REMOTE EXECUTION OF MACHINE-LEARNED MODELS

Patent №

US 11,496,600

Granted

2022-11-08

Filed 2019

Owner

APPLE INC.

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16554518

In an exemplary process for remote execution of machine-learned models, one or more signals from a second electronic device is detected by a first electronic device. The second electronic device includes a machine-learned model associated with an application implemented on the first electronic device. Based on the one or more signals, a communication connection is established with the second electronic device and a proxy to the machine-learned model is generated. Input data is obtained via a sensor of the first electronic device. A representation of the input data is sent to the second electronic device via the proxy and the established communication connection. The representation of the input data is processed through the machine-learned model to generate an output. A result derived from the output is received via the communication connection and a representation of the result is outputted.

Machine learningKnowledge representationAI hardwareH04L 67/59H04W 4/00G06F 1/163G06F 1/1694G06F 1/1698G06F 3/0346G06F 3/0488G06F 3/04883+10 more

AI classification

AI hardware1.00
Machine learning0.98
Knowledge representation0.87
Natural language0.06
Vision0.05
Planning0.03
Evolutionary computation0.00
Speech0.00

Ownership

APPLE INC.

assignment · 506450126

Assignors

VAISHAMPAYAN, UMESH S., KAPOOR, GAURAV, WAN, KIT-MAN

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

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