Patent ID: 11924445
Assignee: QUALCOMM INCORPORATED
Field: Audio-visual technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 21:
22. The method of claim 15, wherein determining the set of updates for the neural network compression system comprises:
processing the input data at the neural network compression system;
determining one or more losses for the neural network compression system based on the processed input data; and
tuning model parameters of the neural network compression system based on the one or more losses, the tuned model parameters comprising the set of updates for the neural network compression system,
wherein the one or more losses comprise a rate loss associated with a rate for sending the compressed version of the input data based on a size of the first bitstream, a distortion loss associated with a distortion between the input data and reconstructed data generated from the compressed version of the input data, and model rate loss associated with a rate for sending the compressed version of the updated model parameters based on a size of the second bitstream.