pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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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
- Easier access to train_batch_idx for control
- DDPStrategy under windows is complaining about missing libuv
- FSDP Strategy not working with bfloat16
- Add support to Fairscale Parallel Layers
- Docs
- Python not yet supported