Invention Grant
- Patent Title: Dynamically scaled training fleets for machine learning
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Application No.: US16742768Application Date: 2020-01-14
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Publication No.: US11715033B2Publication Date: 2023-08-01
- Inventor: Leo Parker Dirac , Rakesh Madhavan Nambiar , Avinash Aghoram Ravichandran
- Applicant: Amazon Technologies, Inc.
- Applicant Address: US WA Seattle
- Assignee: Amazon Technologies, Inc.
- Current Assignee: Amazon Technologies, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Kowert, Hood, Munyon, Rankin & Goetzel, P.C.
- Agent Robert C. Kowert
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06F30/20 ; G06N3/08 ; G06N20/00
Abstract:
A first set of execution platforms is deployed for a set of operations of a training phase of a machine learning model. Prior to the completion of the training phase, a triggering condition for deployment of a different set of execution platforms is detected. The different set of execution platforms is deployed for a subsequent set of training phase operations.
Public/Granted literature
- US20200151606A1 DYNAMICALLY SCALED TRAINING FLEETS FOR MACHINE LEARNING Public/Granted day:2020-05-14
Information query
