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:
Jul. 16, 2024
Filed:
Oct. 29, 2020
Nanjing Prochip Electronic Technology Co., Ltd, Nanjing, CN;
Zhen Wang, Nanjing, CN;
NANJING PROCHIP ELECTRONIC TECHNOLOGY CO., LTD, Nanjing, CN;
Abstract
An equilibrium computation acceleration method and system for a sparse recurrent neural network determine scheduling information based on an arbitration result of sparsity of a weight matrix, select a computation submodule having operating voltage and operating frequency that match the scheduling information or a computation submodule having operating voltage and operating frequency that are adjusted to match the scheduling information, and use the selected computation submodule to perform a zero-hop operation and a multiply-add operation in sequence, to accelerate equilibrium computation. The equilibrium computation acceleration system includes a data transmission module, an equilibrium computation scheduling module with a plurality of independent built-in computation submodules, and a voltage-adjustable equilibrium computation module. An error monitor is configured to achieve dynamic voltage adjustment. The data transmission module quickly exchanges a configuration of a read/write memory to reduce additional data transmission.