Unbatch

public final class Unbatch

Reverses the operation of Batch for a single output Tensor.

An instance of Unbatch either receives an empty batched_tensor, in which case it asynchronously waits until the values become available from a concurrently running instance of Unbatch with the same container and shared_name, or receives a non-empty batched_tensor in which case it finalizes all other concurrently running instances and outputs its own element from the batch.

batched_tensor: The possibly transformed output of Batch. The size of the first dimension should remain unchanged by the transformations for the operation to work. batch_index: The matching batch_index obtained from Batch. id: The id scalar emitted by Batch. unbatched_tensor: The Tensor corresponding to this execution. timeout_micros: Maximum amount of time (in microseconds) to wait to receive the batched input tensor associated with a given invocation of the op. container: Container to control resource sharing. shared_name: Instances of Unbatch with the same container and shared_name are assumed to possibly belong to the same batch. If left empty, the op name will be used as the shared name.

Nested Classes

class Unbatch.Options Optional attributes for Unbatch

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 Unbatch.Options	container(String container)
static <T extends TType> Unbatch<T>	create(Scope scope, Operand<T> batchedTensor, Operand<TInt64> batchIndex, Operand<TInt64> id, Long timeoutMicros, Options... options) Factory method to create a class wrapping a new Unbatch operation.
static Unbatch.Options	sharedName(String sharedName)
Output<T>	unbatchedTensor()

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<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

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: "Unbatch"

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 Unbatch.Options container (String container)

public static Unbatch<T> create (Scope scope, Operand<T> batchedTensor, Operand<TInt64> batchIndex, Operand<TInt64> id, Long timeoutMicros, Options... options)

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

a new instance of Unbatch

Unbatch

Nested Classes

Constants

Public Methods

Inherited Methods

Constants

public static final String OP_NAME

Public Methods

public Output<T> asOutput ()

public static Unbatch.Options container (String container)

public static Unbatch<T> create (Scope scope, Operand<T> batchedTensor, Operand<TInt64> batchIndex, Operand<TInt64> id, Long timeoutMicros, Options... options)

Parameters

Returns

public static Unbatch.Options sharedName (String sharedName)

public Output<T> unbatchedTensor ()