Early Stopping & Checkpointing — Roadmap Step & Resources
Stopping training at the right time and saving the best model along the way
- Level: intermediate
- Estimated time: 2 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Mini projects
- Add early stopping and checkpointing to a training loop based on validation loss
Study resources
- Saving and Loading Models (Article) — The official PyTorch documentation on checkpointing models during training.
- Early Stopping Explained (Video) — A practical explanation of stopping training before a model overfits.
Part of
- Training Deep Neural Networks — section
- Deep Learning & Neural Networks roadmap — the full learning path