A layer-wise frequency scaling for a neural processing unit

A layer-wise frequency scaling for a neural processing unit

Dynamic voltage frequency scaling (DVFS) has been widely adopted for runtime power management of various processing units. In the case of neural processing units (NPUs), power management of neural network applications is required to adjust the frequency and voltage every layer to consider the power...

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Bibliographic Details
Main Authors: Jaehoon Chung, HyunMi Kim, Kyoungseon Shin, Chun-Gi Lyuh, Yong Cheol Peter Cho, Jinho Han, Youngsu Kwon, Young-Ho Gong, Sung Woo Chung
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2022-10-01
Series:ETRI Journal
Subjects:
dynamic frequency scaling
neural processing unit
power model
Online Access:https://doi.org/10.4218/etrij.2022-0094

Internet

https://doi.org/10.4218/etrij.2022-0094

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