EnsureShape

public final class EnsureShape

Ensures that the tensor's shape matches the expected shape.

Raises an error if the input tensor's shape does not match the specified shape. Returns the input tensor otherwise.

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> EnsureShape<T>
create(Scope scope, Operand<T> input, Shape shape)
Factory method to create a class wrapping a new EnsureShape operation.
Output<T>
output()
A tensor with the same shape and contents as the input tensor or value.

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: "EnsureShape"

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 EnsureShape<T> create (Scope scope, Operand<T> input, Shape shape)

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

Parameters
scope current scope
input A tensor, whose shape is to be validated.
shape The expected (possibly partially specified) shape of the input tensor.
Returns
  • a new instance of EnsureShape

public Output<T> output ()

A tensor with the same shape and contents as the input tensor or value.