tf.keras.ops.hypot

Element-wise hypotenuse of right triangles with legs x1 and x2.

View aliases

Main aliases

tf.keras.ops.numpy.hypot

tf.keras.ops.hypot(
    x1, x2
)

This is equivalent to computing sqrt(x1**2 + x2**2) element-wise, with shape determined by broadcasting.

Args
x1	A tensor, representing the first leg of the right triangle.
x2	A tensor, representing the second leg of the right triangle.

Returns
A tensor with a shape determined by broadcasting x1 and x2.

Example:

x1 = keras.ops.convert_to_tensor([3.0, 4.0, 5.0])
x2 = keras.ops.convert_to_tensor([4.0, 3.0, 12.0])
keras.ops.hypot(x1, x2)
array([5., 5., 13.], dtype=float32)

x1 = keras.ops.convert_to_tensor([[1, 2], [3, 4]])
x2 = keras.ops.convert_to_tensor([1, 1])
keras.ops.hypot(x1, x2)
array([[1.41421356 2.23606798],
      [3.16227766 4.12310563]], dtype=float32)