tf.ones

Creates a tensor with all elements set to one (1).

Used in the notebooks

Used in the guide Used in the tutorials

See also tf.ones_like, tf.zeros, tf.fill, tf.eye.

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

tf.ones([3, 4], tf.int32)
<tf.Tensor: shape=(3, 4), dtype=int32, numpy=
array([[1, 1, 1, 1],
       [1, 1, 1, 1],
       [1, 1, 1, 1]], dtype=int32)>

shape A list of integers, a tuple of integers, or a 1-D Tensor of type int32.
dtype Optional DType of an element in the resulting Tensor. Default is tf.float32.
name Optional string. A name for the operation.

A Tensor with all elements set to one (1).