Combining Task- and Data-Level Parallelism for High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs
Svetlana Minakova, Erqian Tang, Todor Stefanov
Topics & Concepts
Computer scienceMPSoCPipeline (software)Data parallelismParallel computingTask (project management)ThroughputTask parallelismInferenceConvolutional neural networkComputer architectureEmbedded systemParallelism (grammar)System on a chipArtificial intelligenceProgramming languageManagementWirelessTelecommunicationsEconomicsAdvanced Neural Network ApplicationsCCD and CMOS Imaging SensorsAdvanced Memory and Neural Computing