Rapid Quantum Prototyping (RQP)

QAOA RQP Pro V9.2

Exact type budgets, worker profiles, live logs, memory telemetry, tensor sim, and opt-in 2nd opinion.

V9.2 adds tester diagnostics on top of V8: additional exact type-budget constraints, asynchronous worker status, memory tracking, tensor simulation, and selectable export mode.

V9.2 test route. Not yet linked from the public site navigation. The current public QAOA RQP page remains on V8.
Best used on a desktop or laptop screen. Use browser zoom to fit the workspace comfortably. Mobile screens are supported only for basic review.

Access

Excel Input

Workbook Summary

Workbook metrics are available after file inspection.

Workbook fileavailable after inspection
Backend serviceqaoa-rqp-api-v9
Model version9.0.0
2nd opinionInternal only / no 2nd opinion
Worker profileSmall
Configured worker resources2 vCPU / 2 GiB RAM
Peak memory usageavailable after inspection
Decision variables / qubitsavailable after inspection
Decision state spaceavailable after inspection
Fixed asset blocksavailable after inspection
Variable asset blocksavailable after inspection
Unique tickers referencedavailable after inspection
Budgetavailable after inspection
Fixed invested amountavailable after inspection
Variable selectable universeavailable after inspection
Additional type constraints0
QUBO shapeavailable after inspection
Classical candidatesavailable after inspection
QAOA candidates0
Top N exportedavailable after inspection
Settings loadedavailable after inspection

Fixed blocks are included in every portfolio. Only variable blocks become QUBO decision variables / qubits.

Additional Type Budgets

V9.2 supports up to five exact type budgets. In Excel, use Additional Type Constraints plus Type A-E Size, Name, Budget, and Budget Penalty fields.

No additional type-budget constraints detected. V9.2 supports up to five optional exact type budgets: Type A through Type E.

Optimization Settings

QAOA Lightning Sim runs as an asynchronous backend job on PennyLane lightning.qubit. Availability and limits depend on the active key or public demo limits.
Internal only / no 2nd opinion
Use only the internal optimizer result.
Small
For small examples and quick tests
2 vCPU / 2 GiB RAM
Initial pre-run runtime estimate
Initial expected range~55 sec
Initial calibrated estimate55 sec
Raw backend estimaten/a
Estimate basiswaiting for workbook inspection
Random seedauto
Runtime capn/a
Within backend limitn/a
Limit sourcen/a

This is the initial estimate from workbook inspection before execution. The backend live ETA during a job may differ once real execution speed is known.

Optional. Use the same seed to make comparable runs more reproducible under the same code and environment.

Runs are submitted as backend jobs. The page polls the backend for progress, logs, ETA and result availability.

QAOA shots are used when sampling mode is active. Tensor Sim always uses sampling; Lightning Sim shows exact for small exact-probability runs.

Review File

Save the current V9.2 result, charts, logs, settings, and workbook filename as a local JSON review file. Loading a review file restores the view without rerunning the backend.

Code Exports

Exports use the optimization package inside the saved result JSON. Load a completed review or raw JSON file, then use a key at the required level.

Classical Result Summary

Run an optimization to see the classical result summary here.

Quantum Result Summary

QUBO value
n/a
Selected amount
n/a
Budget gap
n/a
Return proxy
n/a
Volatility
n/a
Sharpe ratio
n/a
Bitstring
n/a
Source
n/a
Probability
n/a

This block displays the best QUBO result from exported quantum samples when a QAOA simulator run completes successfully.

Client Log

No log entries yet.

Backend Optimization Log

Backend logs are streamed through job-status polling. Any ETA inside these log lines is the optimizer-internal ETA, while the status bar shows the backend live ETA. Newest entries are shown first.

Worker profileSmall
Configured resources2 vCPU / 2 GiB RAM
Worker jobn/a
Memory usagenot available yet
Backend optimization logs are available after workbook inspection or while a backend job is running.

V9.2 Type-Budget Diagnostics

No additional type-budget constraints detected. V9.2 supports up to five optional exact type budgets: Type A through Type E.