ReLU
class torch.nn.ReLU(inplace=False)
Applies the rectified linear unit function element-wise:
\text{ReLU}(x) = (x)^+ = \max(0, x)
Parameters:
      inplace (bool) -- can optionally do the operation in-
      place. Default: "False"
Shape:
      * Input: (*), where * means any number of dimensions.
  * Output: (*), same shape as the input.

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Examples:
    >>> m = nn.ReLU()
    >>> input = torch.randn(2)
    >>> output = m(input)


  An implementation of CReLU - https://arxiv.org/abs/1603.05201

    >>> m = nn.ReLU()
    >>> input = torch.randn(2).unsqueeze(0)
    >>> output = torch.cat((m(input), m(-input)))
