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Diffstat (limited to 'results/fa_canonical_penalty_sweep.log')
| -rw-r--r-- | results/fa_canonical_penalty_sweep.log | 76 |
1 files changed, 76 insertions, 0 deletions
diff --git a/results/fa_canonical_penalty_sweep.log b/results/fa_canonical_penalty_sweep.log new file mode 100644 index 0000000..37e42d4 --- /dev/null +++ b/results/fa_canonical_penalty_sweep.log @@ -0,0 +1,76 @@ +=== FA canonical penalty sweep === +--- FA λ=1e-4 --- +Using device: cuda:0 + +============================================================ +Seed 42 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=2.0346, train=0.2557, test=0.2909 + [FA] Epoch 10: loss=1.8700, train=0.3346, test=0.3635 + [FA] Epoch 20: loss=1.8495, train=0.3436, test=0.3682 + [FA] Epoch 30: loss=1.8430, train=0.3521, test=0.3759 + Final test acc: 0.3759 + +============================================================ +Seed 123 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=2.0259, train=0.2600, test=0.3099 + [FA] Epoch 10: loss=1.8666, train=0.3358, test=0.3532 + [FA] Epoch 20: loss=1.8505, train=0.3472, test=0.3685 + [FA] Epoch 30: loss=1.8391, train=0.3530, test=0.3725 + Final test acc: 0.3725 + +============================================================ +Seed 456 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=2.0371, train=0.2562, test=0.2999 + [FA] Epoch 10: loss=1.8573, train=0.3373, test=0.3567 + [FA] Epoch 20: loss=1.8335, train=0.3500, test=0.3831 + [FA] Epoch 30: loss=1.8207, train=0.3574, test=0.3837 + Final test acc: 0.3837 + +All results saved to results/fa_canonical_lam1e-4_30ep/results_cifar10.json +--- FA λ=1e-2 --- +Using device: cuda:0 + +============================================================ +Seed 42 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=2.0011, train=0.2748, test=0.3237 + [FA] Epoch 10: loss=1.9015, train=0.3259, test=0.3462 + [FA] Epoch 20: loss=1.8762, train=0.3376, test=0.3620 + [FA] Epoch 30: loss=1.8683, train=0.3472, test=0.3713 + Final test acc: 0.3713 + +============================================================ +Seed 123 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=1.9927, train=0.2807, test=0.3339 + [FA] Epoch 10: loss=1.9047, train=0.3250, test=0.3513 + [FA] Epoch 20: loss=1.8867, train=0.3368, test=0.3600 + [FA] Epoch 30: loss=1.8784, train=0.3428, test=0.3660 + Final test acc: 0.3660 + +============================================================ +Seed 456 +============================================================ + +--- FA --- + [FA] Epoch 1: loss=2.0075, train=0.2735, test=0.3312 + [FA] Epoch 10: loss=1.9005, train=0.3261, test=0.3561 + [FA] Epoch 20: loss=1.8808, train=0.3402, test=0.3682 + [FA] Epoch 30: loss=1.8698, train=0.3499, test=0.3695 + Final test acc: 0.3695 + +All results saved to results/fa_canonical_lam1e-2_30ep/results_cifar10.json +=== FA PENALTY SWEEP DONE === |