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Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training

Autor: Zhang, Yijia, Han, Yibo, Cao, Shijie, Dai, Guohao, Miao, Youshan, Cao, Ting, Yang, Fan, Xu, Ningyi

Running out of GPU memory has become a main bottleneck for large-scale DNN training. How to reduce the memory footprint during training has received intensive research attention. We find that previous gradient accumulation reduces activation memory b

Externí odkaz: http://arxiv.org/abs/2305.19982

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Akademický článek

Construction of knowledge graph for fully mechanized coal mining equipment based on joint coding

Autor: HAN Yibo, DONG Lihong, YE Ou

Publikováno v: Gong-kuang zidonghua, Vol 50, Iss 4, Pp 84-93 (2024)

Using knowledge graph technology for data management can achieve effective representation of fully mechanized coal mining equipment. The information with deep mining value can be obtained. The imbalanced data of fully mechanized coal mining equipment

Externí odkaz: https://doaj.org/article/7b92d7d1f39a47f39e9fa7053a423c41

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Akademický článek

Exploration of the shared pathways and common biomarker in adamantinomatous craniopharyngioma and type 2 diabetes using integrated bioinformatics analysis.

Autor: Han, Yibo¹ (AUTHOR) D22103@hama-med.ac.jp, Wang, Yong² (AUTHOR), Li, Shuo¹ (AUTHOR), Sato, Kohji¹ (AUTHOR), Yamagishi, Satoru^1,3 (AUTHOR) D22103@hama-med.ac.jp

Publikováno v: PLoS ONE. 6/7/2024, Vol. 19 Issue 6, p1-21. 21p.

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