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LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update

Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Brian Zimmer, Mustafa Fayez Ali, Ming-Yu Liu 0001, Brucek Khailany, William J. Dally, Anima Anandkumar. LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update. IEEE Transactions on Computers, 71(12):3179-3190, 2022. [doi]

Authors

Jiawei Zhao

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Steve Dai

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Rangharajan Venkatesan

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Brian Zimmer

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Mustafa Fayez Ali

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Ming-Yu Liu 0001

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Brucek Khailany

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William J. Dally

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Anima Anandkumar

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