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SYSTEMS AND METHODS FOR DISTRIBUTED TRAINING OF DEEP LEARNING MODELS
SYSTEMS AND METHODS FOR DISTRIBUTED TRAINING OF DEEP LEARNING MODELS
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机译:深度学习模型分布式培训的系统和方法
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摘要
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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