Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads
René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan M. Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus
Topics & Concepts
Computer scienceEnergy consumptionWorkflowInferenceDistributed computingArtificial intelligenceEfficient energy useEnergy (signal processing)Deep learningSymmetric multiprocessor systemComputer engineeringMachine learningDatabaseMathematicsEcologyElectrical engineeringBiologyEngineeringStatisticsAdvanced Neural Network ApplicationsParallel Computing and Optimization TechniquesExplainable Artificial Intelligence (XAI)