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:
Jun. 07, 2022
Filed:
Mar. 25, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Swagath Venkataramani, Yonkers, NY (US);
Vijayalakshmi Srinivasan, New York, NY (US);
Jungwook Choi, Chappaqua, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/04 (2013.01);
Abstract
A minibatch in a neural network execution may be dynamically resized based on on-chip memory. For example, a size of the minibatch is configured such that the minibatch fits within on-chip memory. The size of the minibatch may be resized for a sequence of layers in the neural network execution. A next layer's execution can commence responsive to the resized minibatch being completed in a previous layer without having to wait for all of the minibatch to be completed in the previous layer.