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Update Fabric docs navigation (#16957)
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############################### | ||
Efficient Gradient Accumulation | ||
############################### | ||
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################ | ||
Fabric Arguments | ||
################ | ||
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############## | ||
Fabric Methods | ||
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################ | ||
Fabric Utilities | ||
################ | ||
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######## | ||
Examples | ||
######## | ||
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.. raw:: html | ||
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<div class="display-card-container"> | ||
<div class="row"> | ||
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.. displayitem:: | ||
:header: Image Classification | ||
:description: Train an image classifier on the MNIST dataset | ||
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/image_classifier | ||
:col_css: col-md-4 | ||
:height: 150 | ||
:tag: basic | ||
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.. displayitem:: | ||
:header: GAN | ||
:description: Train a GAN that generates realistic human faces | ||
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/dcgan | ||
:col_css: col-md-4 | ||
:height: 150 | ||
:tag: intermediate | ||
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.. displayitem:: | ||
:header: Meta-Learning | ||
:description: Distributed training with the MAML algorithm on the Omniglot and MiniImagenet datasets | ||
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/meta_learning | ||
:col_css: col-md-4 | ||
:height: 150 | ||
:tag: intermediate | ||
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.. displayitem:: | ||
:header: Large Language Models | ||
:description: Pre-train a GPT-2 language model on OpenWebText data | ||
:button_link: https://github.com/Lightning-AI/nanoGPT/blob/master/train_fabric.py | ||
:col_css: col-md-4 | ||
:height: 150 | ||
:tag: advanced | ||
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.. displayitem:: | ||
:header: Reinforcement Learning | ||
:description: Implementation of the Proximal Policy Optimization (PPO) algorithm with multi-GPU support | ||
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/reinforcement_learning | ||
:col_css: col-md-4 | ||
:height: 150 | ||
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.. displayitem:: | ||
:header: Active Learning | ||
:description: Coming soon | ||
:col_css: col-md-4 | ||
:height: 150 | ||
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.. raw:: html | ||
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</div> | ||
</div> |
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################################ | ||
Accelerate your code with Fabric | ||
################################ | ||
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############################## | ||
Convert PyTorch code to Fabric | ||
############################## | ||
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########################### | ||
Launch distributed training | ||
########################### | ||
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.. _Fabric in Notebooks: | ||
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################### | ||
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################################ | ||
Save memory with mixed precision | ||
################################ | ||
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######### | ||
Callbacks | ||
######### | ||
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############################## | ||
Saving and Loading Checkpoints | ||
############################## | ||
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################## | ||
Organize Your Code | ||
################## | ||
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############################### | ||
Track and Visualize Experiments | ||
############################### | ||
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################ | ||
Template Trainer | ||
################ | ||
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