###############
Advanced skills
###############

Configure all aspects of Lightning for advanced usecases.


.. raw:: html

    <div class="display-card-container">
        <div class="row">

.. Add callout items below this line

.. displayitem::
   :header: Level 14: Customize configs to run in production
   :description: Enable composable YAMLs
   :col_css: col-md-6
   :button_link: advanced_level_15.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 15: Customize the trainer
   :description: Inject custom code into the trainer and modify the progress bar.
   :col_css: col-md-6
   :button_link: advanced_level_16.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 16: Own the training loop
   :description: Learn all the ways of owning your raw PyTorch loops with Lightning.
   :col_css: col-md-6
   :button_link: advanced_level_17.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 17: Enable advanced checkpointing
   :description: Enable composable or cloud based checkpoints.
   :col_css: col-md-6
   :button_link: advanced_level_18.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 18: Explore HPUs
   :description: Explore Habana Gaudi Processing Unit (HPU) for model scaling.
   :col_css: col-md-6
   :button_link: advanced_level_19.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 19: Master TPUs
   :description: Master TPUs and run on cloud TPUs.
   :col_css: col-md-6
   :button_link: advanced_level_20.html
   :height: 150
   :tag: advanced

.. displayitem::
   :header: Level 20: Train models with billions of parameters
   :description: Scale GPU training to models with billions of parameters
   :col_css: col-md-6
   :button_link: advanced_level_21.html
   :height: 150
   :tag: advanced

.. raw:: html

        </div>
    </div>