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ops math formula fix #3333

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merged 1 commit into from
Nov 30, 2020
Merged

ops math formula fix #3333

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6 changes: 3 additions & 3 deletions docs/ops/activation/HSwish_4.md
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Expand Up @@ -9,9 +9,9 @@
**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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6 changes: 3 additions & 3 deletions docs/ops/activation/SoftPlus_4.md
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Expand Up @@ -9,9 +9,9 @@
**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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6 changes: 3 additions & 3 deletions docs/ops/pooling/AvgPool_1.md
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Expand Up @@ -78,9 +78,9 @@

**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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6 changes: 3 additions & 3 deletions docs/ops/pooling/MaxPool_1.md
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Expand Up @@ -70,9 +70,9 @@

**Mathematical Formulation**

\f[
output_{j} = MAX\{ x_{0}, ... x_{i}\}
\f]
\f[
output_{j} = MAX\{ x_{0}, ... x_{i}\}
\f]

**Example**

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