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.
Patent No.:
Date of Patent:
Sep. 05, 2023
Filed:
Oct. 27, 2020
Shenzhen Intellifusion Technologies Co., Ltd., Guangdong, CN;
Liqiang Yi, Guangdong, CN;
Shenzhen Intellifusion Technologies Co., Ltd., Guangdong, CN;
Abstract
A convolution acceleration operation method and an apparatus, a storage medium and a terminal device are provided. The method includes: acquiring convolution parameters of a target convolution layer and device parameters of a target hardware equipment, wherein the target convolution layer is any convolution layer of a preset convolutional neural network, and the preset convolutional neural network is to be run in the target hardware equipment; according to the convolution parameters and device parameters, pre-estimating a running time of performing convolution operation on the target convolution layer in the target hardware equipment by using each preset acceleration algorithm; according to the running time, determining a target acceleration algorithm corresponding to the target convolution layer and target acceleration parameters corresponding to the target acceleration algorithm; and using the target acceleration algorithm and the target acceleration parameters corresponding to the target acceleration algorithm to perform convolution acceleration operation on the target convolution layer.