diff options
Diffstat (limited to 'results/dfa_pen_short_lam1e-4_s123.log')
| -rw-r--r-- | results/dfa_pen_short_lam1e-4_s123.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_lam1e-4_s123.log b/results/dfa_pen_short_lam1e-4_s123.log new file mode 100644 index 0000000..54bda12 --- /dev/null +++ b/results/dfa_pen_short_lam1e-4_s123.log @@ -0,0 +1,15 @@ +DFA + residual-branch penalty test: seed=123, lam=0.0001 + ep 0: ||h_L||=8.791e+00 ||g_2||=9.848e-04 acc=0.0957 + ep 1: ||h_L||=2.827e+03 ||g_2||=3.043e-06 eval_acc=0.3262 test_acc=0.3037 + ep 10: ||h_L||=1.476e+04 ||g_2||=9.239e-07 eval_acc=0.3379 test_acc=0.3408 + ep 20: ||h_L||=1.954e+04 ||g_2||=7.765e-07 eval_acc=0.3604 test_acc=0.3606 + ep 30: ||h_L||=2.057e+04 ||g_2||=7.580e-07 eval_acc=0.3682 test_acc=0.3622 + +FINAL test acc: 0.3622 +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_s123.json +Saved results/dfa_pen_short/dfa_pen_lam0.0001_s123.pt |