jax.numpy.less_equal

jax.numpy.less_equal(x, y, /)

Return element-wise truth value of x <= y.

JAX implementation of numpy.less_equal.

Parameters:

• x (ArrayLike) – input array or scalar.

• y (ArrayLike) – input array or scalar. x and y must have either same shape or be broadcast compatible.

Returns:

An array containing the boolean values. True if the elements of x <= y, and False otherwise.

Return type:

Array

See also

• jax.numpy.greater_equal(): Returns element-wise truth value of x >= y.

• jax.numpy.greater(): Returns element-wise truth value of x > y.

• jax.numpy.less(): Returns element-wise truth value of x < y.

Examples

Scalar inputs:

>>> jnp.less_equal(6, -2)
Array(False, dtype=bool, weak_type=True)

Inputs with same shape:

>>> x = jnp.array([-4, 1, 7])
>>> y = jnp.array([2, -3, 8])
>>> jnp.less_equal(x, y)
Array([ True, False,  True], dtype=bool)

Inputs with broadcast compatibility:

>>> x1 = jnp.array([2, -5, 9])
>>> y1 = jnp.array([[1, -6, 5],
...                 [-2, 4, -6]])
>>> jnp.less_equal(x1, y1)
Array([[False, False, False],
       [False,  True, False]], dtype=bool)