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
- Enable FSDP strategy on CPU (accelerator="cpu")
- `ModelCheckpoint` deletes *previous run's* checkpoint when remote filesystem
- [pre-commit.ci] pre-commit suggestions
- Add an end-to-end anomaly detection tutorial using PyTorch Lightning
- `accumulate_grad_batches` is silently ignored when epoch length < `accumulate_grad_batches`, because Lightning always steps on the last batch
- Fix progress bar total under gradient accumulation with iterable datasets
- Support typed learning rate scheduler configs
- Fix TQDMProgressBar showing unknown total after resuming from a mid-epoch checkpoint
- Checkpoints silently fail to save due to swallowed PermissionError in `_atomic_save`
- Fix PermissionError swallowing in _atomic_save
- Docs
- Python not yet supported