Table 6. The selected RNN architecture. 4 bidirectional layers are utilized with two operating vertically and two horizontally. Each layer contains 16 filters per pass for a total of 32 filters each.
Layer Architecture | Receptive Field | Filters (/ pass) |
---|---|---|
Vertical Bidirectional | 1x1 | 16 |
Horizontal Bidirectional | 1x1 | 16 |
Vertical Bidirectional | 2x2 | 16 |
Horizontal Bidirectional | 2x2 | 16 |