Dataset on NVIDIA workstation graphics cards from 2013 to 2024 and their estimated environmental impact
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This dataset was currated for and is described in the paper: "The Rising Unsustainability of AI Graphics Cards Production" presented at the 12th Workshop on Computing within Limits. The code.zip archive contains all the code necessary to produce the dataset and experiments presented in the paper. This dataset contains information on all NVIDIA graphics cards workstations released between 2013 and 2024 included, and is based on information from: TechPowerUp GPU database (from whom we obtained permission to re-use and share the data for this research), Wikipedia list of NVIDIA graphics cards, and, NVIDIA datasheets. The last two columns (*Production GWP* and *Production ADP*) contain estimated graphics card production impact using an updated version of the MLCA tool : Clément Morand, Anne-Laure Ligozat, Aurélie Névéol. MLCA: a tool for Machine Learning Life Cycle Assessment. 2024 10th International Conference on ICT for Sustainability (ICT4S), Jun 2024, Stockholm, Sweden. pp.227-238, ⟨10.1109/ICT4S64576.2024.00031⟩. ⟨hal-04643414⟩



