Python: 3.6
PyTorch: 1.1
Environment: CPU - Intel® Core™ i7-7700HQ CPU @ 2.80GHz × 8, GPU - GeForce GTX 1060/PCIe/SSE2
| Resnet18 | MobileNet v2 | CondenseNet | CondenseNet + Random Erasing | |
|---|---|---|---|---|
| Parameters | 11M | 2M | 0.2M | 0.2M |
| Accuracy | 90.04% | 92.80% | 93.88% | |
| Time(ms) | 5.4 | 16.7 | 18.3 |