.. _sphx_glr_auto_examples_distributed:

Distributed Computing
---------------------




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    <div class="sphx-glr-thumbcontainer" tooltip="In many imaging problems, the data to be processed can be very large, making it challenging to fit the denoising process into the memory of a single device. For instance, medical imaging or satellite imagery often involves processing gigapixel images that cannot be processed as a whole.">

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  .. image:: /auto_examples/distributed/images/thumb/sphx_glr_demo_denoiser_distributed_thumb.png
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  :doc:`/auto_examples/distributed/demo_denoiser_distributed`

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      <div class="sphx-glr-thumbnail-title">Distributed Denoiser with Image Tiling</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Many large-scale imaging problems involve operators that can be naturally decomposed as a stack of multiple sub-operators:">

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  .. image:: /auto_examples/distributed/images/thumb/sphx_glr_demo_physics_distributed_thumb.png
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  :doc:`/auto_examples/distributed/demo_physics_distributed`

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      <div class="sphx-glr-thumbnail-title">Distributed Physics Operators</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Many large-scale imaging problems involve operators that can be naturally decomposed as a stack of multiple sub-operators:">

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  .. image:: /auto_examples/distributed/images/thumb/sphx_glr_demo_pnp_distributed_thumb.png
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  :doc:`/auto_examples/distributed/demo_pnp_distributed`

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      <div class="sphx-glr-thumbnail-title">Distributed Plug-and-Play (PnP) Reconstruction</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/distributed/demo_denoiser_distributed
   /auto_examples/distributed/demo_physics_distributed
   /auto_examples/distributed/demo_pnp_distributed