公开(公告)号：US20180349103A1

公开(公告)日：2018-12-06

申请号：US15721712

申请日：2017-09-29

Applicant: Apple Inc.

Inventor： Alexander B. BROWN ,  Michael R. SIRACUSA ,  Gaurav KAPOOR ,  Elizabeth OTTENS ,  Christopher M. HANSON ,  Zachary A. NATION ,  Vrushali MUNDHE ,  Srikrishna SRIDHAR

IPC: G06F9/44 ,  G06N99/00

CPC classification number: G06F8/315 ,  G06F8/10 ,  G06F8/30 ,  G06F8/35 ,  G06F8/36 ,  G06F8/60 ,  G06F8/71 ,  G06N99/005

Abstract: The subject technology provides for determining that a machine learning model in a first format includes sufficient data to conform to a particular model specification in a second format, the second format corresponding to an object oriented programming language. The subject technology transforms the machine learning model into a transformed machine learning model that is compatible with the particular model specification. The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in an integrated development environment (IDE), the IDE enabling modifying of the generated code interface and the code.

公开(公告)号：US20210109718A1

公开(公告)日：2021-04-15

申请号：US17129782

申请日：2020-12-21

Applicant: Apple Inc.

Inventor： Alexander B. BROWN ,  Michael R. SIRACUSA ,  Gaurav KAPOOR ,  Elizabeth OTTENS ,  Christopher M. HANSON ,  Zachary A. NATION ,  Vrushali MUNDHE ,  Srikrishna SRIDHAR

IPC: G06F8/30 ,  G06N20/00 ,  G06F8/35

Abstract: The subject technology transforms a machine learning model into a transformed machine learning model in accordance with a particular model specification when the machine learning model does not conform to the particular model specification, the particular model specification being compatible with an integrated development environment (IDE). The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.

公开(公告)号：US20190286424A1

公开(公告)日：2019-09-19

申请号：US16430351

申请日：2019-06-03

Applicant: Apple Inc.

Inventor： Alexander B. BROWN ,  Michael R. SIRACUSA ,  Gaurav KAPOOR ,  Elizabeth OTTENS ,  Christopher M. HANSON ,  Zachary A. NATION ,  Vrushali MUNDHE ,  Srikrishna SRIDHAR

IPC: G06F8/30 ,  G06N20/00 ,  G06F8/35

Abstract: The subject technology transforms a machine learning model into a transformed machine learning model in accordance with a particular model specification when the machine learning model does not conform to the particular model specification, the particular model specification being compatible with an integrated development environment (IDE). The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.