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A Novel Mixed-Precision Quantization Approach for CNNs

Model size and inference speed have brought about major challenges for the deployment of Convolutional Neural Networks (CNNs) in many applications. An effective approach to address this issue is model quantization, which achieves network compression and inference speedup by reducing the parameters b...

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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Dan Wu, Yanzhi Wang, Yuqi Fei, Guowang Gao
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: IEEE 2025-01-01
Saila:IEEE Access
Gaiak:
Sarrera elektronikoa:https://ieeexplore.ieee.org/document/10929039/
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