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. Author manuscript; available in PMC: 2022 Jul 1.
Published in final edited form as: IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Jun 29;68(7):2370–2385. doi: 10.1109/TUFFC.2021.3064303

TABLE I.

Hyperparameter search space

Hyperparameter Values
Batch Size 10–1000
Number of Hidden Layers 1–7
Layer Width 520–1040
Input Gaussian Noise True or False
Input Dropout Probability 0–0.5
Hidden Node Dropout Probability 0–0.5
Batch Norm True or False
Loss Function L1, L2, Smooth L1
Weight Decay 0, 0.0001, 0.001