Title:
PROCESSING METHOD AND APPARATUS FOR MODEL
Document Type and Number:
WIPO Patent Application WO/2022/141513
Kind Code:
A1
Abstract:
Provided are a processing method and apparatus for a model in the field of artificial intelligence. The model comprises a plurality of operators, the plurality of operators run on a plurality of calculation circuits, and the plurality of calculation circuits correspond to different data formats. The method comprises: adding a first conversion operator to a model, so as to convert data, which is input into the first conversion operator, into a general format, wherein the general format is a data format supported by a plurality of calculation circuits; modifying other operators after the first conversion operator in the model, such that formats of input data and output data of the other operators are both the general format. By means of the provided method and apparatus, data conversion operations during the process of running a model by using a plurality of calculation circuits are reduced, thereby improving model running efficiency.
Inventors:
XIE WENLONG (CN)
WANG LINMU (CN)
DU XIAOPENG (CN)
WANG LINMU (CN)
DU XIAOPENG (CN)
Application Number:
PCT/CN2020/142403
Publication Date:
July 07, 2022
Filing Date:
December 31, 2020
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/063
Foreign References:
| CN109740746A | 2019-05-10 | |||
| CN111695682A | 2020-09-22 | |||
| CN109711367A | 2019-05-03 | |||
| CN104598425A | 2015-05-06 | |||
| US20200279153A1 | 2020-09-03 |
Other References:
See also references of EP 4258173A4
Attorney, Agent or Firm:
E-TONE INTELLECTUAL PROPERTY FIRM (GENERAL PARTNERSHIP) (CN)
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