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
- CPU-Memory keeps accumulating during `trainer.predict`
- Potential off by 1 error when resuming training of mid-epoch checkpoint
- Support skipping the first iteration time in process bar
- Support `DDP(static_graph=True)` and gradient accumulation
- Configure WandB run name in checkpoint path via Lightning CLI
- [WIP]add npu support
- feat(integrations): Improve checkpoint functionality of `WandbLogger`
- Create a link for the best checkpoint
- Add additional parameters to the DeepSpeedStrategy
- Unable to use TPU on Google Colab
- Docs
- Python not yet supported