:orphan:



.. _sphx_glr_auto_examples:

Gallery of examples
===================

.. toctree::
    :maxdepth: 1



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="There is no other way to look into one model stored in ONNX format than looking into its node w...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_pipeline_thumb.png
     :alt: Draw a pipeline

     :ref:`sphx_glr_auto_examples_plot_pipeline.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_pipeline

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to load a model and compute the output for an input vector. It al...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_load_and_predict_thumb.png
     :alt: Load and predict with ONNX Runtime and a very simple model

     :ref:`sphx_glr_auto_examples_plot_load_and_predict.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_load_and_predict

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="*ONNX Runtime* extends the  `onnx backend API &lt;https://github.com/onnx/onnx/blob/master/docs/Im...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_backend_thumb.png
     :alt: ONNX Runtime Backend for ONNX

     :ref:`sphx_glr_auto_examples_plot_backend.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_backend

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="ONNX format contains metadata related to how the model was produced. It is useful when the mode...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_metadata_thumb.png
     :alt: Metadata

     :ref:`sphx_glr_auto_examples_plot_metadata.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_metadata

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="*ONNX Runtime* can profile the execution of the model. This example shows how to interpret the ...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_profiling_thumb.png
     :alt: Profile the execution of a simple model

     :ref:`sphx_glr_auto_examples_plot_profiling.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_profiling

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates an end to end scenario starting with the training of a scikit-learn p...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_convert_pipeline_vectorizer_thumb.png
     :alt: Train, convert and predict with ONNX Runtime

     :ref:`sphx_glr_auto_examples_plot_convert_pipeline_vectorizer.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_convert_pipeline_vectorizer

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example looks into several common situations in which *onnxruntime* does not return the mo...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_common_errors_thumb.png
     :alt: Common errors with onnxruntime

     :ref:`sphx_glr_auto_examples_plot_common_errors.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_common_errors

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates an end to end scenario starting with the training of a machine learne...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_train_convert_predict_thumb.png
     :alt: Train, convert and predict with ONNX Runtime

     :ref:`sphx_glr_auto_examples_plot_train_convert_predict.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_train_convert_predict
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_