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
- 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
- Checkpoints Saving with different permissions to account defaults
- Add something like `use_compile` parameter for Trainer
- DDPStrategy under windows is complaining about missing libuv
- FSDP Strategy not working with bfloat16
- Easier access to train_batch_idx for control
- Add support to Fairscale Parallel Layers
- Docs
- Python not yet supported