IntenseWebs/openvino
3
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

[Spec] Revision of Sqrt op specification (#5369)

Browse Source 
* Update attributes info

* Update math form to render sqrt symbol

* Update input description

* Update output description

* Add new example

* Update description and move math formula

* Style refactor

* Add info about integer rounding and negative values

* Update examples with integer cases
This commit is contained in:
Katarzyna Mitrus 2021-04-28 19:18:12 +02:00 committed by GitHub
parent 9bfb394e16
commit 8e87087acf
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 48 additions and 12 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

56
docs/ops/arithmetic/Sqrt_1.md
View File

@ -4,34 +4,70 @@
**Category**: Arithmetic unary operation **Category**: Arithmetic unary operation
**Short description**: *Sqrt* performs element-wise square root operation with given tensor. **Short description**: Square root element-wise operation.
**Attributes**: **Detailed description**: *Sqrt* performs element-wise square root operation on a given input tensor `a`, as in the following mathematical formula, where `o` is the output tensor:
No attributes available. \f[
o_{i} = \sqrt{a_{i}}
\f]
If the input value is negative, then the result is undefined.\
For integer element type the result is rounded (half up) to the nearest integer value.
**Attributes**: *Sqrt* operation has no attributes.
**Inputs** **Inputs**
* **1**: An tensor of type T. **Required.** * **1**: A tensor of type *T* and arbitrary shape. **Required.**
**Outputs** **Outputs**
* **1**: The result of element-wise sqrt operation. A tensor of type T. * **1**: The result of element-wise *Sqrt* operation. A tensor of type *T* and the same shape as input tensor.
**Types** **Types**
* *T*: any numeric type. * *T*: any numeric type.
*Sqrt* does the following with the input tensor *a*:
\f[
a_{i} = sqrt(a_{i})
\f]
**Examples** **Examples**
*Example 1* *Example 1*
```xml
<layer ... type="Sqrt">
<input>
<port id="0">
<dim>4</dim> <!-- float input values: [4.0, 7.0, 9.0, 10.0] -->
</port>
</input>
<output>
<port id="1">
<dim>4</dim> <!-- float output values: [2.0, 2.6457512, 3.0, 3.1622777] -->
</port>
</output>
</layer>
```
*Example 2*
```xml
<layer ... type="Sqrt">
<input>
<port id="0">
<dim>4</dim> <!-- int input values: [4, 7, 9, 10] -->
</port>
</input>
<output>
<port id="1">
<dim>4</dim> <!-- int output values: [2, 3, 3, 3] -->
</port>
</output>
</layer>
```
*Example 3*
```xml ```xml
<layer ... type="Sqrt"> <layer ... type="Sqrt">
<input> <input>