Table A2.
Different sets of operators in the branches of reconstructed CNN.
| SOP1 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | N_3 × 3_8 | Sep_3 × 3 |
| C_3 × 3 | C_3 × 3_2 | C_3 × 3_4 | Dil_5 × 5 | Sep_5 × 5 |
| SOP2 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Sep_5 × 5 | Dil_3 × 3 |
| N_3 × 3_8 | N_3 × 3_16 | Sep_3 × 3 | Sep_7x7 | Dil_5 × 5 |
| SOP3 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Sep_res_3 × 3 | Sep_3 × 3 |
| Fire | C_3 × 3 | C_3 × 3_2 | Sep_res_5 × 5 | Sep_5 × 5 |
| SOP4 | ||||
| Fire | C_3 × 3_2 | Sep_res_3 × 3_4 | Sep_res_5 × 5_4 | |
| C_3 × 3_4 | N_3 × 3 | Dil_res_3 × 3_4 | Dil_res_5 × 5_4 | |
| SOP5 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Sep_res_3 × 3 | Dil_res_3 × 3 |
| Fire | C_3 × 3 | C_3 × 3_2 | Sep_res_5 × 5 | Dil_res_5 × 5 |
| SOP6 | ||||
| Fire | C_3 × 3_16 | Sep_res_5 × 5_8 | Sep_5 × 5_8 | |
| C_3 × 3_8 | N_3 × 3_16 | Dil_res_5 × 5_8 | Dil_5 × 5_8 | |
| SOP7 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Dil_res_5 × 5 | |
| Fire | C_3 × 3 | C_3 × 3_2 | Sep_res_5 × 5 | |
| SOP8 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Dil_res_5 × 5_8 | |
| Fire | C_3 × 3_4 | C_3 × 3_8 | Sep_res_5 × 5_8 | |
| SOP9 | ||||
| N_3 × 3 | N_3 × 3_2 | N_3 × 3_4 | Dil_3 × 3 | |
| Fire | Dil_5 × 5 | Sep_3 × 3 | Sep_5 × 5 | |
| SOP10 | ||||
| N_1 × 1 | N_1 × 1_2 | N_1 × 1_4 | N_1 × 1_8 | |
| C_3 × 3_4 | N_3 × 3_4 | N_3 × 3_8 | Fire | |