Master the Art of Quantization: A Practical Guide

Exploring and Implementing Quantization Methods with TensorFlow and PyTorch

Jan Marcel Kezmann
14 min readJan 27, 2023

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Master the Art of Quantization: A Practical Guide

Are you interested in deploying machine learning models on resource-constrained devices such as mobile phones or embedded devices?

If so, you may be familiar with the quantization strategy, which enables you to minimize the size…

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Jan Marcel Kezmann

AI enthusiast, practitioner and writer. I write about AI, ML and Data Science in general. Join Medium with https://medium.com/@jan_marcel_kezmann/membership