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:
Jan. 31, 2023

Filed:

Jun. 09, 2020
Applicant:

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

Inventors:

Jean-François Puget, Saint Raphael, FR;

Ke Wei Wei, Beijing, CN;

Xinke Wang, Beijing, CN;

Qi Wen, Beijing, CN;

Chu Yun Tong, Beijing, CN;

Tian Tian, Beijing, CN;

Chi Liu, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 9/30 (2018.01); G06F 9/45 (2006.01); G06N 5/00 (2006.01); G06F 8/41 (2018.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06N 5/003 (2013.01); G06F 8/41 (2013.01); G06K 9/623 (2013.01); G06K 9/6262 (2013.01); G06N 20/20 (2019.01);
Abstract

Aspects of the invention include a computer-implemented method that receives, by a processor, an ensemble decision tree and generates, by the processor, native code from the ensemble decision tree. The method compiles, by the processor, the native code into machine language and scores, by the processor, the execution time of the native code. The method dynamically reoptimizes, by the processor, portions of the native code corresponding to the most traversed portion of the ensemble decision tree.


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