SoftSign-9 specification (#10690)
* SoftSign-9 specification * opset9 update * fix formula * comments resolving
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openvino_docs_ops_activation_SoftMax_1
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openvino_docs_ops_activation_SoftMax_8
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openvino_docs_ops_activation_SoftPlus_4
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openvino_docs_ops_activation_SoftSign_9
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openvino_docs_ops_movement_SpaceToBatch_2
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openvino_docs_ops_movement_SpaceToDepth_1
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openvino_docs_ops_movement_Split_1
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48
docs/ops/activation/SoftSign_9.md
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48
docs/ops/activation/SoftSign_9.md
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# SoftSign {#openvino_docs_ops_activation_SoftSign_9}
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**Versioned name**: *SoftSign-9*
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**Category**: *Activation function*
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**Short description**: *SoftSign* performs element-wise activation on a given input tensor.
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**Detailed description**:
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*SoftSign* operation is introduced in this [article](https://arxiv.org/abs/2010.09458).
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*SoftSign Activation Function* is a neuron activation function based on the mathematical function:
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\f[
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SoftSign(x) = \frac{x}{1+|x|}
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\f]
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**Inputs**:
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* **1**: `data`. Input tensor of type *T*
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**Outputs**:
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* **1**: The resulting tensor of the same shape and type as the input tensor.
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**Types**:
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* **T**: Arbitrary supported floating-point type.
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**Example**
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```xml
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<layer ... type="SoftSign">
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<input>
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<port id="0">
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<dim>256</dim>
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<dim>56</dim>
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</port>
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</input>
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<output>
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<port id="1">
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<dim>256</dim>
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<dim>56</dim>
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</port>
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</output>
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</layer>
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```
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@ -161,6 +161,7 @@ declared in `namespace opset9`.
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* [Slice](movement/Slice_8.md)
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* [SoftMax](activation/SoftMax_8.md)
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* [SoftPlus](activation/SoftPlus_4.md)
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* [SoftSign](activation/SoftSign_9.md)
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* [SpaceToBatch](movement/SpaceToBatch_2.md)
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* [SpaceToDepth](movement/SpaceToDepth_1.md)
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* [Split](movement/Split_1.md)
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