UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks
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DOI: 10.1109/tnsm.2024.3479076
Abstract: Deep Neural Networks (DNNs) have demonstrated exceptional performance in diverse tasks. However, deploying DNNs on resource-constrained devices presents challenges due to energy consumption and delay overheads. To mitigate these issues, early-exit DNNs (EE-DNNs) incorporate exit… read more here.
Keywords: image classification; multi armed; ucbee multi; exit ... See more keywords