diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-02 14:42:02 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-02 14:42:02 -0500 |
| commit | fe36805c894671b571f0dd573185394ca2e88c8d (patch) | |
| tree | dc04ab3d0057f50d0d2392904198a8a800c4c092 /results/cnn_baseline/bp_s456.json | |
| parent | 100ae0eb429774ae9cd4f3085de7c87bf9d56d45 (diff) | |
Add EP baseline (5 seeds), GELU ablation (20 runs), CNN BP+DFA (10 runs)
EP (L=4 d=256): acc≈30%, Gamma≈0, rho≈0 — EP credit signal weak on feedforward MLP
GELU ablation (ReLU variant): 4 methods × 5 seeds complete
CNN BP+DFA: 5 seeds each, BP + DFA on SmallCNN
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'results/cnn_baseline/bp_s456.json')
| -rw-r--r-- | results/cnn_baseline/bp_s456.json | 25 |
1 files changed, 25 insertions, 0 deletions
diff --git a/results/cnn_baseline/bp_s456.json b/results/cnn_baseline/bp_s456.json new file mode 100644 index 0000000..6e358c1 --- /dev/null +++ b/results/cnn_baseline/bp_s456.json @@ -0,0 +1,25 @@ +{ + "method": "bp", + "seed": 456, + "acc": 0.8681, + "Gamma": 0.24036112427711487, + "rho": 0.24996760487556458, + "gammas_per_layer": [ + 0.0, + 0.0, + 0.0, + 0.9614444971084595 + ], + "rhos_per_layer": [ + 0.0, + 0.0, + 0.0, + 0.9998704195022583 + ], + "epochs": 100, + "lr": 0.001, + "wd": 0.01, + "beta": 0.5, + "T_nudge": 20, + "alpha_nudge": 0.05 +}
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