Model Training on CIFAR-100 (IID)
2,179.92Training Delay (minutes)Proposed
Evaluation Results
| Method | Links | |
|---|---|---|
| ProposedModel=ResNet502025.06 | 2,179.92 | |
| ProposedModel=DenseNet1212025.06 | 2,341.6 | |
| ProposedModel=GoogLeNet2025.06 | 2,489.61 | |
| ProposedModel=ResNet182025.06 | 2,499.24 | |
| OSSModel=ResNet502025.06 | 2,790.26 | |
| OSSModel=DenseNet1212025.06 | 3,002.23 | |
| RegressionModel=ResNet502025.06 | 3,113.14 | |
| OSSModel=ResNet182025.06 | 3,127.26 | |
| Device-onlyModel=ResNet502025.06 | 3,187.27 | |
| OSSModel=GoogLeNet2025.06 | 3,201.44 | |
| RegressionModel=DenseNet1212025.06 | 3,374.06 | |
| Device-onlyModel=ResNet182025.06 | 3,407.3 | |
| Device-onlyModel=DenseNet1212025.06 | 3,420.54 | |
| RegressionModel=ResNet182025.06 | 3,440.95 | |
| Device-onlyModel=GoogLeNet2025.06 | 3,851.6 | |
| RegressionModel=GoogLeNet2025.06 | 3,911.03 |