Back to Pytorch Lightning

Intermediate skills

docs/source-fabric/levels/intermediate.rst

2.6.41.7 KB
Original Source

.. toctree:: :maxdepth: 1 :hidden:

<../guide/lightning_module>
<../guide/callbacks>
<../guide/logging>
<../guide/checkpoint/checkpoint>
<../guide/trainer_template>

################### Intermediate skills ###################

.. raw:: html

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

.. displayitem:: :header: Organize your model code with LightningModule :description: Organize your code in a LightningModule and use it with Fabric :button_link: ../guide/lightning_module.html :col_css: col-md-4 :height: 180 :tag: intermediate

.. displayitem:: :header: Encapsulate code into Callbacks :description: Make use of the Callback system in Fabric :button_link: ../guide/callbacks.html :col_css: col-md-4 :height: 180 :tag: intermediate

.. displayitem:: :header: Track and visualize experiments :description: Learn how Fabric helps you remove boilerplate code for tracking metrics with a logger :button_link: ../guide/logging.html :col_css: col-md-4 :height: 180 :tag: intermediate

.. displayitem:: :header: Save and load model progress :description: Efficient saving and loading of model weights, training state, hyperparameters and more. :button_link: ../guide/checkpoint/checkpoint.html :col_css: col-md-4 :height: 180 :tag: intermediate

.. displayitem:: :header: Build your own Trainer :description: Take our Fabric Trainer template and customize it for your needs :button_link: https://github.com/Lightning-AI/lightning/tree/master/examples/fabric/build_your_own_trainer :col_css: col-md-4 :height: 180 :tag: intermediate

.. raw:: html

    </div>
</div>