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Karthik Pattabiraman

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications

Apr 03, 2020
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

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* A preliminary version of this work was published in a workshop

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Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction

Mar 30, 2020
Zitao Chen, Guanpeng Li, Karthik Pattabiraman

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* 12 pages, 10 figures

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