.. _f-oplayernormalization:

module ``onnxrt.ops_cpu.op_layer_normalization``
================================================





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


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

module ``mlprodict.onnxrt.ops_cpu.op_layer_normalization``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+--------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
| class                                                                                            | truncated documentation                                                                                                    |
+==================================================================================================+============================================================================================================================+
| :class:`LayerNormalization <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization>` | LayerNormalization ================== This is layer normalization defined in ONNX as function. The overall computation ... |
+--------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+




Functions
+++++++++

+-----------------------------------------------------------------------------------------------------+-------------------------+
| function                                                                                            | truncated documentation |
+=====================================================================================================+=========================+
| :func:`_layer_normalization <mlprodict.onnxrt.ops_cpu.op_layer_normalization._layer_normalization>` |                         |
+-----------------------------------------------------------------------------------------------------+-------------------------+




Properties
++++++++++

+--------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                                                 | truncated documentation                                                                                               |
+==========================================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization.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_layer_normalization.LayerNormalization.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+--------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+--------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+--------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+--------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

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


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

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