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@saintslab

Saints Lab

Team of researchers at the Machine Learning Section, University of Copenhagen, working on Sustainable Artificial INTelligence for Sciences. Led by @raghavian.

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  1. carbontracker carbontracker Public

    Track and predict the energy consumption and carbon footprint of training deep learning models.

    Python 476 39

  2. EC-NAS-Bench EC-NAS-Bench Public

    Forked from PedramBakh/EC-NAS-Bench

    Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

    Python 17 2

  3. bmrs-structured-pruning bmrs-structured-pruning Public

    Code release for the paper "BMRS: Bayesian Model Reduction for Structured Pruning"

    Python 6

  4. SAINTS-Reading-Group SAINTS-Reading-Group Public

    Reading group on Sustainable Machine Learning

    5

  5. redl redl Public

    Resource Efficient Deep Learning

    Python 4

  6. i-Exact i-Exact Public

    Official repository for "Activation Compression of Graph Neural Networks using Block-wise Quantization and Improved Variance Minimization". Eliassen and Selvan. 2023

    Python 4 1

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