Supercharge Your Training With PyTorch Lightning and Weights & Biases

Supercharge Your Training With PyTorch Lightning and Weights & Biases

Weights & Biases via YouTube Direct link

- What is Weights & Biases? What is PyTorch Lightning?

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1 of 11

- What is Weights & Biases? What is PyTorch Lightning?

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Supercharge Your Training With PyTorch Lightning and Weights & Biases

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

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