Using device: cuda:0

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Seed 123
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--- DFA ---
  [DFA] Epoch 1: loss=1.9918, train=0.2828, test=0.3309
  [DFA] Epoch 10: loss=1.9247, train=0.3184, test=0.3410
  [DFA] Epoch 20: loss=1.9115, train=0.3278, test=0.3600
  [DFA] Epoch 30: loss=1.9042, train=0.3314, test=0.3582
  Final test acc: 0.3582

All results saved to results/round41_dfa_penalty_30ep_s123/results_cifar10.json