Certified quantization strategy synthesis for neural networks
Quantization plays an important role in deploying neural networks on embedded, real-time systems with limited computing and storage resources (e.g., edge devices). It significantly reduces the model storage cost and improves inference efficiency by using fewer bits to represent the parameters. Howev...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/9325 https://ink.library.smu.edu.sg/context/sis_research/article/10325/viewcontent/978_3_031_71162_6_18_pvoa_cc_by.pdf |
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| Institution: | Singapore Management University |
| Language: | English |