Distribution Adaptive INT8 Quantization for Training CNNs

no code implementations • 9 Feb 2021 • Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu

Researches have demonstrated that low bit-width (e. g., INT8) quantization can be employed to accelerate the inference process.

Image Classification object-detection +3

Multicell Power Control under Rate Constraints with Deep Learning

1 code implementation • 7 Dec 2020 • Yinghan Li, Shengqian Han, Chenyang Yang

In the paper we study a deep learning based method to solve the multicell power control problem for sum rate maximization subject to per-user rate constraints and per-base station (BS) power constraints.