公开(公告)号：US20180136912A1

公开(公告)日：2018-05-17

申请号：US15816606

申请日：2017-11-17

Applicant: The MathWorks, Inc.

Inventor： Girish Venkataramani ,  Rama P. Kokku ,  Jayaprabha Shankar ,  James L. Brock ,  Chun-Yu Shei ,  Vijaya Raghavan ,  Yaohung Tsai

IPC: G06F8/35 ,  G06N3/10 ,  G06N3/04 ,  G06N3/08 ,  G06F9/445

CPC classification number: G06F8/35 ,  G06F8/20 ,  G06F8/30 ,  G06F9/44563 ,  G06N3/04 ,  G06N3/0454 ,  G06N3/0481 ,  G06N3/08 ,  G06N3/10 ,  G06N3/105

Abstract: Systems and methods may automatically generate code for deep learning networks. The systems methods may provide a code generation framework for generating target specific code. The code generation framework may include one or more predefined class hierarchies for constructing objects of the generated code. The objects of the class hierarchies may provide an interface to predefined libraries of deep learning functions optimized for use on a target platform. The systems and methods may perform one or more optimizations on the code being generated.

公开(公告)号：US10157045B2

公开(公告)日：2018-12-18

申请号：US15816606

申请日：2017-11-17

Applicant: The MathWorks, Inc.

Inventor： Girish Venkataramani ,  Rama P. Kokku ,  Jayaprabha Shankar ,  James L. Brock ,  Chun-Yu Shei ,  Vijaya Raghavan ,  Yaohung Tsai

IPC: G06F8/35 ,  G06N3/10 ,  G06F9/445 ,  G06N3/08 ,  G06N3/04 ,  G06F8/30 ,  G06F8/20

Abstract: Systems and methods may automatically generate code for deep learning networks. The systems methods may provide a code generation framework for generating target specific code. The code generation framework may include one or more predefined class hierarchies for constructing objects of the generated code. The objects of the class hierarchies may provide an interface to predefined libraries of deep learning functions optimized for use on a target platform. The systems and methods may perform one or more optimizations on the code being generated.