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@ISE-Sustainable-AI

Sustainable AI Reserach at ISE

Sustainable AI Reserach at ISE

Wellcome to the Sustainable AI Reserach reposetory of the ISE chair of TU Berlin. Climate change and the associated obligation to save resources is one of the most pressing issues of our time and must also apply to how we develop and deploy software, including deep learning models. Within this project we explore how to measure and address sustainability qualites in the development of deep learning models. For instance, we look into hyperparameter optimization (HPO), a necessary and very energy and resource-intensive part of the creation of these deep learning models, as it involves the search and repeated taring of deep learning models.

For more infomration on the projects check out the project webpage. https://ise-sustainable-ai.github.io/

Popular repositories Loading

  1. basht basht Public

    This repository supplies a job to benchmark hyperparameter tuning.

    Python 2

  2. scaphandre scaphandre Public

    Forked from hubblo-org/scaphandre

    ⚡ Energy consumption metrology agent. Let "scaph" dive and bring back the metrics that will help you make your systems and applications more sustainable !

    Rust

  3. ISE-Sustainable-AI.github.io ISE-Sustainable-AI.github.io Public

    Project Website

    HTML

  4. .github .github Public

    Documentation for this org

Repositories

Showing 4 of 4 repositories
  • basht Public

    This repository supplies a job to benchmark hyperparameter tuning.

    ISE-Sustainable-AI/basht’s past year of commit activity
    Python 0 2 19 (1 issue needs help) 3 Updated Jul 17, 2023
  • ISE-Sustainable-AI.github.io Public

    Project Website

    ISE-Sustainable-AI/ISE-Sustainable-AI.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Sep 2, 2022
  • .github Public

    Documentation for this org

    ISE-Sustainable-AI/.github’s past year of commit activity
    0 0 0 0 Updated Sep 2, 2022
  • scaphandre Public Forked from hubblo-org/scaphandre

    ⚡ Energy consumption metrology agent. Let "scaph" dive and bring back the metrics that will help you make your systems and applications more sustainable !

    ISE-Sustainable-AI/scaphandre’s past year of commit activity
    Rust 0 Apache-2.0 111 0 0 Updated Aug 19, 2022

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