The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 15, 2025

Filed:

May. 27, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Li Cao, Beijing, CN;

Zhan Peng Huo, Beijing, CN;

WeiFeng Zhang, Shenzhen, CN;

Wei Cui, Beijing, CN;

Fei Fei Li, Huang Pu, CN;

Ren Jie Feng, Shanghai, CN;

Han Su, Shanghai, CN;

Zhong Hao Wang, Dalian, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 8/41 (2018.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 8/43 (2013.01); G06F 8/447 (2013.01); G06F 8/451 (2013.01); G06N 3/044 (2023.01);
Abstract

In a method for improving converter and compiler operator granularity, a processor extracts an operator granularity from an artificial intelligence framework and an original model. A processor receives device characteristics from a target device. A processor outputs a converter granularity level to a converter based on the operator granularity and the device characteristics. A processor outputs a compiler granularity level to a compiler based on the operator granularity and the device characteristics.


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