tf.ones

TensorFlow 2 version View source on GitHub

Creates a tensor with all elements set to 1.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.ones, `tf.compat.v2.ones`

 
tf.ones(
    shape, dtype=tf.dtypes.float32, name=None
)

This operation returns a tensor of type dtype with shape shape and all elements set to 1.

For example:

tf.ones([2, 3], tf.int32)  # [[1, 1, 1], [1, 1, 1]]

shape A list of integers, a tuple of integers, or a 1-D Tensor of type int32.
dtype The type of an element in the resulting Tensor.
name A name for the operation (optional).

A Tensor with all elements set to 1.