1 line
1.9 KiB
Plaintext
1 line
1.9 KiB
Plaintext
{'Role': 'Server #', 'Round': 'Final', 'Results_raw': {'client_individual': {'val_loss': 5.238725185394287, 'test_loss': 17.950311183929443, 'test_avg_loss': 2.708130359649658, 'test_acc': 0.0, 'test_correct': 0.0, 'test_total': 6.0, 'val_avg_loss': 2.6193625926971436, 'val_acc': 0.0, 'val_correct': 0.0, 'val_total': 2.0}, 'client_summarized_weighted_avg': {'val_loss': 10361.154511773455, 'test_loss': 10359.547692727205, 'test_avg_loss': 3.1455610840108745, 'test_acc': 0.145601542402761, 'test_correct': 120.96460176991151, 'test_total': 830.79203539823, 'val_avg_loss': 3.152980384799791, 'val_acc': 0.14865865284753327, 'val_correct': 123.50442477876106, 'val_total': 830.79203539823}, 'client_summarized_avg': {'val_loss': 2609.796225182778, 'test_loss': 2613.3070954548575, 'test_avg_loss': 3.1817317731413293, 'test_acc': 0.1458844512632656, 'test_correct': 120.96460176991151, 'test_total': 830.79203539823, 'val_avg_loss': 3.1865064707897095, 'val_acc': 0.15068112597291383, 'val_correct': 123.50442477876106, 'val_total': 830.79203539823}, 'client_summarized_fairness': {'val_loss_top_decile': 7651.312545776367, 'val_loss_bottom_decile': 162.76116561889648, 'val_loss_std': 4491.001296350999, 'test_correct': 120.96460176991151, 'test_total': 830.79203539823, 'val_correct': 123.50442477876106, 'val_total': 830.79203539823, 'test_loss_std': 4493.608290409818, 'test_loss_bottom_decile': 162.76116561889648, 'test_loss_top_decile': 7542.496124267578, 'test_avg_loss_std': 0.35122675856327945, 'test_avg_loss_bottom_decile': 2.9365007877349854, 'test_avg_loss_top_decile': 3.3679979214301476, 'test_acc_std': 0.04062744588394351, 'test_acc_bottom_decile': 0.1015625, 'test_acc_top_decile': 0.1953125, 'val_avg_loss_std': 0.36107143609044984, 'val_avg_loss_bottom_decile': 2.9365928173065186, 'val_avg_loss_top_decile': 3.401003658771515, 'val_acc_std': 0.04251476429492786, 'val_acc_bottom_decile': 0.1, 'val_acc_top_decile': 0.1953125}}} |