1.3 KiB
HSigmoid
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.. meta:: :description: Learn about HSigmoid-5 - an element-wise, activation operation, which can be performed on a single tensor in OpenVINO.
Versioned name: HSigmoid-5
Category: Activation function
Short description: HSigmoid takes one input tensor and produces output tensor where the hard version of sigmoid 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::
HSigmoid(x) = \frac{min(max(x + 3,\ 0),\ 6)}{6}
The HSigmoid operation is introduced in the following article <https://arxiv.org/pdf/1905.02244.pdf>__.
Attributes: operations has no attributes.
Inputs:
- 1: A tensor of type T. Required.
Outputs:
- 1: The resulting tensor of the same shape and type as input tensor.
Types
- T: any floating-point type.
Examples
.. code-block:: xml :force:
<layer ... type="HSigmoid"> 256 256
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