Mixed precision quantization based on information entropy
Mixed precision quantization based on information entropy
About this item
Full title
Author / Creator
Qin, Ting , Li, Zhao , Zhao, Jiaqi , Yan, Yuting and Du, Yafei
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
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 quantization and lead to wasted computational resources and degraded...
Alternative Titles
Full title
Mixed precision quantization based on information entropy
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_4fabde50a6b743d8af8e412bb2f072ed
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4fabde50a6b743d8af8e412bb2f072ed
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-025-91684-8
