rb-benchmarker

# RB Benchmarker ## Purpose Provides expert guidance on randomized benchmarking protocols for characterizing quantum gate fidelities and hardware performance. ## Capabilities - Standard randomized benchmarking - Interleaved randomized benchmarking - Simultaneous RB for crosstalk - Character benchmarking - Cycle benchmarking - Fidelity decay fitting - SPAM error separation - Confidence interval estimation ## Usage Guidelines 1. **Protocol Selection**: Choose RB variant based on characterization goals 2. **Sequence Generation**: Create random Clifford sequences of varying lengths 3. **Execution**: Run benchmarking experiments with sufficient statistics 4. **Fitting**: Analyze decay curves to extract fidelity parameters 5. **Reporting**: Generate comprehensive benchmarking reports ## Tools/Libraries - Qiskit Experiments - Cirq - True-Q - PyGSTi - SciPy