Predicting GPU Performance and System Parameter Configuration Using Machine Learning
Published in IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022
This paper uses several ML techniques to predict performance and system configurations of GPGPUs.
Recommended citation: Z. Liu, T. Exley, A. Meek, R. Yang, H. Zhao and M. V. Albert, "Predicting GPU Performance and System Parameter Configuration Using Machine Learning," 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Nicosia, Cyprus, 2022, pp. 253-258, doi: 10.1109/ISVLSI54635.2022.00056. http://academicpages.github.io/files/2022_ieee_vlsi_conf_predicting_gpgpu_performance.pdf