公开(公告)号：US20210383244A1

公开(公告)日：2021-12-09

申请号：US16896460

申请日：2020-06-09

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jean-François Puget ,  Ke Wei Wei ,  Xinke Wang ,  Qi Wen ,  Chu Yun Tong ,  Tian Tian ,  Chi Liu

IPC: G06N5/00 ,  G06N20/20 ,  G06K9/62 ,  G06F8/41

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.

公开(公告)号：US11568272B2

公开(公告)日：2023-01-31

申请号：US16896460

申请日：2020-06-09

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jean-François Puget ,  Ke Wei Wei ,  Xinke Wang ,  Qi Wen ,  Chu Yun Tong ,  Tian Tian ,  Chi Liu

IPC: G06N20/20 ,  G06F9/30 ,  G06F9/45 ,  G06N5/00 ,  G06F8/41 ,  G06K9/62

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.