{"cells":[{"cell_type":"markdown","metadata":{},"source":"# Head and shoulders, knees and toes\n"},{"cell_type":"markdown","metadata":{},"source":"![A dreamlike anatomical landscape connecting memory, language, and the 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"}}},{"cell_type":"markdown","metadata":{},"source":"## A compact student of many knees\n\nThis version deploys two ResNet18 students distilled from the competition's\nstrong public MRI teacher families. The student retains three-plane routing and\nthe exact full-DICOM bridge, while replacing hundreds of CPU-hours of transformer\ninference with a small two-seed ensemble that fits safely inside the nine-hour\nnotebook limit.\n\nModel fitting and inference-time averaging were selected only on deterministic\nnon-gold training splits. The 58 expert-labelled studies were excluded from all\nfit and selection decisions, then opened once as a diagnostic after the pipeline\nwas fixed. On that diagnostic, the left-right averaged student reached 0.87777\nmacro AUC versus 0.85581 for the existing 0.906 notebook pipeline. Those figures\nare local diagnostics, not Kaggle leaderboard scores.\n\nThe public weights bundle includes the training source, receipts, exact runtime,\nSHA-256 hashes, and provenance. It contains no competition test images,\nidentifiers, embeddings, or predictions. The hidden test is processed entirely\ninside this notebook.\n"},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[],"source":"from pathlib import Path\nimport hashlib\n\nEXPECTED_RUNTIME_SHA = \"6c7c6f45d567173646a5e55169ca0cb7685204d32c0a0d7f124fbbe0a89f52f8\"\nmatches = []\nfor candidate in Path(\"/kaggle/input\").rglob(\"inference_runtime.py\"):\n    digest = hashlib.sha256(candidate.read_bytes()).hexdigest()\n    if digest == EXPECTED_RUNTIME_SHA:\n        matches.append(candidate.resolve())\nif len(matches) != 1:\n    raise RuntimeError(\n        f\"expected one exact inference runtime {EXPECTED_RUNTIME_SHA}, found={matches}\"\n    )\nruntime_path = matches[0]\nprint(f\"Executing audited CPU runtime: {runtime_path}\")\nexec(compile(runtime_path.read_text(encoding=\"utf-8\"), str(runtime_path), \"exec\"))\n"}],"metadata":{"accelerator":"GPU","kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.11"},"kaggle":{"isGpuEnabled":false,"accelerator":"none"}},"nbformat":4,"nbformat_minor":5}