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:
Apr. 14, 2026

Filed:

Nov. 30, 2022
Applicant:

Zhejiang Lab, Hangzhou, CN;

Inventors:

Hongsheng Wang, Hangzhou, CN;

Aimin Pan, Hangzhou, CN;

Guang Chen, Hangzhou, CN;

Assignee:

ZHEJIANG LAB, Hangzhou, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/41 (2018.01); G06F 12/0802 (2016.01); G06N 3/04 (2023.01); G06N 3/048 (2023.01); G06N 3/063 (2023.01); G06F 8/65 (2018.01); G06F 8/71 (2018.01); G06N 3/08 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 12/0802 (2013.01); G06N 3/063 (2013.01); G06F 8/42 (2013.01); G06F 8/433 (2013.01); G06F 8/452 (2013.01); G06F 8/65 (2013.01); G06F 8/71 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01);
Abstract

A process for generating an intermediate representation methodically compiles a neural network into a computation graph. First, a distinct node is built for every tensor variable within the graph, and this node is linked to a collection of pointers that reference the variable. Next, the method undertakes an analysis of the constraint relationships among these tensor variables. Using this information, it iteratively builds a topological graph that serves as the intermediate representation. Finally, this representation allows for the crucial step of analyzing variables that use different aliases but point to the same memory location, enabling the system to efficiently allocate a register for these aliased tensor variables.


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