DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates.

Alex Renda Yishen Chen Charith Mendis Michael Carbin

Published in: MICRO (2020)

Keyphrases

maximum likelihood
machine learning
sensitivity analysis
test bed
parameter values
parameter settings
maximum likelihood estimation
input parameters
unsupervised manner
social networks
computer vision
feature selection
case study
parameter space
parameter tuning