leaky_relu¶
dragon.vm.tensorflow.nn.
leaky_relu
(
features,
alpha=0.2,
name=None,
**kwargs
)[source]¶Apply the leaky rectified linear unit.
The LeakyReLU function is defined as:
\[\text{LeakyReLU}(x) = \begin{cases} x, & \text{ if } x \geq 0 \\ \alpha * x, & \text{ otherwise } \end{cases} \]- Parameters:
- features (dragon.Tensor) – The input tensor.
- alpha (number, optional, default=0.2) – The value to \(\alpha\).
- name (str, optional) – The operation name.
- Returns:
dragon.Tensor – The output tensor.