lightning/docs/source-pytorch/levels/advanced.rst

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Advanced skills
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Configure all aspects of Lightning for advanced usecases.
.. join_slack::
:align: left
----
.. raw:: html
<div class="display-card-container">
<div class="row">
.. Add callout items below this line
.. displayitem::
:header: Level 15: 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 16: 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 17: Own the training loop
:description: Learn all the ways of owning your raw PyTorch loops with Lighting.
:col_css: col-md-6
:button_link: advanced_level_17.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 18: 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 19: Explore IPUs
:description: Explore Intelligence Processing Unit (IPU) for model scaling.
:col_css: col-md-6
:button_link: advanced_level_19.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 20: Explore HPUs
:description: Explore Habana Gaudi Processing Unit (HPU) for model scaling.
:col_css: col-md-6
:button_link: advanced_level_20.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 21: Master TPUs
:description: Master TPUs and run on cloud TPUs.
:col_css: col-md-6
:button_link: advanced_level_21.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 22: Reach 1 trillion parameters on GPUs
:description: Scale to 1 trillion params on GPUs.
:col_css: col-md-6
:button_link: advanced_level_22.html
:height: 150
:tag: advanced
.. raw:: html
</div>
</div>