Building a Mobile AI Platform at Facebook - F8 2019

Building a Mobile AI Platform at Facebook - F8 2019

Meta Developers via YouTube Direct link

Challenge

12 of 23

12 of 23

Challenge

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Building a Mobile AI Platform at Facebook - F8 2019

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  1. 1 Intro
  2. 2 Agenda
  3. 3 Natural Language Processing NLP
  4. 4 Accessibility
  5. 5 Why Mobile
  6. 6 Challenges
  7. 7 The Yard Effect
  8. 8 Peak Performance
  9. 9 Mobile Ecosystem
  10. 10 ML Pipeline
  11. 11 Mobile AI Platform
  12. 12 Challenge
  13. 13 Flexibility
  14. 14 Core Techniques
  15. 15 Mobile Hardware Landscape
  16. 16 Kernel Libraries
  17. 17 QM Pack
  18. 18 Machine Learning Compiler
  19. 19 Quantization
  20. 20 Results
  21. 21 Quantization Flow
  22. 22 Benchmarking
  23. 23 Outro

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