Machine Learning Model With Conditional Execution Of Multiple Processing Tasks

Patent №

US 11,699,097

Granted

2023-07-11

Filed 2020

Owner

APPLE INC.

Lab

AI components

5

ml · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16878254

A method includes receiving input data at a trained machine learning model that includes a common part and task-specific parts, receiving an execution instruction that identifies one or more processing tasks to be performed, processing the input data using the common part of the trained machine learning model to generate intermediate data, and processing the intermediate data using one or more of the task-specific parts of the trained machine learning model based on the execution instruction to generate one or more outputs.

Machine learningSpeechKnowledge representationPlanningAI hardwareG06N 3/10G06N 20/00G06F 9/3885G06N 3/045G06N 3/0499G06N 3/08

AI classification

Machine learning1.00
AI hardware1.00
Planning0.99
Speech0.84
Knowledge representation0.75
Natural language0.25
Vision0.01
Evolutionary computation0.00

Ownership

APPLE INC.

assignment · 527100736

Assignors

ROSSI, FRANCESCO, JAGADEESH, VIGNESH, SHARMA, VINAY, ZULIANI, MARCO, SHI, XIAOJIN, POULAIN, BENJAMIN

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

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