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:
Nov. 21, 2023

Filed:

Jun. 04, 2021
Applicant:

Mythic, Inc., Austin, TX (US);

Inventors:

Pei-Ci Wu, Millbrae, CA (US);

Andrew Morten, Cupertino, CA (US);

Anthony Romano, Austin, TX (US);

Balaji Iyer, Austin, TX (US);

Alexander Dang-Tran, Austin, TX (US);

Eric Stotzer, Austin, TX (US);

David Fick, Cedar Park, TX (US);

Assignee:

Mythic, Inc., Round Rock, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/398 (2020.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06F 30/398 (2020.01); G06N 3/063 (2013.01);
Abstract

Systems and methods for optimizing data flow in an integrated circuit includes creating a task graph based on transforming an optimized network graph for a neural network application, wherein creating the task graph includes: enumerating a plurality of distinct tasks based on a decomposition of each of a plurality of network operations of the optimized network graph; and allocating a data buffer to each of pairs of dependent tasks of the plurality of distinct tasks based on the decomposition of each of the plurality of network operations of the optimized network graph; encoding a token-informed task scheduler based on a composition of the task graph, wherein the encoding the token-informed task scheduler includes: programming the token-informed task scheduler to cause an execution of the plurality of distinct tasks based on identifying a state of a respective data buffer between each of the pairs of dependent tasks.


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