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accuracies.txt
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19.01.:
60 Epochen: (4 Clients)
mit Relu ohne Relu
Central: 77.90% 77.06%
1 Com-Round: 60.94% 60.89%
2 Com-Rounds: 67.50% 67.89%
3 Com-Rounds: 67.88% 68.67%
4 Com-Rounds: 68.97% 69.14%
5 Com-Rounds: 68.15% 69.42%
6 Com-Rounds: 69.03% 69.19%
10 Com-Rounds: 68.27%
12 Com-Rounds: 68.60%
15 Com-Rounds: 68.99%
300 Epochen:
Central: 79.97%
1 Com-Round: 50.45%
2 Com-Rounds: 71.20%
3 Com-Rounds: 73.56%
4 Com-Rounds: /
5 Com-Rounds: 75.34%
6 Com-Rounds: /
10 Com-Rounds: 75.80%
12 Com-Rounds: /
15 Com-Rounds: 76.52%
30 Com-Rounds: 77.73%
50 Com-Rounds: 77.73%
75 Com-Rounds: 77.59%
Central: 79.65%
100 Com-Rounds: 77.85%
26.01.:
Num of clients:2
Central: 77.60%
1 Com-Round: 67.51%
2 Com-Rounds: 73.44%
3 Com-Rounds: 74.05%
4 Com-Rounds: 74.49%
5 Com-Rounds: 74.31%
6 Com-Rounds: 74.66%
10 Com-Rounds: 74.64%
Num of clients:8
Central: 77.56%
1 Com-Round: 54.52%
2 Com-Rounds: 60.44%
3 Com-Rounds: 61.56%
4 Com-Rounds: 61.98%
5 Com-Rounds: 61.99%
6 Com-Rounds: 61.92%
10 Com-Rounds: 61.85%
Aggregation: layer
Central: 77.90%
layer conv1
1 Com-Round: 52.67%
2 Com-Rounds: 61.47%
3 Com-Rounds: 63.27%
4 Com-Rounds: 64.31%
5 Com-Rounds: 64.00%
6 Com-Rounds: 63.82%
layer fc1
1 Com-Round: 17.67%
2 Com-Rounds: 25.42%
3 Com-Rounds: 25.23%
4 Com-Rounds: 26.18%
5 Com-Rounds: 23.29%
6 Com-Rounds: 27.59%
layer conv1 + fc1
1 Com-Round: 13.19%
2 Com-Rounds: 22.46%
3 Com-Rounds: 22.41%
4 Com-Rounds: 20.08%
5 Com-Rounds: 23.66%
6 Com-Rounds: 21.57%
Aggregation: mask
Central: 77.90%
mask 33%
1 Com-Round: 16.82%
2 Com-Rounds: 32.57%
3 Com-Rounds: 42.17%
4 Com-Rounds: 45.21%
5 Com-Rounds: 52.59%
6 Com-Rounds: 57.74%
mask 50%
1 Com-Round: 27.94%
2 Com-Rounds: 49.67%
3 Com-Rounds: 57.95%
4 Com-Rounds: 60.16%
5 Com-Rounds: 62.06%
6 Com-Rounds: 62.32%
mask 67%
1 Com-Round: 39.63%
2 Com-Rounds: 59.14%
3 Com-Rounds: 64.65%
4 Com-Rounds: 64.16%
5 Com-Rounds: 65.31%
6 Com-Rounds: 65.17%