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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_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=0.01
+ ep 0: ||h_L||=8.890e+00 ||g_2||=9.971e-04 acc=0.0928
+ ep 1: ||h_L||=8.559e+02 ||g_2||=1.043e-05 eval_acc=0.3379 test_acc=0.3428
+ ep 10: ||h_L||=7.817e+03 ||g_2||=2.220e-06 eval_acc=0.3594 test_acc=0.3539
+ ep 20: ||h_L||=1.233e+04 ||g_2||=1.772e-06 eval_acc=0.3691 test_acc=0.3592
+ ep 30: ||h_L||=1.320e+04 ||g_2||=1.691e-06 eval_acc=0.3691 test_acc=0.3604
+
+FINAL test acc: 0.3604
+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_lam0.01_s456.json
+Saved results/dfa_pen_short/dfa_pen_lam0.01_s456.pt