US 12,468,632 B2
Method for embedding rows prefetching in recommendation models
Mohamed Assem Abd Elmohsen Ibrahim, Santa Clara, CA (US); Onur Kayiran, Santa Clara, CA (US); Shaizeen Dilawarhusen Aga, Santa Clara, CA (US); and Yasuko Eckert, Bellevue, WA (US)
Assigned to Advanced Micro Devices, Inc., Santa Clara, CA (US)
Filed by Advanced Micro Devices, Inc., Santa Clara, CA (US)
Filed on Jun. 8, 2022, as Appl. No. 17/835,810.
Prior Publication US 2023/0401154 A1, Dec. 14, 2023
Int. Cl. G06F 12/08 (2016.01); G06F 12/0862 (2016.01)
CPC G06F 12/0862 (2013.01) [G06F 2212/602 (2013.01)] 20 Claims
OG exemplary drawing
 
1. An integrated circuit comprising:
a prefetch engine comprising circuitry, wherein responsive to receipt of a user query that targets two or more data items, the circuitry is configured to:
retrieve, from a prefetch data storage, a first group of one or more data items of the two or more data items, identified as being stored in the prefetch data storage;
send the first group of data items to a data processing stage comprising processing circuitry, prior to sending remaining data items of the two or more data items;
retrieve, from a data storage different from the prefetch data storage, a second group of one or more data items of the two or more data items, identified as not being stored in the prefetch data storage; and
send the second group of data items to the data processing stage.