Title:
METHOD AND APPARATUS FOR GENERATING MODEL TRAINING PROGRAM MIRROR IMAGE, DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/135592
Kind Code:
A1
Abstract:
A method and apparatus for generating a model training program mirror image, a device, and a storage medium. The method comprises: acquiring a model training program file, a dataset, and configuration information of a model training program (101); generating one or more first layer files on the basis of the model training program file (102); generating one or more second layer files on the basis of the dataset (103); generating a configuration file on the basis of the configuration information of the model training program (104); generating a description file, the description file comprising description information of the configuration file, description information of the one or more first layer files, and description information of the one or more second layer files (105); and generating a model training program mirror image, the model training program mirror image comprising the description file, the configuration file, the one or more first layer files, and the one or more second layer files (106). The present invention implements the unified packing format specification of model training programs and facilitates the migration, training, and use of model training programs on various machine learning platforms.
Inventors:
ZHAO QING (CN)
GUO ZHEN (CN)
ZHANG YU (CN)
LUO WEIFENG (CN)
GUO ZHEN (CN)
ZHANG YU (CN)
LUO WEIFENG (CN)
Application Number:
PCT/CN2021/141366
Publication Date:
June 30, 2022
Filing Date:
December 24, 2021
Export Citation:
Assignee:
FOURTH PARADIGM BEIJING TECH CO LTD (CN)
International Classes:
G06F8/71
Foreign References:
| CN112579149A | 2021-03-30 | |||
| CN110083334A | 2019-08-02 | |||
| CN110852449A | 2020-02-28 | |||
| CN111813814A | 2020-10-23 | |||
| CN110928553A | 2020-03-27 | |||
| CN109144661A | 2019-01-04 | |||
| CN111580926A | 2020-08-25 | |||
| US10867091B1 | 2020-12-15 |
Attorney, Agent or Firm:
BEIJING MIZAR STAR INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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