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
- Share/collect non-tensor objects between processes.
- Hook to transform the model before loading the weights
- Load a checkpoint after warmup
- Provide a backend agnostic Join for LightningLite
- mixed precision with Deepspeed
- "Edit on GitHub" links in tutorials from the Docs are not working
- Support non-conventional optimizers
- Slurm `gpus-per-task` Error
- Dynamic/variable batch size support
- Incompatibility with MLFlow 1.30
- Docs
- Python not yet supported