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

Public Methods

Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> 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.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying 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.Operand

abstract Output<T>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a 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

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 ()