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>

35 files changed, 565 insertions, 0 deletions

diff --git a/results/cnn_baseline/bp_s1024.json b/results/cnn_baseline/bp_s1024.json
new file mode 100644
index 0000000..0965221
--- /dev/null
+++ b/results/cnn_baseline/bp_s1024.json
@@ -0,0 +1,25 @@
+{
+  "method": "bp",
+  "seed": 1024,
+  "acc": 0.8716,
+  "Gamma": 0.23036077618598938,
+  "rho": 0.24998444318771362,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9214431047439575
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9999377727508545
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/bp_s123.json b/results/cnn_baseline/bp_s123.json
new file mode 100644
index 0000000..6f9812b
--- /dev/null
+++ b/results/cnn_baseline/bp_s123.json
@@ -0,0 +1,25 @@
+{
+  "method": "bp",
+  "seed": 123,
+  "acc": 0.8683,
+  "Gamma": 0.24026203155517578,
+  "rho": 0.2499578297138214,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9610481262207031
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9998313188552856
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/bp_s42.json b/results/cnn_baseline/bp_s42.json
new file mode 100644
index 0000000..1f1e041
--- /dev/null
+++ b/results/cnn_baseline/bp_s42.json
@@ -0,0 +1,25 @@
+{
+  "method": "bp",
+  "seed": 42,
+  "acc": 0.8621,
+  "Gamma": 0.2417115569114685,
+  "rho": 0.24997350573539734,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.966846227645874
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9998940229415894
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
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
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/bp_s789.json b/results/cnn_baseline/bp_s789.json
new file mode 100644
index 0000000..4e913d8
--- /dev/null
+++ b/results/cnn_baseline/bp_s789.json
@@ -0,0 +1,25 @@
+{
+  "method": "bp",
+  "seed": 789,
+  "acc": 0.8677,
+  "Gamma": 0.23751218616962433,
+  "rho": 0.24997900426387787,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.9500487446784973
+  ],
+  "rhos_per_layer": [
+    0.0,
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+    0.0,
+    0.9999160170555115
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/dfa_s1024.json b/results/cnn_baseline/dfa_s1024.json
new file mode 100644
index 0000000..64755e1
--- /dev/null
+++ b/results/cnn_baseline/dfa_s1024.json
@@ -0,0 +1,25 @@
+{
+  "method": "dfa",
+  "seed": 1024,
+  "acc": 0.5868,
+  "Gamma": 0.22504013776779175,
+  "rho": 0.01557417493313551,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.900160551071167
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.06229669973254204
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/dfa_s123.json b/results/cnn_baseline/dfa_s123.json
new file mode 100644
index 0000000..179cbe3
--- /dev/null
+++ b/results/cnn_baseline/dfa_s123.json
@@ -0,0 +1,25 @@
+{
+  "method": "dfa",
+  "seed": 123,
+  "acc": 0.5501,
+  "Gamma": 0.21116971969604492,
+  "rho": 0.03002248704433441,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.8446788787841797
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.12008994817733765
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/dfa_s42.json b/results/cnn_baseline/dfa_s42.json
new file mode 100644
index 0000000..dbc1099
--- /dev/null
+++ b/results/cnn_baseline/dfa_s42.json
@@ -0,0 +1,25 @@
+{
+  "method": "dfa",
+  "seed": 42,
+  "acc": 0.5527,
+  "Gamma": 0.22270919382572174,
+  "rho": 0.011658251285552979,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.890836775302887
+  ],
+  "rhos_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.046633005142211914
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
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": [
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+    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
diff --git a/results/cnn_baseline/dfa_s789.json b/results/cnn_baseline/dfa_s789.json
new file mode 100644
index 0000000..5c030df
--- /dev/null
+++ b/results/cnn_baseline/dfa_s789.json
@@ -0,0 +1,25 @@
+{
+  "method": "dfa",
+  "seed": 789,
+  "acc": 0.5481,
+  "Gamma": 0.20736519992351532,
+  "rho": 0.01041002944111824,
+  "gammas_per_layer": [
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+  ],
+  "rhos_per_layer": [
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+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/ep_baseline/ep_s1024.json b/results/ep_baseline/ep_s1024.json
new file mode 100644
index 0000000..a6f16e2
--- /dev/null
+++ b/results/ep_baseline/ep_s1024.json
@@ -0,0 +1,23 @@
+{
+  "method": "ep",
+  "seed": 1024,
+  "acc": 0.2981,
+  "Gamma": -0.001718481391435489,
+  "rho": 0.0012313337065279484,
+  "naive_StateErr": 0.804000735282898,
+  "gammas_per_layer": [
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+    0.004800701513886452,
+    -0.00025482603814452887,
+    -0.011419801041483879
+  ],
+  "rhos_per_layer": [
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+  ],
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.1
+}
\ No newline at end of file
diff --git a/results/ep_baseline/ep_s123.json b/results/ep_baseline/ep_s123.json
new file mode 100644
index 0000000..7924a39
--- /dev/null
+++ b/results/ep_baseline/ep_s123.json
@@ -0,0 +1,23 @@
+{
+  "method": "ep",
+  "seed": 123,
+  "acc": 0.2924,
+  "Gamma": -0.010700209351853118,
+  "rho": -0.01468805002514273,
+  "naive_StateErr": 0.21454104781150818,
+  "gammas_per_layer": [
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+    -0.00011013347102561966,
+    7.618003292009234e-05,
+    -0.042766883969306946
+  ],
+  "rhos_per_layer": [
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+  ],
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.1
+}
\ No newline at end of file
diff --git a/results/ep_baseline/ep_s42.json b/results/ep_baseline/ep_s42.json
new file mode 100644
index 0000000..b60502b
--- /dev/null
+++ b/results/ep_baseline/ep_s42.json
@@ -0,0 +1,23 @@
+{
+  "method": "ep",
+  "seed": 42,
+  "acc": 0.359,
+  "Gamma": -0.007905199148808606,
+  "rho": -0.07944288477301598,
+  "naive_StateErr": 0.5929934978485107,
+  "gammas_per_layer": [
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+  "rhos_per_layer": [
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+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.1
+}
\ No newline at end of file
diff --git a/results/ep_baseline/ep_s456.json b/results/ep_baseline/ep_s456.json
new file mode 100644
index 0000000..3a04367
--- /dev/null
+++ b/results/ep_baseline/ep_s456.json
@@ -0,0 +1,23 @@
+{
+  "method": "ep",
+  "seed": 456,
+  "acc": 0.2976,
+  "Gamma": -0.01223632060282398,
+  "rho": -0.07857450563460588,
+  "naive_StateErr": 1.5853830575942993,
+  "gammas_per_layer": [
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+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.1
+}
\ No newline at end of file
diff --git a/results/ep_baseline/ep_s789.json b/results/ep_baseline/ep_s789.json
new file mode 100644
index 0000000..587aeca
--- /dev/null
+++ b/results/ep_baseline/ep_s789.json
@@ -0,0 +1,23 @@
+{
+  "method": "ep",
+  "seed": 789,
+  "acc": 0.3458,
+  "Gamma": -0.00443847177666612,
+  "rho": -0.011359908618032932,
+  "naive_StateErr": 0.8419253826141357,
+  "gammas_per_layer": [
+    0.0,
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+    -0.0203566811978817
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+  "rhos_per_layer": [
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+  ],
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.1
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_bp_s1024.json b/results/gelu_ablation/relu_bp_s1024.json
new file mode 100644
index 0000000..aa8d306
--- /dev/null
+++ b/results/gelu_ablation/relu_bp_s1024.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "bp",
+  "seed": 1024,
+  "acc": 0.6097,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9974461048841476,
+  "naive_StateErr": 0.4324362277984619
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_bp_s123.json b/results/gelu_ablation/relu_bp_s123.json
new file mode 100644
index 0000000..e3ffbd2
--- /dev/null
+++ b/results/gelu_ablation/relu_bp_s123.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "bp",
+  "seed": 123,
+  "acc": 0.613,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.997876763343811,
+  "naive_StateErr": 0.5002583861351013
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_bp_s42.json b/results/gelu_ablation/relu_bp_s42.json
new file mode 100644
index 0000000..d35d1b6
--- /dev/null
+++ b/results/gelu_ablation/relu_bp_s42.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "bp",
+  "seed": 42,
+  "acc": 0.6129,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9975161552429199,
+  "naive_StateErr": 0.6057583093643188
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_bp_s456.json b/results/gelu_ablation/relu_bp_s456.json
new file mode 100644
index 0000000..0ddf182
--- /dev/null
+++ b/results/gelu_ablation/relu_bp_s456.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "bp",
+  "seed": 456,
+  "acc": 0.608,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9971267879009247,
+  "naive_StateErr": 0.3411523401737213
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_bp_s789.json b/results/gelu_ablation/relu_bp_s789.json
new file mode 100644
index 0000000..f845b43
--- /dev/null
+++ b/results/gelu_ablation/relu_bp_s789.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "bp",
+  "seed": 789,
+  "acc": 0.6095,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9979429095983505,
+  "naive_StateErr": 0.27360349893569946
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_credit_bridge_s1024.json b/results/gelu_ablation/relu_credit_bridge_s1024.json
new file mode 100644
index 0000000..fd55fa1
--- /dev/null
+++ b/results/gelu_ablation/relu_credit_bridge_s1024.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "credit_bridge",
+  "seed": 1024,
+  "acc": 0.2969,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.008778431452810764,
+  "naive_StateErr": 1.527748942375183
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_credit_bridge_s123.json b/results/gelu_ablation/relu_credit_bridge_s123.json
new file mode 100644
index 0000000..8d311e8
--- /dev/null
+++ b/results/gelu_ablation/relu_credit_bridge_s123.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "credit_bridge",
+  "seed": 123,
+  "acc": 0.2644,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.004790207836776972,
+  "naive_StateErr": 0.1871446669101715
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_credit_bridge_s42.json b/results/gelu_ablation/relu_credit_bridge_s42.json
new file mode 100644
index 0000000..38fc810
--- /dev/null
+++ b/results/gelu_ablation/relu_credit_bridge_s42.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "credit_bridge",
+  "seed": 42,
+  "acc": 0.3021,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.008028814569115639,
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+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_credit_bridge_s456.json b/results/gelu_ablation/relu_credit_bridge_s456.json
new file mode 100644
index 0000000..a6934ba
--- /dev/null
+++ b/results/gelu_ablation/relu_credit_bridge_s456.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "credit_bridge",
+  "seed": 456,
+  "acc": 0.2842,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.0007395216962322593,
+  "naive_StateErr": 1.9933160543441772
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_credit_bridge_s789.json b/results/gelu_ablation/relu_credit_bridge_s789.json
new file mode 100644
index 0000000..4f3ff0d
--- /dev/null
+++ b/results/gelu_ablation/relu_credit_bridge_s789.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "credit_bridge",
+  "seed": 789,
+  "acc": 0.2898,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.01000211015343666,
+  "naive_StateErr": 0.6378490328788757
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_dfa_s1024.json b/results/gelu_ablation/relu_dfa_s1024.json
new file mode 100644
index 0000000..12efe95
--- /dev/null
+++ b/results/gelu_ablation/relu_dfa_s1024.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "dfa",
+  "seed": 1024,
+  "acc": 0.312,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.005766347981989384,
+  "naive_StateErr": 1.1434805393218994
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_dfa_s123.json b/results/gelu_ablation/relu_dfa_s123.json
new file mode 100644
index 0000000..717abcc
--- /dev/null
+++ b/results/gelu_ablation/relu_dfa_s123.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "dfa",
+  "seed": 123,
+  "acc": 0.3072,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.00010712328366935253,
+  "naive_StateErr": 53.51875686645508
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_dfa_s42.json b/results/gelu_ablation/relu_dfa_s42.json
new file mode 100644
index 0000000..ae9b9da
--- /dev/null
+++ b/results/gelu_ablation/relu_dfa_s42.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "dfa",
+  "seed": 42,
+  "acc": 0.3113,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.010042589157819748,
+  "naive_StateErr": 1.0625700950622559
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_dfa_s456.json b/results/gelu_ablation/relu_dfa_s456.json
new file mode 100644
index 0000000..85404d8
--- /dev/null
+++ b/results/gelu_ablation/relu_dfa_s456.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "dfa",
+  "seed": 456,
+  "acc": 0.2991,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.00946012232452631,
+  "naive_StateErr": 0.08919885009527206
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_dfa_s789.json b/results/gelu_ablation/relu_dfa_s789.json
new file mode 100644
index 0000000..bc16a09
--- /dev/null
+++ b/results/gelu_ablation/relu_dfa_s789.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "dfa",
+  "seed": 789,
+  "acc": 0.3065,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.012797923758625984,
+  "naive_StateErr": 1.1228328943252563
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_state_bridge_s1024.json b/results/gelu_ablation/relu_state_bridge_s1024.json
new file mode 100644
index 0000000..a70242b
--- /dev/null
+++ b/results/gelu_ablation/relu_state_bridge_s1024.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "state_bridge",
+  "seed": 1024,
+  "acc": 0.1478,
+  "StateErr": 98715213479.28064,
+  "Gamma": 1.0,
+  "rho": -0.0005375983892008662,
+  "naive_StateErr": 0.06271713972091675
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_state_bridge_s123.json b/results/gelu_ablation/relu_state_bridge_s123.json
new file mode 100644
index 0000000..f56548e
--- /dev/null
+++ b/results/gelu_ablation/relu_state_bridge_s123.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "state_bridge",
+  "seed": 123,
+  "acc": 0.1868,
+  "StateErr": 537733263750.59454,
+  "Gamma": 1.0,
+  "rho": 0.13547618687152863,
+  "naive_StateErr": 16.496652603149414
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_state_bridge_s42.json b/results/gelu_ablation/relu_state_bridge_s42.json
new file mode 100644
index 0000000..e3c1036
--- /dev/null
+++ b/results/gelu_ablation/relu_state_bridge_s42.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "state_bridge",
+  "seed": 42,
+  "acc": 0.0797,
+  "StateErr": 94040208847.33952,
+  "Gamma": 1.0,
+  "rho": 0.22764702141284943,
+  "naive_StateErr": 1.150978446006775
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_state_bridge_s456.json b/results/gelu_ablation/relu_state_bridge_s456.json
new file mode 100644
index 0000000..0f50fc8
--- /dev/null
+++ b/results/gelu_ablation/relu_state_bridge_s456.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "state_bridge",
+  "seed": 456,
+  "acc": 0.1848,
+  "StateErr": 18242855682493.645,
+  "Gamma": 1.0,
+  "rho": 0.27895813807845116,
+  "naive_StateErr": 0.9801409244537354
+}
\ No newline at end of file
diff --git a/results/gelu_ablation/relu_state_bridge_s789.json b/results/gelu_ablation/relu_state_bridge_s789.json
new file mode 100644
index 0000000..427e444
--- /dev/null
+++ b/results/gelu_ablation/relu_state_bridge_s789.json
@@ -0,0 +1,10 @@
+{
+  "activation": "relu",
+  "method": "state_bridge",
+  "seed": 789,
+  "acc": 0.1761,
+  "StateErr": 9722809715963.986,
+  "Gamma": 1.0,
+  "rho": 0.1464090496301651,
+  "naive_StateErr": 1.3677430152893066
+}
\ No newline at end of file