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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yi Xiong

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#edge computing Nov 2026

MP3: Mixed-Precision Pipeline Parallelism Framework for Heterogeneous Edge Devices

Owing to the inherent advantages of edge computing in latency, privacy, and always-on availability, deep neural network (DNN) tasks are progressively shifting to edge devices. However, limited edge resources pose significant challenges for deploying large DNNs. Pipeline parallelism (PP) and post-training quantization (...

Yi Xiong, Wei-Hong Liu, Bo-Yu Li et al. · 1 citation

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