Patents by Inventor Yusuke Tsuzuku

Yusuke Tsuzuku 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).

  • GRADIENT COMPRESSING APPARATUS, GRADIENT COMPRESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM
    Publication number: 20190156213
    Abstract: According to one embodiment, a gradient compressing apparatus includes a memory and processing circuitry. The memory stores data. The processing circuitry is configured to calculate statistics of gradients calculated regarding a plurality of parameters being learning targets, with respect to an error function in learning; determine, based on the statistics, whether or not to be a transmission parameter being a parameter which transmits gradients regarding each of the parameters, via a communication network; and quantize a gradient representative value being a representative value of gradients regarding the parameter determined to be a transmission parameter.
    Type: Application
    Filed: October 25, 2018
    Publication date: May 23, 2019
    Inventors: Yusuke Tsuzuku, Hiroto Imachi, Takuya Akiba