International business machines corporation (20250139444). MAPPING DATA FOR NODES IN A FIRST TRANSFORM NETWORK TO INPUT NODES OF NEAR-MEMORY PROCESSING UNITS IMPLEMENTING A SMALLER TRANSFORM NETWORK

MAPPING DATA FOR NODES IN A FIRST TRANSFORM NETWORK TO INPUT NODES OF NEAR-MEMORY PROCESSING UNITS IMPLEMENTING A SMALLER TRANSFORM NETWORK

Organization Name

international business machines corporation

Inventor(s)

Aporva Amarnath of White Plains NY US

Subhankar Pal of White Plains NY US

Yongmo Park of Ann Arbor MI US

Alper Buyuktosunoglu of White Plains NY US

MAPPING DATA FOR NODES IN A FIRST TRANSFORM NETWORK TO INPUT NODES OF NEAR-MEMORY PROCESSING UNITS IMPLEMENTING A SMALLER TRANSFORM NETWORK

This abstract first appeared for US patent application 20250139444 titled 'MAPPING DATA FOR NODES IN A FIRST TRANSFORM NETWORK TO INPUT NODES OF NEAR-MEMORY PROCESSING UNITS IMPLEMENTING A SMALLER TRANSFORM NETWORK

Original Abstract Submitted

provided are computer program product, system, and method for mapping data for nodes in a first transform network to input nodes of near-memory processing units implementing a smaller transform network. a plurality of processing units, which are interconnected, receive input data for n input nodes for a second transform network to process at interlinked stages of nodes in the processing units. a mapping maps n input nodes for the first transform network to the n input nodes of the second transform network. n is greater than n and a plurality of the n input nodes of the first transform network map to one of the n input nodes of the second transform network. a transform manager uses the mapping to map the n input nodes to n input nodes and loads received input data for the n input nodes into the processing units to perform computations in the processing units.