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/audit_d512_L2_6method.log | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 results/audit_d512_L2_6method.log (limited to 'results/audit_d512_L2_6method.log') diff --git a/results/audit_d512_L2_6method.log b/results/audit_d512_L2_6method.log new file mode 100644 index 0000000..c5ad667 --- /dev/null +++ b/results/audit_d512_L2_6method.log @@ -0,0 +1,35 @@ +=== 6-METHOD AUDIT: d=512 L=2, seeds 1,2,5 === +Start: Sun Apr 26 08:50:41 AM CDT 2026 + + seed=1 (Sun Apr 26 08:50:41 AM CDT 2026) +Using device: cuda:0 + +============================================================ +Seed 1 +============================================================ + +--- BP --- + [BP] Epoch 1: loss=1.9296, train=0.3129, test=0.3920 + [BP] Epoch 10: loss=1.3859, train=0.4995, test=0.5210 + [BP] Epoch 20: loss=1.2614, train=0.5473, test=0.5560 + [BP] Epoch 30: loss=1.1744, train=0.5783, test=0.5708 + [BP] Epoch 40: loss=1.1065, train=0.6047, test=0.5824 + [BP] Epoch 50: loss=1.0347, train=0.6289, test=0.5947 + [BP] Epoch 60: loss=0.9762, train=0.6505, test=0.5996 + [BP] Epoch 70: loss=0.9339, train=0.6657, test=0.6027 + [BP] Epoch 80: loss=0.8948, train=0.6800, test=0.6057 + [BP] Epoch 90: loss=0.8688, train=0.6898, test=0.6049 + [BP] Epoch 100: loss=0.8640, train=0.6923, test=0.6061 + Final test acc: 0.6061 + +--- DFA --- + [DFA] Epoch 1: loss=2.0591, train=0.2454, test=0.2655 + [DFA] Epoch 10: loss=2.0095, train=0.2684, test=0.2903 + [DFA] Epoch 20: loss=2.0058, train=0.2681, test=0.2783 + [DFA] Epoch 30: loss=2.0053, train=0.2721, test=0.2762 + [DFA] Epoch 40: loss=2.0044, train=0.2712, test=0.2959 + [DFA] Epoch 50: loss=2.0005, train=0.2729, test=0.2901 + [DFA] Epoch 60: loss=1.9964, train=0.2742, test=0.2919 + [DFA] Epoch 70: loss=1.9982, train=0.2780, test=0.2913 + [DFA] Epoch 80: loss=1.9966, train=0.2753, test=0.2950 + [DFA] Epoch 90: loss=1.9938, train=0.2775, test=0.2936 -- cgit v1.2.3