=== 6-METHOD AUDIT: d=512 L=2, seeds 1,2,5 ===
Start: Sun Apr 26 08:50:41 AM CDT 2026

  seed=1 (Sun Apr 26 08:50:41 AM CDT 2026)
Using device: cuda:0

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Seed 1
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--- BP ---
  [BP] Epoch 1: loss=1.9296, train=0.3129, test=0.3920
  [BP] Epoch 10: loss=1.3859, train=0.4995, test=0.5210
  [BP] Epoch 20: loss=1.2614, train=0.5473, test=0.5560
  [BP] Epoch 30: loss=1.1744, train=0.5783, test=0.5708
  [BP] Epoch 40: loss=1.1065, train=0.6047, test=0.5824
  [BP] Epoch 50: loss=1.0347, train=0.6289, test=0.5947
  [BP] Epoch 60: loss=0.9762, train=0.6505, test=0.5996
  [BP] Epoch 70: loss=0.9339, train=0.6657, test=0.6027
  [BP] Epoch 80: loss=0.8948, train=0.6800, test=0.6057
  [BP] Epoch 90: loss=0.8688, train=0.6898, test=0.6049
  [BP] Epoch 100: loss=0.8640, train=0.6923, test=0.6061
  Final test acc: 0.6061

--- DFA ---
  [DFA] Epoch 1: loss=2.0591, train=0.2454, test=0.2655
  [DFA] Epoch 10: loss=2.0095, train=0.2684, test=0.2903
  [DFA] Epoch 20: loss=2.0058, train=0.2681, test=0.2783
  [DFA] Epoch 30: loss=2.0053, train=0.2721, test=0.2762
  [DFA] Epoch 40: loss=2.0044, train=0.2712, test=0.2959
  [DFA] Epoch 50: loss=2.0005, train=0.2729, test=0.2901
  [DFA] Epoch 60: loss=1.9964, train=0.2742, test=0.2919
  [DFA] Epoch 70: loss=1.9982, train=0.2780, test=0.2913
  [DFA] Epoch 80: loss=1.9966, train=0.2753, test=0.2950
  [DFA] Epoch 90: loss=1.9938, train=0.2775, test=0.2936