Rank

public final class Rank

Returns the rank of a tensor.

This operation returns an integer representing the rank of `input`.

For example:

# 't' is [[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]]
 # shape of tensor 't' is [2, 2, 3]
 rank(t) ==> 3
 

Note: The rank of a tensor is not the same as the rank of a matrix. The rank of a tensor is the number of indices required to uniquely select each element of the tensor. Rank is also known as "order", "degree", or "ndims."

Public Methods

Output<Integer>	asOutput() Returns the symbolic handle of a tensor.
static <T> Rank	create(Scope scope, Operand<T> input) Factory method to create a class wrapping a new Rank operation.
Output<Integer>	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<Integer>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<Integer> 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 Rank create (Scope scope, Operand<T> input)

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

Parameters

scope	current scope

Returns

• a new instance of Rank

public Output<Integer> output ()