EvoSh: Evolutionary Search with Shaving to Enable Power-Latency Tradeoff in Deep Learning Computing on Embedded Systems

Author:

Kutukcu Basar1,Baidya Sabur2,Raghunathan Anand3,Dey Sujit1

Affiliation:

1. University of California,Department of Electrical and Computer Engineering,San Diego,CA,USA

2. University of Louisville,Department of Computer Science and Engineering,KY,USA

3. Purdue University,Department of Electrical and Computer Engineering,IN,USA

Publisher

IEEE

Reference20 articles.

1. Practical Design Space Exploration

2. Data-driven offline optimization for architecting hardware accelerators;kumar;The Tenth International Conference on Learning Representations,2022

3. AxoNN

4. Active learning for multi-objective optimization;zuluaga;Proceedings of the ICML International Conference on Machine Learning,2013

5. Efficientnet: Rethinking model scaling for convolutional neural networks;tan;Proceedings of the 36th International Conference on Machine Learning ICML 2019,2019

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