Quantifying the Carbon Emissions of Machine Learning
Paper
• 1910.09700 • Published
• 37
This isn't really a model, it's just a test repo to see if the model card creator works!
Use the code below to get started with the model.
# A nice code snippet here that describes how to use the model...
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CONTENT WARNING: Readers should be aware this section contains content that is disturbing, offensive, and can propogate historical and current stereotypes.
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See the data card for additional information.
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You can estimate carbon emissions using the Machine Learning Impact calculator presented in Lacoste et al. (2019)
@inproceedings{Mitchell_2019,
doi = {10.1145/3287560.3287596},
url = {https://doi.org/10.1145%2F3287560.3287596},
year = 2019,
month = {jan},
publisher = {{ACM}
},
author = {Margaret Mitchell and Simone Wu and Andrew Zaldivar and Parker Barnes and Lucy Vasserman and Ben Hutchinson and Elena Spitzer and Inioluwa Deborah Raji and Timnit Gebru},
title = {Model Cards for Model Reporting},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency}
}