pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Redesign dataloader re-instantiation context managers for Lite
- mixed precision with Deepspeed
- AWS Neuron support
- Allow dynamic setup in `setup()`
- Support for AdaptDL
- Overfit batches parameter gives a validation batch
- Keep User-Defined Order of Callbacks
- pytorch lightning causes slurm nodes to drain
- trainer.validate() will not load optimizer properly, different behavior from trainer.fit()
- Allow to specify the value of the `trainer/global_step` metric on W&B during validation
- Docs
- Python not yet supported