Neural Network Quantization Resources

List resources on neural network quantization here. Quantization are moving from research to industry (I mean real applications) nowdays (as in the begining of 2019). Hoping that this list may help :)

The resources are categorized into sections which may contain several subsections. The categories should be easy to understand. The recommanded materials are marked with ★ . Leave comments to collaborate :)


Resources that help people having a basic understanding in this field.


Quantization came into researcher’s eyesight even in the early days of deep learning.


Mainly on softwares which enables quantized neural networks.

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