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
- [Not finished] Allow customized parameter grouping for automatic optimzier configuration.
- WandbLogger: log distributed training experiments (multi-node)
- Erreur avec le le logger mlflow
- Program crashes due to the use of AMP
- Fabric FSDP with bitsandbytes plugin is not supported
- Mlflow logging LR duplicate key issue with PostgreSQL DB #190
- Error when learning on tpu
- FSDP checkpoint loading issue
- Proper way to use mixed precision with manual optimization
- MLFlowLogger.save_dir mishandles absolute file: URIs on Windows
- Docs
- Python not yet supported