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
- `outputs` in `TracerPythonScript` is not flexible
- How do we start an app on the cloud from a remote device? How do we provide our login credentials?
- better CLI messaging when connected to an app
- StreamlitFrontend does not work when trying to upload a file locally
- `auto_lr_find` does not work if there is a BackboneFinetuning callback
- Provide teardown APIs in Fabric
- Unable to run works in the `LightningList` structure on cloud
- "Migrations" for lightning models and trainers
- Windows cannot generate docs correctly for source-lit. All files simply have a file path as their contents.
- Provide a backend agnostic Join for LightningLite
- Docs
- Python not yet supported