Acceleration-aware, Retraining-free Evolutionary Pruning for Automated Fitment of Deep Learning Models on Edge Devices

Author:

Dutta Jeet1ORCID,Dey Swarnava1ORCID,Mukherjee Arijit1ORCID,Pal Arpan1ORCID

Affiliation:

1. Embedded Devices & Intelligent Systems, TCS Research, IN

Publisher

ACM

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4. Hanting Chen , Yunhe Wang , Chang Xu , Zhaohui Yang , Chuanjian Liu , Boxin Shi , Chunjing Xu , Chao Xu , and Qi Tian . 2019 . Data-Free Learning of Student Networks. In 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE Computer Society , Los Alamitos, CA, USA, 3513–3521. Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, and Qi Tian. 2019. Data-Free Learning of Student Networks. In 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE Computer Society, Los Alamitos, CA, USA, 3513–3521.

5. Yoojin Choi Mostafa El-Khamy and Jungwon Lee. 2016. Towards the Limit of Network Quantization. CoRR abs/1612.01543(2016). http://arxiv.org/abs/1612.01543 Yoojin Choi Mostafa El-Khamy and Jungwon Lee. 2016. Towards the Limit of Network Quantization. CoRR abs/1612.01543(2016). http://arxiv.org/abs/1612.01543

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