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-rw-r--r--results/cnn_baseline/bp_s1024.json25
-rw-r--r--results/cnn_baseline/bp_s123.json25
-rw-r--r--results/cnn_baseline/bp_s42.json25
-rw-r--r--results/cnn_baseline/bp_s456.json25
-rw-r--r--results/cnn_baseline/bp_s789.json25
-rw-r--r--results/cnn_baseline/dfa_s1024.json25
-rw-r--r--results/cnn_baseline/dfa_s123.json25
-rw-r--r--results/cnn_baseline/dfa_s42.json25
-rw-r--r--results/cnn_baseline/dfa_s456.json25
-rw-r--r--results/cnn_baseline/dfa_s789.json25
10 files changed, 250 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,
+ 0.0,
+ 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": [
+ 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
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": [
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.8294607996940613
+ ],
+ "rhos_per_layer": [
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.04164011776447296
+ ],
+ "epochs": 100,
+ "lr": 0.001,
+ "wd": 0.01,
+ "beta": 0.5,
+ "T_nudge": 20,
+ "alpha_nudge": 0.05
+} \ No newline at end of file
generated by cgit v1.2.3 (git 2.25.1) at 2026-06-15 02:37:43 +0000