Table 3.
Hyperparameter | Settings |
Optimizer | SGD (Stochastic Gradient Descent) |
Pooling method | Max-pooling |
Activation function | ReLU (Rectifier Linear Unit) |
Loss function | Cross-Entropy |
Batch-size | 8 |
Learning rate | 0.001 |
Momentum | 0.5 |
Hyperparameter | Settings |
Optimizer | SGD (Stochastic Gradient Descent) |
Pooling method | Max-pooling |
Activation function | ReLU (Rectifier Linear Unit) |
Loss function | Cross-Entropy |
Batch-size | 8 |
Learning rate | 0.001 |
Momentum | 0.5 |