2023-03-17 08:42:58 +00:00
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.. toctree::
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:maxdepth: 1
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:hidden:
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<../guide/lightning_module>
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<../guide/callbacks>
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<../guide/logging>
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<../guide/checkpoint>
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<../guide/trainer_template>
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###################
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Intermediate skills
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###################
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.. raw:: html
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<div class="display-card-container">
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<div class="row">
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.. displayitem::
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2023-03-20 22:11:26 +00:00
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:header: Organize your model code with with LightningModule
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2023-03-17 08:42:58 +00:00
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:description: Organize your code in a LightningModule and use it with Fabric
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:button_link: ../guide/lightning_module.html
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:col_css: col-md-4
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:height: 150
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:tag: intermediate
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.. displayitem::
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2023-03-20 22:11:26 +00:00
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:header: Encapsulate code into Callbacks
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2023-03-17 08:42:58 +00:00
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:description: Make use of the Callback system in Fabric
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:button_link: ../guide/callbacks.html
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:col_css: col-md-4
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:height: 150
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:tag: intermediate
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.. displayitem::
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2023-03-20 22:11:26 +00:00
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:header: Track and visualize experiments
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2023-03-17 08:42:58 +00:00
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:description: Learn how Fabric helps you remove boilerplate code for tracking metrics with a logger
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:button_link: ../guide/logging.html
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:col_css: col-md-4
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:height: 150
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:tag: intermediate
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.. displayitem::
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2023-03-20 22:11:26 +00:00
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:header: Save and load model progress
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2023-03-17 08:42:58 +00:00
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:description: Efficient saving and loading of model weights, training state, hyperparameters and more.
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:button_link: ../guide/checkpoint.html
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:col_css: col-md-4
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:height: 150
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:tag: intermediate
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.. displayitem::
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2023-03-20 22:11:26 +00:00
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:header: Build your own Trainer
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2023-03-17 08:42:58 +00:00
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:description: Take our Fabric Trainer template and customize it for your needs
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:button_link: https://github.com/Lightning-AI/lightning/tree/master/examples/fabric/build_your_own_trainer
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:col_css: col-md-4
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:height: 150
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:tag: intermediate
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.. raw:: html
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</div>
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</div>
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