使用CEVA的并行处理框架将AI和视觉应用程序高效映射到多核AI处理器上

Efficiently Map AI and Vision Applications onto Multi-Core AI Processors Using CEVA’s Parallel Processing FrameworkRami DruckerSW ArchitectCEVAExecutive Summary•Next generation AI and CV applications require higher than ever computing power.•Edge devices use multi-core processors to deliver high performance.•However, developers must efficiently map their applications onto the multiple cores, which can be difficult.•CEVA has introduced the Architecture Planner tool as a new element of CDNN, CEVA’s comprehensive AI SDK.•In this talk, we’ll show how the Architecture Planner tool analyzes the network model and maps the workload onto the multiple cores in an efficient manner.•We’ll explain key techniques used by the Tool, including symmetrical and asymmetrical multi-processing paradigms.2NeuPro-M –A Family of AI ProcessorsA Full System SolutionNeuPro-M AI CoreNeuPro-M Common SubsystemMultiEnginerData & Weights CompressionAXIMatrixHostInterfaceRealtimeInterfaceFunctionalSafetySecurity logi