QEBVerif: Quantization error bound verification of neural networks
To alleviate the practical constraints for deploying deep neural networks (DNNs) on edge devices, quantization is widely regarded as one promising technique. It reduces the resource requirements for computational power and storage space by quantizing the weights and/or activation tensors of a DNN in...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/8119 https://ink.library.smu.edu.sg/context/sis_research/article/9122/viewcontent/Computer_Aided_Verification.pdf |
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| Institution: | Singapore Management University |
| Language: | English |