Patent · US Active

Memory sharing for machine learning processing

US11995472B2 · kind B2 · utility

0Cited by

2References

20Claims

0Family size

Assignee

TEXAS INSTRUMENTS INCORPORATED · US

Inventors

Mihir Narendra Mody · Kanchinakote, IN
Kedar Chitnis · Bengaluru, IN
Kumar Desappan · Kanchinakote, IN
David E. Smith · Vancouver, US
Pramod Kumar Swami · Bengaluru, IN
Shyam Jagannathan · Bengaluru, IN

Key dates

Filing date	Jul 19, 2021
Grant date	May 28, 2024
Priority date	—
Expiry date	Nov 25, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Techniques for executing machine learning (ML) models including receiving an indication to run an ML model on a processing core; receiving a static memory allocation for running the ML model on the processing core; determining that a layer of the ML model uses more memory than the static memory allocated; transmitting, to a shared memory, a memory request for blocks of the shared memory; receiving an allocation of the requested blocks; running the layer of the ML model using the static memory and the range of memory addresses; and outputting results of running the layer of the ML model.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.