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Diffstat (limited to 'results/bp_nopen_30ep_3seed.log')
| -rw-r--r-- | results/bp_nopen_30ep_3seed.log | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/results/bp_nopen_30ep_3seed.log b/results/bp_nopen_30ep_3seed.log new file mode 100644 index 0000000..f88e725 --- /dev/null +++ b/results/bp_nopen_30ep_3seed.log @@ -0,0 +1,58 @@ +=== BP no-pen 30ep seed=42 === +BP + ‖f‖² penalty: seed=42, lam=0.0, epochs=30 + ep 1: test_acc=0.3920 + ep 5: test_acc=0.4950 + ep 10: test_acc=0.5296 + ep 15: test_acc=0.5539 + ep 20: test_acc=0.5721 + ep 25: test_acc=0.5813 + ep 30: test_acc=0.5851 + +FINAL test acc: 0.5851 +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: +23.61 pp + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_no_penalty_30ep/bp_pen_lam0.0_s42.json +=== BP no-pen 30ep seed=123 === +BP + ‖f‖² penalty: seed=123, lam=0.0, epochs=30 + ep 1: test_acc=0.3958 + ep 5: test_acc=0.4851 + ep 10: test_acc=0.5345 + ep 15: test_acc=0.5564 + ep 20: test_acc=0.5748 + ep 25: test_acc=0.5827 + ep 30: test_acc=0.5845 + +FINAL test acc: 0.5845 +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: +23.55 pp + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_no_penalty_30ep/bp_pen_lam0.0_s123.json +=== BP no-pen 30ep seed=456 === +BP + ‖f‖² penalty: seed=456, lam=0.0, epochs=30 + ep 1: test_acc=0.3969 + ep 5: test_acc=0.4957 + ep 10: test_acc=0.5344 + ep 15: test_acc=0.5612 + ep 20: test_acc=0.5716 + ep 25: test_acc=0.5845 + ep 30: test_acc=0.5863 + +FINAL test acc: 0.5863 +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: +23.73 pp + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_no_penalty_30ep/bp_pen_lam0.0_s456.json +=== ALL DONE === |