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
- Metrics and multiple validation/test dataloaders
- Strange Performance issues with PL + FFCV
- LayerNorm / BatchNorm fp16 behavior is different in Pytorch Native and Deepspeed
- MPS AMP Support
- When test, the printed log does not show the full text of the metrics, when named in Chinese
- Total time in Simpleprofiler does not add up to the function run-times
- possibilities for Asynchronous (RL online rollout) evaluation during training
- Raise an error if sync_dist is set when logging torchmetrics
- Add log_image for Tensorboard logger
- torch.randn() + DDP + GANs are easy to get wrong with lightning
- Docs
- Python not yet supported