Overview Table
Rank | Optimizer | Final Test Accuracy | Best Test Accuracy | Final Train Accuracy | Best Train Accuracy | Final Test Loss | Best Test Loss | Final Train Loss | Best Train Loss | Speed |
---|---|---|---|---|---|---|---|---|---|---|
1 | Adam | 84.75% | 84.75% | 89.65% | 89.65% | 0.74 | 0.74 | 0.58 | 0.58 | 36.0 |
2 | Momentum | 84.41% | 84.57% | 91.21% | 91.21% | 0.79 | 0.77 | 0.55 | 0.55 | 40.7 |
3 | SGD | 83.71% | 84.01% | 90.29% | 90.46% | 0.86 | 0.84 | 0.64 | 0.63 | 42.5 |