Table 4 Optima performances by CPSOTJUTT on CIFAR-10 dataset
From: Automatic DNN architecture design using CPSOTJUTT for power system inspection
Optimal index | Train error (%) | Test error (%) | Distance to Tier-0 |
|---|---|---|---|
Tier-0(ep 100) | 2.54 | 2.85 | 0 |
Tier-0(ep 200) | 2.01 | 2.36 | 0.42 |
Tier-1 (#1) | 1.77 | 2.13 | 8.24 |
Tier-1 (#2) | 1.90 | 2.17 | 8.20 |
Tier-1 (#3) | 1.91 | 2.24 | 7.58 |
Tier-1 (#4) | 1.93 | 2.39 | 1.13 |
Tier-1 (#5) | 1.92 | 2.38 | 0.98 |
Tier-1 (#6) | 1.99 | 2.21 | 7.95 |
Tier-1 (#7) | 1.96 | 2.32 | 1.00 |
Tier-1 (#8) | 1.93 | 2.16 | 7.89 |
Tier-1 (#9) | 2.00 | 2.23 | 7.18 |
Tier-1 (#10) | 2.05 | 2.32 | 8.00 |
Best Percentage Improvement | 0.77% | 0.72% | – |