diff options
Diffstat (limited to 'results/dfa_pen_short_lam1e-4_s456.log')
| -rw-r--r-- | results/dfa_pen_short_lam1e-4_s456.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_lam1e-4_s456.log b/results/dfa_pen_short_lam1e-4_s456.log new file mode 100644 index 0000000..e46f4ad --- /dev/null +++ b/results/dfa_pen_short_lam1e-4_s456.log @@ -0,0 +1,15 @@ +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 |