SYSTEMS AND METHODS FOR MEASURING ERROR IN TERMS OF UNIT IN LAST PLACE

Patent №

US 10,936,769

Granted

2021-03-02

Filed 2019

Owner

THE MATHWORKS, INC.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16409165

Systems and methods evaluate simulation models and measure floating point arithmetic errors in terms of Unit in Last Place (ULP). The simulation model may include model elements that perform numerical computations using Native Floating Point (NFP) arithmetic. The model elements may be arranged to implement a procedure. A data store may include local ULP errors predetermined for the model elements. The systems and methods may retrieve the local ULP errors for the model elements included in the model, and may apply a rules-based analysis to compute an overall ULP error of the simulation model. The systems and methods may present the overall ULP computed for the model. The systems and methods may also present intermediate ULP errors determined for portions of the simulation model. Changes may be made to the model to reduce the overall ULP error.

Machine learningVisionPlanningAI hardwareG06F 30/20G06F 7/483G06F 7/499G06F 7/49915G06F 8/35H03M 7/24H03M 7/28

AI classification

Machine learning1.00
Planning1.00
AI hardware0.97
Vision0.94
Knowledge representation0.12
Natural language0.01
Speech0.00
Evolutionary computation0.00

Ownership

THE MATHWORKS, INC.

assignment · 498150979

Assignors

KINTALI, KIRAN K., DUTTA, SHOMIT, MESTCHIAN, E. MEHRAN, MOSTERMAN, PIETER J.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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