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
- How to rollback optimizer step (i.e. reload best checkpoint) during training?
- Add BMUF Multi-GPU Training Method
- distributed inference
- ModelPruning callback logs wrong sparsity
- Handle LazyModuleMixin Properly
- Multi-node training expects num_nodes and devices, but that may be variable in a slurm cluster.
- Use DeepSpeed Communication
- Add support for `torchshard`
- Integrate torchsnapshot
- Version mismatches between package, CITATION file, and Zenodo
- Docs
- Python not yet supported