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+Using device: cuda:0
+
+============================================================
+Seed 456
+============================================================
+
+--- 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