lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- DDP training freezes immediately
- Allow checkpointing initial model weights
- Properly support iteration-based training
- Enable Rich Progress Bar/Model Summary if Rich is available
- CPU memory consumption increases at the end of every epochs on TPU
- Device parsing improvements
- Deprecate passing a container to `self.save_hyperparameters()`
- Refactor trainer._log_device_info() method and warnings
- Logging a TorchMetric resets it, produces very subtle and unexpected behaviour
- Add debugging utilitity methods for DDP
- Docs
- Python not yet supported