Zobrazeno 1 - 10
of 76
pro vyhledávání: '"Ma, Yuexiao"'
Autor:
Ma, Yuexiao, Li, Huixia, Zheng, Xiawu, Ling, Feng, Xiao, Xuefeng, Wang, Rui, Wen, Shilei, Chao, Fei, Ji, Rongrong
The significant resource requirements associated with Large-scale Language Models (LLMs) have generated considerable interest in the development of techniques aimed at compressing and accelerating neural networks. Among these techniques, Post-Trainin
Externí odkaz:
http://arxiv.org/abs/2403.12544
Autor:
Ma, Yuexiao, Li, Huixia, Zheng, Xiawu, Xiao, Xuefeng, Wang, Rui, Wen, Shilei, Pan, Xin, Chao, Fei, Ji, Rongrong
Post-training quantization (PTQ) is widely regarded as one of the most efficient compression methods practically, benefitting from its data privacy and low computation costs. We argue that an overlooked problem of oscillation is in the PTQ methods. I
Externí odkaz:
http://arxiv.org/abs/2303.11906
Autor:
Ma, Yuexiao, Jin, Taisong, Zheng, Xiawu, Wang, Yan, Li, Huixia, Wu, Yongjian, Jiang, Guannan, Zhang, Wei, Ji, Rongrong
To bridge the ever increasing gap between deep neural networks' complexity and hardware capability, network quantization has attracted more and more research attention. The latest trend of mixed precision quantization takes advantage of hardware's mu
Externí odkaz:
http://arxiv.org/abs/2109.07865
Autor:
Zheng, Xiawu, Ma, Yuexiao, Xi, Teng, Zhang, Gang, Ding, Errui, Li, Yuchao, Chen, Jie, Tian, Yonghong, Ji, Rongrong
Despite superior performance on many computer vision tasks, deep convolution neural networks are well known to be compressed on devices that have resource constraints. Most existing network pruning methods require laborious human efforts and prohibit
Externí odkaz:
http://arxiv.org/abs/2108.08532
Publikováno v:
In Ecotoxicology and Environmental Safety 15 April 2024 275
Publikováno v:
In Chemosphere January 2023 311 Part 1
Autor:
Lin, Lisen, Li, Tianyu, Sun, Mengqi, Liang, Qingqing, Ma, Yuexiao, Wang, Fenghong, Duan, Junchao, Sun, Zhiwei
Publikováno v:
In Environmental Research June 2022 209
Autor:
Wang, Fenghong, Liang, Qingqing, Ma, Yuexiao, Sun, Mengqi, Li, Tianyu, Lin, Lisen, Sun, Zhiwei, Duan, Junchao
Publikováno v:
In Free Radical Biology and Medicine March 2022 182:171-181
Autor:
Ma, Yuexiao, Liang, Qingqing, Wang, Fenghong, Yan, Kanglin, Sun, Mengqi, Lin, Lisen, Li, Tianyu, Duan, Junchao, Sun, Zhiwei
Publikováno v:
In Ecotoxicology and Environmental Safety 1 March 2022 232
Autor:
Wang, Fenghong, Ahat, Xapkat, Liang, Qingqing, Ma, Yuexiao, Sun, Mengqi, Lin, Lisen, Li, Tianyu, Duan, Junchao, Sun, Zhiwei
Publikováno v:
In Science of the Total Environment 25 August 2021 784