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
- Global step reset when restoring checkpoints with trainer.validate
- Step when validation happens drifts for `val_check_interval` when gradient accumulation turned on
- torch.compile support from lightning CLI
- building docs to pdf
- Fabric dataloaders die when num workers > 0 and distributed.
- Missing / Unexpected key(s) when loading a checkpoint from a compiled model
- sync_batchnorm with gradient accumulation
- Init arguments upon multiple inheritance from LightningDataModule and other parent class
- [Features] Generate a json schema from LightningCLI
- Should Fabric have a `.mark_step()`?
- Docs
- Python not yet supported