type | filter | kernel | stride | pad | input | output | dropput |
input |
|
|
|
|
| 42 × 42 × 1 |
|
convolution 1 | 16 | 3 × 3 | 1 | 1 | 42 × 42 × 1 | 42 × 42 × 16 |
|
convolution 2 | 32 | 3 × 3 | 1 | 1 | 42 × 42 × 16 | 42 × 42 × 32 |
|
pooling 1 |
| 3 × 3 | 2 |
| 42 × 42 × 32 | 21 × 21 × 32 |
|
convolution 3 | 32 | 4 × 4 | 1 | 1 | 21 × 21 × 32 | 20 × 20 × 32 |
|
pooling 2 |
| 3 × 3 | 2 |
| 20 × 20 × 32 | 10 × 10 × 32 |
|
convolution 4 | 32 | 3 × 3 | 1 | 1 | 10 × 10 × 32 | 10 × 10 × 32 |
|