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1 results about "Multicore cpu" patented technology

Intelligent inference framework optimization method based on real-time operating system and multi-core CPU

PendingCN122152533AResource allocationInference methodsMulticore cpuReal-time operating system
The present application relates to a kind of intelligent inference framework optimization method based on real-time operating system and multicore CPU, belong to real-time operating system field.The method of the present application includes: task splitting and core allocation: inference task is divided according to the way of tile, each core is responsible for processing the inference task of a tile;Each tile will be allocated to idle core and be processed in parallel;Real-time monitoring and dynamic adjustment: system will monitor the load condition of each core in real time, and dynamically adjust the allocation of task according to the idleness of core and the complexity of task;Through work stealing technique, if the load of a core is low, it will obtain task from other core to balance the load;Priority and task scheduling: when processing the task with higher real-time requirement, it is preferentially allocated to high-priority core.The present application effectively improves the inference efficiency and resource utilization of system.
Owner:BEIJING INST OF COMP TECH & APPL