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
- Resuming should allow to differentiate what to resume (steps/opti/weights)
- Returning None from training_step with multi GPU DDP training
- `lr_finder` fails when called after training for 1 or more epochs
- Support uneven DDP inputs with pytorch model.join
- Add a PL method diagram to docs
- Clarify the model checkpoint arguments
- Easier change optimizer/learning rate instead of reading state_dict from checkpoint
- Model Verification in Trainer
- Docs
- Python not yet supported