COMPUTING METHOD AND APPARATUS FOR CONVOLUTIONAL NEURAL NETWORK MODEL

    公开(公告)号:EP4024286A1

    公开(公告)日:2022-07-06

    申请号:EP19949969.0

    申请日:2019-11-27

    IPC分类号: G06N3/063 G06N3/04 G06N3/08

    摘要: A computing method and apparatus for a convolutional neural network model. The method comprises: acquiring a computing model of a training task of a convolutional neural network model (S101); then splitting multiply-accumulate operation in a computing model of a training task of the convolutional neural network model into a plurality of multiply-add operation tasks (SI02); confirming a computing device corresponding to each multiply-add operation task according to the correlation between a preset computing model and the computing device (S103); and finally, respectively computing each multiply-add operation task by utilizing the computing device corresponding to each multiply-add operation task (S104). The purposes of improving the flexibility of migration of a CNN model training task on different computing devices or cooperative computing of different processors and improving the computing speed are achieved.