Jufe448 -

The reduced distance and higher connectivity enable (Toffoli, CCZ) that previously required decomposition into multiple two‑qubit operations, cutting circuit depth by up to 40 % .

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JUFE‑448 incorporates the error‑correction scheme, a refined version of the standard surface code that embeds four additional parity checks per logical qubit . Using the 448 physical qubits, the processor can host up to 30 logical qubits with an error threshold of 0.5 % —well below the measured physical gate error of 0.12 %.

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| Symptom | Likely Cause | Fix | |---------|--------------|-----| | ImportError: No module named jufe448 | Package not installed or wrong environment. | Re‑activate your virtual env or run pip install jufe448 again. | | Permission denied when running jufe448 | Lack of admin rights on Windows or missing execute flag on Linux. | Run as (Windows) or chmod +x $(which jufe448) (Linux). | | No data appears in plots | The default backend may be missing (e.g., matplotlib not installed). | pip install matplotlib and restart your script. | | “Device not found” (hardware) | Wrong serial port or driver missing. | Check dmesg (Linux) or Device Manager (Windows); install the vendor driver. | | Assignment auto‑grader always fails | You’re using the wrong Python version (e.g., 3.7 vs 3.9). | Switch to the required version ( pyenv , conda , or LMS‑provided VM). | | Unexpected NaN values after processing | Input data contains gaps or non‑numeric entries. | Clean your data first: engine.clean(data, method='interpolate') . | The Cultural "Rumor" of Jufe448 JUFE‑448 incorporates the

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