DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates.

Alex Renda Yishen Chen Charith Mendis Michael Carbin

Published in: CoRR (2020)

Keyphrases

parameter tuning
maximum likelihood
parameter estimation
artificial intelligence
objective function
data structure
parameter space
maximum likelihood estimation
real time
databases
neural network
clustering algorithm
expectation maximization
sensitivity analysis
input parameters
parameter selection