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@D4De

Design 4 Dependability

Repository of the resarch team on Dependable Computing Systems at Politecnico di Milano - Department of Electronics, Information and Bioengineering

Design 4 Dependability

Welcome to the github repository of the Design for Dependability group at Politecnico di Milano.

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  1. caliper caliper Public

    A software framework for the reliability lifetime evaluation of multicore architectures

    C++ 4 1

  2. classes classes Public

    CLASSES (Cross-Layer AnalysiS framework for Soft-Errors effectS in CNNs), a novel cross-layer framework for an early, accurate and fast reliability analysis of CNNs accelerated onto GPUs when affec…

    Python 3 1

  3. caliper-gpu caliper-gpu Public

    An OpenSource framework to compute MTTF (Mean Time To Failure) of a multicore homogeneous grid of cores (MultiCore CPU).

    Jupyter Notebook 2 1

  4. cnn-error-classifier cnn-error-classifier Public

    Error classifier tool

    Jupyter Notebook

  5. dl_resilience_survey dl_resilience_survey Public

    Repository containing the spreadsheet file with all the raw data analyzed for the survey on deep learning resilience submitted to ACM CSUR.

  6. classes-pytorch classes-pytorch Public

    CLASSES reliability analysis framework for PyTorch.

    Python

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