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- Outro
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Classroom Contents
Supercharge Your Training With PyTorch Lightning and Weights & Biases
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- 1 - What is Weights & Biases? What is PyTorch Lightning?
- 2 - Installs, imports, and setup
- 3 - Building a model with Lightning and W&B
- 4 - Next-level logging: model files, logits, and more
- 5 - Lightning Callbacks for logging media to W&B
- 6 - Writing a LightningDataModule
- 7 - Putting it all together with the Trainer
- 8 - Reviewing the W&B Dashboard
- 9 - Logs in the standard out
- 10 - Metadata, system metrics, and model topology in the W&B Dashboard
- 11 - Outro
