.. _sphx_glr__auto_examples_performances:

Performances
----------------

Select the hyper-parameters that are best suited to your data:



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    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="Utility routines for benchmarks on OT solvers">

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  .. image:: /_auto_examples/performances/images/thumb/sphx_glr_benchmarks_ot_solvers_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_performances_benchmarks_ot_solvers.py`

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      <div class="sphx-glr-thumbnail-title">Utility routines for benchmarks on OT solvers</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Let&#x27;s compare the performances of several OT solvers on subsampled versions of the Stanford dra...">

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  .. image:: /_auto_examples/performances/images/thumb/sphx_glr_plot_benchmarks_ot_3D_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_performances_plot_benchmarks_ot_3D.py`

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      <div class="sphx-glr-thumbnail-title">Wasserstein distances between large point clouds</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Let&#x27;s compare the performances of our losses and backends as the number of samples grows from 1...">

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  .. image:: /_auto_examples/performances/images/thumb/sphx_glr_plot_benchmarks_samplesloss_3D_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_performances_plot_benchmarks_samplesloss_3D.py`

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      <div class="sphx-glr-thumbnail-title">Benchmark SamplesLoss in 3D</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example explains how to profile the geometric losses to select the backend and truncation/...">

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  .. image:: /_auto_examples/performances/images/thumb/sphx_glr_plot_profile_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_performances_plot_profile.py`

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      <div class="sphx-glr-thumbnail-title">Profile the GeomLoss routines</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /_auto_examples/performances/benchmarks_ot_solvers
   /_auto_examples/performances/plot_benchmarks_ot_3D
   /_auto_examples/performances/plot_benchmarks_samplesloss_3D
   /_auto_examples/performances/plot_profile