nnf_hardswish: Hardswish
In torch: Tensors and Neural Networks with 'GPU' Acceleration
View source: R/nnf-activation.R
View source: R/nnf-activation.R
nnf_hardswish R Documentation
Hardswish
Description
Applies the hardswish function, element-wise, as described in the paper:
Searching for MobileNetV3.
Usage
nnf_hardswish(input, inplace = FALSE)
Arguments
input
(N,*) tensor, where * means, any number of additional
dimensions
inplace
can optionally do the operation in-place. Default: FALSE
Details
\mbox{Hardswish}(x) = \left\{
\begin{array}{ll}
0 & \mbox{if } x \le -3, \\
x & \mbox{if } x \ge +3, \\
x \cdot (x + 3)/6 & \mbox{otherwise}
\end{array}
\right.
torch documentation built on May 29, 2024, 9:54 a.m.
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View source: R/nnf-activation.R View source: R/nnf-activation.R
| nnf_hardswish | R Documentation |
Hardswish
Description
Applies the hardswish function, element-wise, as described in the paper: Searching for MobileNetV3.
Usage
nnf_hardswish(input, inplace = FALSE)
Arguments
input |
(N,*) tensor, where * means, any number of additional dimensions |
inplace |
can optionally do the operation in-place. Default: FALSE |
Details
\mbox{Hardswish}(x) = \left\{
\begin{array}{ll}
0 & \mbox{if } x \le -3, \\
x & \mbox{if } x \ge +3, \\
x \cdot (x + 3)/6 & \mbox{otherwise}
\end{array}
\right.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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