Model Pruning — Roadmap Step & Resources
Removing redundant weights or neurons that contribute little to the model's output
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- Pruning Tutorial (Article) — The official PyTorch tutorial on pruning neural network weights.
- Neural Network Pruning Explained (Video) — A practical explanation of removing redundant weights to shrink a model.
Part of
- Model Optimization & Deployment for Deep Learning — section
- Deep Learning & Neural Networks roadmap — the full learning path