Abstract:
A public cloud system includes a global service controller (GSC) and at least first and second service processing nodes. Each service processing node includes a node controller (vCTRL) and at least one virtual service processing unit (vSPU). The GSC receives a vSPU list sent by a vCTRL of the first service processing node. The vSPU list includes address information of a vSPU of the first service processing node. The GSC sends the address information of the vSPU of the first service processing node to a vCTRL of the second service processing node. The address information is used to indicate a vSPU of the second service processing node to select the vSPU of the first service processing node for communication.
Abstract:
This application relates to the field of artificial intelligence technologies, and discloses a machine learning model search method, a related apparatus, and a device. In the method, before model search and quantization, a plurality of single bit models are generated based on a to-be-quantized model, and evaluation parameters of layer structures in the plurality of single bit models are obtained. Further, after a candidate model selected from a candidate set is trained and tested, to obtain a target model, a quantization weight of each layer structure in the target model may be determined based on a network structure of the target model and evaluation parameters of all layer structures in the target model, a layer structure with a maximum quantization weight in the target model is quantized, and a model obtained through quantization is added to the candidate set.
Abstract:
A method for analyzing a network transmission characteristic, includes: receiving, by an intermediate network element, a service packet sent by a first service network element through the intermediate network element to a second service network element, where the service packet carries a service stream identifier, service stream information, and a control rule, where the service stream identifier is used to identify a service stream, the service stream information is used to provide a parameter that is required during transmission characteristic analysis, and the control rule is used to determine a type of the transmission characteristic analysis; and determining, by the intermediate network element, the type of the transmission characteristic analysis according to the received control rule, and performing, according to the service stream information, the transmission characteristic analysis on the service stream identified by the service stream identifier in a network application.