OmniOpt-Generator

Based on HyperOptBergstra, 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:
Slurm-Options
Project name:
Partition:
Enable GPU?
Number of workers:
Mem. (MB)/Worker:
Computing time (h):
config.ini-Options
Max evals:
Search type:
Objective program:
($x_0) for zero'th command line parameter, ($x_1) for first, ...
Num. parameters:

Installer

Execute this command on your Taurus-Shell to run this optimization:

Sbatch command


						

Config file