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Diffstat (limited to 'results/bp_with_pen_multiseed.log')
| -rw-r--r-- | results/bp_with_pen_multiseed.log | 39 |
1 files changed, 39 insertions, 0 deletions
diff --git a/results/bp_with_pen_multiseed.log b/results/bp_with_pen_multiseed.log new file mode 100644 index 0000000..1dd203e --- /dev/null +++ b/results/bp_with_pen_multiseed.log @@ -0,0 +1,39 @@ +=== BP+pen 30ep s=123 === +BP + ‖f‖² penalty: seed=123, lam=0.01, epochs=30 + ep 1: test_acc=0.3593 + ep 5: test_acc=0.4104 + ep 10: test_acc=0.4630 + ep 15: test_acc=0.4839 + ep 20: test_acc=0.5025 + ep 25: test_acc=0.5194 + ep 30: test_acc=0.5262 + +FINAL test acc: 0.5262 +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: +17.72 pp + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_with_penalty/bp_pen_lam0.01_s123.json +=== BP+pen 30ep s=456 === +BP + ‖f‖² penalty: seed=456, lam=0.01, epochs=30 + ep 1: test_acc=0.3652 + ep 5: test_acc=0.4027 + ep 10: test_acc=0.4639 + ep 15: test_acc=0.4963 + ep 20: test_acc=0.5189 + ep 25: test_acc=0.5345 + ep 30: test_acc=0.5397 + +FINAL test acc: 0.5397 +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: +19.07 pp + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_with_penalty/bp_pen_lam0.01_s456.json +=== ALL DONE === |