Patent ID: 11954826
Assignee: SYNAPTICS INCORPORATED
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A method of inferencing by a machine learning system, comprising:
receiving a number (K) of bits of first pixel data associated with an input image;
subdividing the K bits into a number (M) of first partitions based on a number (N) of bits in each operand operated on by an artificial intelligence (AI) accelerator, where N<K, the AI accelerator implementing a neural network trained to process the M first partitions, in parallel, as data associated with M channels, respectively, of the input image and to perform an inferencing operation based at least in part on the processing of the M first partitions; and
performing the inferencing operation on the input image based at least in part on the AI accelerator processing the M first partitions according to the neural network.