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Lost-minimum post-training parameter quantization method for convolutional neural network

To solve the problem that that no dataset is available for model quantization in data-sensitive scenarios, a model quantization method without using data sets was proposed.Firstly, according to the parameters of batch normalized layer and the distribution characteristics of image data, the simulated...

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Bibliografiska uppgifter
Huvudupphov: Fan ZHANG, Yun HUANG, Zizhuo FANG, Wei GUO
Materialtyp: Artigo
Språk:Chinês
Utgiven: Editorial Department of Journal on Communications 2022-04-01
Serie:Tongxin xuebao
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Länkar:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2022068
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