Mixed precision quantization based on information entropy

Abstract Mixed precision quantization represents a sophisticated technique that markedly diminishes a system’s computational and memory demands by reducing the bit width of the model. However, in practical applications, an improper allocation strategy can fail to leverage the advantages of quantizat...

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Bibliographic Details
Main Authors: Ting Qin, Zhao Li, Jiaqi Zhao, Yuting Yan, Yafei Du
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-91684-8
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