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Building a Mobile AI Platform at Facebook - F8 2019
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- 1 Intro
- 2 Agenda
- 3 Natural Language Processing NLP
- 4 Accessibility
- 5 Why Mobile
- 6 Challenges
- 7 The Yard Effect
- 8 Peak Performance
- 9 Mobile Ecosystem
- 10 ML Pipeline
- 11 Mobile AI Platform
- 12 Challenge
- 13 Flexibility
- 14 Core Techniques
- 15 Mobile Hardware Landscape
- 16 Kernel Libraries
- 17 QM Pack
- 18 Machine Learning Compiler
- 19 Quantization
- 20 Results
- 21 Quantization Flow
- 22 Benchmarking
- 23 Outro
