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
- Differences in layer ordering causes errors when resuming from checkpoints
- Store logger experiment id in checkpoint to enable correct resuming of experiments
- MLFlow Logger Makes a New Run When Resuming from hpc Checkpoint
- 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
- Docs
- Python not yet supported