System, apparatus, non-transitory computer readable medium, and method of storing an embedding table
AssigneeSamsung Electronics Co., Ltd.
InventorKaige Ma
Life of this patent
Estimating the term…
Abstract
One or more example embodiments are directed to a storing method of an embedding table, an apparatus, an electronic device, a non-transitory storage medium, and/or a system, the storing method including: acquiring an embedding table; and storing the embedding table in a memory of at least one CXL-PNM device, the storing enabling the at least one CXL-PNM device to perform parallel lookup of the embedding table in the memory using processing circuitry of the at least one CXL-PNM device, wherein the at least one CXL-PNM device includes the memory and the processing circuitry.
Claims14
A storing method of an embedding table, the storing method comprising:
- acquiring an embedding table;
- storing the embedding table in a memory of at least one Compute Express Link-based Processing-Near-Memory (CXL-PNM) device, wherein each CXL-PNM device of the at least one CXL-PNM device comprises processing circuitry coupled with the memory;
- and
- performing parallel lookup of respective portions of the embedding table in the memory, in parallel, using the processing circuitry of the at least one CXL-PNM device.
A storage apparatus of an embedding table, the storage apparatus comprising:
- first processing circuitry configured to,
- acquire an embedding table;
- store the embedding table in a memory of at least one Compute Express Link-based Processing-Near-Memory (CXL-PNM) device, wherein each CXL-PNM device of the at least one CXL-PNM device comprises processing circuitry coupled with the memory;
- and
- perform parallel lookup of respective portions of the embedding table in the memory, in parallel, using second processing circuitry of the at least one CXL-PNM device.
Dependencies are inferred from the claim text.