MQBench: Towards Reproducible and Deployable Model Quantization
Benchmark

MQBench: Towards Reproducible and Deployable Model Quantization Benchmark

5 November 2021

Yuhang Li

Papers citing "MQBench: Towards Reproducible and Deployable Model Quantization Benchmark"

8 / 8 papers shown

Title
Data Generation for Hardware-Friendly Post-Training Quantization Lior Dikstein Ariel Lapid Arnon Netzer H. Habi MQ 45 0 0 29 Oct 2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes Ruihao Gong Yang Yong Zining Wang Jinyang Guo Xiuying Wei Yuqing Ma Xianglong Liu 18 5 0 09 May 2024
Instance-Aware Group Quantization for Vision Transformers Jaehyeon Moon Dohyung Kim Junyong Cheon Bumsub Ham MQ ViT 27 5 0 01 Apr 2024
Quantized Feature Distillation for Network Quantization Kevin Zhu Yin He Jianxin Wu MQ 16 8 0 20 Jul 2023
Benchmarking the Robustness of Quantized Models Yisong Xiao Tianyuan Zhang Shunchang Liu Haotong Qin AAML MQ 19 2 0 08 Apr 2023
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference Hai Wu Ruifei He Hao Hao Tan Xiaojuan Qi Kaibin Huang MQ 11 2 0 10 Dec 2022
Diversifying Sample Generation for Accurate Data-Free Quantization Xiangguo Zhang Haotong Qin Yifu Ding Ruihao Gong Qing Yan Renshuai Tao Yuhang Li F. Yu Xianglong Liu MQ 47 89 0 01 Mar 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016