tf.math.less

Returns the truth value of (x < y) element-wise.

View aliases

Main aliases

tf.less

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.less, tf.compat.v1.math.less

tf.math.less(
    x: Annotated[Any, tf.raw_ops.Any],
    y: Annotated[Any, tf.raw_ops.Any],
    name=None
) -> Annotated[Any, tf.raw_ops.Any]

Used in the notebooks

Used in the guide	Used in the tutorials
Extension types	Intro to Autoencoders

Note: math.less supports broadcasting. More about broadcasting here

Example:

x = tf.constant([5, 4, 6])
y = tf.constant([5])
tf.math.less(x, y) ==> [False, True, False]

x = tf.constant([5, 4, 6])
y = tf.constant([5, 6, 7])
tf.math.less(x, y) ==> [False, True, True]

Args
x	A Tensor. Must be one of the following types: float32, float64, int32, uint8, int16, int8, int64, bfloat16, uint16, half, uint32, uint64.
y	A Tensor. Must have the same type as x.
name	A name for the operation (optional).

Returns
A Tensor of type bool.