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CodeCarbon.io

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CodeCarbon is a lightweight software package that seamlessly integrates into your Python codebase. It estimates the amount of carbon dioxide (CO2) produced ... TrackandreduceCO2emissionsfromyourcomputing AIcanbenefitsocietyinmanywaysbut,giventhe energyneededtosupportthecomputingbehindAI,these benefitscancomeatahighenvironmentalprice. CodeCarbonisalightweightsoftwarepackagethat seamlesslyintegratesintoyourPythoncodebase.It estimatestheamountofcarbondioxide(CO2)producedby thecloudorpersonalcomputingresourcesusedto executethecode. Itthenshowsdevelopershowtheycanlessenemissions byoptimizingtheircodeorbyhostingtheircloud infrastructureingeographicalregionsthatuse renewableenergysources Whatitis Alightweightandeasy-to-usePythonpippackage Emissionstrackedbasedonyourpower consumption&location-dependentcarbon intensity Effectivevisualizationofoutputsinan integrateddashboard Open-source,free,anddrivenbythecommunity Callingout:ReadmoreonMedium COMPUTINGEMITSCO2.WESTARTEDMEASURINGHOW MUCH. Asingledatacentercanconsumelargeamountsof energytoruncomputingcode.Aninnovativenew trackingtoolisdesignedtomeasuretheclimate impactofartificialintelligence. KadanLottick,SilviaSusai,SorelleFriedler, andJonathanWilson.EnergyUsageReports: Environmentalawarenessaspartofalgorithmic accountability.NeurIPSWorkshoponTackling ClimateChangewithMachineLearning,2019. https://arxiv.org/abs/1911.08354 ➜ Howitworks Downloadthepackage ➜ Readthedocumentation ➜ Embedinyourcodewithjustafewlinesofcode RunyourcodeandletCodeCarbontrackyour emission Visualizetheoutputincleardashboards Dashboard Visualizingtheoutputs&insights Emissionsforindividualcoderepositoriesbasedon infrastructureandpowerconsumption. Exemplaryequivalentstoputemissionsincontext. Recommendscomputeregionswithlowercarbon intensityformajorcloudproviders–AWS,Azure, andGCP. Callforaction UseCodeCarbon,Contributetoitsdevelopment,and spreadtheword! Welookforwardtodevelopersandresearchersusingthe toolandsharingtheirfeedback WelookforwardtodeveloperscontributingtoCodeCarbon development Wealsoencourageyoutospreadthewordabout CodeCarbonamongyourcolleaguesandpeersin conferences,onsocialmediaplatforms,anddeveloper forums CodeCarbonismaintainedbythesecontributor HereistheteamthatbuiltCodeCarbon.Joinusandhelp improveCodeCarbon! CodeCarbonwasdevelopedbyfourpartnerorganizationsand ismadefreelyavailabletothecommunity. SashaLuccioni Postdoctoralresearcher AIforHumanity VictorSchmidt PhDStudent TristanMallet Partner, DataScience KamalGoyal SeniorAI SoftwareEngineer AditiyaJoshi AISoftwareEngineer SorelleFriedler AssociateProfessor, ComputerScience JonathanWilson AssociateProfessor, EnvironmentalStudies ZiyaoWang Haverfordclassof2022 NicolasLaskaris DataScientist BorisFled SeniorSoftwareEngineer DouglasBank HeadofResearch Poweredby CLEVERCLOUD CleverCloudisanITAutomationplatform.Theymanageall theopsworkwhileyoufocusonyourbusinessvalue. CleverCloudissupportingtheprojectbyprovidingusfreehostingfortheCodeCarbonAPI.

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