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ELL: The Microsoft Embedded Learning Library - Principles and Applications
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- 1 Intro
- 2 The Embedded Learning Library
- 3 Al compiler vs. Al runtime
- 4 Evaluation
- 5 Architecture search
- 6 Lossless acceleration
- 7 Lossy Acceleration mix and match compression techniques
- 8 Quantization semantics
- 9 Quantization representation
- 10 Quantization example
- 11 Quantization performance
- 12 Quantized weight accuracy
- 13 Quantized activation accuracy
- 14 Current focus areas
