Introduction to Neural Network Quantization (NNQ)

Good Papers/Blogs to learn NNQ

  • 1) A White Paper on Neural Network Quantization, Nagel et al., Qualcomm AI Research, 2021, see pdf link;
  • 2) Quantizing deep convolutional networks for efficient inference: A whitepaper, Raghuraman Krishnamoorthi, 2018, see pdf link;
  • 3) GitHub repo Awesome-Quantization-Papers, see repo link
Written on February 26, 2025