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Green coding: reduce your carbon footprint

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These are the collaborative notes for the mini-symposium on green coding, being held online on July 5, 2022. Here you will find the slides of the presenters, background on the answers to the quiz questions and further resources.

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Please, add any suggestions such as additional resources. Select a piece of text and a comment box will appear on the right. We will incorporate comments to the text.

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Important links

This notes document: https://hackmd.io/@nwo-i-dcc/green-coding/edit

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Schedule

Start time
15:00 welcome
15:05 talk 1: Amine Saboni/Benoît Courty - Measure carbon emissions of ML projects, in python
15:25 intermezzo
15:35 talk 2: Julita Corbalan - Understanding your application for an energy-efficient science
15:55 wrap-up

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About NWO-I DCC

NWO-I Digital Competence Center supports researchers of the NWO institutes with advise and training on open and reproducible data and software management. The NWO institutes take a special place in the Dutch scientific landschape, as scientific innovators, links to large-scale international research and as maintainers and drivers of large infrastructures and datasets.

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More information and contact

Other institutions

Are you not working for one of the NWO Institutes, but you would like find more information on the digital compentence center at your own (Dutch) institution? Find lists of websites and email addresses here.

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Slides by Amine Saboni & Benoît Courty

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Slides by Julita Corbalan

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Quiz questions and answers

Sources

  • These 2 tasks require roughly the same amount of energy. How much energy do the require?
    Adaptation of a slide by Sagar Dolas (SURF), presented at the webinar Digital and Green Transition: challenges and opportunities.

  • Are CPUs greener than GPUs?
    M. Pi Puig, L.C. DeGiusti and M. Naiouf. Are GPUs non-green computing devices? Journal of Computer Science and Technology, volume 18, pages 153–159, (2018). https://doi.org/10.24215/16666038.18.e17

  • Is it always greener to retrieve the outcome of calculations from memory than to recalculate them?
    J. Shalf. The future of computing beyond Moore's law. Philosophical Transactions of the Royal Society A, 378 (2020). https://doi.org/10.1098/rsta.2019.0061

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Feedback questionnaire

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Links to various applications

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