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
- Consolidate collective functions
- Pruning callback causes GPU memory leak when used iteratively
- Distributed mode overwrites the user's choice for dataloaders shuffling
- [RFC] Clean up Logger saving of Profiler output
- Deadlock after training model with TPU VM 3.8 and while resuming training.
- pytorch lightning causes slurm nodes to drain
- Keep User-Defined Order of Callbacks
- Please allow different batch sizes per gpu in ddp
- Fix LR scheduler behaviour with AMP
- `configure_optimizers` in LightningCLI doesn't work in distributed mode
- Docs
- Python not yet supported