relu6¶
dragon.nn.
relu6
(
inputs,
inplace=False,
**kwargs
)[source]¶Apply the clipped-6 rectified linear unit. [Krizhevsky, 2010].
The ReLU-6 function is defined as:
\[\text{ReLU-6}(x) = \begin{cases} \min(x, 6), & \text{ if } x \geq 0 \\ 0, & \text{ otherwise } \end{cases} \]Examples:
x = dragon.constant([-1., 0., 7.]) print(dragon.nn.relu6(x))
- Parameters:
- inputs (dragon.Tensor) – The input tensor.
- inplace (bool, optional, default=False) – Call in-place or return a new tensor.
- Returns:
dragon.Tensor – The output tensor.