Image Classification on FMNIST (Communication Cost)
0.001Communication Cost (GB)AsynFLC-EF(top3+Q2b)
Evaluation Results
| Method | Links | |
|---|---|---|
| AsynFLC-EF(top3+Q2b)Model=MLP, Target Accuracy=75%2025.04 | 0.001 | |
| AsynFLC-EF(top3+Q4b)Model=MLP, Target Accuracy=75%2025.04 | 0.002 | |
| AsynFLC-EF(top6+Q4b)Model=MLP, Target Accuracy=75%2025.04 | 0.004 | |
| AsynFLC-EF(top3+Q8b)Model=MLP, Target Accuracy=75%2025.04 | 0.005 | |
| AsynFLC-EF(top10+Q4b)Model=MLP, Target Accuracy=75%2025.04 | 0.007 | |
| AsynFLC-EF(top3)Model=MLP, Target Accuracy=75%2025.04 | 0.02 | |
| AsynFLC-EF(top10)Model=MLP, Target Accuracy=75%2025.04 | 0.05 | |
| AsynFLC(top3)Model=MLP, Target Accuracy=75%2025.04 | 0.05 | |
| AsynFLC(Q4b)Model=MLP, Target Accuracy=75%2025.04 | 0.06 | |
| AsynFLC-EF(top6)Model=MLP, Target Accuracy=75%2025.04 | 0.06 | |
| FedBuffModel=MLP, Target Accuracy=75%2025.04 | 0.48 | |
| AsynFLModel=MLP, Target Accuracy=75%2025.04 | 0.48 |