tf.raw_ops.Rank

Returns the rank of a tensor.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.Rank

tf.raw_ops.Rank(
    input, name=None
)

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."

Args
input	A Tensor.
name	A name for the operation (optional).

Returns
A Tensor of type int32.