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
- Fix `CSVLogger` for remote FS
- Issue with logs when using torch.compile
- Have each DDP worker optimizing a specific layer of a common model
- `LightningModule.to_torchscript()` does not transfer check_inputs to correct device
- [Bug] RuntimeError: No backend type associated with device type cpu
- Modification of the current_epoch attribute or other interesting @properties without setters
- LightningModule.configure_callbacks overrides Trainer callbacks
- Support saving and loading remote paths with FSDP
- Calling `trainer.fit` twice with spawn strategies won't work as expected
- warnings: resuming before epoch end is absolutely normal for long trainings
- Docs
- Python not yet supported