diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-03 17:35:12 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-03 17:35:12 -0500 |
| commit | 88485f6f05243e2fc459807b6644c1ff45a55d2e (patch) | |
| tree | a9b3f87b4ab31de3ec19e47de94c286a1682c8ae /results/cnn_baseline/ep_s123.json | |
| parent | 52b421fde3faa673e7007a456846f8195cb45942 (diff) | |
Recompute all CNN diagnostics with fixed BP gradient flow
CNN CIFAR-10 (5 seeds, fixed Gamma):
BP: acc=86.8%, Gamma=0.970, rho=0.603
DFA: acc=56.7%, Gamma=0.896, rho=0.061
EP: acc=50.6%, Gamma=0.484, rho=0.450
SB: acc=63.3%, Gamma=1.000 (BP self-cos, feedback nets not saved), rho=0.601
CB: acc=31.8%, Gamma=1.000 (BP self-cos), rho=0.226
DFA Gamma=0.896 is notably high — CNN DFA credit aligns well with BP gradients.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'results/cnn_baseline/ep_s123.json')
| -rw-r--r-- | results/cnn_baseline/ep_s123.json | 16 |
1 files changed, 14 insertions, 2 deletions
diff --git a/results/cnn_baseline/ep_s123.json b/results/cnn_baseline/ep_s123.json index 5f06a86..f13a427 100644 --- a/results/cnn_baseline/ep_s123.json +++ b/results/cnn_baseline/ep_s123.json @@ -2,6 +2,18 @@ "method": "ep", "seed": 123, "acc": 0.4897, - "Gamma": 0.24602489173412323, - "rho": 0.5164633095264435 + "Gamma": 0.49209384838025017, + "rho": 0.47923217713832855, + "gammas_per_layer": [ + 2.8399340408213902e-06, + 0.22918346524238586, + 0.7567289471626282, + 0.9824601411819458 + ], + "rhos_per_layer": [ + 0.0, + 0.0, + 0.9310277700424194, + 0.9859009385108948 + ] }
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