.. _f-opnormalizer:

module ``onnxrt.ops_cpu.op_normalizer``
=======================================





.. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_normalizer


Short summary
+++++++++++++

module ``mlprodict.onnxrt.ops_cpu.op_normalizer``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+-------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
| class                                                                   | truncated documentation                                                                                                  |
+=========================================================================+==========================================================================================================================+
| :class:`Normalizer <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer>` | Normalizer (ai.onnx.ml) ======================= Normalize the input. There are three normalization modes, which have ... |
+-------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                                | truncated documentation                                                                                               |
+=========================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+---------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+




Static Methods
++++++++++++++

+----------------------------------------------------------------------------------------------------+-------------------------+
| staticmethod                                                                                       | truncated documentation |
+====================================================================================================+=========================+
| :py:meth:`_norm_L1_inplace <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer._norm_L1_inplace>`   |                         |
+----------------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`_norm_max_inplace <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer._norm_max_inplace>` |                         |
+----------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`norm_l1 <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.norm_l1>`                        | L1 normalization        |
+----------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`norm_l2 <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.norm_l2>`                        | L2 normalization        |
+----------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`norm_max <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.norm_max>`                      | max normalization       |
+----------------------------------------------------------------------------------------------------+-------------------------+




Methods
+++++++

+----------------------------------------------------------------------------------+-------------------------+
| method                                                                           | truncated documentation |
+==================================================================================+=========================+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.__init__>` |                         |
+----------------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer._run>`         |                         |
+----------------------------------------------------------------------------------+-------------------------+


Documentation
+++++++++++++

.. automodule:: mlprodict.onnxrt.ops_cpu.op_normalizer
    :members:
    :special-members: __init__
    :show-inheritance: