SQUID: Squeezing Deep Neural Networks for Multi-Bit Upset Tolerance

Author

Taewon Park

• Email: [email protected]

Dongwhee Kim

• Google Scholar
• ORCiD
• LinkedIn

Paper title: [ACCESS'23] SQUID: Squeezing Deep Neural Networks for Multi-Bit Upset Tolerance

Paper URL: (to be updated later)

Environmental Setup

• $ conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.4 -c pytorch -c nvidia -c conda-forge

Scripts

• run_recovery_6.sh

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• run_sbu_dbu_experiment.sh

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• run_wn.sh

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