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.
Patent No.:
Date of Patent:
Feb. 20, 2024
Filed:
Dec. 15, 2021
International Business Machines Corporation, Armonk, NY (US);
Takuya Nakaike, Yokohama, JP;
Motohiro Kawahito, Sagamihara, JP;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
A method creates a table of keys and values. Each key is an element of an input array which is an input of a machine-learning pre-processing pipeline, and each value is an output of the pipeline. The method measures (1) a hit rate H to the memo table, (2) an average time Tto look up the table, (3) an average time Tto execute the pipeline, and (4) a threshold Ton a number of elements of the input array. The method looks up the value in the table by using an element of the input array as a key when T×H>Tand the number of elements in the input array is less than T. The method calls the pipeline in place of the lookup for all of the remaining elements in the input array when the value is not in the table.