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Title:

Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency

Document type:
Konferenzbeitrag
Author(s):
Gräfe, Ralf; Sha, Qutub Syed; Geissler, Florian; Paulitsch, Michael
Keywords:
Couplings; Analytical models; Software architecture; Source coding; Artificial neural networks; Fault location; Hardware; Machine Learning; Neural Networks; fault injection; PyTorch; PyTorchfi; silent data error
Book / Congress title:
2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)
Year:
2023
Pages:
56-62
Fulltext / DOI:
doi:10.1109/DSN-S58398.2023.00025
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