Compute Trends Across Three Eras Of Machine Learning

This repository contains the code for our analysis of the compute trends and the resulting figures of our paper Compute Trends Across Three Eras Of Machine Learning (arXiv:2202.05924).

You can find our database here.

Cite as

@misc{sevilla2022compute,
      title={Compute Trends Across Three Eras of Machine Learning}, 
      author={Jaime Sevilla and Lennart Heim and Anson Ho and Tamay Besiroglu and Marius Hobbhahn and Pablo Villalobos},
      year={2022},
      eprint={2202.05924},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}