MAGAN: Mask Attention Generative Adversarial Network for Liver Tumor CT Image Synthesis

Table 2

Hyperparameters of our model.

Parameter	Value
Initial learning rate	0.0002
Adam momentum	0.5
λ1 in formula (5)	100
λ2 in formula (5)	1
Exponential decay	0.99
Batch_size	1
Epoch	10
Dropout	0.5
Frequency of saving loss value	100
Frequency of saving model	500