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Diffstat (limited to 'results/dfa_pen_short_s456.log')
| -rw-r--r-- | results/dfa_pen_short_s456.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_s456.log b/results/dfa_pen_short_s456.log new file mode 100644 index 0000000..e918e2a --- /dev/null +++ b/results/dfa_pen_short_s456.log @@ -0,0 +1,15 @@ +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 |