Embedded Machine Learning: Part 3 - Network Quantization (Ep. 184)
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Embedded Machine Learning: Part 3 - Network Quantization (Ep. 184)
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In this episode I speak about neural network quantization, a technique that makes networks feasible for embedded systems and small devices.
There are many quantization techniques depending on several factors that are all important to consider during design and implementation.
Enjoy the episode!
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Sponsored by Amethix Technologies
Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.
Links
- Amethix Embedded Machine Learning
- Introduction to quantization on Pytorch