├── FL_client.py ├── FL_server.py ├── Figures ├── CML_1.png ├── CML_1_IID_20.png ├── CML_Sorted.PNG ├── CML_Sorted_20.png ├── CML_Sorted_20_1.png ├── CML_Sorted_20_2.png ├── CML_niid_20.png ├── CML_niid_20_2.png ├── FL_C1_1.png ├── FL_C2_1.png ├── FL_IID_C1_20.png ├── FL_IID_C2_20.png ├── FL_NonIID_C1_20.png ├── FL_NonIID_C2_20.png ├── FL_Sorted_C1_20.png ├── FL_Sorted_C1_20_60000.png ├── FL_Sorted_C2_20.png └── FL_Sorted_C2_20_60000.png ├── MNIST ├── Global_model_dist.py ├── Models │ ├── Client_1 │ │ ├── Global models │ │ │ ├── Client_1_8_5_2021_10_35_47.pth │ │ │ ├── Server_8_5_2021_10_36_33.pth │ │ │ ├── Server_8_5_2021_10_37_19.pth │ │ │ ├── Server_8_5_2021_10_37_56.pth │ │ │ ├── Server_8_5_2021_10_38_35.pth │ │ │ ├── Server_8_5_2021_10_39_14.pth │ │ │ ├── Server_8_5_2021_10_39_55.pth │ │ │ ├── Server_8_5_2021_10_40_35.pth │ │ │ ├── Server_8_5_2021_10_41_16.pth │ │ │ ├── Server_8_5_2021_10_41_56.pth │ │ │ ├── Server_8_5_2021_10_42_36.pth │ │ │ ├── Server_8_5_2021_10_43_17.pth │ │ │ ├── Server_8_5_2021_10_44_10.pth │ │ │ ├── Server_8_5_2021_10_44_50.pth │ │ │ ├── Server_8_5_2021_10_45_30.pth │ │ │ ├── Server_8_5_2021_10_46_11.pth │ │ │ ├── Server_8_5_2021_10_46_55.pth │ │ │ ├── Server_8_5_2021_10_47_51.pth │ │ │ ├── Server_8_5_2021_10_48_41.pth │ │ │ └── Server_8_5_2021_10_49_29.pth │ │ └── Trained local models │ │ │ ├── Trained_8_5_2021_10_36_33.pth │ │ │ ├── Trained_8_5_2021_10_37_19.pth │ │ │ ├── Trained_8_5_2021_10_37_56.pth │ │ │ ├── Trained_8_5_2021_10_38_35.pth │ │ │ ├── Trained_8_5_2021_10_39_14.pth │ │ │ ├── Trained_8_5_2021_10_39_55.pth │ │ │ ├── Trained_8_5_2021_10_40_35.pth │ │ │ ├── Trained_8_5_2021_10_41_16.pth │ │ │ ├── Trained_8_5_2021_10_41_56.pth │ │ │ ├── Trained_8_5_2021_10_42_36.pth │ │ │ ├── Trained_8_5_2021_10_43_16.pth │ │ │ ├── Trained_8_5_2021_10_44_10.pth │ │ │ ├── Trained_8_5_2021_10_44_50.pth │ │ │ ├── Trained_8_5_2021_10_45_30.pth │ │ │ ├── Trained_8_5_2021_10_46_11.pth │ │ │ ├── Trained_8_5_2021_10_46_55.pth │ │ │ ├── Trained_8_5_2021_10_47_51.pth │ │ │ ├── Trained_8_5_2021_10_48_41.pth │ │ │ ├── Trained_8_5_2021_10_49_29.pth │ │ │ └── Trained_8_5_2021_10_50_21.pth │ ├── Client_2 │ │ ├── Global models │ │ │ ├── Client_2_8_5_2021_10_35_51.pth │ │ │ ├── Server_8_5_2021_10_36_47.pth │ │ │ ├── Server_8_5_2021_10_37_27.pth │ │ │ ├── Server_8_5_2021_10_38_4.pth │ │ │ ├── Server_8_5_2021_10_38_42.pth │ │ │ ├── Server_8_5_2021_10_39_22.pth │ │ │ ├── Server_8_5_2021_10_40_2.pth │ │ │ ├── Server_8_5_2021_10_40_43.pth │ │ │ ├── Server_8_5_2021_10_41_24.pth │ │ │ ├── Server_8_5_2021_10_42_4.pth │ │ │ ├── Server_8_5_2021_10_42_44.pth │ │ │ ├── Server_8_5_2021_10_43_28.pth │ │ │ ├── Server_8_5_2021_10_44_17.pth │ │ │ ├── Server_8_5_2021_10_44_57.pth │ │ │ ├── Server_8_5_2021_10_45_37.pth │ │ │ ├── Server_8_5_2021_10_46_19.pth │ │ │ ├── Server_8_5_2021_10_47_2.pth │ │ │ ├── Server_8_5_2021_10_47_59.pth │ │ │ ├── Server_8_5_2021_10_48_49.pth │ │ │ └── Server_8_5_2021_10_49_36.pth │ │ └── Trained local models │ │ │ ├── Trained_8_5_2021_10_36_47.pth │ │ │ ├── Trained_8_5_2021_10_37_27.pth │ │ │ ├── Trained_8_5_2021_10_38_3.pth │ │ │ ├── Trained_8_5_2021_10_38_42.pth │ │ │ ├── Trained_8_5_2021_10_39_22.pth │ │ │ ├── Trained_8_5_2021_10_40_2.pth │ │ │ ├── Trained_8_5_2021_10_40_43.pth │ │ │ ├── Trained_8_5_2021_10_41_24.pth │ │ │ ├── Trained_8_5_2021_10_42_4.pth │ │ │ ├── Trained_8_5_2021_10_42_44.pth │ │ │ ├── Trained_8_5_2021_10_43_28.pth │ │ │ ├── Trained_8_5_2021_10_44_17.pth │ │ │ ├── Trained_8_5_2021_10_44_57.pth │ │ │ ├── Trained_8_5_2021_10_45_37.pth │ │ │ ├── Trained_8_5_2021_10_46_19.pth │ │ │ ├── Trained_8_5_2021_10_47_2.pth │ │ │ ├── Trained_8_5_2021_10_47_59.pth │ │ │ ├── Trained_8_5_2021_10_48_49.pth │ │ │ ├── Trained_8_5_2021_10_49_36.pth │ │ │ └── Trained_8_5_2021_10_50_28.pth │ └── Server │ │ └── Global models │ │ ├── Client_1_initial_8_5_2021_10_35_47.pth │ │ ├── Client_2_initial_8_5_2021_10_35_51.pth │ │ ├── Global model_8_5_2021_10_36_33.pth │ │ ├── Global model_8_5_2021_10_36_47.pth │ │ ├── Global model_8_5_2021_10_37_19.pth │ │ ├── Global model_8_5_2021_10_37_27.pth │ │ ├── Global model_8_5_2021_10_37_56.pth │ │ ├── Global model_8_5_2021_10_38_35.pth │ │ ├── Global model_8_5_2021_10_38_4.pth │ │ ├── Global model_8_5_2021_10_38_42.pth │ │ ├── Global model_8_5_2021_10_39_14.pth │ │ ├── Global model_8_5_2021_10_39_22.pth │ │ ├── Global model_8_5_2021_10_39_55.pth │ │ ├── Global model_8_5_2021_10_40_2.pth │ │ ├── Global model_8_5_2021_10_40_35.pth │ │ ├── Global model_8_5_2021_10_40_43.pth │ │ ├── Global model_8_5_2021_10_41_16.pth │ │ ├── Global model_8_5_2021_10_41_24.pth │ │ ├── Global model_8_5_2021_10_41_56.pth │ │ ├── Global model_8_5_2021_10_42_36.pth │ │ ├── Global model_8_5_2021_10_42_4.pth │ │ ├── Global model_8_5_2021_10_42_44.pth │ │ ├── Global model_8_5_2021_10_43_16.pth │ │ ├── Global model_8_5_2021_10_43_28.pth │ │ ├── Global model_8_5_2021_10_44_10.pth │ │ ├── Global model_8_5_2021_10_44_17.pth │ │ ├── Global model_8_5_2021_10_44_50.pth │ │ ├── Global model_8_5_2021_10_44_57.pth │ │ ├── Global model_8_5_2021_10_45_30.pth │ │ ├── Global model_8_5_2021_10_45_37.pth │ │ ├── Global model_8_5_2021_10_46_11.pth │ │ ├── Global model_8_5_2021_10_46_19.pth │ │ ├── Global model_8_5_2021_10_46_55.pth │ │ ├── Global model_8_5_2021_10_47_2.pth │ │ ├── Global model_8_5_2021_10_47_51.pth │ │ ├── Global model_8_5_2021_10_47_59.pth │ │ ├── Global model_8_5_2021_10_48_41.pth │ │ ├── Global model_8_5_2021_10_48_49.pth │ │ ├── Global model_8_5_2021_10_49_29.pth │ │ └── Global model_8_5_2021_10_49_36.pth ├── NN.py ├── NN_NIID.py ├── NN_NIID_sorted_1.py ├── NN_NIID_sorted_2.py ├── NN_NIID_sorted_all.py ├── call_complete.py ├── call_complete_1.py ├── client_1.py ├── client_1_fixed_e.py ├── client_1_fixed_e_NIID.py ├── client_1_fixed_e_SORTED.py ├── client_1_fixed_e_SORTED_60000.py ├── client_2.py ├── client_2_fixed_e.py ├── client_2_fixed_e_NIID.py ├── client_2_fixed_e_SORTED.py ├── 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