type() Returns the tensor type of this operand

From interface 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: "RandomShuffleQueueV2"

Public Methods

public Output<TType> 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 RandomShuffleQueue.Options capacity (Long capacity)

Parameters

capacity	The upper bound on the number of elements in this queue. Negative numbers mean no limit.

public static RandomShuffleQueue.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 RandomShuffleQueue create (Scope scope, List<Class<? extends TType>> componentTypes, Options... options)

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

Parameters

scope	current scope
componentTypes	The type of each component in a value.
options	carries optional attributes values

Returns

a new instance of RandomShuffleQueue

public Output<?> handle ()

The handle to the queue.

public static RandomShuffleQueue.Options minAfterDequeue (Long minAfterDequeue)

Parameters

minAfterDequeue	Dequeue will block unless there would be this many elements after the dequeue or the queue is closed. This ensures a minimum level of mixing of elements.

public static RandomShuffleQueue.Options seed (Long seed)

Parameters

seed	If either seed or seed2 is set to be non-zero, the random number generator is seeded by the given seed. Otherwise, a random seed is used.

public static RandomShuffleQueue.Options seed2 (Long seed2)

Parameters

seed2	A second seed to avoid seed collision.

public static RandomShuffleQueue.Options shapes (List<Shape> shapes)

Parameters

shapes	The shape of each component in a value. The length of this attr must be either 0 or the same as the length of component_types. If the length of this attr is 0, the shapes of queue elements are not constrained, and only one element may be dequeued at a time.

public static RandomShuffleQueue.Options sharedName (String sharedName)

Parameters

sharedName	If non-empty, this queue will be shared under the given name across multiple sessions.