Maciej Smyk
0148076ed7
* code-block-1 * Update Convert_Model_From_Paddle.md * code-block force * fix * fix-2 * Update troubleshooting-steps.md * code-block-2 * Update README.md
62 lines
1.4 KiB
Markdown
62 lines
1.4 KiB
Markdown
# HSwish {#openvino_docs_ops_activation_HSwish_4}
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@sphinxdirective
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.. meta::
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:description: Learn about HSwish-4 - an element-wise, activation operation, which
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can be performed on a single tensor in OpenVINO.
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**Versioned name**: *HSwish-4*
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**Category**: *Activation function*
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**Short description**: HSwish takes one input tensor and produces output tensor where the hard version of swish function is applied to the tensor elementwise.
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**Detailed description**: For each element from the input tensor calculates corresponding
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element in the output tensor with the following formula:
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.. math::
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HSwish(x) = x \cdot \frac{min(max(x + 3,\ 0),\ 6)}{6}
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The HSwish operation is introduced in the following `article <https://arxiv.org/pdf/1905.02244.pdf>`__.
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**Attributes**: operation has no attributes.
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**Inputs**:
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* **1**: Multidimensional input tensor of type *T*. **Required.**
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**Outputs**:
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* **1**: The resulting tensor of the same shape and type as 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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.. code-block:: xml
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:force:
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<layer ... type="HSwish">
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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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@endsphinxdirective
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