LOCATE NEURAL NETWORK PERFORMANCE HOT SPOTS

Title:

LOCATE NEURAL NETWORK PERFORMANCE HOT SPOTS

Document Type and Number:

WIPO Patent Application WO/2022/227869

Kind Code:

A1

Abstract:

Implementation for locating performance hot spots include collecting sample data having instruction addresses, the sample data being for a neural network model and determining instructions in the instruction addresses that are performance hot spots. A listing file is used to map the instructions of the sample data that are performance hot spots to locations in a lower-level intermediate representation. A mapping file is used to map the locations of the lower-level intermediate representation that are performance hot spots to operations in one or more higher-level representations, one or more of the operations corresponding to the performance hot spots, the mapping file being generated from compiling the neural network model.

More Like This:

WO/2022/149662	METHOD AND APPARATUS FOR EVALUATING ARTIFICIAL-INTELLIGENCE-BASED KOREAN PRONUNCIATION BY USING LIP SHAPE
WO/2020/112105	EVENT-BASED PROCESSING USING THE OUTPUT OF A DEEP NEURAL NETWORK
WO/2023/214915	A DATA PROCESSING SYSTEM FOR PROCESSING PIXEL DATA TO BE INDICATIVE OF CONTRAST.

Inventors:

CHEN QINYUE (CN)
CAO LI (CN)
LI FEIFEI (CN)
SU HAN (CN)

Application Number:

PCT/CN2022/079778

Publication Date:

November 03, 2022

Filing Date:

March 08, 2022

Export Citation:

Click for automatic bibliography generation Help

Assignee:

IBM (US)
IBM CHINA CO LTD (CN)

International Classes:

G06N3/08

Foreign References:

CN110308909A	2019-10-08
CN112529175A	2021-03-19
CN112465108A	2021-03-09
US20130031536A1	2013-01-31

Attorney, Agent or Firm:

KING & WOOD MALLESONS (CN)

Download PDF:

View/Download PDF PDF Help

Previous Patent: SCENE RENDERING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM

Next Patent: VEHICLE-ROAD COLLABORATIVE PROCESSING METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM