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Diffstat (limited to 'results/dfa_pen_short_run.log')
| -rw-r--r-- | results/dfa_pen_short_run.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_run.log b/results/dfa_pen_short_run.log new file mode 100644 index 0000000..a996ab8 --- /dev/null +++ b/results/dfa_pen_short_run.log @@ -0,0 +1,15 @@ +DFA + residual-branch penalty test: seed=42, lam=0.01 + ep 0: ||h_L||=8.893e+00 ||g_2||=9.934e-04 acc=0.1152 + ep 1: ||h_L||=7.888e+02 ||g_2||=1.141e-05 eval_acc=0.3359 test_acc=0.3353 + ep 10: ||h_L||=7.251e+03 ||g_2||=2.304e-06 eval_acc=0.3662 test_acc=0.3517 + ep 20: ||h_L||=1.137e+04 ||g_2||=1.814e-06 eval_acc=0.3730 test_acc=0.3649 + ep 30: ||h_L||=1.216e+04 ||g_2||=1.757e-06 eval_acc=0.3750 test_acc=0.3593 + +FINAL test acc: 0.3593 +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_s42.json +Saved results/dfa_pen_short/dfa_pen_lam0.01_s42.pt |