Creates a tensor with all elements set to 1.

# Aliases:

• tf.compat.v1.ones
• tf.compat.v2.ones

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

# Used in the guide:

• Migrate yourTensorFlow 1 codeto TensorFlow2``
• Writing customlayers and modelswith Keras

# Used in the tutorials:

• Automatic differentiation and gradienttape
• Betterperformancewith tf.function
• Transformer model for languageunderstanding`` 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]]

# Args:

• 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).

# Returns:

A Tensor with all elements set to 1.