HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching

Donghyeon Han, Dongseok Im, Gwangtae Park, YoungWoo Kim, Seokchan Song, Juhyoung Lee, Hoi-Jun Yoo. HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching. J. Solid-State Circuits, 56(9):2858-2869, 2021. [doi]

Authors

Donghyeon Han

This author has not been identified. Look up 'Donghyeon Han' in Google

Dongseok Im

This author has not been identified. Look up 'Dongseok Im' in Google

Gwangtae Park

This author has not been identified. Look up 'Gwangtae Park' in Google

YoungWoo Kim

This author has not been identified. Look up 'YoungWoo Kim' in Google

Seokchan Song

This author has not been identified. Look up 'Seokchan Song' in Google

Juhyoung Lee

This author has not been identified. Look up 'Juhyoung Lee' in Google

Hoi-Jun Yoo

This author has not been identified. Look up 'Hoi-Jun Yoo' in Google