"""Export a verified training checkpoint as inference-only Trackformer 1.2 weights.""" from __future__ import annotations import argparse import hashlib import json from pathlib import Path import torch EXPECTED_SHA256 = "f194a23d3f91ea76ad776dfad942fabd669eeae8b3fd665815463095367e9ee0" EXPECTED_ARCH = "v173-moving-core-multiscale-attention" def sha256(path: Path) -> str: digest = hashlib.sha256() with path.open("rb") as stream: for block in iter(lambda: stream.read(8 * 1024 * 1024), b""): digest.update(block) return digest.hexdigest() def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("checkpoint", type=Path) parser.add_argument("output_dir", type=Path) args = parser.parse_args() if sha256(args.checkpoint) != EXPECTED_SHA256: raise ValueError("Checkpoint SHA-256 does not match the selected release source") payload = torch.load(args.checkpoint, map_location="cpu", weights_only=False) if (payload.get("version"), payload.get("architecture"), payload.get("epoch")) != ( "1.2.73", EXPECTED_ARCH, 4 ): raise ValueError("Checkpoint identity does not match the selected release source") if len(payload.get("history", [])) != 4: raise ValueError("Expected four completed epochs in checkpoint history") args.output_dir.mkdir(parents=True, exist_ok=True) weights = args.output_dir / "weights.pt" torch.save(payload["model"], weights) source = args.output_dir manifest = { "public_version": "1.2", "release_status": "research_candidate_not_operational", "source_checkpoint_version": payload["version"], "source_checkpoint_epoch": payload["epoch"], "architecture": payload["architecture"], "source_checkpoint_sha256": EXPECTED_SHA256, "inference_weights_sha256": sha256(weights), "dataset_sha256": payload["dataset_sha256"], "source_module_sha256": {name: sha256(source / name) for name in ( "model.py", "baseline_model.py", "v165_base.py")}, "data_contract": payload["data_contract"], } (args.output_dir / "manifest.json").write_text(json.dumps(manifest, indent=2) + "\n") print(json.dumps({key: manifest[key] for key in ( "public_version", "architecture", "inference_weights_sha256")}, indent=2)) if __name__ == "__main__": main()