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