relu

relu#

Signature#

nabla.relu(arg: 'Array') -> 'Array'

Description#

Computes the element-wise Rectified Linear Unit (ReLU) function.

The ReLU function is defined as max(0, x). It is a widely used activation function in neural networks.

Parameters#

  • arg (Array): The input array.

Returns#

  • Array: An array containing the result of the ReLU operation.

Examples#

>>> import nabla as nb
>>> x = nb.array([-2.0, -0.5, 0.0, 1.0, 2.0])
>>> nb.relu(x)
Array([0., 0., 0., 1., 2.], dtype=float32)
Contents