diff options
Diffstat (limited to 'results/dfa_pen_short_lam1e-1.log')
| -rw-r--r-- | results/dfa_pen_short_lam1e-1.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_lam1e-1.log b/results/dfa_pen_short_lam1e-1.log new file mode 100644 index 0000000..2da564b --- /dev/null +++ b/results/dfa_pen_short_lam1e-1.log @@ -0,0 +1,15 @@ +DFA + residual-branch penalty test: seed=42, lam=0.1 + ep 0: ||h_L||=8.893e+00 ||g_2||=9.934e-04 acc=0.1152 + ep 1: ||h_L||=7.313e+02 ||g_2||=1.234e-05 eval_acc=0.3330 test_acc=0.3271 + ep 10: ||h_L||=6.932e+03 ||g_2||=2.318e-06 eval_acc=0.3467 test_acc=0.3430 + ep 20: ||h_L||=1.083e+04 ||g_2||=1.721e-06 eval_acc=0.3564 test_acc=0.3531 + ep 30: ||h_L||=1.157e+04 ||g_2||=1.634e-06 eval_acc=0.3594 test_acc=0.3486 + +FINAL test acc: 0.3486 +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_lam0.1_s42.json +Saved results/dfa_pen_short/dfa_pen_lam0.1_s42.pt |