Efficient Bitwidth Search for Practical Mixed Precision Neural Network

Efficient Bitwidth Search for Practical Mixed Precision Neural Network

17 March 2020

Yuhang Li

Papers citing "Efficient Bitwidth Search for Practical Mixed Precision Neural Network"

11 / 11 papers shown

Title
Differentiable Search for Finding Optimal Quantization Strategy Lianqiang Li Chenqian Yan Yefei Chen MQ 26 2 0 10 Apr 2024
Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks E. Trommer Bernd Waschneck Akash Kumar 18 6 0 15 Aug 2022
Benchmarking of DL Libraries and Models on Mobile Devices Qiyang Zhang Xiang Li Xiangying Che Xiao Ma Ao Zhou Mengwei Xu Shangguang Wang Yun Ma Xuanzhe Liu 25 48 0 14 Feb 2022
MQBench: Towards Reproducible and Deployable Model Quantization Benchmark Yuhang Li Mingzhu Shen Jian Ma Yan Ren Mingxin Zhao Qi Zhang Ruihao Gong F. Yu Junjie Yan MQ 35 49 0 05 Nov 2021
GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks Ben Bodner G. B. Shalom Eran Treister MQ 19 2 0 18 Feb 2021
BinaryBERT: Pushing the Limit of BERT Quantization Haoli Bai Wei Zhang Lu Hou Lifeng Shang Jing Jin Xin Jiang Qun Liu Michael Lyu Irwin King MQ 142 221 0 31 Dec 2020
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing Yuhang Li Feng Zhu Ruihao Gong Mingzhu Shen Xin Dong F. Yu Shaoqing Lu Shi Gu MQ 36 38 0 19 Nov 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search Mingzhu Shen Feng Liang Ruihao Gong Yuhang Li Chuming Li Chen Lin F. Yu Junjie Yan Wanli Ouyang MQ 28 36 0 09 Oct 2020
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks Baozhou Zhu P. Hofstee Jinho Lee Zaid Al-Ars MQ 14 2 0 11 Sep 2020
ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks Ahmed T. Elthakeb Prannoy Pilligundla Fatemehsadat Mireshghallah Amir Yazdanbakhsh H. Esmaeilzadeh MQ 55 68 0 05 Nov 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016