pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Training process freezes on step 2 when training with manual optimization.
- Ability to pre-warm compute instances in Lightning AI
- Total time in Simpleprofiler does not add up to the function run-times
- `trainer.predict` on ` IterableDataset`s leads to a warning
- Initializing `LightningClient` (app utilities) fails on Jupyter Notebook (event loop error)
- Progress Bar prints many lines when validation_step is defined
- Lightning Storage doesn't support filenames with spaces
- "MisconfigurationException: No supported gpu backend found!" with multi gpu training in jupyter notebooks
- `trainer.save_checkpoint` doesn't work after `trainer.test` with deepspeed strategy
- Hot reload for the `ServeGradio` component
- Docs
- Python not yet supported