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Diffstat (limited to 'results/dfa_canonical_penalty_sweep.log')
| -rw-r--r-- | results/dfa_canonical_penalty_sweep.log | 77 |
1 files changed, 77 insertions, 0 deletions
diff --git a/results/dfa_canonical_penalty_sweep.log b/results/dfa_canonical_penalty_sweep.log new file mode 100644 index 0000000..533cddb --- /dev/null +++ b/results/dfa_canonical_penalty_sweep.log @@ -0,0 +1,77 @@ +=== DFA canonical penalty sweep === +Start: Wed Apr 29 02:04:53 PM CDT 2026 +--- λ=1e-4 --- +Using device: cuda:0 + +============================================================ +Seed 42 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=2.0261, train=0.2612, test=0.3121 + [DFA] Epoch 10: loss=1.8897, train=0.3233, test=0.3497 + [DFA] Epoch 20: loss=1.8657, train=0.3318, test=0.3609 + [DFA] Epoch 30: loss=1.8545, train=0.3397, test=0.3617 + Final test acc: 0.3617 + +============================================================ +Seed 123 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=2.0200, train=0.2612, test=0.3089 + [DFA] Epoch 10: loss=1.8812, train=0.3276, test=0.3411 + [DFA] Epoch 20: loss=1.8633, train=0.3358, test=0.3635 + [DFA] Epoch 30: loss=1.8555, train=0.3406, test=0.3637 + Final test acc: 0.3637 + +============================================================ +Seed 456 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=2.0270, train=0.2599, test=0.3030 + [DFA] Epoch 10: loss=1.8795, train=0.3255, test=0.3570 + [DFA] Epoch 20: loss=1.8610, train=0.3352, test=0.3601 + [DFA] Epoch 30: loss=1.8538, train=0.3368, test=0.3614 + Final test acc: 0.3614 + +All results saved to results/dfa_canonical_lam1e-4_30ep/results_cifar10.json +--- λ=1e-2 --- +Using device: cuda:0 + +============================================================ +Seed 42 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=1.9962, train=0.2802, test=0.3313 + [DFA] Epoch 10: loss=1.9151, train=0.3238, test=0.3476 + [DFA] Epoch 20: loss=1.8987, train=0.3316, test=0.3590 + [DFA] Epoch 30: loss=1.8923, train=0.3405, test=0.3607 + Final test acc: 0.3607 + +============================================================ +Seed 123 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=1.9918, train=0.2828, test=0.3309 + [DFA] Epoch 10: loss=1.9247, train=0.3184, test=0.3410 + [DFA] Epoch 20: loss=1.9115, train=0.3278, test=0.3600 + [DFA] Epoch 30: loss=1.9042, train=0.3314, test=0.3582 + Final test acc: 0.3582 + +============================================================ +Seed 456 +============================================================ + +--- DFA --- + [DFA] Epoch 1: loss=1.9882, train=0.2782, test=0.3368 + [DFA] Epoch 10: loss=1.9104, train=0.3209, test=0.3606 + [DFA] Epoch 20: loss=1.9019, train=0.3310, test=0.3629 + [DFA] Epoch 30: loss=1.8953, train=0.3350, test=0.3614 + Final test acc: 0.3614 + +All results saved to results/dfa_canonical_lam1e-2_30ep/results_cifar10.json +=== PENALTY SWEEP DONE (Wed Apr 29 02:16:23 PM CDT 2026) === |