Accuracy vs. Efficiency

Author:

Jiang Weiwen1,Zhang Xinyi2,Sha Edwin H.-M.3,Yang Lei4,Zhuge Qingfeng3,Shi Yiyu5,Hu Jingtong2

Affiliation:

1. East China Normal University, University of Pittsburgh and Chongqing University

2. University of Pittsburgh

3. East China Normal University

4. Chongqing University and University of California, Irvine

5. University of Notre Dame

Funder

National Science Foundation

China Scholarship Council

National Natural Science Foundation of China

Publisher

ACM

Reference17 articles.

1. Bowen Baker etal 2016. Designing neural network architectures using reinforcement learning. arXiv preprint arXiv:1611.02167 (2016). Bowen Baker et al. 2016. Designing neural network architectures using reinforcement learning. arXiv preprint arXiv:1611.02167 (2016).

2. Serving DNNs in Real Time at Datacenter Scale with Project Brainwave

3. A Configurable Cloud-Scale DNN Processor for Real-Time AI

4. Weiwen Jiang etal 2018. Heterogeneous FPGA-based Cost-Optimal Design for Timing-Constrained CNNs. IEEE TCAD (2018). Weiwen Jiang et al. 2018. Heterogeneous FPGA-based Cost-Optimal Design for Timing-Constrained CNNs. IEEE TCAD (2018).

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