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MW-DLA:a dynamic bit width deep learning accelerator

Li Zhen Zhi Tian Liu Enhe Liu Shaoli Chen Tianshi

高技术通讯(英文版)2020,Vol.26Issue(2):145-151,7.
高技术通讯(英文版)2020,Vol.26Issue(2):145-151,7.DOI:10.3772/j.issn.1006-6748.2020.02.003

MW-DLA:a dynamic bit width deep learning accelerator

MW-DLA:a dynamic bit width deep learning accelerator

Li Zhen 1Zhi Tian 2Liu Enhe 1Liu Shaoli 3Chen Tianshi1

作者信息

  • 1. Intelligent Processor Research Center,Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100190,P.R.China
  • 2. University of Chinese Academy of Sciences,Beijing 100049,P.R.China
  • 3. Cambricon Technologies Corporation Limited,Beijing 100191,P.R.China
  • 折叠

摘要

关键词

deep learning accelerator ( DLA )/per-layer representation/multiple-precision arithmetic unit

Key words

deep learning accelerator ( DLA )/per-layer representation/multiple-precision arithmetic unit

引用本文复制引用

Li Zhen,Zhi Tian,Liu Enhe,Liu Shaoli,Chen Tianshi..MW-DLA:a dynamic bit width deep learning accelerator[J].高技术通讯(英文版),2020,26(2):145-151,7.

基金项目

Supported by the National Key Research and Development Program of China(No.2017YFA0700900,2017YFA0700902,2017YFA0700901,2017YFB1003101),the National Natural Science Foundation of China( No.61472396,61432016,61473275,61522211,61532016,61521092,61502446,61672491,61602441,61602446,61732002,61702478,61732020),Beijing Natural Science Foundation(No.JQ18013),the National Basic Research Program of China(No.2015CB358800),National Science and Technology Major Project(No.2018ZX01031102),the Transformation and Transfer of Scientific and Technological Achievements of Chinese Academy of Sciences(No.KFJ-HGZX-013)and Strategic Priority Research Program of Chinese Academy of Science(No.XDB32050200). (No.2017YFA0700900,2017YFA0700902,2017YFA0700901,2017YFB1003101)

高技术通讯(英文版)

OAEI

1006-6748

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