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Diffstat (limited to 'results/bp_with_penalty_run.log')
| -rw-r--r-- | results/bp_with_penalty_run.log | 18 |
1 files changed, 18 insertions, 0 deletions
diff --git a/results/bp_with_penalty_run.log b/results/bp_with_penalty_run.log new file mode 100644 index 0000000..62fe4cb --- /dev/null +++ b/results/bp_with_penalty_run.log @@ -0,0 +1,18 @@ +BP + âfâ² penalty: seed=42, lam=0.01, epochs=30 + ep 1: test_acc=0.3621 + ep 5: test_acc=0.4054 + ep 10: test_acc=0.4527 + ep 15: test_acc=0.4872 + ep 20: test_acc=0.5082 + ep 25: test_acc=0.5285 + ep 30: test_acc=0.5303 + +FINAL test acc: 0.5303 +Compare to: + BP-trainable (3-seed mean): 0.609 + Penalized DFA lam=1e-2: 0.363 + DFA-shallow: 0.349 + +Margin vs DFA-shallow baseline: +18.13 pp + â BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_with_penalty/bp_pen_lam0.01_s42.json |