torch_qip

The repository includes the the implemented circuits in qiskit, the efficient state simulator torch_qip, and experiments conducted in the paper.

files on circuit implementation:

• ./circuits_qiskit/main_simulate.py: the implemented circuit simulator
• ./circuits_qiskit/main_real_machine.py: run the circuit on IBM real quantum machine

files on the efficient state simulator:

• ./src: the source code of the efficient state simulator

files related to experiments:

• ./circuits_qiskit/compare_circuit_torchqip.py: compare the results of circuit simulator in qiskit and the proposed efficient state simulator
• ./evaluations/: codes to evaluate the efficiency and accuracy of the state simulator
• ./examples: the examples of using our torch_qip module in machine learning and deep learning

The following instructions are how to use our efficient state simulator in practifcal use:

Compilation and Installation

To install, run

python setup.py install

To check whether the intallation is successful, run

sh test.sh

Usage

import torch # must import torch before torch_qip
import torch_qip