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| Accuracy (best val. loss) | Time taken per epoch | ||
|---|---|---|---|
| ResNet18 | 0.6809 | 8s | |
| ResNet18 + Bag of Tricks | 0.6968 (+2.3%) | 35s | |
| ResNet18 + Mish | 0.7021 (+3.1%) | 13s | |
| ResNet18 + Bag of Tricks + Mish | 0.6915 (+1.6%) | 40s | |
| Deep and Wide ResNet | 0.6879 (+1.0%) | 47s | |
| ResNet18 + Data augmentation | 0.7037 (+3.3%) | 8s |
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