Patent · US Active

Multi-level intermediate representation decoder for heterogeneous platforms

US11928446B2 · kind B2 · utility

0Cited by

0References

18Claims

0Family size

Assignee

KWAI INC. · US

Inventors

Zhen PENG · Palo Alto, US
Yang Liu · Nanhu, CN
Hanxian HUANG · El Cerrito, US
Yongxiong Ren · San Jose, US
Jishen Yang · Palo Alto, US
Lingzhi Liu · San Jose, US
Xin Chen · Shanghai, CN

Key dates

Filing date	Nov 11, 2021
Grant date	Mar 12, 2024
Priority date	—
Expiry date	May 1, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/105
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method, apparatus, and a non-transitory computer-readable storage medium for generating heterogenous platform code. The method may obtain a neural network model. The neural network model may be programed to run on at least one platform. The method may also obtain an initial intermediate representation (IR) code by encoding the neural network model, and obtain a target IR code by adding decorations to the initial IR code based on a target platform. The method may also output an executable code optimized to run on the target platform by decoding the target IR code.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.