18610995. METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING (SAMSUNG ELECTRONICS CO., LTD.)
METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING
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METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING
This abstract first appeared for US patent application 18610995 titled 'METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING
Original Abstract Submitted
A method and apparatus for training a neural network model are provided. The method of training a neural network model includes storing replay samples selected from among online stream samples in a replay buffer, selecting batch samples from the replay samples based on selection frequencies of the respective replay samples, determining a freeze layer group of the neural network model based on forward propagation of the neural network model using the batch samples, and training the neural network model based on backward propagation of layers not in the freeze layer group.