From fe36805c894671b571f0dd573185394ca2e88c8d Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Thu, 2 Apr 2026 14:42:02 -0500
Subject: Add EP baseline (5 seeds), GELU ablation (20 runs), CNN BP+DFA (10
 runs)
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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>
---
 results/cnn_baseline/dfa_s456.json | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)
 create mode 100644 results/cnn_baseline/dfa_s456.json

(limited to 'results/cnn_baseline/dfa_s456.json')

diff --git a/results/cnn_baseline/dfa_s456.json b/results/cnn_baseline/dfa_s456.json
new file mode 100644
index 0000000..30de9b1
--- /dev/null
+++ b/results/cnn_baseline/dfa_s456.json
@@ -0,0 +1,25 @@
+{
+  "method": "dfa",
+  "seed": 456,
+  "acc": 0.5954,
+  "Gamma": 0.2133052498102188,
+  "rho": 0.01581542007625103,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.8532209992408752
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.06326168030500412
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
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