Methods And Apparatus To Process Machine Learning Model In Web Browser

Methods And Apparatus To Process Machine Learning Model In Web Browser Environment

Abstract: Methods, apparatus, systems, and articles of manufacture to process a machine learning model in a web-browser environment are disclosed. An example apparatus includes a graph builder to accumulate machine learning operations as a graph. A tensor manager is to, in response to a request to access a tensor that is not yet available and associated with the machine learning operations, identify the graph based on the tensor. A graph cache manager is to determine whether a condensed graph corresponding to the identified graph is available. A graph condenser is to, in response to the graph cache manager determining that the condensed graph is not available, generate the condensed graph. A graph executor is to execute the condensed graph to create the tensor. The tensor manager is to provide the tensor as a response to the request to access the tensor.

Patent Information

Application #

Filing Date

02 March 2022

Publication Number

10/2022

Publication Type

INA

Invention Field

COMPUTER SCIENCE

Status

Email

ipo@iphorizons.com

Parent Application

Inventors

1. LI, Jianhui

1016 Olmo Ct. San Jose, California 95129

2. HU, Ningxin

Room 301, Building 85 #486 Anning Road, Minhang District Shanghai 200240

3. LI, Yiqiang

No. 880, Zixin Road, Minhang District Shanghai 200241

4. WU, Yong

Zizhu-1 No. 880 Zixing Road Zizhu Science Park, Minhang District Shanghai 200241

5. LUO, Yuanke

#701 Room, #9 Lane #88 Sanjiang Road, Xuhui District Shanghai 200052

Specification

Documents

Application Documents

#	Name	Date
1	202247011168.pdf	2022-03-02
2	202247011168-FORM 1 [02-03-2022(online)].pdf	2022-03-02
3	202247011168-DRAWINGS [02-03-2022(online)].pdf	2022-03-02
4	202247011168-DECLARATION OF INVENTORSHIP (FORM 5) [02-03-2022(online)].pdf	2022-03-02
5	202247011168-COMPLETE SPECIFICATION [02-03-2022(online)].pdf	2022-03-02
6	202247011168-CLAIMS UNDER RULE 1 (PROVISIO) OF RULE 20 [02-03-2022(online)].pdf	2022-03-02
7	202247011168-FORM-26 [06-04-2022(online)].pdf	2022-04-06
8	202247011168-FORM 3 [29-08-2022(online)].pdf	2022-08-29
9	202247011168-FORM 18 [31-12-2022(online)].pdf	2022-12-31
10	202247011168-FER.pdf	2023-02-28
11	202247011168-FORM 3 [02-03-2023(online)].pdf	2023-03-02
12	202247011168-OTHERS [28-08-2023(online)].pdf	2023-08-28
13	202247011168-FER_SER_REPLY [28-08-2023(online)].pdf	2023-08-28
14	202247011168-CLAIMS [28-08-2023(online)].pdf	2023-08-28
15	202247011168-FORM 3 [22-11-2023(online)].pdf	2023-11-22

Search Strategy

1	202247011168E_24-02-2023.pdf
2	11168AE_11-01-2024.pdf