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SCHEDULING METHOD, DEVICE, EQUIPMENT AND MEDIUM OF DEEP LEARNING INFERENCE ENGINE

机译:安排方法,设备,设备和深度学习推理引擎的介质

摘要

The present invention discloses a scheduling method, apparatus, device and medium of a deep learning inference engine, which relates to artificial intelligence, deep learning and chip technology. A specific implementation method includes: determining a type of a current inference task in response to a scheduling request of a current inference task derived from an application layer; calculate the total load after each inference engine has performed a current inference task of said type; compare the total load of each of the inference engines and determine a target inference engine that performs the current inference task in each of the inference engines based on the comparison resu An index of the target inference engine indicating a scheduling path of the inference engine is returned to the application layer. An embodiment of the present invention can improve system performance by distributing the reasoning engine according to the actual computing power of each reasoning engine. In addition, when the inference engine is applied to face recognition, the speed and execution efficiency of the face recognition can be improved.
机译:本发明公开了深度学习推理引擎的调度方法,装置,装置和介质,其涉及人工智能,深度学习和芯片技术。特定实现方法包括:响应于从应用层导出的当前推断任务的调度请求确定当前推断任务的类型;在每个推理引擎执行所述类型的电流推断任务之后计算总负载;比较每个推理引擎的总负载,并根据比较结果在每个推理引擎中执行当前推理任务的目标推理引擎;指示推理引擎的调度路径的目标推理引擎的索引返回到应用层。本发明的一个实施例可以通过根据每个推理发动机的实际计算功率分配推理发动机来改善系统性能。另外,当推理引擎应用于面部识别时,可以提高面部识别的速度和执行效率。

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