公开(公告)号：EP4439276A1

公开(公告)日：2024-10-02

申请号：EP23164648.0

申请日：2023-03-28

申请人： Hawai.Tech

发明人： BERNERT, Marie ,  CHERKAOUI, Abdelkarim ,  LAURENT, Raphaël ,  SIMATIC, Jean

IPC分类号： G06F8/41

CPC分类号： G06F8/423 ,  G06F8/451 ,  G06F8/447

摘要： The subject application provides a semiconductor system (100) and a computer-implemented method configured to provide probabilistic inference data processing for solving probabilistic model.
The inventors have found that using a dedicated processor-coprocessor architecture enables the acceleration of sampling-based algorithms for solving probabilistic models.
In particular, the inventors propose to configure a precompiler (150) that astutely distribute between a processor and a coprocessor (120), the executable instructions associated with portions of the computer program code (30) implementing the sampling-based algorithms.
With the proposed architecture, the developer of a sampling-based algorithm does not have to explicitly code the drawing of random samples from probability distribution functions or part of a probabilistic fusion of probability distribution functions, since the corresponding executable instructions would be executed by the coprocessor (120) after a function call has been detected for the drawing of random samples from probability distribution functions or a probabilistic fusion.