From 612196a53285b6efc44c0dd84699c7b57a6dc8e1 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 22 Jul 2026 12:53:53 -0500
Subject: protocol: freeze Oral-A v3 causal-capture funnel

---
 experiments/oral_a_v3_full_development.py | 49 +++++++++++++++++++++++++++++++
 1 file changed, 49 insertions(+)
 create mode 100644 experiments/oral_a_v3_full_development.py

(limited to 'experiments/oral_a_v3_full_development.py')

diff --git a/experiments/oral_a_v3_full_development.py b/experiments/oral_a_v3_full_development.py
new file mode 100644
index 0000000..0b38f7d
--- /dev/null
+++ b/experiments/oral_a_v3_full_development.py
@@ -0,0 +1,49 @@
+#!/usr/bin/env python3
+"""Run the single frozen Oral-A-v3 full ResNet-20 validation job."""
+import argparse
+import json
+import os
+import subprocess
+import sys
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--selection", default="results/oral_a_v3_calibration_gate.json")
+    parser.add_argument("--device", default="cuda")
+    parser.add_argument("--dry_run", action="store_true")
+    args = parser.parse_args()
+    with open(args.selection) as handle:
+        selection = json.load(handle)
+    if selection["status"] != "passed":
+        raise ValueError("Oral-A-v3 causal-capture gate did not pass")
+    chosen = selection["selected_v3"]
+    command = [
+        sys.executable, "experiments/conv_run.py",
+        "--mode", "sdil", "--device", args.device,
+        "--depth", "20", "--width", "16", "--seed", "0",
+        "--loader_seed", "0", "--batch_size", "128", "--epochs", "200",
+        "--val_examples", "5000", "--split_seed", "2027",
+        "--eval_split", "validation", "--eval_every", "20",
+        "--augment_train", "1", "--lr", "0.03", "--output_lr", "0.1",
+        "--lr_schedule", "step", "--lr_milestones", "100,150",
+        "--lr_gamma", "0.1", "--warmup_epochs", "0", "--momentum", "0.9",
+        "--weight_decay", "1e-4", "--normalization", "batchnorm",
+        "--vectorizer_mode", "channel_gated", "--a_scale", "0",
+        "--eta_A", str(chosen["eta_A"]), "--a_warmup_steps", "400",
+        "--apical_calibration_mode", "vectorizer_subspace",
+        "--pert_sigma", "0.01", "--pert_directions", "1",
+        "--pert_every", "4", "--perturb_seed", "1000",
+        "--alignment_probe", "32",
+        "--out", "results/oral_a_v3_dev/sdil_full_r20_s0.json",
+    ]
+    os.makedirs("results/oral_a_v3_dev", exist_ok=True)
+    print(" ".join(command), flush=True)
+    if not args.dry_run:
+        subprocess.run(command, check=True)
+
+
+if __name__ == "__main__":
+    main()
+
-- 
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