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
- _atomic_save with transaction cause "Invalid cross-device link" error
- `_update_dataloader` improperly copies state of subclassed dataloader with attribute names that differ from `__init__` parameters.
- rich progress bar shows v_num as 0.000
- Weights are misshappen when using model's forward in on_fit_end() hook with FSDP
- Registered buffers not moved to correct device when using DeepSpeed Stage 3
- Shuffle order is the same across runs when using strategy='ddp'
- LearningRateMonitor broken on MPS backend with Apple silicon
- Mixed precision, ddp and torch.no_grad()
- Cannot turn off sampler injection at inference time.
- Checkpoints Saving with different permissions to account defaults
- Docs
- Python not yet supported