International business machines corporation (20250139443). MAPPING INPUT NODES IN A TRANSFORM NETWORK TO INPUT NODES OF A SMALLER TRANSFORM NETWORK

MAPPING INPUT NODES IN A TRANSFORM NETWORK TO INPUT NODES OF 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 INPUT NODES IN A TRANSFORM NETWORK TO INPUT NODES OF A SMALLER TRANSFORM NETWORK

This abstract first appeared for US patent application 20250139443 titled 'MAPPING INPUT NODES IN A TRANSFORM NETWORK TO INPUT NODES OF A SMALLER TRANSFORM NETWORK

Original Abstract Submitted

provided are a computer program product, system, and method for mapping input nodes in a transform network to input nodes of a smaller transform network. a first transform network having n input nodes and successive columns of interlinked nodes at which input data is processed. a mapping is generated of the n input nodes to n input nodes of a second transform network implemented in processing tiles in a hardware unit, such that n is less than n and multiple of the n input nodes of the first transform network map to one of the n input nodes of the second transform network. the mapping is used to map the n input nodes of the first transform network to n input nodes of the second transform network implemented in hardware.