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Benchmarks
Federated Learning on CIFAR-10 (train)
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9.82
Time per Round (s)
FedAvg
9.6568
10.7584
11.86
12.9616
Sep 27, 2024
Time per Round (s)
Cost Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
Time per Round (s)
Cost Ratio
FedAvg
Backbone=LeNet, Iterat...
2024.09
9.82
1
SCAFFOLD
Backbone=LeNet, Iterat...
2024.09
11.42
1.16
A-FedPD
Backbone=LeNet, Iterat...
2024.09
11.71
1.19
FedDyn
Backbone=LeNet, Iterat...
2024.09
11.76
1.19
FedSAM
Backbone=LeNet, Iterat...
2024.09
12.53
1.27
FedSpeed
Backbone=LeNet, Iterat...
2024.09
13.61
1.38
A-FedPDSAM
Backbone=LeNet, Iterat...
2024.09
13.9
1.41
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