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AUTOMATED AND ADAPTIVE DESIGN AND TRAINING OF NEURAL NETWORKS
AUTOMATED AND ADAPTIVE DESIGN AND TRAINING OF NEURAL NETWORKS
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机译:神经网络的自动化和自适应设计和培训
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摘要
Systems and methods are described for developing and using neural network models. An example method of training a neural network includes: oscillating a learning rate while performing a preliminary training of a neural network; determining, based on the preliminary training, a number of training epochs to perform for a subsequent training session; and training the neural network using the determined number of training epochs. The systems and methods can be used to build neural network models that efficiently and accurately handle heterogeneous data.
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