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
- Confusing recommendation to use sync_dist=True even with TorchMetrics
- How to use Webdataset in DDP setting? ValueError: you need to add an explicit nodesplitter to your input pipeline for multi-node training
- Loading `train_dataloader` before estimating `max_batches`
- `link_arguments` does not work in lightning 2.3
- StreamingDataset not working in multi-gpu environement
- FSDP Fails with floating nn.Parameter
- Email Callback on training done
- Have an example of showing explicitly how to calculate metrics in DDP for lightning 2.2.0
- Error when disabling an optimizer with native AMP turned on
- CSV Logger acts weirdly in Callbacks
- Docs
- Python not yet supported