Hardswish
Applies the hardswish function, element-wise, as described in the paper: Searching for MobileNetV3.
nnf_hardswish(input, inplace = FALSE)
input |
(N,*) tensor, where * means, any number of additional dimensions |
inplace |
can optionally do the operation in-place. Default: FALSE |
\mbox{Hardswish}(x) = ≤ft\{ \begin{array}{ll} 0 & \mbox{if } x ≤ -3, \\ x & \mbox{if } x ≥ +3, \\ x \cdot (x + 3)/6 & \mbox{otherwise} \end{array} \right.
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