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
- AdvancedProfiler: manually calling `stop` causes crash
- `trainer.fit_loop.setup_data()` does not refresh train dataset in `LightningModule`
- Deepspeed stage 3 crashing with student + teacher
- trainer.test(ckpt_path='best') does not work as expected
- building docs to pdf
- Support context manager when toggling optimizers
- Strict warning about using optimizers manually would be needed in the docs
- torch.compile support from lightning CLI
- Call `datamodule.setup()` before linking arguments
- Unable to run custom sampler with custom arguments on TPU
- Docs
- Python not yet supported