US 12,468,947 B2
Stickification using anywhere padding to accelerate data manipulation
Swagath Venkataramani, White Plains, NY (US); Vijayalakshmi Srinivasan, New York, NY (US); Shubham Jain, Elmsford, NY (US); Sarada Krithivasan, Chennai (IN); and Sanchari Sen, White Plains, NY (US)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US)
Filed on Jul. 25, 2022, as Appl. No. 17/814,782.
Prior Publication US 2024/0028899 A1, Jan. 25, 2024
Int. Cl. G06N 3/082 (2023.01); G06F 9/30 (2018.01); G06F 9/38 (2018.01)
CPC G06N 3/082 (2013.01) [G06F 9/3004 (2013.01); G06F 9/3836 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method for providing efficient realization of memory-bound operations a computing environment by one or more processors comprising:
reading or writing data from a memory at a granular level using a stickification operation; and
annotating regions of activation and weight tensor data on the memory by coupling the stickification operation with padding to accelerate data manipulation operations.