OPTIMIZING MACHINE LEARNING MODELS

Patent №

US 11,216,752

Granted

2022-01-04

Filed 2021

Owner

OCTOML, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17183066

A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Machine learningPlanningAI hardwareG06N 3/082G06N 20/00G06F 8/35G06F 18/214G06F 18/217G06N 3/063

AI classification

Machine learning1.00
AI hardware1.00
Planning0.99
Natural language0.18
Knowledge representation0.15
Vision0.02
Evolutionary computation0.00
Speech0.00

Ownership

OCTOML, INC.

assignment · 571240612

Assignors

WELSH, MATTHEW, KNIGHT, JASON, ROESCH, JARED, MOREAU, THIERRY, CHANG, ADELBERT, CHEN, TIANQI, CEZE, LUIS HENRIQUE, WANG, AN, PISZCZEK, MICHAL, MCHARG, ANDREW, HAYNES, FLETCHER

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

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