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.

Date of Patent:
Sep. 05, 2023

Filed:

Mar. 23, 2018
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Orchid Majumder, Bellevue, WA (US);

Vineet Khare, Redmond, WA (US);

Leo Parker Dirac, Seattle, WA (US);

Saurabh Gupta, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/044 (2023.01); G06F 9/54 (2006.01); G06F 9/455 (2018.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 9/45558 (2013.01); G06F 9/547 (2013.01); G06N 3/044 (2023.01); G06F 2009/45575 (2013.01); G06F 2009/45595 (2013.01);
Abstract

Techniques for sequence to sequence (S2S) model building and/or optimization are described. For example, a method of receiving a request to build a sequence to sequence (S2S) model for a use case, wherein the request includes at least a training data set, generating parts of a S2S algorithm based on the at least one use case, determined parameters, and determined hyperparameters, and training a S2S algorithm built from the parts of the S2S algorithm using the training data set to generate the S2S model is detailed.


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