DMS: Dynamic Model Scaling for Quality-Aware Deep Learning Inference in Mobile and Embedded Devices - Kang, Woochul; Kim, Daeyeon; Park, Junyoung (IEEE access, 2019)
Keywords: Adaptation models; Adaptive filters; Computational modeling; Control methods; Convolution; Deep learning; Dynamic models; edge devices; Electronic devices; Embedded systems; energy efficiency; feedback control; filter pruning; Inference; mobile devices; Model accuracy; model compression; Pruning; QoS; Quality of service; Run time (computers); Runtime; Task analysis; Tradeoffs; Video data