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:
May. 10, 2022
Filed:
Nov. 25, 2019
Sambanova Systems, Inc., Palo Alto, CA (US);
SambaNova Systems, Inc., Palo Alto, CA (US);
Abstract
Herein are disclosed computation units for batch normalization. A computation unit may include a first circuit to traverse a batch of input elements xhaving a first format, to produce a mean μin the first format and a mean μin a second format, the second format having more bits than the first format. The computation unit may further include a second circuit operatively coupled to the first circuit to traverse the batch of input elements xto produce a standard deviation σ for the batch using the mean μin the first format. The computation unit may also include a third circuit operatively coupled to the second circuit to traverse the batch of input elements xto produce a normalized set of values yusing the mean μin the second format and the standard deviation σ.