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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

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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 2

  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

Repositories

Showing 9 of 9 repositories
  • runtime_controller Public

    Repository containing the basic structure of the runtime resource management controller

    D4De/runtime_controller’s past year of commit activity
    AGS Script 0 GPL-3.0 0 0 0 Updated Sep 24, 2024
  • 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.

    D4De/dl_resilience_survey’s past year of commit activity
    0 0 0 0 Updated Sep 4, 2024
  • nobuco Public Forked from AlexanderLutsenko/nobuco

    Pytorch to Keras/Tensorflow/TFLite conversion made intuitive

    D4De/nobuco’s past year of commit activity
    Python 0 MIT 16 0 0 Updated Jul 3, 2024
  • keras_weight_injector Public

    Fault Injector for Keras model weights

    D4De/keras_weight_injector’s past year of commit activity
    Python 0 1 0 0 Updated Jun 25, 2024
  • classes-pytorch Public

    CLASSES reliability analysis framework for PyTorch.

    D4De/classes-pytorch’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Jun 18, 2024
  • 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 affected by SEUs.

    D4De/classes’s past year of commit activity
    Python 3 GPL-3.0 2 0 0 Updated Jun 5, 2024
  • cnn-error-classifier Public

    Error classifier tool

    D4De/cnn-error-classifier’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 5, 2024
  • caliper-gpu Public

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

    D4De/caliper-gpu’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Mar 7, 2023
  • caliper Public

    A software framework for the reliability lifetime evaluation of multicore architectures

    D4De/caliper’s past year of commit activity
    C++ 4 GPL-3.0 1 0 0 Updated Mar 7, 2023

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