2 papers
cs.LG2025
Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems
Marcel Aach, Rakesh Sarma, Helmut Neukirchen +2
On High-Performance Computing (HPC) systems, several hyperparameter configurations can be evaluated in parallel to speed up the Hyperparameter Optimization (HPO) process. State-of-…
cs.DC2025
Optimizing edge AI models on HPC systems with the edge in the loop
Marcel Aach, Cyril Blanc, Andreas Lintermann +1
Artificial intelligence and machine learning models deployed on edge devices, e.g., for quality control in Additive Manufacturing (AM), are frequently small in size. Such models us…