OmniOpt - A Tool for Hyperparameter Optimization on HPC.

Peter Winkler Norman Koch Andreas Hornig Johannes Gerritzen

Published in: ISC Workshops (2021)

Keyphrases

optimization algorithm
global optimization
optimization problems
constrained optimization
high performance computing
scientific computing
model selection
software tools
gaussian process
neural network
maximum a posteriori
gaussian processes
evolutionary algorithm
prior knowledge
optimization method