tf.ones

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

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 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)>

Args:

• 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.

Returns:

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