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
- Add log_image for Tensorboard logger
- DDP (multi GPU) Iterable Dataset is not working as expected ?
- ModelCheckpoint Callback state loader with missing dir
- 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
- Docs
- Python not yet supported