

---------------------------------------------------

{'train_test': True, 'train_portion': 0.5, 'n_clients': 10, 'dp_activate': False, 'aggreg_algo': 'FedAvg', 'Tl': True}
5
0.5281929347826086


---------------------------------------------------



---------------------------------------------------

{'train_test': True, 'train_portion': 0.5, 'n_clients': 10, 'dp_activate': False, 'aggreg_algo': 'FedAvg', 'Tl': True}
10
0.48484848484848486


---------------------------------------------------



---------------------------------------------------

{'n_clients': 5, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
30
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---------------------------------------------------



---------------------------------------------------

{'n_clients': 10, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
30
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---------------------------------------------------



---------------------------------------------------

{'n_clients': 5, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
1
[0.520206508467378, 0.51779104953018]


---------------------------------------------------



---------------------------------------------------

{'n_clients': 5, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
1
[0.5240384615384615, 0.5292353479853479]


---------------------------------------------------



---------------------------------------------------

{'n_clients': 10, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
1
[0.5, 0.5]


---------------------------------------------------



---------------------------------------------------

{'n_clients': 30, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
1
[0.5, 0.5]


---------------------------------------------------



---------------------------------------------------

{'n_clients': 5, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'n_clients': 10, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'n_clients': 30, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'Tl': True, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
50
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---------------------------------------------------



---------------------------------------------------

{'Tl': True, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
1
[0.48893229166666674, 0.48893229166666674]


---------------------------------------------------



---------------------------------------------------

{'Tl': False, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
1
[0.6960648148148147, 0.6973668981481482]


---------------------------------------------------



---------------------------------------------------

{'Tl': False, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
1
[0.3741113053613053, 0.6456293706293706]


---------------------------------------------------



---------------------------------------------------

{'Tl': True, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
50
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---------------------------------------------------



---------------------------------------------------

{'Tl': False, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
50
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---------------------------------------------------



---------------------------------------------------

{'aggreg_algo': 'FedYogi', 'train_test': True, 'train_portion': 0.7, 'n_clients': 10, 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'aggreg_algo': 'FedYogi', 'train_test': True, 'train_portion': 0.7, 'n_clients': 10, 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'aggreg_algo': 'FedAdagrad', 'train_test': True, 'train_portion': 0.7, 'n_clients': 10, 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'aggreg_algo': 'FedAdam', 'train_test': True, 'train_portion': 0.7, 'n_clients': 10, 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'aggreg_algo': 'FedAvg', 'train_test': True, 'train_portion': 0.7, 'n_clients': 10, 'dp_activate': False, 'Tl': True}
50
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---------------------------------------------------



---------------------------------------------------

{'Tl': False, 'train_test': True, 'train_portion': 0.7, 'aggreg_algo': 'FedAvg', 'dp_activate': False, 'n_clients': 10}
50
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---------------------------------------------------



---------------------------------------------------

{'dp_activate': False, 'n_clients': 10, 'train_test': True, 'train_portion': 0.5, 'aggreg_algo': 'FedAdagrad', 'Tl': True}
50
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---------------------------------------------------

