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. 04, 2021
Filed:
Mar. 26, 2019
Amazon Technologies, Inc., Seattle, WA (US);
Yu Zhou, Pflugerville, TX (US);
Vignesh Vivekraja, Santa Clara, CA (US);
Ron Diamant, Albany, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
An integrated circuit device such as a neural network accelerator can be programmed to select a numerical value based on a multinomial distribution. In various examples, the integrated circuit device can include an execution engine that includes multiple separate execution units. The multiple execution units can operate in parallel on different streams of data. For example, to make a selection based on a multinomial distribution, the execution units can be configured to perform cumulative sums on sets of numerical values, where the numerical values represent probabilities. In this example, to then obtain cumulative sums across the sets of numerical values, the largest values from the sets can be accumulated, and then added, in parallel to the sets. The resulting cumulative sum across all the numerical values can then be used to randomly select a specific index, which can provide a particular numerical value as the selected value.