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DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration.

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Title: DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration.
Authors: Yu, Zhuoquan1, zqyu21@m.fudan.edu.cn, Ji, Huidong1, hdji21@m.fudan.edu.cn, Cao, Yue1, caoyue23@m.fudan.edu.cn, Wu, Junfu1, junfuwu23@m.fudan.edu.cn, Yan, Xiaoze1, xzyan23@m.fudan.edu.cn, Zheng, Lirong1, lrzheng@fudan.edu.cn, Zou, Zhuo1, zhuo@fudan.edu.cn
Source: DAC: Annual ACM/IEEE Design Automation Conference; 2025, Issue 62, p1-7, 7p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 193986296
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PubType: Conference
PubTypeId: conference
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  Data: DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration.
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  Data: <searchLink fieldCode="AU" term="%22Yu%2C+Zhuoquan%22">Yu, Zhuoquan</searchLink><relatesTo>1</relatesTo>, <i>zqyu21@m.fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Ji%2C+Huidong%22">Ji, Huidong</searchLink><relatesTo>1</relatesTo>, <i>hdji21@m.fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Cao%2C+Yue%22">Cao, Yue</searchLink><relatesTo>1</relatesTo>, <i>caoyue23@m.fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Wu%2C+Junfu%22">Wu, Junfu</searchLink><relatesTo>1</relatesTo>, <i>junfuwu23@m.fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Yan%2C+Xiaoze%22">Yan, Xiaoze</searchLink><relatesTo>1</relatesTo>, <i>xzyan23@m.fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zheng%2C+Lirong%22">Zheng, Lirong</searchLink><relatesTo>1</relatesTo>, <i>lrzheng@fudan.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zou%2C+Zhuo%22">Zou, Zhuo</searchLink><relatesTo>1</relatesTo>, <i>zhuo@fudan.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22DAC%3A+Annual+ACM%2FIEEE+Design+Automation+Conference%22">DAC: Annual ACM/IEEE Design Automation Conference</searchLink>; 2025, Issue 62, p1-7, 7p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193986296
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        Value: 10.1109/DAC63849.2025.11132816
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      – Code: eng
        Text: English
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      – TitleFull: DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration.
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            – D: 01
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              Text: 2025
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