Device and method for implementing a tensor-train decomposition operation
Номер патента: EP4241206A1
Опубликовано: 13-09-2023
Автор(ы): Anuar Guldenbekovich TASKYNOV, Ivan Leonidovich Mazurenko, JIANG LI, Vladimir Petrovich KORVIAKOV, Yepan XIONG
Принадлежит: Huawei Technologies Co Ltd
Опубликовано: 13-09-2023
Автор(ы): Anuar Guldenbekovich TASKYNOV, Ivan Leonidovich Mazurenko, JIANG LI, Vladimir Petrovich KORVIAKOV, Yepan XIONG
Принадлежит: Huawei Technologies Co Ltd
Реферат: The present disclosure relates to a device for implementing a tensor-train decomposition operation for a convolutional layer of a convolutional neural network. The device receives input data comprising a first number of channels, and performs a 1x1 convolution on the input data, to obtain a plurality of data groups, the plurality of data groups comprising a second number of channels. The device further performs a group convolution on the plurality of data groups, to obtain intermediate data comprising a third number of channels. Moreover, the device performs a 1x1 convolution on the intermediate data, to obtain output data comprising a fourth number of channels.
Device and method for implementing a tensor-train decomposition operation
Номер патента: US20230394285A1. Автор: JIANG LI,Ivan Leonidovich Mazurenko,Vladimir Petrovich KORVIAKOV,Yepan XIONG,Anuar Guldenbekovich TASKYNOV. Владелец: Huawei Technologies Co Ltd. Дата публикации: 2023-12-07.