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Using device: cuda:0
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Seed 456
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--- DFA ---
[DFA] Epoch 1: loss=1.9882, train=0.2782, test=0.3368
[DFA] Epoch 10: loss=1.9104, train=0.3209, test=0.3606
[DFA] Epoch 20: loss=1.9019, train=0.3310, test=0.3629
[DFA] Epoch 30: loss=1.8953, train=0.3350, test=0.3614
Final test acc: 0.3614
All results saved to results/round41_dfa_penalty_30ep_s456/results_cifar10.json
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