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2023-12-18 14:39:04
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title
Home - Elastic
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image
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Elastic
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2025-12-16 03:32:39
raw text
Home - Elastic Skip to main content search Menu Quick Start Docs Wiki GitHub search Press enter to begin your search Close Search Elastic Deep Learning Elastic Deep Learning (EDL) is an LF AI Foundation incubation project designed to help deep learning cloud service providers build cluster cloud services using deep learning frameworks such as PaddlePaddle. The project was originally developed and open-sourced by Baidu and it is licensed under the Apache 2.0 license. EDL includes a Kubernetes controller, PaddlePaddle auto-scaler, which changes the number of processes of distributed jobs to the idle hardware resource in the cluster, and a new fault-tolerable architecture. Get Started Join the Conversation Efficiency Provides parallelism strategies to minimize adjustment overheads. Consistency Accuracy verification on multiple models compared those without scaling. Flexibility Any components can be killed or joined at any time. Easy to Use Few...
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