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
- Error if SLURM_NTASKS != SLURM_NTASKS_PER_NODE
- Gradient checkpointing and ddp do not work together
- Light / dark mode for documentation
- Major performance degradation when multiple metrics/losses
- Optimize `fit_loop()` to reduce `train_dataloader()`'s memory footprint
- Custom TQDMProgressBar changes not reflected
- FSDP with HYBRID_SHARD loss doesn't improve with more nodes
- Fabric and FFCV?
- Deepspeed ZERO MiCS support
- FSDP checkpoint loading fails
- Docs
- Python not yet supported