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Jul, 2024
MTL-Split:利用分布式计算的边缘设备多任务学习
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing
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Luigi Capogrosso, Enrico Fraccaroli, Samarjit Chakraborty, Franco Fummi, Marco Cristani
TL;DR
在本研究中,我们提出了一种名为MTL-Split的创新架构,以解决如何让多任务DNN在Split Computing框架内进行部署的问题,并展示了在合成和真实数据上的令人鼓舞的结果。
Abstract
split computing
(SC), where a
deep neural network
(DNN) is intelligently split with a part of it deployed on an
edge device
and the rest o
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