.. _sphx_glr_examples_examples_parallelism:

.. _parallelism-examples:

Parallelism
-----------



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

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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele, Brett Eiffert.">

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  .. image:: /examples/examples_parallelism/images/thumb/sphx_glr_plot_queued_evaluator_mpi_thumb.png
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  :doc:`/examples/examples_parallelism/plot_queued_evaluator_mpi`

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      <div class="sphx-glr-thumbnail-title">Managing Queued Compute Resources Using Evaluator and MPI Executables</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele.">

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  .. image:: /examples/examples_parallelism/images/thumb/sphx_glr_plot_profile_worker_utilization_thumb.png
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  :doc:`/examples/examples_parallelism/plot_profile_worker_utilization`

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      <div class="sphx-glr-thumbnail-title">Profile the Worker Utilization</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele.">

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  .. image:: /examples/examples_parallelism/images/thumb/sphx_glr_plot_from_serial_to_parallel_hpo_thumb.png
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  :doc:`/examples/examples_parallelism/plot_from_serial_to_parallel_hpo`

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      <div class="sphx-glr-thumbnail-title">From Sequential to Massively-Parallel Bayesian Optimization</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele.">

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  .. image:: /examples/examples_parallelism/images/thumb/sphx_glr_plot_scaling_bo_thumb.png
    :alt:

  :doc:`/examples/examples_parallelism/plot_scaling_bo`

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      <div class="sphx-glr-thumbnail-title">Scaling Bayesian Optimization with Heterogeneous Parallelism</div>
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    </div>


.. toctree::
   :hidden:

   /examples/examples_parallelism/plot_queued_evaluator_mpi
   /examples/examples_parallelism/plot_profile_worker_utilization
   /examples/examples_parallelism/plot_from_serial_to_parallel_hpo
   /examples/examples_parallelism/plot_scaling_bo