QuPRS: Quantum Path-sum Reduction and Solver

QuPRS("kyu-parse") is a tool for Quantum Circuit tool integrate Path-sum Reduction and Solver.

In quantum computing, verifying whether an optimized or compiled quantum circuit is functionally equivalent to the original circuit is a crucial task. QuPRS aims to solve this problem, and its features include:

• Novel verification method: Based on pathsum, which is a circuit representation method different from traditional matrix products.
• Multiple verification strategies:
  1. Hybrid mode (RR + WMC): Combines the efficiency of reduction rules and the completeness of weighted model counting.
  2. Reduction rules only (RR): Extremely fast, suitable for circuits that can be simplified by local rules.
  3. WMC only: A powerful SAT-based method for more complex circuit structures.
• Seamless integration with Qiskit ecosystem: Circuits can be directly loaded from Qiskit QuantumCircuit objects or QASM files.

Contents

• QuPRS: Quantum Path-sum Reduction and Solver
  • Contents
  • Installation
  • Using QuPRS
    • Create pathsum Circuit
    • Import From qasm
  • Equivalence Checking
    • Circuit Prepare
    • Run Equivalence Checking
  • Cite
  • License Information
  • Acknowledgements

Installation

It is recommended to install QuPRS in a virtual environment.

1. Create and activate a Conda virtual environment:

   conda create --name QuPRS python=3.12 # Or your preferred Python version
   conda activate QuPRS

2. Install QuPRS using pip:

   pip install QuPRS

   or install QuPRS latest commit:

   pip install git+https://github.com/PhysicsQoo/QuPRS.git

Using QuPRS

This tool can build quantum circuit using path-sum formulation.

First, import the necessary components from the QuPRS library.

from QuPRS.pathsum import PathSum

Create pathsum Circuit

Create a pathsum Circuit You can create a PathSum.QuantumCircuit object directly:

qubit_num = 2
circuit = PathSum.QuantumCircuit(qubit_num)
circuit = circuit.h(0) # Apply Hadamard gate to qubit 0
circuit = circuit.h(0) # Apply Hadamard gate to qubit 0 again (H*H = I)
# Add more gates as needed
# e.g., circuit = circuit.cx(0, 1)

Import From qasm

pathsum supports importing circuits from QASM files or strings.

From a QASM file:

filename = "my_circuit.qasm"
# Ensure my_circuit.qasm exists and contains valid QASM code
# Example my_circuit.qasm:
# OPENQASM 2.0;
# include "qelib1.inc";
# qreg q[2];
# h q[0];
# cx q[0],q[1];

circuit = PathSum.load_from_qasm_file(filename)

Or

qasm_str = """
OPENQASM 2.0;
include "qelib1.inc";
qreg q[2];
h q[0];
cx q[0],q[1];
"""
circuit = PathSum.load_from_qasm_str(qasm_str)

Equivalence Checking

QuPRS provides tools for checking the equivalence of two quantum circuits, potentially imported from Qiskit or QASM files.

Importing Circuits for Equivalence Checking You can load circuits from QASM files or define them directly using Qiskit for comparison.

Circuit Prepare

• Load from QASM files

  # Assuming circuit1.qasm and circuit2.qasm exist
  from QuPRS.interface.load_qiskit import load_circuit
  
  circuit1 = load_circuit("circuit1.qasm")
  circuit2 = load_circuit("circuit2.qasm")

• Direct import from Qiskit QuantumCircuit objects:

  from qiskit import QuantumCircuit 
  
  # Define circuit1 using Qiskit
  circuit1 = QuantumCircuit(2)
  circuit1.h(1)
  circuit1.cx(0, 1)
  circuit1.h(1)
  
  # Define circuit2 using Qiskit
  circuit2 = QuantumCircuit(2)
  circuit2.cz(0, 1)

Run Equivalence Checking

• Hybrid: Reduction Rules (RR) and Weighted Model Counting (WMC)

  This method combines RR with WMC for equivalence checking.

  from QuPRS import check_equivalence
  
  result = check_equivalence(circuit1, circuit2, method = "hybrid",)

• Using Reduction Rules (RR)

  from QuPRS import check_equivalence
  
  result = check_equivalence(circuit1, circuit2, method = "reduction_rules",)

• WMC only (without RR)

  To perform equivalence checking using only WMC, you need to disable the Reduction Rules switch.

  from QuPRS import check_equivalence
  
  result = check_equivalence(circuit1, circuit2, method = "wmc_only",)

Cite

If you use QuPRS in your research, please consider citing it.

This code is associated with a forthcoming publication. Please cite this repository for now, and check back for the full paper citation.

License Information

• The original source code of this project is licensed under the MIT License.

• This project utilizes and depends on several third-party components and libraries, which are governed by their own licenses. For detailed copyright notices and the full license texts of these components, please see the NOTICE.md file.

Acknowledgements

This project utilizes gpmc, a binary component developed by Kenji Hashimoto, for parts of its Weighted Model Counting functionality.