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Akademický článek

Comprehensive chemical profiling of two Dendrobium species and identification of anti-hepatoma active constituents from Dendrobium chrysotoxum by network pharmacology

Autor: Xia Jie, Yin Feng, Fang Jiahao, Lou Ganggui, Yu Jiani, Xu Zhongyu, Yuan Yuan, Zhang Tinggang, Zhang Xiaodan, Liang Zongsuo

Publikováno v: BMC Complementary Medicine and Therapies, Vol 23, Iss 1, Pp 1-11 (2023)

Abstract Background Dendrobium nobile and Dendrobium chrysotoxum are important species of the genus Dendrobium and have great economic and medicinal value. However, the medicinal properties of these two plants remain poorly understood. This study aim

Externí odkaz: https://doaj.org/article/d6ecd5b34b5a48468e815fcf28a66188

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SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling

Autor: Wang, Huizheng, Fang, Jiahao, Tang, Xinru, Yue, Zhiheng, Li, Jinxi, Qin, Yubin, Guan, Sihan, Yang, Qize, Wang, Yang, Li, Chao, Hu, Yang, Yin, Shouyi

Benefiting from the self-attention mechanism, Transformer models have attained impressive contextual comprehension capabilities for lengthy texts. The requirements of high-throughput inference arise as the large language models (LLMs) become increasi

Externí odkaz: http://arxiv.org/abs/2407.10416

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PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training

Autor: Fang, Jiahao, Wang, Huizheng, Yang, Qize, Kong, Dehao, Dai, Xu, Deng, Jinyi, Hu, Yang, Yin, Shouyi

Deep learning (DL) models are piquing high interest and scaling at an unprecedented rate. To this end, a handful of tiled accelerators have been proposed to support such large-scale training tasks. However, these accelerators often incorporate numero

Externí odkaz: http://arxiv.org/abs/2406.03868

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Wafer-scale Computing: Advancements, Challenges, and Future Perspectives

Autor: Hu, Yang, Lin, Xinhan, Wang, Huizheng, He, Zhen, Yu, Xingmao, Zhang, Jiahao, Yang, Qize, Xu, Zheng, Guan, Sihan, Fang, Jiahao, Shang, Haoran, Tang, Xinru, Dai, Xu, Wei, Shaojun, Yin, Shouyi

Nowadays, artificial intelligence (AI) technology with large models plays an increasingly important role in both academia and industry. It also brings a rapidly increasing demand for the computing power of the hardware. As the computing demand for AI

Externí odkaz: http://arxiv.org/abs/2310.09568

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