Title:
DEVELOPMENT METHOD AND APPARATUS FOR ARTIFICIAL INTELLIGENCE (AI) MODEL
Document Type and Number:
WIPO Patent Application WO/2022/126316
Kind Code:
A1
Abstract:
A development method and apparatus for an artificial intelligence (AI) model. The method comprises: splitting an AI model to obtain a plurality of split results, each split result in the plurality of split results comprising a plurality of first sub-models, each first sub-model in the plurality of first sub-models corresponding to at least one processor in M processors, M being a positive integer greater than 1, and each first sub-model being capable of running on the corresponding at least one processor, such that each split result has a running overhead for running a plurality of first sub-models (210); determining a first split result in the plurality of split results, a first running overhead of the first split result being less than a second running overhead of one or more second split results in the plurality of split results (220); and outputting the first split result (230). When the AI model is deployed on a device comprising M processors according to the first split result, the efficiency of deploying the AI model on the device can be improved, and the running overhead of the AI model on the device can be reduced.
Inventors:
LIAN SHUO (CN)
WANG CHENXI (CN)
CHANG JING (CN)
SUN FANGXUAN (CN)
LIANG XUE (CN)
ZHOU JUN (CN)
WANG CHENXI (CN)
CHANG JING (CN)
SUN FANGXUAN (CN)
LIANG XUE (CN)
ZHOU JUN (CN)
Application Number:
PCT/CN2020/136119
Publication Date:
June 23, 2022
Filing Date:
December 14, 2020
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/063
Foreign References:
| CN110689121A | 2020-01-14 | |||
| CN110826708A | 2020-02-21 | |||
| CN111736986A | 2020-10-02 | |||
| US20170243114A1 | 2017-08-24 |
Attorney, Agent or Firm:
LONGSUN LEAD IP LTD. (CN)
Download PDF: