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Communication Cost on MNIST (Image Classification)

0.001Communication Cost (GB)AsynFLC-EF(top3+Q2b)
-0.015360.095070.20550.31593Apr 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AsynFLC-EF(top3+Q2b)Model=MLP, Target Accuracy=85%2025.040.001
AsynFLC-EF(top3+Q4b)Model=MLP, Target Accuracy=85%2025.040.002
AsynFLC-EF(top6+Q4b)Model=MLP, Target Accuracy=85%2025.040.004
AsynFLC-EF(top3+Q8b)Model=MLP, Target Accuracy=85%2025.040.004
AsynFLC-EF(top10+Q4b)Model=MLP, Target Accuracy=85%2025.040.006
AsynFLC-EF(top3)Model=MLP, Target Accuracy=85%2025.040.02
AsynFLC(top3)Model=MLP, Target Accuracy=85%2025.040.03
AsynFLC-EF(top6)Model=MLP, Target Accuracy=85%2025.040.04
AsynFLC(Q4b)Model=MLP, Target Accuracy=85%2025.040.05
AsynFLC-EF(top10)Model=MLP, Target Accuracy=85%2025.040.05
AsynFLModel=MLP, Target Accuracy=85%2025.040.39
FedBuffModel=MLP, Target Accuracy=85%2025.040.41