TPUReplicatedInput

public final class TPUReplicatedInput

Connects N inputs to an N-way replicated TPU computation.

This operation holds a replicated input to a `tpu.replicate()` computation subgraph. Each replicated input has the same shape and type alongside the output.

For example:

%a = "tf.opA"()
 %b = "tf.opB"()
 %replicated_input = "tf.TPUReplicatedInput"(%a, %b)
 %computation = "tf.Computation"(%replicated_input)

The above computation has a replicated input of two replicas.

Nested Classes

class TPUReplicatedInput.Options Optional attributes for TPUReplicatedInput

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> TPUReplicatedInput<T>	create(Scope scope, Iterable<Operand<T>> inputs, Options... options) Factory method to create a class wrapping a new TPUReplicatedInput operation.
static TPUReplicatedInput.Options	index(Long index)
static TPUReplicatedInput.Options	isMirroredVariable(Boolean isMirroredVariable)
static TPUReplicatedInput.Options	isPacked(Boolean isPacked)
Output<T>	output()

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: "TPUReplicatedInput"

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 TPUReplicatedInput<T> create (Scope scope, Iterable<Operand<T>> inputs, Options... options)

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

a new instance of TPUReplicatedInput

TPUReplicatedInput

Nested Classes

Constants

Public Methods

Inherited Methods

Constants

public static final String OP_NAME

Public Methods

public Output<T> asOutput ()

public static TPUReplicatedInput<T> create (Scope scope, Iterable<Operand<T>> inputs, Options... options)

Parameters

Returns

public static TPUReplicatedInput.Options index (Long index)

public static TPUReplicatedInput.Options isMirroredVariable (Boolean isMirroredVariable)

public static TPUReplicatedInput.Options isPacked (Boolean isPacked)

public Output<T> output ()