Patents by Inventor Satoki TSUJI

Satoki TSUJI has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20230394289
    Abstract: A non-transitory computer-readable recording medium stores a learning model quantization program for causing a computer to execute a process including: in an objective function for searching for a combination of layers in which parameters of a machine-learned model using a neural network are quantized, the objective function including inference accuracy of the quantized model and an index related to a compression ratio of the model, setting a specific gravity such that the specific gravity of the index related to the compression ratio with respect to the inference accuracy decreases as the compression ratio increases; selecting a layer in which the objective function is optimized, as a layer in which the parameters are quantized; and outputting a relationship between the inference accuracy for the model obtained by quantizing the parameters of the selected layer and the index related to the compression ratio.
    Type: Application
    Filed: February 3, 2023
    Publication date: December 7, 2023
    Applicant: Fujitsu Limited
    Inventor: Satoki TSUJI