Title:
AI MODEL DEPLOYMENT METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND COMPUTER-READABLE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/206097
Kind Code:
A1
Abstract:
The embodiments of the present application mainly relate to the field of artificial intelligence (AI), and in particular to an AI model deployment method and apparatus, and an electronic device and a computer-readable medium. The method comprises: parsing an AI model file into a graph, wherein the graph is composed of nodes; performing first-time grouping on the nodes in the graph, so that each sub-graph among a plurality of sub-graphs obtained by means of grouping meets a hardware configuration condition for an edge device; performing simulation running on the graph, which includes first-time grouping information; and when a hardware configuration condition required for simulation running is less than or equal to the hardware configuration condition for the edge device, deploying the graph, which includes the first-time grouping information, to the edge device, and the edge device sequentially executing each sub-graph among the plurality of sub-graphs.
Inventors:
WANG HAIFENG (CN)
ZHANG HONGYANG (CN)
ZHANG HONGYANG (CN)
Application Number:
PCT/CN2022/089379
Publication Date:
November 02, 2023
Filing Date:
April 26, 2022
Export Citation:
Assignee:
SIEMENS AG (DE)
SIEMENS LTD CHINA (CN)
SIEMENS LTD CHINA (CN)
International Classes:
G06N20/00
Foreign References:
| US20210390460A1 | 2021-12-16 | |||
| US20210382754A1 | 2021-12-09 | |||
| CN113849314A | 2021-12-28 | |||
| CN111240209A | 2020-06-05 | |||
| CN109614238A | 2019-04-12 |
Attorney, Agent or Firm:
KANGXIN PARTNERS, P.C. (CN)
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