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
- Updating lightning from v1.7.7 to 1.8.0 significantly affects results
- Automatic logger removal if the training failed (error happening on the sanity check)
- Support Intel Arc
- Raise an error if sync_dist is set when logging torchmetrics
- Please allow different batch sizes per gpu in ddp
- "Edit on GitHub" links in tutorials from the Docs are not working
- possibilities for Asynchronous (RL online rollout) evaluation during training
- Training process freezes on step 2 when training with manual optimization.
- Total time in Simpleprofiler does not add up to the function run-times
- `trainer.predict` on ` IterableDataset`s leads to a warning
- Docs
- Python not yet supported