Add isolated exact eligibility GPU replay prototype and fixed benchmark protocol

models/male-cns-lif/conditioning-acceleration-v1/repair_environment.py

@@ -0,0 +1,22 @@
+"""Log repair of candidate-only packaging tool; preserve first failed attempt."""
+import json
+import os
+from pathlib import Path
+import subprocess
+
+OUT = Path('/home/qishizhe/phase4ar-v100-acceleration-20261001')
+PYTHON = OUT / '.venv/bin/python'
+assert PYTHON.exists() and (OUT / 'install-candidate.stderr.log').exists()
+
+def run(args, stem):
+    with (OUT / (stem + '.stdout.log')).open('x') as stdout, (OUT / (stem + '.stderr.log')).open('x') as stderr:
+        result = subprocess.run([str(PYTHON), '-B', '-m', 'pip', *args], stdout=stdout, stderr=stderr,
+                                env={**os.environ, 'PYTHONDONTWRITEBYTECODE': '1'})
+    print(json.dumps({'step': stem, 'exit_code': result.returncode}), flush=True)
+    if result.returncode:
+        raise RuntimeError(stem)
+
+run(['install', '--disable-pip-version-check', 'pip==25.2'], 'upgrade-candidate-pip')
+run(['install', '--disable-pip-version-check', '--report', str(OUT / 'pip-install-report.json'),
+     'numpy==2.2.6', 'cupy-cuda12x==13.6.0'], 'install-candidate-attempt-02')
+run(['freeze'], 'candidate-freeze')