| Layers | Filters | Size | OutPut size |
| Convolutional | 32 | K = 3, S = 1, = 1 | 416 × 416 × 32 | Convolutional | 64 | K = 3, S = 2, = 1 | 208 × 208 × 64 | Convolutional | 32 | K = 1, S = 1, = 0 | 208 × 208 × 32 | SGEResidual | 64 | K = 3, S = 1, = 1 | 208 × 208 × 64 | Convolutional | 128 | K = 3, S = 2, = 1 | 104 × 104 × 128 | 2×Convolutional | 64 | K = 1, S = 1, = 0 | 104 × 104 × 64 | 2×SGEResidual | 128 | K = 3, S = 1, = 1 | 104 × 104 × 128 | Convolutional | 256 | K = 3, S = 2, = 1 | 52 × 52 × 256 | 8×Convolutional | 128 | K = 1, S = 1, = 0 | 52 × 52 × 128 | 8×SGEResidual | 256 | K = 3, S = 1, = 1 | 52 × 52 × 256 | Convolutional | 512 | K = 3, S = 2, = 1 | 26 × 26 × 512 | 8×Convolutional | 256 | K = 1, S = 1, = 0 | 26 × 26 × 256 | 8×SGEReSidual | 512 | K = 3, S = 1, = 1 | 26 × 26 × 512 | Convolutional | 1024 | K = 3, S = 2, = 1 | 13 × 13 × 1024 | 4×Convolutional | 512 | K = 1, S = 1, = 0 | 13 × 13 × 512 | 4×SGEReSidual | 1024 | K = 3, S = 1, = 1 | 13 × 13 × 1024 |
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