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:
Nov. 30, 2021
Filed:
Mar. 25, 2019
International Business Machines Corporation, Armonk, NY (US);
Kazuaki Ishizaki, Tokyo, JP;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
Methods and systems for training a neural network include determining a graph representation of a set of neural network training operations based on definition-use chains. A memory allocation queue is determined based on a slack value for each neural network training operation in the graph representation. Memory for each neural network training operation in the memory allocation queue is allocated. Execution of neural network training operations with non-zero slack is delayed to minimize an amount of memory allocated at any one time. Neural network training is executed using the allocated memory for each neural network training operation.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile