Patent ID: 11914670
Assignee: HUAWEI TECHNOLOGIES CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 8:
9. A computing system comprising:
a memory; and
a processing device in communication with the memory, the processing device configured to execute instructions to cause the computing system to:
obtain a set of compressed data for reconstruction of a matrix, the set of compressed data including a set of centroids and a set of variances, each centroid being associated with a respective cluster, and each variance being associated with a respective cluster, the set of compressed data further including a mapping relating each sub-vector of the matrix to a respective cluster;
for each given cluster, generate a reconstructed centroid by sampling from a distribution, the distribution being generated using the centroid and the variance associated with the given cluster;
reconstruct each given sub-vector using the reconstructed centroid generated for a relevant cluster, the relevant cluster for the given sub-vector being identified using the mapping;
reconstruct the matrix by concatenating the reconstructed sub-vectors; and
provide the reconstructed matrix as input to a neural network for performing a machine learning task.