Activities

Completed

WP IDTitleStudentResult
WP1.1.1State of the Art Latency und Power Estimation Modelle aufsetzenPublication
WP2.5.9Hyper Parameterization Optimization through a Two-Phase-SearchMarco WuschnigThesis, publication

Active

WP IDTitleStudentResult
WP1.1.2Estimator Blackthorn for Latency (NVIDIA)Martin LechnerRepository, Publication
WP1.1.3Estimator method ANETTE for Latency (Intel, ARM, Xilinx)Matthias WessRepository, Publication
WP1.1.5Estimation of Power through ANNETTEDatabase, repository
WP1.2.1NVIDIA ProfilingStephan HollyBachelor thesis, Publication, Documentation
WP1.2.2ARM ProfilingRepository, Document
WP1.2.3Xilinx ProfilingDocument
WP1.2.4Intel ProfilingDocument, thesis
WP1.3.2Inferenz an NVIDIA Hardware ermöglichenDocument, repository
WP1.3.3Inferenz an Intelgeräte ermöglichenDocument, repository
WP1.3.4Inferenz an ARM ermöglichenDocument, repository
WP1.3.5Inferenz an Xilinx ermöglichenDocument, repository
WP1.3.6Powermessungen für NCS2 und NVIDIA ermöglichenScript, guide
WP2.1.1HW unabhängige QuantizationDominik DallingerDocument
WP2.1.2NVIDIA Native QuantizationKaroline KnothDocument
WP2.1.3Intel Native QuantizationJulian WestraDocument
WP2.1.4One-shot Quantizeable Slimmable Adaptive Networks on XilinxBirgit SchreiberRepositor, Master Thesis
WP2.2.1Distiller HW unabhängiges PruningAndreas GlinsererThesis, Publication, Repository
WP2.2.2Netzoptimierung durch slimmable NetworksKaroline KnothDocument, repository
WP2.4.1Shuntconnections für MobileNetBernhard HaasPublication, Master Thesis, Repository
WP2.4.2SqueezeNas Modelle trainierenDocument, Repository
WP2.4.3Common Backbone for semantic and instance SegmentationHelmuth BreitenfellnerThesis, repository
WP2.5.1Trainingsserver EDA01 einrichtenDocument
WP2.5.2Externes Training einrichtenDocument
WP2.5.5Applikation: Traffic Light SystemJulian WestraDocument
WP2.5.6Applikation: Ragweederkennung über eine DrohneLukas SteindlDocument, Pretrained network
WP2.5.7Applikation: Minicar DemonstratorMatvey IvanovRepository, Model car, Bachelor Thesis
WP2.5.8Applikation: TFLite Netz auf einem HandyThomas KotrbaDocument, SW package

Open

WP IDTitleStudentResult
WP1.1.6Estimation of On-Chip Resources
WP1.3.1Gemeinsame Infrastruktur Hardwareschnittstelle
WP1.3.7SystemintegrationDocument, validation networks
WP2.5.3Messdatenbank für Messungen im Labor einrichten
WP2.5.4EML-Prozess automatisieren und vereinfachen