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
- Validation loader is seeded the same during epoch in distributed mode
- New official Pytorch EMA gives RunTimeError when using Lightning with DDP
- Expected all tensors to be on the same device
- INVALID_PARAMETER_VALUE: Changing param values is not allowed
- self.log: `strategy.reduce` vs `reduce_fx`
- MeZO implementation with fabric
- Support for torch.func
- combined_loader: concatenating inputs
- How do I continue to train the model but for different tasks？
- Multi-GPU support with DDP on Windows breaks when using num_workers in DataLoader
- Docs
- Python not yet supported