relu¶
dragon.nn.
relu
(
inputs,
inplace=False,
**kwargs
)[source]¶Apply the rectified linear unit. [Nair & Hinton, 2010].
The ReLU function is defined as:
\[\text{ReLU}(x) = \begin{cases} x, & \text{ if } x \geq 0 \\ 0, & \text{ otherwise } \end{cases} \]Examples:
x = dragon.constant([-1., 0., 1.]) print(dragon.nn.relu(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.