05 - Neural Network Pruning: Structured and Unstructured

Complete guide to Neural Network Pruning: Structured and Unstructured: architecture, practical implementation and best practices for developers and technical teams.

What you'll learn

• Why Pruning? The Redundancy Problem
• Structured vs Unstructured Pruning
• Magnitude Pruning: The Fundamental Method
• Structured Pruning with Torch-Pruning
• Movement Pruning for Transformers

This article is part of the Deep Learning Avanzato series on federicocalo.dev.

Read the full article

The complete article (14 min read) with code examples, diagrams, and practical exercises is available here:

➡️ 05 - Neural Network Pruning: Structured and Unstructured

https://federicocalo.dev/en/blog/neural-network-pruning-structured-unstructured

By Federico Calò — Software Developer & Technical Writer