ops math formula fix (#3333)

Co-authored-by: Nikolay Tyukaev <ntyukaev_lo@jenkins.inn.intel.com>
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Nikolay Tyukaev 2020-11-30 12:14:46 +03:00 committed by GitHub
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4 changed files with 12 additions and 12 deletions

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**Detailed description**: For each element from the input tensor calculates corresponding
element in the output tensor with the following formula:
\f[
HSwish(x) = x \frac{min(max(x + 3, 0), 6)}{6}
\f]
\f[
HSwish(x) = x \frac{min(max(x + 3, 0), 6)}{6}
\f]
The HSwish operation is introduced in the following [article](https://arxiv.org/pdf/1905.02244.pdf).

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**Detailed description**: For each element from the input tensor calculates corresponding
element in the output tensor with the following formula:
\f[
SoftPlus(x) = ln(e^{x} + 1.0)
\f]
\f[
SoftPlus(x) = ln(e^{x} + 1.0)
\f]
**Attributes**: *SoftPlus* operation has no attributes.

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**Mathematical Formulation**
\f[
output_{j} = \frac{\sum_{i = 0}^{n}x_{i}}{n}
\f]
\f[
output_{j} = \frac{\sum_{i = 0}^{n}x_{i}}{n}
\f]
**Example**

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**Mathematical Formulation**
\f[
output_{j} = MAX\{ x_{0}, ... x_{i}\}
\f]
\f[
output_{j} = MAX\{ x_{0}, ... x_{i}\}
\f]
**Example**