relu6

dragon.vm.torch.nn.functional.relu6(
  input,
  inplace=False
)[source]

Apply the clipped-6 rectified linear unit to input. [Krizhevsky, 2010].

The ReLU-6 function is defined as:

\[\text{ReLU-6}(x) = \begin{cases} \min(x, 6), & \text{ if } x \geq 0 \\ 0, & \text{ otherwise } \end{cases} \]
Parameters:
  • input (dragon.vm.torch.Tensor) – The input tensor.
  • inplace (bool, optional, default=False) – Whether to do the operation in-place.
Returns:

dragon.vm.torch.Tensor – The output tensor.