Patent ID: 11934949
Assignee: INTEL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. An apparatus comprising:
one or more processors to process data; and
a memory to store data, including data for deep learning processing;
wherein the apparatus is to transform a first neural network into a binary neural network in a composite binary decomposition process, the first neural network having floating point values, the composite binary decomposition process including:
a composite operation to expand real matrices or tensors of the first neural network into a first group of a plurality of binary matrices or tensors of the binary neural network; and
a decompose operation including the apparatus to decompose one or more binary matrices or tensors of the first group into a second group of a plurality of low rank binary matrices or tensors, the binary matrices or tensors of the second group having lower rank than the binary matrices or tensors of the first group.