The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 10, 2024
Filed:
Sep. 16, 2022
Qualcomm Incorporated, San Diego, CA (US);
Colin Beaton Verrilli, Apex, NC (US);
Natarajan Vaidhyanathan, Carrboro, NC (US);
Matthew Simpson, Durham, NC (US);
Geoffrey Carlton Berry, Durham, NC (US);
Sandeep Pande, Bengaluru, IN;
QUALCOMM Incorporated, San Diego, CA (US);
Abstract
A processor-implemented method for a memory storage format to accelerate machine learning (ML) on a computing device is described. The method includes receiving an image in a first layer storage format of a neural network. The method also includes assigning addresses to image pixels of each of three channels of the first layer storage format for accessing the image pixels in a blocked ML storage acceleration format. The method further includes storing the image pixels in the blocked ML storage acceleration format according to the assigned addresses of the image pixels. The method also includes accelerating inference video processing of the image according to the assigned addresses for the image pixels corresponding to the blocked ML storage acceleration format.