Table 5.
Parameters | FCN | IncepNet | ResNet | P-LeNet |
---|---|---|---|---|
Number of hidden Layers | 3 | 3 | 3 | 2 |
Units in hidden layers | 128, 256, 128 | 32, 64, 32 | 128, 256, 128 | 5, 20 |
Batch size | 64 | 64 | 64 | 64 |
Hidden layer activation | relu | linear | relu | relu |
Output activation function | softmax | softmax | softmax | softmax |
Dropout | N/A | N/A | 0.1 | N/A |
Optimizer | Adam | Adam | Adam | Adam |