2 papers
cs.DC2021
Is Disaggregation possible for HPC Cognitive Simulation?
Michael R Wyatt, Valen Yamamoto, Zoe Tosi +2
Cognitive simulation (CogSim) is an important and emerging workflow for HPC scientific exploration and scientific machine learning (SciML). One challenging workload for CogSim is t…
cs.LG2021
PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search
Ariel Keller Rorabaugh, Silvina Caíno-Lores, Michael R. Wyatt +2
Neural network (NN) models are increasingly used in scientific simulations, AI, and other high performance computing (HPC) fields to extract knowledge from datasets. Each dataset r…