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cs.PF2020★ 1 cited
Energy Predictive Models for Convolutional Neural Networks on Mobile Platforms
Crefeda Faviola Rodrigues, Graham Riley, Mikel Lujan
Energy use is a key concern when deploying deep learning models on mobile and embedded platforms. Current studies develop energy predictive models based on application-level featur…
cs.PF2018
Fine-Grained Energy and Performance Profiling framework for Deep Convolutional Neural Networks
Crefeda Faviola Rodrigues, Graham Riley, Mikel Lujan
There is a huge demand for on-device execution of deep learning algorithms on mobile and embedded platforms. These devices present constraints on the application due to limited res…