Table of Contents
- What is PyTorch Lightning
- Installing and Getting Started
- Learning with Lighting
- Grid AI
- Helpful Links
What is PyTorch Lightning
Turn PyTorch code into Lightning code.
More about PyTorch here:
Installing and Getting Started
Install PyTorch Lightning by running:
pip install pytorch-lightning
or
conda install pytorch-lightning -c conda-forge
Lighting in 15 Minutes
PyTorch Lighting's documentation has skill levels you are able to walk through, each teaching you a new skill.
Level 1: Train a model
Level 2: Add a validation and test set
Level 3: Use pretrained models
Level 4: Enable script parameters
.
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Level 10: Understand your model
Level 11: Explore SOTA scaling techniques
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Level 20: Explore HPUs
Level 21: Master TPUs
Level 22: Reach 1 trillion parameters on GPUs
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Level 26: Make your own profiler
Learning with Lighting
There are many tutorials and other resources on PyTorch Lighting's website you can utilize to start your journey with Lighting.
Tutorials
Glossary
Common WorkFlows
Slack Community
Join their Slack to ask the community questions and check out the GitHub here.
Grid AI
From the creators of PyTorch Lighting, you can get started with grid and train countless of ML models from your laptop with zero code changes!
Introducing Grid AI
Helpful Links
- PyTorch Lightning MasterClass
- Lightning Research Talks
- Getting Started with PyTorch Lightning
- PyTorch Ecosystem
- PyTorch Lightning for Dummies
- Training Neural Networks using PyTorch Lightning
Happy coding!
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