.. _f-validatebenchmarkreplay:

module ``onnxrt.validate.validate_benchmark_replay``
====================================================





.. inheritance-diagram:: mlprodict.onnxrt.validate.validate_benchmark_replay


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

module ``mlprodict.onnxrt.validate.validate_benchmark_replay``

Measures time processing for ONNX models.


:githublink:`%|py|5`




Classes
+++++++

+----------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
| class                                                                                                          | truncated documentation                                                                                                  |
+================================================================================================================+==========================================================================================================================+
| :class:`SimplifiedOnnxInference <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference>` | Simple wrapper around InferenceSession which imitates :class:`OnnxInference`. It only enable *CPUExecutionProvider*. ... |
+----------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+




Functions
+++++++++

+---------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| function                                                                                                            | truncated documentation                                                                                                                                           |
+=====================================================================================================================+===================================================================================================================================================================+
| :func:`enumerate_benchmark_replay <mlprodict.onnxrt.validate.validate_benchmark_replay.enumerate_benchmark_replay>` | Replays a benchmark stored with function :func:`enumerate_validated_operator_opsets <mlprodict.onnxrt.validate.validate.enumerate_validated_operator_opsets>` ... |
+---------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------+




Properties
++++++++++

+---------------------------------------------------------------------------------------------------------------+---------------------------------------+
| property                                                                                                      | truncated documentation               |
+===============================================================================================================+=======================================+
| :meth:`input_names <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference.input_names>` | Returns InferenceSession input names. |
+---------------------------------------------------------------------------------------------------------------+---------------------------------------+






Methods
+++++++

+------------------------------------------------------------------------------------------------------------+-----------------------------+
| method                                                                                                     | truncated documentation     |
+============================================================================================================+=============================+
| :py:meth:`__init__ <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference.__init__>` |                             |
+------------------------------------------------------------------------------------------------------------+-----------------------------+
| :meth:`run <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference.run>`              | Calls InferenceSession.run. |
+------------------------------------------------------------------------------------------------------------+-----------------------------+


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

.. automodule:: mlprodict.onnxrt.validate.validate_benchmark_replay
    :members:
    :special-members: __init__
    :show-inheritance: