A novel quantization method combined with knowledge distillation for deep neural networks
A novel quantization method combined with knowledge distillation for deep neural networks
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Publisher
Bristol: IOP Publishing
Journal title
Language
English
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Publication information
Publisher
Bristol: IOP Publishing
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Scope and Contents
Contents
The massive parameters and intensive computations in neural networks always limit the deployment on embedded devices with poor storage and computing power. To solve this problem, a novel quantization algorithm combined with Knowledge Distillation (KD) is proposed to reduce the model size and speed up the inference of deep models. The proposed metho...
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Full title
A novel quantization method combined with knowledge distillation for deep neural networks
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_proquest_journals_2557518892
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2557518892
Other Identifiers
ISSN
1742-6588
E-ISSN
1742-6596
DOI
10.1088/1742-6596/1976/1/012026
