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GAISSA

Towards green AI‐based software systems: an architecture‐centric approach (GAISSA)

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  1. energy-ml-serving energy-ml-serving Public

    Energy consumption of ML inference with Runtime Engines

    Jupyter Notebook 2

  2. seaa2023_ect seaa2023_ect Public

    Jupyter Notebook

  3. ML-EnergyLabel ML-EnergyLabel Public

    A comprehensive project comprising research and a web-app, enabling carbon footprint analysis and energy label generation for ML models, fostering eco-friendly AI development.

    Jupyter Notebook

  4. ML-models-compression-for-energy-efficiency ML-models-compression-for-energy-efficiency Public

    Jupyter Notebook

  5. ML-GAISSALabel ML-GAISSALabel Public

    Python

  6. energydl energydl Public

    Python

Repositories

Showing 9 of 9 repositories
  • energy-ml-serving Public

    Energy consumption of ML inference with Runtime Engines

    GAISSA-UPC/energy-ml-serving’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Dec 23, 2024
  • GAISSA-UPC/dl-training-energy-estimation’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 5 Updated Nov 29, 2024
  • GAISSA-UPC/ML-GAISSALabel’s past year of commit activity
    Python 0 Apache-2.0 0 1 1 Updated Nov 28, 2024
  • energydl-full Public
    GAISSA-UPC/energydl-full’s past year of commit activity
    Python 0 0 0 0 Updated Aug 26, 2024
  • seaa2023_ect Public
    GAISSA-UPC/seaa2023_ect’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jun 18, 2024
  • adds-ml-serving Public

    Data extraction for Identifying architectural design decisions for achieving green ML serving

    GAISSA-UPC/adds-ml-serving’s past year of commit activity
    0 0 0 0 Updated Jan 21, 2024
  • ML-EnergyLabel Public

    A comprehensive project comprising research and a web-app, enabling carbon footprint analysis and energy label generation for ML models, fostering eco-friendly AI development.

    GAISSA-UPC/ML-EnergyLabel’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 21, 2023
  • energydl Public
    GAISSA-UPC/energydl’s past year of commit activity
    Python 0 0 0 0 Updated Sep 15, 2023
  • GAISSA-UPC/ML-models-compression-for-energy-efficiency’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 22, 2023

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