273c7188a4
* beautify operator specifications * further update ops specs * update FloorMod spec * update adaptive pool spec * update HSwish spec * bringg back old erf version
1.2 KiB
1.2 KiB
ReLU
Versioned name: ReLU-1
Category: Activation function
Short description: ReLU element-wise activation function. (Reference)
Detailed description: Reference
Attributes: ReLU operation has no attributes.
Mathematical Formulation
For each element from the input tensor calculates corresponding element in the output tensor with the following formula: \f[ Y_{i}^{( l )} = max(0,\ Y_{i}^{( l - 1 )}) \f]
Inputs:
- 1: Multidimensional input tensor x of any supported numeric type. Required.
Outputs:
- 1: Result of ReLU function applied to the input tensor x. Tensor with shape and type matching the input tensor.
Example
<layer ... type="ReLU">
<input>
<port id="0">
<dim>256</dim>
<dim>56</dim>
</port>
</input>
<output>
<port id="1">
<dim>256</dim>
<dim>56</dim>
</port>
</output>
</layer>