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 | Momentum | 60.33% | 60.83% | 69.25% | 70.25% | 2.29 | 2.24 | 1.79 | 1.75 | 72.8 |
2 | SGD | 57.06% | 57.77% | 68.48% | 69.31% | 2.39 | 2.36 | 1.74 | 1.70 | 128.7 |
3 | Adam | 56.15% | 56.41% | 60.89% | 61.52% | 2.13 | 2.12 | 1.83 | 1.81 | 152.6 |