Table 2.

CNN hyperparameters used in this study.

Solver type	Stochastic gradient descent
Initial learning rate	1 × 10−4
Learning rate schedule	Piecewise: decreases by factor of 0.1 every 10 epochs
Batch size	32
Momentum	0.9
Loss function	Cross entropy
L2 regularization	1 × 10−4