OmniOpt-Generator

Based on HyperOpt — Bergstra, J., Yamins, D., Cox, D. D. (2013) Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures. TProc. of the 30th International Conference on Machine Learning (ICML 2013), June 2013, pp. I-115 to I-23.

What your program needs to be like:

It needs to be able to run on Taurus on your account
It needs to accept it's hyperparameters by command line parameters (for example via sys.argv)
The result needs to be printed in Stdout like RESULT: 0.123456
A lower RESULT means better

Slurm-Options
Project name:
Enable GPU?
Number of parallel workers:
Computing time in hours:
Memory per Worker (in MB):
Partition:
`config.ini`-Options
Max evals:
Search type:
Objective program string:
($x_0) for zero'th command line parameter, ($x_1) for first, ...
Number of parameters:

OmniOpt-Generator

Config file

Sbatch command