公开(公告)号：US11656854B2

公开(公告)日：2023-05-23

申请号：US17460749

申请日：2021-08-30

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Xun Deng ,  Kai-Ting Amy Wang

IPC: G06F8/41 ,  G06F8/30

CPC classification number: G06F8/441 ,  G06F8/37 ,  G06F8/433 ,  G06F8/452 ,  G06F8/457

Abstract: There is provided methods and devices for computing a tile size for software optimization. A method includes receiving, by a computing device, information indicative of one or more of a set of loop bounds and a set of data shapes; processing, by the computing device, the information to determine a computation configuration based on the obtained information, the computation configuration implementable by a compiler, said processing including evaluating at least the computation configuration based on a build cost model, the build cost model representative of a data transfer cost and a data efficiency of the computation configuration; and transmitting, by the computing device, instructions directing the compiler to implement the computation configuration.