Resource characterisation of personal-scale sensing models on edge accelerators

Resource characterisation of personal-scale sensing models on edge accelerators

Edge accelerator is a class of brand-new purpose-built System On a Chip (SoC) for running deep learning models efficiently on edge devices. These accelerators offer various benefits such as ultra-low latency, sensitive data protection, and high availability due to their locality and are opening up i...

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Bibliographic Details
Main Authors: ANTONINI, Mattia, VU, Tran Huy, MIN, Chulhong, MONTANARI, Alessandro, MATHUR, Akhil, KAWSAR, Fahim
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
Subjects:
resource characterisation
edge accelerators
sensing models
Artificial Intelligence and Robotics
Online Access:https://ink.library.smu.edu.sg/studentpub/13
https://ink.library.smu.edu.sg/context/studentpub/article/1012/viewcontent/3363347.3363363.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/studentpub/13
https://ink.library.smu.edu.sg/context/studentpub/article/1012/viewcontent/3363347.3363363.pdf

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