The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

David A. Patterson, Joseph Gonzalez 0001, Urs Hölzle, Quoc V. Le, Chen Liang, Lluis-Miquel Munguia, Daniel Rothchild, David R. So, Maud Texier, Jeff Dean. The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink. IEEE Computer, 55(7):18-28, 2022. [doi]

@article{PattersonGHLLMR22,
  title = {The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink},
  author = {David A. Patterson and Joseph Gonzalez 0001 and Urs Hölzle and Quoc V. Le and Chen Liang and Lluis-Miquel Munguia and Daniel Rothchild and David R. So and Maud Texier and Jeff Dean},
  year = {2022},
  doi = {10.1109/MC.2022.3148714},
  url = {https://doi.org/10.1109/MC.2022.3148714},
  researchr = {https://researchr.org/publication/PattersonGHLLMR22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Computer},
  volume = {55},
  number = {7},
  pages = {18-28},
}