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. 2023 Dec 13;13:22130. doi: 10.1038/s41598-023-47266-7

Table 6.

Values of critical hyperparameters in training the EfficientNet-B0 model.

Hyperparameter Value
Number of layers 250
Learning rate 1e−3 for 1–500 epochs
1e−5 for 501–1000 epochs
Optimizer Adam
Batch size 16
Loss function Categorical cross-entropy
Number of epochs 1000