tf.nn.leaky_relu

TensorFlow 2 version View source on GitHub

Compute the Leaky ReLU activation function.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.nn.leaky_relu, `tf.compat.v2.nn.leaky_relu`

 
tf.nn.leaky_relu(
    features, alpha=0.2, name=None
)

Source: Rectifier Nonlinearities Improve Neural Network Acoustic Models. AL Maas, AY Hannun, AY Ng - Proc. ICML, 2013.

features A Tensor representing preactivation values. Must be one of the following types: float16, float32, float64, int32, int64.
alpha Slope of the activation function at x < 0.
name A name for the operation (optional).

The activation value.