GPU Memory Utilization during Private Training on CIFAR100
40,378Peak GPU Memory Utilization (MiB)DP-SGD
Evaluation results
| Method | Links | |
|---|---|---|
| DP-SGDModel=ResNet-182026.02 | 40,378 | |
| Auto-S/NSGDModel=ResNet-182026.02 | 41,295 | |
| LM-DP-SGDModel=ResNet-182026.02 | 46,578 | |
| DP-PSACModel=ResNet-182026.02 | 413,452 |