Utilizing the Attention Mechanism for Accuracy Prediction in Quantized Neural Networks

Quantization plays a crucial role in deploying neural network models on resource-limited hardware. However, current quantization methods have issues like the large accuracy loss and poor generalization for complex tasks. These issues pose obstacles to the practical application of deep learning and l...

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Bibliographic Details
Main Authors: Lu Wei, Zhong Ma, Chaojie Yang, Qin Yao, Wei Zheng
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Mathematics
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Online Access:https://www.mdpi.com/2227-7390/13/5/732
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