Advanced Network Quantization and Compression Using AIMET - tinyML Summit 2021

Advanced Network Quantization and Compression Using AIMET - tinyML Summit 2021

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Data Free Quantization

18 of 20

18 of 20

Data Free Quantization

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Classroom Contents

Advanced Network Quantization and Compression Using AIMET - tinyML Summit 2021

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  1. 1 Introduction
  2. 2 Welcome
  3. 3 Challenges
  4. 4 Qualcomms research
  5. 5 AIMET overview
  6. 6 AIMET features
  7. 7 AIMET quantization library
  8. 8 GitHub
  9. 9 Snapchat
  10. 10 Quantization performance
  11. 11 QA
  12. 12 RNN support
  13. 13 Presentation
  14. 14 Why quantize
  15. 15 Quantization model
  16. 16 Posttraining techniques
  17. 17 Questions
  18. 18 Data Free Quantization
  19. 19 Cross Layer Equalization
  20. 20 Results

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