A Federated Learning Adaptive Gradient Quantization Method
A quantification method and adaptive technology, applied in the direction of integrated learning, adjustment of transmission mode, network traffic/resource management, etc., which can solve the problems of large difference in communication time between fast and slow nodes, decreased model accuracy, and slowed down the training process.
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[0072] Wherein, for the round-up operation.
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[0083] Q
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[0095] Among them, is the aggregation gradient, N is the number of working nodes, k is the working node, and is the working node k after quantization
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[0103] The present invention refers to processes of methods, apparatus (systems), and computer program products according to embodiments of the present invention
[0107] Those of ordinary skill in the art will appreciate that the embodiments described herein are intended to assist the reader in understanding the present invention
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