Zobrazeno 1 - 10
of 3 474
pro vyhledávání: '"HUANG, Ning"'
Autor:
Huang, Ning-Chi, Chang, Chi-Chih, Lin, Wei-Cheng, Taka, Endri, Marculescu, Diana, Wu, Kai-Chiang
$N{:}M$ sparsity is an emerging model compression method supported by more and more accelerators to speed up sparse matrix multiplication in deep neural networks. Most existing $N{:}M$ sparsity methods compress neural networks with a uniform setting
Externí odkaz:
http://arxiv.org/abs/2409.09708
Autor:
Chang, Chi-Chih, Lin, Wei-Cheng, Lin, Chien-Yu, Chen, Chong-Yan, Hu, Yu-Fang, Wang, Pei-Shuo, Huang, Ning-Chi, Ceze, Luis, Abdelfattah, Mohamed S., Wu, Kai-Chiang
Post-training KV-Cache compression methods typically either sample a subset of effectual tokens or quantize the data into lower numerical bit width. However, these methods cannot exploit redundancy in the hidden dimension of the KV tensors. This pape
Externí odkaz:
http://arxiv.org/abs/2407.21118
Autor:
Chang, Chi-Chih, Sung, Yuan-Yao, Yu, Shixing, Huang, Ning-Chi, Marculescu, Diana, Wu, Kai-Chiang
Vision Transformers (ViT) have recently demonstrated success across a myriad of computer vision tasks. However, their elevated computational demands pose significant challenges for real-world deployment. While low-rank approximation stands out as a r
Externí odkaz:
http://arxiv.org/abs/2311.03912
Autor:
Xu Chengyang, Liu Xueqing, Li Fujia, Fu Heguo, Han Dong, Huang Ning, Wang Gongdong, Wang Yiwen
Publikováno v:
Science and Engineering of Composite Materials, Vol 31, Iss 1, Pp 7259-89 (2024)
As one of the main problems in the processing of carbon fiber reinforced polymer (CFRP), tool wear affects the quality and efficiency of hole making. As a new CFRP hole making process, the suction-type internal chip removal method can effectively slo
Externí odkaz:
https://doaj.org/article/8e5395607f6b47f68d668dff767e310f
This paper introduces the necessity and significance of the investigation of cultural heritage objects. The multi-technique method is useful for the study of cultural heritage objects, but a comprehensive analytical instrument is a better choice sinc
Externí odkaz:
http://arxiv.org/abs/2308.06908
Publikováno v:
Engineering, Construction and Architectural Management, 2023, Vol. 31, Issue 6, pp. 2306-2326.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/ECAM-04-2022-0334
Publikováno v:
Polish Journal of Microbiology, Vol 73, Iss 1, Pp 29-38 (2024)
Fungal diseases form perforated disease spots in tobacco plants, resulting in a decline in tobacco yield and quality. The present study investigated the antagonistic effect of Bacillus subtilis CTXW 7-6-2 against Rhizoctonia solani, its ability to pr
Externí odkaz:
https://doaj.org/article/51d9966f3678483cbe384c442a658d90
Publikováno v:
In Catena November 2024 246