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Image Classification on FMNIST (Communication Cost)

0.001Communication Cost (GB)AsynFLC-EF(top3+Q2b)
-0.018160.111170.24050.36983Apr 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AsynFLC-EF(top3+Q2b)Model=MLP, Target Accuracy=75%2025.040.001
AsynFLC-EF(top3+Q4b)Model=MLP, Target Accuracy=75%2025.040.002
AsynFLC-EF(top6+Q4b)Model=MLP, Target Accuracy=75%2025.040.004
AsynFLC-EF(top3+Q8b)Model=MLP, Target Accuracy=75%2025.040.005
AsynFLC-EF(top10+Q4b)Model=MLP, Target Accuracy=75%2025.040.007
AsynFLC-EF(top3)Model=MLP, Target Accuracy=75%2025.040.02
AsynFLC-EF(top10)Model=MLP, Target Accuracy=75%2025.040.05
AsynFLC(top3)Model=MLP, Target Accuracy=75%2025.040.05
AsynFLC(Q4b)Model=MLP, Target Accuracy=75%2025.040.06
AsynFLC-EF(top6)Model=MLP, Target Accuracy=75%2025.040.06
FedBuffModel=MLP, Target Accuracy=75%2025.040.48
AsynFLModel=MLP, Target Accuracy=75%2025.040.48