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_s456.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_s456.json')
| -rw-r--r-- | results/cnn_baseline/ep_s456.json | 16 |
1 files changed, 14 insertions, 2 deletions
diff --git a/results/cnn_baseline/ep_s456.json b/results/cnn_baseline/ep_s456.json index 5c4e9df..f0f783e 100644 --- a/results/cnn_baseline/ep_s456.json +++ b/results/cnn_baseline/ep_s456.json @@ -2,6 +2,18 @@ "method": "ep", "seed": 456, "acc": 0.5432, - "Gamma": 0.24942994117736816, - "rho": 0.40924555249512196 + "Gamma": 0.45112142565568547, + "rho": 0.37272846698760986, + "gammas_per_layer": [ + 1.9163974229741143e-06, + 0.1748805195093155, + 0.6350005865097046, + 0.9946026802062988 + ], + "rhos_per_layer": [ + 0.0, + 0.0, + 0.5547614693641663, + 0.9361523985862732 + ] }
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