Systems and methods for distributed training of deep learning models
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United States of America Patent
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Sep 26, 2023
Grant Date -
Apr 27, 2023
app pub date -
Dec 21, 2022
filing date -
Aug 19, 2016
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Abstract
Systems and methods for distributed training of deep learning models are disclosed. An example local device to train deep learning models includes a reference generator to label input data received at the local device to generate training data, a trainer to train a local deep learning model and to transmit the local deep learning model to a server that is to receive a plurality of local deep learning models from a plurality of local devices, the server to determine a set of weights for a global deep learning model, and an updater to update the local deep learning model based on the set of weights received from the server.
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