Table 2.
Shapes of inputs and outputs in each block of the SSL model. In the input and output column, the tuple of two number denotes the width and channels, respectively.
| Type of Module | Input | Output |
|---|---|---|
| Conv block | (640, 8) | (320, 32) |
| Conventional MS block | (320, 32) | (160, 48) |
| Conventional MS block | (160, 48) | (80, 96) |
| Efficient MS block | (80, 96) | (40, 144) |
| Global max-pooling | (40, 144) | (1, 144) |
| Dense | (1, 144) | (1, 12) |