Table 2 Hyperparameter grid search
From: Real-time concrete strength monitoring using piezoelectric sensors and deep learning
Hyperparameter | Values Searched |
|---|---|
Learning Rate | 0.00001, 0.00005, 0.0001, 0.001, 0.01 |
Optimizer | Adam, SGD |
Batch Size | 16, 32, 64, 128 |
Conv1 Out Channels | 16, 32, 64, 128 |
Conv2 Out Channels | 16, 32, 64, 128 |
Linear1 Out Features | 16, 32, 64, 128 |
Linear2 Out Features | 16, 32, 64, 128 |
