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Benchmarks
Federated Image Classification on SVHN (test) (Efficiency and Convergence Metrics)
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1
Rounds
Proposed
-1.76
16.87
35.5
54.13
Oct 8, 2024
Rounds
Latency (s)
Energy (kJ)
Speedup
Acc Gain (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Rounds
Latency (s)
Energy (kJ)
Speedup
Acc Gain (%)
Proposed
Overlap=0.0, Dirichlet...
2024.10
1
6.9
0.08
-
-
Proposed
Overlap=0.2, Dirichlet...
2024.10
1
6.9
0.08
-
-
Previous (Baseline)
Overlap=0.2, Dirichlet...
2024.10
4
27.5
0.31
4
8
Previous (Baseline)
Overlap=0.0, Dirichlet...
2024.10
5
34.4
0.39
5
11.5
Average (Baseline)
Overlap=0.2, Dirichlet...
2024.10
10
68.9
0.78
10
115
Average (Baseline)
Overlap=0.0, Dirichlet...
2024.10
14
96.4
1.09
14
116.1
Continuous (Baseline)
Overlap=0.0, Dirichlet...
2024.10
52
358.1
4.04
52
395.1
Continuous (Baseline)
Overlap=0.2, Dirichlet...
2024.10
70
482.1
5.44
70
517.6
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