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:
Jan. 13, 2026
Filed:
Jan. 14, 2021
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Derek Edward Davout Gladding, Poughquag, NY (US);
Nitin Naresh Garegrat, San Jose, CA (US);
Viraj Sunil Khadye, Sunnyvale, CA (US);
Yuxuan Zhang, San Jose, CA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
A computing device, including a hardware accelerator configured to train a machine learning model by computing a first product matrix including a plurality of first dot products. Computing the first product matrix may include receiving a first matrix including a plurality of first vectors and a second matrix including a plurality of second vectors. Each first vector may include a first shared exponent and a plurality of first vector elements. Each second vector may include a second shared exponent and a plurality of second vector elements. For each first vector, computing the first product matrix may further include computing the first dot product of the first vector and a second vector. The first dot product may include a first dot product exponent, a first dot product sign, and a first dot product mantissa. Training the first machine learning model may further include storing the first product matrix in memory.