Calculation resource scheduling method and device, electronic equipment and storage medium
A technology of computing resources and scheduling methods, applied in computing, resource allocation, multi-programming devices, etc., can solve problems such as low resource utilization, low application operation efficiency, and poor flexibility, so as to improve utilization, increase hardware revenue, The effect of high flexibility
Pending Publication Date: 2020-11-20
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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Problems solved by technology
In related technologies, when scheduling computing resources for artificial intelligence applications, most of them select optimal computing resources according to the overall requirements of computing resources for artificial intelligence applications, and deploy artificial intelligence applications on the optimal computing resources. This method has the advantages of Disadvantages such as low application operating efficiency, low resource utilization, and poor flexibility
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[0019] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
[0020] figure 1 is a schematic flowchart of a method for scheduling computing resources according to the first embodiment of the present application.
[0021] Such as figure 1 As shown, the computing resource scheduling method in the first embodiment of the present application includes:
[0022] S101. Acquire multiple algorithm models in the application program to...
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The invention discloses a computing resource scheduling method and device, electronic equipment and a storage medium, and relates to the technical field of resource scheduling, artificial intelligenceand deep learning. The specific implementation scheme is as follows: obtaining a plurality of algorithm models in a to-be-scheduled application program and logic relationships among the plurality ofalgorithm models; acquiring characteristics of the algorithm model; determining data traffic between two adjacent algorithm models according to a logic relationship between the two adjacent algorithmmodels; obtaining indexes of a plurality of computing resources in the computing resource pool; selecting computing resources matched with the algorithm models from the plurality of computing resources according to the characteristics of the algorithm models, the data traffic between two adjacent algorithm models and the indexes of the computing resources, and determining the computing resources as target computing resources; and deploying the algorithm model to the matched target computing resources. According to the scheduling method, the computing resources can be automatically selected, the operation efficiency of the artificial intelligence application program and the utilization rate of the computing resources are improved, and the hardware income can also be improved.
Description
technical field [0001] The present application relates to resource scheduling in the field of computer technology, artificial intelligence, and deep learning technology, and in particular to a computing resource scheduling method, device, electronic equipment, and storage medium. Background technique [0002] At present, artificial intelligence technology is developing rapidly and has been widely used. In related technologies, when scheduling computing resources for artificial intelligence applications, most of them select optimal computing resources according to the overall requirements of computing resources for artificial intelligence applications, and deploy artificial intelligence applications on the optimal computing resources. This method has the advantages of Applications have disadvantages such as low operating efficiency, low resource utilization, and poor flexibility. Contents of the invention [0003] Provided are a computing resource scheduling method, device...
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IPC IPC(8): G06F9/50G06K9/00
CPCG06F9/5016G06V40/16Y02D10/00
Inventor 俞颖熙
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD