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
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HSwish
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.. meta:: :description: Learn about HSwish-4 - an element-wise, activation operation, which can be performed on a single tensor in OpenVINO.
Versioned name: HSwish-4
Category: Activation function
Short description: HSwish takes one input tensor and produces output tensor where the hard version of swish function is applied to the tensor elementwise.
Detailed description: For each element from the input tensor calculates corresponding element in the output tensor with the following formula:
.. math::
HSwish(x) = x \cdot \frac{min(max(x + 3,\ 0),\ 6)}{6}
The HSwish operation is introduced in the following article <https://arxiv.org/pdf/1905.02244.pdf>__.
Attributes: operation has no attributes.
Inputs:
- 1: Multidimensional input tensor of type T. Required.
Outputs:
- 1: The resulting tensor of the same shape and type as input tensor.
Types
- T: arbitrary supported floating-point type.
Example
.. code-block:: xml :force:
<layer ... type="HSwish"> 256 56 256 56
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