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{"type":"item.completed","item":{"id":"item_1","type":"agent_message","text":"```python\nimport json, shutil, numpy as np\nshutil.copyfile(\"/work/design.py\",\"/work/design_v22.py\")\nfinal_source=open(\"/work/design_v19.py\").read()\nopen(\"/work/design.py\",\"w\").write(final_source)\nopen(\"/work/final_design.py\",\"w\").write(final_source)\noverrides=json.load(open(\"/work/params_v9.json\"))\nopen(\"/work/final_parameters.json\",\"w\").write(json.dumps(overrides,indent=2))\nexec(final_source)\n\n# Audit tensors only; no policy evaluation is performed here.\ntotal=0\nfor name in saved():\n    a=load(name)\n    assert np.isfinite(a).all(), name\n    total+=a.size\n    print(name, a.shape, \"nonzero\", np.count_nonzero(a),\n          \"max_abs\", float(np.max(np.abs(a))))\nassert total==1480274\nprint(\"Final network restored and saved; all 1,480,274 parameters are finite.\")\n```\n"}}
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