Applying Second-Order Pruning Algorithms for SOTA Model Compression

Applying Second-Order Pruning Algorithms for SOTA Model Compression

Neural Magic via YouTube Direct link

Intuition

14 of 17

14 of 17

Intuition

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Applying Second-Order Pruning Algorithms for SOTA Model Compression

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 What is Pruning
  4. 4 Classification
  5. 5 Observations
  6. 6 Timeline
  7. 7 Optimal Brain Damage Framework
  8. 8 OBS Framework
  9. 9 Efficient SecondOrder Approximation
  10. 10 Results
  11. 11 Natural Language Processing
  12. 12 Deep Space Deployment
  13. 13 Next Step Up Results
  14. 14 Intuition
  15. 15 Weight Update
  16. 16 Open Source
  17. 17 QA Session

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