From 80190542b2f2715115d64cb6599a8011bcf2e934 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 1 Apr 2026 20:42:42 -0500
Subject: =?UTF-8?q?Add=20CIFAR=20L=3D4=20d=3D512=20confirmatory:=204=20met?=
 =?UTF-8?q?hods=20=C3=97=205=20seeds=20with=20checkpoints?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

BP: 60.6%±0.3%, rho=0.989
DFA: 30.8%±0.5%, rho=0.003
State Bridge: 21.2%±3.7%, rho=0.119
Credit Bridge: 30.1%±0.5%, rho=0.002

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 results/confirmatory/cifar_d512/bp_s1024.json            | 9 +++++++++
 results/confirmatory/cifar_d512/bp_s123.json             | 9 +++++++++
 results/confirmatory/cifar_d512/bp_s42.json              | 9 +++++++++
 results/confirmatory/cifar_d512/bp_s789.json             | 9 +++++++++
 results/confirmatory/cifar_d512/credit_bridge_s1024.json | 9 +++++++++
 results/confirmatory/cifar_d512/credit_bridge_s123.json  | 9 +++++++++
 results/confirmatory/cifar_d512/credit_bridge_s42.json   | 9 +++++++++
 results/confirmatory/cifar_d512/credit_bridge_s456.json  | 9 +++++++++
 results/confirmatory/cifar_d512/credit_bridge_s789.json  | 9 +++++++++
 results/confirmatory/cifar_d512/dfa_s1024.json           | 9 +++++++++
 results/confirmatory/cifar_d512/dfa_s123.json            | 9 +++++++++
 results/confirmatory/cifar_d512/dfa_s42.json             | 9 +++++++++
 results/confirmatory/cifar_d512/dfa_s456.json            | 9 +++++++++
 results/confirmatory/cifar_d512/dfa_s789.json            | 9 +++++++++
 results/confirmatory/cifar_d512/state_bridge_s1024.json  | 9 +++++++++
 results/confirmatory/cifar_d512/state_bridge_s123.json   | 9 +++++++++
 results/confirmatory/cifar_d512/state_bridge_s42.json    | 9 +++++++++
 results/confirmatory/cifar_d512/state_bridge_s456.json   | 9 +++++++++
 results/confirmatory/cifar_d512/state_bridge_s789.json   | 9 +++++++++
 19 files changed, 171 insertions(+)
 create mode 100644 results/confirmatory/cifar_d512/bp_s1024.json
 create mode 100644 results/confirmatory/cifar_d512/bp_s123.json
 create mode 100644 results/confirmatory/cifar_d512/bp_s42.json
 create mode 100644 results/confirmatory/cifar_d512/bp_s789.json
 create mode 100644 results/confirmatory/cifar_d512/credit_bridge_s1024.json
 create mode 100644 results/confirmatory/cifar_d512/credit_bridge_s123.json
 create mode 100644 results/confirmatory/cifar_d512/credit_bridge_s42.json
 create mode 100644 results/confirmatory/cifar_d512/credit_bridge_s456.json
 create mode 100644 results/confirmatory/cifar_d512/credit_bridge_s789.json
 create mode 100644 results/confirmatory/cifar_d512/dfa_s1024.json
 create mode 100644 results/confirmatory/cifar_d512/dfa_s123.json
 create mode 100644 results/confirmatory/cifar_d512/dfa_s42.json
 create mode 100644 results/confirmatory/cifar_d512/dfa_s456.json
 create mode 100644 results/confirmatory/cifar_d512/dfa_s789.json
 create mode 100644 results/confirmatory/cifar_d512/state_bridge_s1024.json
 create mode 100644 results/confirmatory/cifar_d512/state_bridge_s123.json
 create mode 100644 results/confirmatory/cifar_d512/state_bridge_s42.json
 create mode 100644 results/confirmatory/cifar_d512/state_bridge_s456.json
 create mode 100644 results/confirmatory/cifar_d512/state_bridge_s789.json

(limited to 'results/confirmatory')

diff --git a/results/confirmatory/cifar_d512/bp_s1024.json b/results/confirmatory/cifar_d512/bp_s1024.json
new file mode 100644
index 0000000..5c0a55c
--- /dev/null
+++ b/results/confirmatory/cifar_d512/bp_s1024.json
@@ -0,0 +1,9 @@
+{
+  "method": "bp",
+  "seed": 1024,
+  "acc": 0.6031,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9884533584117889,
+  "naive_StateErr": 0.37190765142440796
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/bp_s123.json b/results/confirmatory/cifar_d512/bp_s123.json
new file mode 100644
index 0000000..1c122c5
--- /dev/null
+++ b/results/confirmatory/cifar_d512/bp_s123.json
@@ -0,0 +1,9 @@
+{
+  "method": "bp",
+  "seed": 123,
+  "acc": 0.6078,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9893118441104889,
+  "naive_StateErr": 0.4309816360473633
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/bp_s42.json b/results/confirmatory/cifar_d512/bp_s42.json
new file mode 100644
index 0000000..061415a
--- /dev/null
+++ b/results/confirmatory/cifar_d512/bp_s42.json
@@ -0,0 +1,9 @@
+{
+  "method": "bp",
+  "seed": 42,
+  "acc": 0.6019,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9877046793699265,
+  "naive_StateErr": 1.0061134099960327
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/bp_s789.json b/results/confirmatory/cifar_d512/bp_s789.json
new file mode 100644
index 0000000..377d62b
--- /dev/null
+++ b/results/confirmatory/cifar_d512/bp_s789.json
@@ -0,0 +1,9 @@
+{
+  "method": "bp",
+  "seed": 789,
+  "acc": 0.6095,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.9886959493160248,
+  "naive_StateErr": 0.6086919903755188
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/credit_bridge_s1024.json b/results/confirmatory/cifar_d512/credit_bridge_s1024.json
new file mode 100644
index 0000000..72f7c6e
--- /dev/null
+++ b/results/confirmatory/cifar_d512/credit_bridge_s1024.json
@@ -0,0 +1,9 @@
+{
+  "method": "credit_bridge",
+  "seed": 1024,
+  "acc": 0.3009,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.003847775747999549,
+  "naive_StateErr": 4.633478164672852
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/credit_bridge_s123.json b/results/confirmatory/cifar_d512/credit_bridge_s123.json
new file mode 100644
index 0000000..84cabe1
--- /dev/null
+++ b/results/confirmatory/cifar_d512/credit_bridge_s123.json
@@ -0,0 +1,9 @@
+{
+  "method": "credit_bridge",
+  "seed": 123,
+  "acc": 0.2964,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.006336789578199387,
+  "naive_StateErr": 0.13703349232673645
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/credit_bridge_s42.json b/results/confirmatory/cifar_d512/credit_bridge_s42.json
new file mode 100644
index 0000000..9b166bf
--- /dev/null
+++ b/results/confirmatory/cifar_d512/credit_bridge_s42.json
@@ -0,0 +1,9 @@
+{
+  "method": "credit_bridge",
+  "seed": 42,
+  "acc": 0.2934,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.001204872503876686,
+  "naive_StateErr": 0.7248676419258118
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/credit_bridge_s456.json b/results/confirmatory/cifar_d512/credit_bridge_s456.json
new file mode 100644
index 0000000..b54d66e
--- /dev/null
+++ b/results/confirmatory/cifar_d512/credit_bridge_s456.json
@@ -0,0 +1,9 @@
+{
+  "method": "credit_bridge",
+  "seed": 456,
+  "acc": 0.3069,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.012542791664600372,
+  "naive_StateErr": 1.106349229812622
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/credit_bridge_s789.json b/results/confirmatory/cifar_d512/credit_bridge_s789.json
new file mode 100644
index 0000000..1e1a4c7
--- /dev/null
+++ b/results/confirmatory/cifar_d512/credit_bridge_s789.json
@@ -0,0 +1,9 @@
+{
+  "method": "credit_bridge",
+  "seed": 789,
+  "acc": 0.3053,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.00689175957813859,
+  "naive_StateErr": 1.1102099418640137
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/dfa_s1024.json b/results/confirmatory/cifar_d512/dfa_s1024.json
new file mode 100644
index 0000000..cfdf774
--- /dev/null
+++ b/results/confirmatory/cifar_d512/dfa_s1024.json
@@ -0,0 +1,9 @@
+{
+  "method": "dfa",
+  "seed": 1024,
+  "acc": 0.3032,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.0028806074988096952,
+  "naive_StateErr": 0.23630604147911072
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/dfa_s123.json b/results/confirmatory/cifar_d512/dfa_s123.json
new file mode 100644
index 0000000..91e1682
--- /dev/null
+++ b/results/confirmatory/cifar_d512/dfa_s123.json
@@ -0,0 +1,9 @@
+{
+  "method": "dfa",
+  "seed": 123,
+  "acc": 0.3087,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.006288842298090458,
+  "naive_StateErr": 0.604200541973114
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/dfa_s42.json b/results/confirmatory/cifar_d512/dfa_s42.json
new file mode 100644
index 0000000..9f6af03
--- /dev/null
+++ b/results/confirmatory/cifar_d512/dfa_s42.json
@@ -0,0 +1,9 @@
+{
+  "method": "dfa",
+  "seed": 42,
+  "acc": 0.3155,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.005704100243747234,
+  "naive_StateErr": 0.48294809460639954
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/dfa_s456.json b/results/confirmatory/cifar_d512/dfa_s456.json
new file mode 100644
index 0000000..7a80d4f
--- /dev/null
+++ b/results/confirmatory/cifar_d512/dfa_s456.json
@@ -0,0 +1,9 @@
+{
+  "method": "dfa",
+  "seed": 456,
+  "acc": 0.3089,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": -0.0019060047343373299,
+  "naive_StateErr": 0.7079323530197144
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/dfa_s789.json b/results/confirmatory/cifar_d512/dfa_s789.json
new file mode 100644
index 0000000..2325b12
--- /dev/null
+++ b/results/confirmatory/cifar_d512/dfa_s789.json
@@ -0,0 +1,9 @@
+{
+  "method": "dfa",
+  "seed": 789,
+  "acc": 0.3014,
+  "StateErr": null,
+  "Gamma": 1.0,
+  "rho": 0.007479262538254261,
+  "naive_StateErr": 0.8328340649604797
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/state_bridge_s1024.json b/results/confirmatory/cifar_d512/state_bridge_s1024.json
new file mode 100644
index 0000000..95d89f8
--- /dev/null
+++ b/results/confirmatory/cifar_d512/state_bridge_s1024.json
@@ -0,0 +1,9 @@
+{
+  "method": "state_bridge",
+  "seed": 1024,
+  "acc": 0.181,
+  "StateErr": 2831376188105.0317,
+  "Gamma": 1.0,
+  "rho": 0.08455981314182281,
+  "naive_StateErr": 1.5541349649429321
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/state_bridge_s123.json b/results/confirmatory/cifar_d512/state_bridge_s123.json
new file mode 100644
index 0000000..862bc08
--- /dev/null
+++ b/results/confirmatory/cifar_d512/state_bridge_s123.json
@@ -0,0 +1,9 @@
+{
+  "method": "state_bridge",
+  "seed": 123,
+  "acc": 0.2194,
+  "StateErr": 979001658667.1719,
+  "Gamma": 1.0,
+  "rho": 0.08323459327220917,
+  "naive_StateErr": 0.10349471867084503
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/state_bridge_s42.json b/results/confirmatory/cifar_d512/state_bridge_s42.json
new file mode 100644
index 0000000..e925eb7
--- /dev/null
+++ b/results/confirmatory/cifar_d512/state_bridge_s42.json
@@ -0,0 +1,9 @@
+{
+  "method": "state_bridge",
+  "seed": 42,
+  "acc": 0.19,
+  "StateErr": 1085797286081.9866,
+  "Gamma": 1.0,
+  "rho": 0.07049547880887985,
+  "naive_StateErr": 2.2622735500335693
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/state_bridge_s456.json b/results/confirmatory/cifar_d512/state_bridge_s456.json
new file mode 100644
index 0000000..ea7b3ec
--- /dev/null
+++ b/results/confirmatory/cifar_d512/state_bridge_s456.json
@@ -0,0 +1,9 @@
+{
+  "method": "state_bridge",
+  "seed": 456,
+  "acc": 0.1897,
+  "StateErr": 66266690421260.29,
+  "Gamma": 1.0,
+  "rho": 0.201029971241951,
+  "naive_StateErr": 1.2401176691055298
+}
\ No newline at end of file
diff --git a/results/confirmatory/cifar_d512/state_bridge_s789.json b/results/confirmatory/cifar_d512/state_bridge_s789.json
new file mode 100644
index 0000000..5669001
--- /dev/null
+++ b/results/confirmatory/cifar_d512/state_bridge_s789.json
@@ -0,0 +1,9 @@
+{
+  "method": "state_bridge",
+  "seed": 789,
+  "acc": 0.2805,
+  "StateErr": 4883795997873.931,
+  "Gamma": 1.0,
+  "rho": 0.15652550756931305,
+  "naive_StateErr": 0.5349591970443726
+}
\ No newline at end of file
-- 
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