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tinyMLPerf: Benchmarking Ultra-low Power Machine Learning Systems
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- 1 Introduction
- 2 About Vijay
- 3 What is tinyML
- 4 What is tinyMLPerf
- 5 How does tinyMLPerf benchmark
- 6 What does tinyMLPerf enable
- 7 tinyMLPerf benchmark
- 8 how does this translate to the ecosystem
- 9 whats interesting about this space
- 10 quantization
- 11 community driven effort
- 12 set of tasks
- 13 prune
- 14 Methodology
- 15 Conclusion