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
- Jax Support within Lightning
- [BUG] (`DataLoader`) sanity check fails due to `Input type (torch.FloatTensor) and weight type (torch.cuda.FloatTensor)`
- Multi-gpu training with slurm times out
- Call `configure_module` before `freeze_before_training`
- Light / dark mode for documentation
- Optimize `fit_loop()` to reduce `train_dataloader()`'s memory footprint
- FSDP checkpoint loading fails
- Gradient accumulation calcluation may be incorrect
- [Backend]: Support device backend registration for a wide range of third-party hardware
- DDP and BackboneFinetuning: model weights get out of sync when unfreezing layers for training
- Docs
- Python not yet supported