Optimize the Performance of the Neural Network by using a Mini Dataset Processing Method
Jingliang Chen Jingliang Chen,
Chenchen Wu Jingliang Chen,
Shuisheng Chen Chenchen Wu
et al.
Abstract:<p>In the case of traditional methods such as network models and algorithms are highly open source and highly bound to hardware, data processing has become an important method to optimize the performance of neural networks. In this paper, we combine traditional data processing methods and propose a method based on the mini dataset which is strictly randomly divided within the training process; and takes the calculation results of the cross-entropy loss function as the measurement standard, by comparing t… Show more
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