Table 3 Recognition test error (%) on the CIFAR-10
From: Automatic DNN architecture design using CPSOTJUTT for power system inspection
Gen | Local solver | CPSOTJUTT | ||||||
|---|---|---|---|---|---|---|---|---|
Min% | Max% | Avg% | Med% | Min% | Max% | Avg% | Med% | |
0 | 14.07 | 18.29 | 15.65 | 15.56 | 3.57 | 7.79 | 5.15 | 5.06 |
1 | 14.14 | 16.12 | 15 | 14.9 | 3.58 | 5.55 | 4.46 | 4.35 |
2 | 14.09 | 16.07 | 14.72 | 14.62 | 3.52 | 5.52 | 4.20 | 4.12 |
3 | 14.02 | 16.57 | 14.63 | 14.48 | 3.48 | 6.07 | 4.06 | 3.98 |
5 | 13.81 | 17.40 | 14.69 | 14.43 | 3.21 | 6.89 | 4.13 | 3.93 |
8 | 13.45 | 15.34 | 14.23 | 14.23 | 2.93 | 4.80 | 3.65 | 3.73 |
10 | 13.32 | 16.08 | 14.34 | 14.26 | 2.67 | 5.46 | 3.65 | 3.62 |
20 | 13.21 | 15.10 | 13.61 | 13.26 | 2.04 | 3.78 | 2.76 | 2.71 |
30 | 13.1 | 15.69 | 13.65 | 13.56 | – | – | – | – |
50 | 12.96 | 14.74 | 13.5 | 13.23 | – | – | – | – |
BNA | 1-01|0-01-100|0-11-101-0001 | 1-01|0-01-101|1-01-101-0111 | ||||||