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Advanced Network Quantization and Compression Using AIMET - tinyML Summit 2021
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- 1 Introduction
- 2 Welcome
- 3 Challenges
- 4 Qualcomms research
- 5 AIMET overview
- 6 AIMET features
- 7 AIMET quantization library
- 8 GitHub
- 9 Snapchat
- 10 Quantization performance
- 11 QA
- 12 RNN support
- 13 Presentation
- 14 Why quantize
- 15 Quantization model
- 16 Posttraining techniques
- 17 Questions
- 18 Data Free Quantization
- 19 Cross Layer Equalization
- 20 Results
