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authorYurenHao0426 <Blackhao0426@gmail.com>2026-06-14 04:06:32 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-06-14 04:06:32 -0500
commitaa73718eb6427d7da3b9cb416275802d90c4b2ed (patch)
treeb68b0a664fb650744ef934a1c22abd740a7b62a6 /results/dfa_pen_short_lam1e-4_s456.log
parent827c658fa9a750f3c6ebdb87703762f10f69f6ff (diff)
Add new experiment scripts, figures, and paper assets; untrack pyc/build artifactsHEADmaster
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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+DFA + residual-branch penalty test: seed=456, lam=0.0001
+ ep 0: ||h_L||=8.890e+00 ||g_2||=9.971e-04 acc=0.0928
+ ep 1: ||h_L||=3.954e+03 ||g_2||=2.489e-06 eval_acc=0.2988 test_acc=0.3043
+ ep 10: ||h_L||=1.636e+04 ||g_2||=8.429e-07 eval_acc=0.3506 test_acc=0.3490
+ ep 20: ||h_L||=2.166e+04 ||g_2||=7.285e-07 eval_acc=0.3721 test_acc=0.3601
+ ep 30: ||h_L||=2.285e+04 ||g_2||=7.001e-07 eval_acc=0.3711 test_acc=0.3597
+
+FINAL test acc: 0.3597
+Compare to:
+ DFA-vanilla (3-seed mean): 0.308
+ DFA-shallow (3-seed mean): 0.349
+ DFA-frozen (3-seed mean): 0.349
+ BP-trainable (3-seed mean): 0.609
+Saved results/dfa_pen_short/dfa_pen_lam0.0001_s456.json
+Saved results/dfa_pen_short/dfa_pen_lam0.0001_s456.pt