Designing Adaptive Neural Networks for Energy-Constrained Image Classification

no code implementations • 5 Aug 2018 • Dimitrios Stamoulis, Ting-Wu Chin, Anand Krishnan Prakash, Haocheng Fang, Sribhuvan Sajja, Mitchell Bognar, Diana Marculescu

We cast the design of adaptive CNNs as a hyper-parameter optimization problem with respect to energy, accuracy, and communication constraints imposed by the mobile device.

Bayesian Optimization Classification +2