Layers | Formula | Activation Shape | Activation Size | Number of Parameters |
INPUT |
| (32, 32, 1) | 1024 | 0 |
CONV1 (f = 3, s = 1) |
| (32, 32, 8) | 8192 | 80 |
POOL1 |
| (16, 16, 8) | 2048 | 0 |
CONV2 (f = 3, s = 1) |
| (16, 16, 16) | 4096 | 1168 |
POOL2 |
| (8, 8, 16) | 1024 | 0 |
CONV3 (f = 3, s = 1) |
| (8, 8, 32) | 2048 | 4640 |
POOL3 |
| (4, 4, 32) | 512 | 0 |
FC4 |
| (120, 1) | 120 | 61,560 |
SOFTMAX |
| (60, 1) | 60 | 7260 |