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. 2017 Jul 5;2017:2917536. doi: 10.1155/2017/2917536

Table 2.

The hyperparameters of training.

Parameters Learning from scratch Transfer learning
Training fully connected layers Fine-tuning
Training algorithm SGD RMSP SGD
Learning rate 0.01 0.01 0.0001
Batch size 32
Early stopping 10 epochs