protocol: implement residual mirror full gate

1 files changed, 52 insertions, 0 deletions

diff --git a/experiments/residual_mirror_full_development.py b/experiments/residual_mirror_full_development.py
new file mode 100755
index 0000000..adba032
--- /dev/null
+++ b/experiments/residual_mirror_full_development.py
@@ -0,0 +1,52 @@
+#!/usr/bin/env python3
+"""Run the single frozen RRM-3 full ResNet-20 validation baseline."""
+import argparse
+import json
+import os
+import subprocess
+import sys
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--selection", default="results/residual_mirror_short_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.get("protocol") != "residual_response_mirror_short_v1":
+        raise ValueError("unexpected RRM-2 selection protocol")
+    if selection.get("status") != "passed":
+        raise ValueError("RRM-2 did not open RRM-3")
+    rate = float(selection["selected_rrm"]["lr"])
+    if rate != 0.1:
+        raise ValueError("RRM-2 selected an unexpected hidden rate")
+
+    command = [
+        sys.executable, "experiments/conv_run.py", "--mode", "rrm",
+        "--device", args.device, "--depth", "20", "--width", "16",
+        "--seed", "0", "--loader_seed", "0", "--batch_size", "128",
+        "--epochs", "200", "--train_limit", "0",
+        "--val_examples", "5000", "--split_seed", "2027",
+        "--eval_split", "validation", "--eval_every", "0",
+        "--augment_train", "1", "--lr_schedule", "step",
+        "--lr_milestones", "100,150", "--lr_gamma", "0.1",
+        "--warmup_epochs", "0", "--momentum", "0.9",
+        "--weight_decay", "1e-4", "--normalization", "batchnorm",
+        "--lr", str(rate), "--output_lr", "0.1", "--a_scale", "1",
+        "--alignment_probe", "32", "--mirror_warmup_steps", "20",
+        "--mirror_every", "16", "--mirror_batch_size", "1",
+        "--mirror_eta", "0.1", "--mirror_noise_std", "1",
+        "--mirror_seed", "3000",
+        "--out", "results/residual_mirror_full/rrm.json",
+    ]
+    os.makedirs("results/residual_mirror_full", exist_ok=True)
+    print(" ".join(command), flush=True)
+    if not args.dry_run:
+        subprocess.run(command, check=True)
+
+
+if __name__ == "__main__":
+    main()