Black Friday 2024: 25+ Ways to Save on Online Learning
Introduction to Optimization Algorithms to Compress Neural Networks

Introduction to Optimization Algorithms to Compress Neural Networks

tinyML via YouTube Direct link

Knowledge distillation

5 of 16
Previous
Next

5 of 16

Knowledge distillation

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Introduction to Optimization Algorithms to Compress Neural Networks

Automatically move to the next video in the Classroom when playback concludes
  1. 1 Introduction
  2. 2 Local Meetup
  3. 3 What is tinyML
  4. 4 Quantization
  5. 5 Knowledge distillation
  6. 6 Pruning
  7. 7 Pruning techniques
  8. 8 Pros and cons
  9. 9 Lowend factorization
  10. 10 Fast convolutional
  11. 11 Selective attention network
  12. 12 Summary
  13. 13 Questions
  14. 14 General use cases
  15. 15 Pruning whole channels
  16. 16 Conclusion

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.