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Network parameter configuration.
| Layers | Input | Kernel number | Kernel size | Stride | Pad | Output | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| W | H | D | W | H | D | |||||
| Input | 28 | 28 | 1 | |||||||
| conv1 | 28 | 28 | 1 | 6 | 5 | 1 | 0 | 24 | 24 | 6 |
| cccp1 | 24 | 24 | 6 | 6 | 1 | 1 | 0 | 24 | 24 | 6 |
| cccp2 | 24 | 24 | 6 | 6 | 1 | 1 | 0 | 24 | 24 | 6 |
| maxpool1 | 24 | 24 | 6 | 2 | 2 | 0 | 12 | 12 | 6 | |
| conv2 | 12 | 12 | 6 | 12 | 5 | 1 | 0 | 8 | 8 | 12 |
| cccp3 | 8 | 8 | 12 | 12 | 1 | 1 | 0 | 8 | 8 | 12 |
| cccp4 | 8 | 8 | 12 | 12 | 1 | 1 | 0 | 8 | 8 | 12 |
| avgpool2 | 8 | 8 | 12 | 2 | 2 | 0 | 4 | 4 | 12 | |
| conv3 | 4 | 4 | 24 | 24 | 4 | 1 | 0 | 1 | 1 | 24 |
| cccp5 | 1 | 1 | 24 | 24 | 1 | 1 | 0 | 1 | 1 | 24 |
| cccp6 | 1 | 1 | 24 | 2 | 1 | 1 | 0 | 1 | 1 | 2 |
| Avgpool3 | 1 | 1 | 2 | 2 | 2 | 0 | 1 | 1 | 2 | |
| Softmax-loss | 1 | 1 | 2 | 1 | 1 | 2 | ||||
