Majid Al-RaimiPhD notes / KFUPM

COE 592/Lecture 4.1Pruning and sparsity I

Overview
Full guide
Glossary
Reference
Practice quiz

Parts6

Why prune: energy, definition and formulation5 concepts, slides 1-6
Train, prune, fine-tune: what pruning achieves6 concepts, slides 7-13
Pruning granularity: from irregular to regular3 concepts, slides 14-18
Fine-grained, N:M and channel pruning in practice5 concepts, slides 19-25
Pruning criteria: magnitude and scaling factors4 concepts, slides 26-33
Second-order, activation and regression criteria6 concepts, slides 34-43

Majid Al-RaimiPractice quiz

COE 592Lecture 4.1Practice quiz

Practice quiz

There are no practice questions for this lecture yet.