Project 'biosignal/software/deepdraw' was moved to 'medai/software/deepdraw'. Please update any links and bookmarks that may still have the old path.
Use pytorch-lightning to replace logging/monitoring and training/evaluation loops
Closely related to #21, we should investigate if the use of pytorch-lightning is not going to allow us to drop large parts of the code base presented in this package and biosignal/software/ptbench>.
In particular, the following features seem relevant:
- Training and evaluation loops: https://pytorch-lightning.readthedocs.io/en/latest/model/train_model_basic.html
- Logging to tensorboard compatible streams: https://pytorch-lightning.readthedocs.io/en/latest/visualize/logging_basic.html
- Early stopping: https://www.youtube.com/watch?v=vfB5Ax6ekHo
- Training on GPUs: https://www.youtube.com/watch?v=nsyVXthGRHo