LearningPortableRepresentationsforHigh-LevelPlanningStevenJames1BenjaminRosman1GeorgeKonidaris2AbstractOneapproachistobuildastateabstractionoftheenviron-mentthatsupportsplanning.Suchrepresentations...
Ithemal:Accurate,PortableandFastBasicBlockThroughputEstimationusingDeepNeuralNetworksCharithMendis1AlexRenda1SamanAmarasinghe1MichaelCarbin1Abstractallocationandinstructionscheduling(Lozanoetal.,20...
BeyondFilters:CompactFeatureMapforPortableDeepModelYunheWang1ChangXu2ChaoXu1DachengTao2Abstractsignificantredundancyinmostofexistingconvolutionalneuralnetworks.Forinstance,theResNet-50(Heetal.,Conv...