From 88485f6f05243e2fc459807b6644c1ff45a55d2e Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Fri, 3 Apr 2026 17:35:12 -0500
Subject: Recompute all CNN diagnostics with fixed BP gradient flow
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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>
---
 results/cnn_baseline/ep_s1024.json | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

(limited to 'results/cnn_baseline/ep_s1024.json')

diff --git a/results/cnn_baseline/ep_s1024.json b/results/cnn_baseline/ep_s1024.json
index 41e8d7e..f1e80ba 100644
--- a/results/cnn_baseline/ep_s1024.json
+++ b/results/cnn_baseline/ep_s1024.json
@@ -2,6 +2,18 @@
   "method": "ep",
   "seed": 1024,
   "acc": 0.4643,
-  "Gamma": 0.24594706296920776,
-  "rho": 0.5024956092238426
+  "Gamma": 0.5069251225811513,
+  "rho": 0.4662284553050995,
+  "gammas_per_layer": [
+    6.503431905002799e-06,
+    0.25565218925476074,
+    0.7913758754730225,
+    0.980665922164917
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.9028182029724121,
+    0.9620956182479858
+  ]
 }
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