Invention Publication
- Patent Title: Modular Machine Learning Architecture
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Application No.: US17831738Application Date: 2022-06-03
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Publication No.: US20230147442A1Publication Date: 2023-05-11
- Inventor: Shujie Liu , Jiefu Zhai , Xiaosong Zhou , Hsi-Jung Wu , Ke Zhang , Xiaoxia Sun , Jian Li
- Applicant: Apple Inc.
- Applicant Address: US CA Cupertino
- Assignee: Apple Inc.
- Current Assignee: Apple Inc.
- Current Assignee Address: US CA Cupertino
- Main IPC: G06N3/045
- IPC: G06N3/045

Abstract:
In an example method, a system accesses first input data and a machine learning architecture. The machine learning architecture includes a first module having a first neural network, a second module having a second neural network, and a third module having a third neural network. The system generates a first feature set representing a first portion of the first input data using the first neural network, and a second feature set representing a second portion of the first input data using the second neural network. The system generates, using the third neural network, first output data based on the first feature set and the second feature set.
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