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:
Oct. 14, 2025
Filed:
Aug. 25, 2021
International Business Machines Corporation, Armonk, NY (US);
Jan Van Lunteren, Rüschlikon, CH;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method and computer program product for performing machine learning inferences are disclosed. A set of input records to be processed by decision trees is selected, and the decision trees are run. Running the decision trees includes identifying operations to be performed as matrix elements, wherein the matrix elements correspond to the input records. Running the decision trees also includes using vector processing to process disjoint subsets of the matrix elements based on vector instructions operating on data stored in vector registers, such that the matrix elements of each subset of the disjoint subsets are processed in parallel. All leaf nodes of each decision tree involved are processed as split nodes looping to themselves until a termination condition is met. The termination condition is met if at least one of the leaf nodes has been reached for each of the decision trees involved.