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Diffstat (limited to 'results/dfa_pen_short_s123.log')
| -rw-r--r-- | results/dfa_pen_short_s123.log | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/results/dfa_pen_short_s123.log b/results/dfa_pen_short_s123.log new file mode 100644 index 0000000..36edc85 --- /dev/null +++ b/results/dfa_pen_short_s123.log @@ -0,0 +1,15 @@ +DFA + residual-branch penalty test: seed=123, lam=0.01 + ep 0: ||h_L||=8.791e+00 ||g_2||=9.848e-04 acc=0.0957 + ep 1: ||h_L||=8.047e+02 ||g_2||=1.064e-05 eval_acc=0.3320 test_acc=0.3279 + ep 10: ||h_L||=7.988e+03 ||g_2||=1.857e-06 eval_acc=0.3584 test_acc=0.3448 + ep 20: ||h_L||=1.251e+04 ||g_2||=1.450e-06 eval_acc=0.3633 test_acc=0.3597 + ep 30: ||h_L||=1.337e+04 ||g_2||=1.414e-06 eval_acc=0.3672 test_acc=0.3610 + +FINAL test acc: 0.3610 +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_s123.json +Saved results/dfa_pen_short/dfa_pen_lam0.01_s123.pt |