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公开(公告)号：US20240221730A1
公开(公告)日：2024-07-04
申请号：US18420937
申请日：2024-01-24
Applicant: Amazon Technologies, Inc.
Inventor： Rahul Gupta , Christophe Dupuy , Jacob Ryan Stolee , Clement Chung
Abstract: Techniques for partially processing an input on a device and completing processing at a remote system are provided. The device may process an input using an on-device machine learning (ML) model, and determine to cease processing at an intermediary node of the (ML) model based on the output of the intermediary node. Based on the output of the intermediary node satisfying a condition, the device may use the output of the intermediary node to generate an output responsive to the input. Conversely, if the output of the intermediary node does not satisfy a condition, the device may send the output of the intermediary node to the remote system, so the remote system can use another machine learning model to complete processing with respect to the input.
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公开(公告)号：US11900921B1
公开(公告)日：2024-02-13
申请号：US17080189
申请日：2020-10-26
Applicant: Amazon Technologies, Inc.
Inventor： Rahul Gupta , Christophe Dupuy , Jacob Ryan Stolee , Clement Chung
Abstract: Techniques for partially processing an input on a device and completing processing at a remote system are provided. The device may process an input using an on-device machine learning (ML) model, and determine to cease processing at an intermediary node of the (ML) model based on the output of the intermediary node. Based on the output of the intermediary node satisfying a condition, the device may use the output of the intermediary node to generate an output responsive to the input. Conversely, if the output of the intermediary node does not satisfy a condition, the device may send the output of the intermediary node to the remote system, so the remote system can use another machine learning model to complete processing with respect to the input.
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