Supplementary materials for just submitted article: Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofins And Annular Groove Phase Masks
If you cannot access a cluster with slurm workload manager, I recommand you just switch all sbatch instances to bash to run scripts locally. You will certainly want to adapt a bit those scripts but everything should work out of the box.
The project.yml will give these designs for 10 epochs and the seed.
python scripts/run_surrogate.py -project project.yml -epochs 10