Title:
METHOD AND APPARATUS FOR ASSISTING MACHINE LEARNING MODEL TO GO ONLINE
Document Type and Number:
WIPO Patent Application WO/2021/208774
Kind Code:
A1
Abstract:
Disclosed are a method and apparatus for assisting a machine learning model to go online. The method comprises: acquiring a model file obtained by training a machine learning model offline; analyzing the model file to determine a training data table used in a model training process; creating in an online database an online data table having table information consistent with that of the training data table; and importing at least part of offline data into the online data table, such that when the offline trained machine learning model is deployed online, a cold boot of online data can be achieved by means of the present disclosure to provide support for the model to go online.
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Inventors:
ZHOU KEJI (CN)
CHEN JING (CN)
WANG TAIZE (CN)
KONG WEI (CN)
CHEN JING (CN)
WANG TAIZE (CN)
KONG WEI (CN)
Application Number:
PCT/CN2021/085620
Publication Date:
October 21, 2021
Filing Date:
April 06, 2021
Export Citation:
Assignee:
FOURTH PARADIGM BEIJING TECH CO LTD (CN)
International Classes:
G06N20/00
Foreign References:
| CN111523676A | 2020-08-11 | |||
| CN110083334A | 2019-08-02 | |||
| CN109241033A | 2019-01-18 | |||
| CN110766164A | 2020-02-07 | |||
| CN110956278A | 2020-04-03 | |||
| CN108510082A | 2018-09-07 | |||
| CN110990053A | 2020-04-10 | |||
| CN110188910A | 2019-08-30 | |||
| CN108229686A | 2018-06-29 | |||
| US20180322365A1 | 2018-11-08 |
Other References:
See also references of EP 4138004A4
Attorney, Agent or Firm:
ZYX INTELLECTUAL PROPERTY LAW FIRM (CN)
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