tf.identity

Return a tensor with the same shape and contents as input.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.identity, `tf.compat.v2.identity`

tf.identity(
    input, name=None
)

For example:

import tensorflow as tf
val0 = tf.ones((1,), dtype=tf.float32)
a = tf.atan2(val0, val0)
a_identity = tf.identity(a)
print(a.numpy())          #[0.7853982]
print(a_identity.numpy()) #[0.7853982]

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

Returns
A Tensor. Has the same type as input.