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The architecture of the self-defined dSPIC network
| Layer | Configuration |
|---|---|
| Convolution | 11 × 11, 96, S = 4, P = 2 |
| Pooling | MaxPool, 3 × 3, S = 2 |
| Added layer | Attention/residual module |
| Convolution | 5 × 5, 256, S = 1, P = 2 |
| Pooling | MaxPool, 3 × 3, S = 2 |
| Convolution | 3 × 3, 384, S = 1, P = 3 |
| Convolution | 3 × 3, 384, S = 1, P = 3 |
| Convolution | 3 × 3, 256, S = 1, P = 1 |
| Fully connected | 4096 |
| Fully connected | 4096 |
| SoftMax | 3 |
S stride, P padding, MaxPool max pooling
