HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs

20 July 2020

Papers citing "HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs"

10 / 10 papers shown

Title
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning Lianbo Ma Jianlun Ma Yuee Zhou Guoyang Xie Qiang He Zhichao Lu MQ 48 0 0 08 May 2025
Data Generation for Hardware-Friendly Post-Training Quantization Lior Dikstein Ariel Lapid Arnon Netzer H. Habi MQ 154 0 0 29 Oct 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations Hmrishav Bandyopadhyay A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Tao Xiang Timothy M. Hospedales Yi-Zhe Song SSL 26 9 0 14 Mar 2024
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks Chee Hong Kyoung Mu Lee SupR MQ 27 1 0 25 Jul 2023
CSMPQ:Class Separability Based Mixed-Precision Quantization Ming-Yu Wang Taisong Jin Miaohui Zhang Zhengtao Yu MQ 28 0 0 20 Dec 2022
Mixed-Precision Neural Networks: A Survey M. Rakka M. Fouda Pramod P. Khargonekar Fadi J. Kurdahi MQ 25 11 0 11 Aug 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution Chee Hong Sungyong Baik Heewon Kim Seungjun Nah Kyoung Mu Lee SupR MQ 31 32 0 21 Jul 2022
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data Duy-Thanh Nguyen Hyeonseung Je Tuan Nghia Nguyen Soojung Ryu Kyujoong Lee Hyuk-Jae Lee 13 23 0 15 Jun 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
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 337 1,049 0 10 Feb 2017