From aa73718eb6427d7da3b9cb416275802d90c4b2ed Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Sun, 14 Jun 2026 04:06:32 -0500 Subject: Add new experiment scripts, figures, and paper assets; untrack pyc/build artifacts Co-Authored-By: Claude Opus 4.8 (1M context) --- results/bp_with_penalty_run.log | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 results/bp_with_penalty_run.log (limited to 'results/bp_with_penalty_run.log') 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 + ‖f‖² 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 + → BP+penalty intermediate; partial capacity loss + residual mode 2 +Saved results/bp_with_penalty/bp_pen_lam0.01_s42.json -- cgit v1.2.3