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06/22/2023
MultiTASC: A Multi-Tenancy-Aware Scheduler for Cascaded DNN Inference at the Consumer Edge
Cascade systems comprise a two-model sequence, with a lightweight model ...
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06/20/2023
Exploring the Performance and Efficiency of Transformer Models for NLP on Mobile Devices
Deep learning (DL) is characterised by its dynamic nature, with new deep...
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06/21/2021
How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures
The unprecedented performance of deep neural networks (DNNs) has led to ...
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06/08/2021
OODIn: An Optimised On-Device Inference Framework for Heterogeneous Mobile Devices
Radical progress in the field of deep learning (DL) has led to unprecede...
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11/01/2018
