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#!/usr/bin/env python3
"""Run the sole frozen D1 dynamic neutral-projection candidate."""
import argparse
import json
import os
import subprocess
import sys
def main():
parser = argparse.ArgumentParser()
parser.add_argument("--device", default="cuda")
parser.add_argument("--dry_run", action="store_true")
parser.add_argument(
"--s0_gate", default="results/kp_innovation_stability_gate.json")
parser.add_argument(
"--out", default="results/kp_dynamic_projection/dynamic.json")
args = parser.parse_args()
with open(args.s0_gate) as handle:
gate = json.load(handle)
if (gate.get("protocol") != "kp_stability_margin_training_prefix_v1"
or gate.get("status") != "failed_no_eligible_margin"):
raise ValueError("D1 requires the audited failed S0 gate")
command = [
sys.executable,
"experiments/diagnose_kp_traffic_nonfinite.py",
"--rule", "innovation",
"--predictor_mode", "closed_form",
"--predictor_every", "0",
"--stability_margin", "0",
"--neutral_projection",
"--device", args.device,
"--max_steps", "352",
"--out", args.out,
]
print(" ".join(command), flush=True)
if not args.dry_run:
os.makedirs(os.path.dirname(os.path.abspath(args.out)), exist_ok=True)
subprocess.run(command, check=True)
if __name__ == "__main__":
main()
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