ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference

Author:

Gong Jing1ORCID,Saadat Hassaan2ORCID,Gamaarachchi Hasindu1ORCID,Javaid Haris3,Hu Xiaobo Sharon4ORCID,Parameswaran Sri5

Affiliation:

1. School of Computer Science and Engineering, UNSW Sydney, Sydney, NSW, Australia

2. School of Electrical Engineering and Telecommunications, UNSW Sydney, Sydney, NSW, Australia

3. Adaptive, Embedded and AI Group, AMD, Singapore, Singapore

4. Xiaobo Sharon Hu with the Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA

5. School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia

Funder

School of Computer Science and Engineering, UNSW Sydney, Tuition Fee Scholarship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Reference36 articles.

1. Attention is all you need;vaswani;Proc 31st Int Conf Neural Inf Process Syst,2017

2. Deep Residual Learning for Image Recognition

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automated Generation and Evaluation of Application-Oriented Approximate Arithmetic Circuits;Design and Applications of Emerging Computer Systems;2023-08-17

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