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Table · dataset · 2026

Tensorloc

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34024641.v4

<p dir="ltr">TensorLoc</p><p dir="ltr">TensorLoc is a research prototype for pass-boundary regression checking in quantum compilers.

Description

It captures adjacent Qiskit pass snapshots, cancels exact matches exposed at both per-wire DAG frontiers, projects the unmatched windows to their gate support, and invokes a three-valued semantic oracle.</p><h2 dir="ltr">Verdicts and scope</h2><ul><li><code>EQUIVALENT_CERTIFIED</code>: syntactic, bounded dense-operator, or Clifford-tableau checking established equivalence under the configured numerical semantics.</li><li><code>NON_EQUIVALENT_DETECTED</code>: a deterministic checker or a concrete state probe found a difference.</li><li><code>NO_DIFFERENCE_OBSERVED</code> / <code>UNKNOWN</code>: the invocation abstained.

These results are never converted to equivalence or a fault.</li></ul><p dir="ltr">The current implementation handles unitary snapshots only when qubit count, ordered wire interpretation, and layout metadata are stable.</p><h2 dir="ltr">Reproduce</h2><pre><pre>python -m pip install -r requirements.txt<br>python -m pytest -q<br>python scripts/run_rq1.py<br>python scripts/run_rq2.py<br>python scripts/run_rq3.py<br>python scripts/run_rq4.py<br></pre></pre><p dir="ltr">RQ1 records every compiler callback.

Read the rest (3 more)

RQ2 compares the same eligible adjacent boundaries with TensorLoc, MQT QCEC's default flow, a deterministic QCEC configuration, and QCEC on the extracted windows, using an external process-level wall-clock limit. RQ3 evaluates admitted gate-level mutations and pass-wise baselines. RQ2 discards one warm-up and retains three measured trials per method and boundary; varying repeated verdicts become <code>UNKNOWN</code>.

RQ4 audits and reproduces 3 provenance-verified Qiskit historical compiler defects, reporting 3/3 buggy detection, 3/3 exact-pass localization, and 3/3 fixed-release certification.</p><p dir="ltr">The Qiskit 2.5.1 robustness slice uses the same 18 circuits with one fixed grid/O2 configuration family and is recorded in the new <code>rq2_qiskit251_robustness_*</code> artifacts. All recorded experiments ran sequentially on an Intel Core i9-14900K with 128 GiB RAM under Windows 11 and CPython 3.12.10.

The robustness slice has a separate exact dependency lock because the primary study remains on Qiskit 1.3.1.</p><p dir="ltr">PowerShell reproduction of the Qiskit 2.5.1 slice:</p><pre><pre>py -3.12 -m venv .venv-qiskit251<br>.\.venv-qiskit251\Scripts\python.exe -m pip install -r requirements-qiskit251.txt<br>$env:TENSORLOC_RQ2_ROBUSTNESS = 'qiskit251'<br>.\.venv-qiskit251\Scripts\python.exe scripts\run_rq2.py<br></pre></pre><p dir="ltr">Bash reproduction of the same slice:</p><pre><pre>python3.12 -m venv .venv-qiskit251<br>.venv-qiskit251/bin/python -m pip install -r requirements-qiskit251.txt<br>TENSORLOC_RQ2_ROBUSTNESS=qiskit251 .venv-qiskit251/bin/python scripts/run_rq2.py<br></pre></pre><p dir="ltr">Raw observations are stored under <code>data/raw</code>, processed tables under <code>data/processed</code>, and provenance manifests under <code>data/metadata</code>.</p>

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Where it is published

Catalogue records · 1

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Provenance · 11 source records, 67 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340246416 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340246416 d agoJSON v1
DMU Figshareoai:figshare.com:article/340246416 d agoJSON v1
HKU DataHuboai:figshare.com:article/340246416 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/340246416 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340246416 d agoJSON v1
SUNScholarDataoai:figshare.com:article/340246416 d agoJSON v1
figshareoai:figshare.com:article/340246416 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340246415 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340246415 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340246415 d agoJSON v1
FieldAssertionExtractorEvidence
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