.. _f-modelchecker:

module ``onnx_tools.model_checker``
===================================





.. inheritance-diagram:: mlprodict.onnx_tools.model_checker


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

module ``mlprodict.onnx_tools.model_checker``

Investigate issues happening with float32.


:githublink:`%|py|5`




Classes
+++++++

+-----------------------------------------------------------------------------------+----------------------------------+
| class                                                                             | truncated documentation          |
+===================================================================================+==================================+
| :class:`MissingInputError <mlprodict.onnx_tools.model_checker.MissingInputError>` | Raised when an input is missing. |
+-----------------------------------------------------------------------------------+----------------------------------+




Functions
+++++++++

+----------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
| function                                                                                     | truncated documentation                                                                                                 |
+==============================================================================================+=========================================================================================================================+
| :func:`astype_range <mlprodict.onnx_tools.model_checker.astype_range>`                       | Computes ranges for every number in an array once converted into *float32*. The function returns two matrices which ... |
+----------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
| :func:`check_onnx <mlprodict.onnx_tools.model_checker.check_onnx>`                           | Checks consistency of the model.                                                                                        |
+----------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
| :func:`enumerate_random_inputs <mlprodict.onnx_tools.model_checker.enumerate_random_inputs>` | Enumerates random matrices.                                                                                             |
+----------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
| :func:`onnx_shaker <mlprodict.onnx_tools.model_checker.onnx_shaker>`                         | Shakes a model :epkg:`ONNX`. Explores the ranges for every prediction. Uses :func:`astype_range`                        |
+----------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+








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

.. automodule:: mlprodict.onnx_tools.model_checker
    :members:
    :special-members: __init__
    :show-inheritance: