{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "# Tomography of a CNOT Gate" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "This notebook is directed to explain how a Quantum Process Tomography experiment can be performed in Perceval. 2 qubit Heralded CNOT gate (created using the Knill CNOT) is used as the *target* gate operation under study to demonstrate the experiment and the results." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "## Quantum Process Tomography\n", "Quantum Process Tomography (QPT) is a tool to reconstruct the mathematical operation associated to a physical gate by a series of different measurements on different inputs. QPT scales exponentially with the number of qubits. Any quantum channel (completely positive quantum operation) has a $\\chi$ matrix representation : $$\\varepsilon(\\rho)=\\sum_{m,n}\\chi_{mn}E_m\\rho E_n^†$$QPT reconstructs the $\\chi$ matrix.\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "import perceval as pcvl\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from perceval.components import catalog, Processor, BS\n", "from perceval.components.source import Source\n", "from perceval.algorithm import ProcessTomography\n", "from perceval.algorithm.tomography import is_physical, process_fidelity\n", "from perceval.algorithm import ProcessTomographyMLE, StateTomographyMLE\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "#### In Perceval\n", "\n", "*ProcessTomography* requires a Perceval *Processor* as input which includes the *Source* and the *Gate* or *Operation Circuit* under study. Note that any source imperfections needs to be included in the Processor. Any heralding and/or any post-selection should also be defined within the *Processor* (see *Processor* for more information)\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "#### The Heralded (Knill) CNOT gate" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "HERALDED CNOT\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Φ=pi\n", "\n", "\n", "Φ=pi\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Θ=1.910633\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "Θ=1.910633\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Θ=10.655737\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Θ=0.61548\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "H\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "0\n", "1\n", "[ctrl]\n", "\n", "2\n", "3\n", "[data]\n", "\n", "[herald0]\n", "1\n", "\n", "[herald1]\n", "1\n", "\n", "0\n", "1\n", "[ctrl]\n", "\n", "2\n", "3\n", "[data]\n", "\n", "[herald0]\n", "1\n", "\n", "[herald1]\n", "1\n", "" ], "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cnot = catalog[\"heralded cnot\"].build_processor()\n", "pcvl.pdisplay(cnot, recursive=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Instantiating a *ProcessTomography* object with Knill CNOT gate from Perceval's catalog with a perfect source and computing the $\\chi$ matrix for the gate operation." ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qpt = ProcessTomography(operator_processor=cnot)\n", "chi_op = qpt.chi_matrix() # computing the chi matrix\n", "pcvl.pdisplay(qpt, render_size=(15,30)) # visualization of the same chi" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "## Process Fidelity Computations\n", "\n", "Once having the χ matrix, it might be useful to know how close the heralded gate is to the real CNOT operation. We can compute the process fidelity $$F_{\\chi}= Tr({\\chi}_{ideal} {\\chi}_{physical})$$" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Process Fidelity of CNOT gate operation 1.0000000000000018\n" ] } ], "source": [ "# checking fidelity\n", "op_CX = np.array([[1, 0, 0, 0],\n", " [0, 1, 0, 0],\n", " [0, 0, 0, 1],\n", " [0, 0, 1, 0]], dtype='complex_')\n", "\n", "chi_op_ideal = qpt.chi_target(op_CX)\n", "cnot_fidelity = process_fidelity(chi_op, chi_op_ideal)\n", "print(\"Process Fidelity of CNOT gate operation\", cnot_fidelity)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "As expected, the fidelity is one. The gate behaves as designed in the ideal case." ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2023-11-10T15:04:01.749081Z", "start_time": "2023-11-10T15:04:01.727851Z" }, "collapsed": false }, "source": [ "## Average fidelity\n", "Computing the process fidelity can be quite long because we are manipulating matrices that scale exponentially with the number of qubits. If we are only interested in the fidelity of the gate, we can compute its average fidelity : $$\\bar{F}= \\frac{1}{d+1}+\\frac{1}{d^2(d+1)}\\sum_j Tr(U E_j^† U^† \\varepsilon(E_j))$$" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "average fidelity : 0.999999999999995\n" ] } ], "source": [ "f_avg = qpt.average_fidelity(op_CX)\n", "print(\"average fidelity :\",f_avg)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "## Physicality of the maps\n", "\n", "When we reconstruct a process map, an important question is to know whether it is physical or not. A map is called physical if it is trace-preserving (TP), Hermitian, and completely positive (CP).\n", "\n", "A map is TP if its $\\chi$ matrix is trace 1. To check the CP part is a bit more difficult: The general algorithm (for finite dimensions is using the Choi-Jamiolkowski-isomorphism).\n", "\n", "A map $\\epsilon$ is CP iff the Choi matrix\n", "$$S:=(\\varepsilon \\otimes I_d)(\\ket{\\Omega}\\bra{\\Omega})$$\n", "is a positive semidefinite matrix, where ∣Ω⟩=∑i=1d​∣ii⟩ is the maximally entangled state." ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Results from testing the physicality of the Chi matrix for the CNOT gate operation\n", "{'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n" ] } ], "source": [ "print('Results from testing the physicality of the Chi matrix for the CNOT gate operation')\n", "print(is_physical(chi_op, 2))" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "It must be mentioned that the $\\chi$ computed by tomography is normalized by the gate efficiency to be a trace preserving physical map. The user can, however, ask for the un-normalized $\\chi$ and the gate efficiency if needed." ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Un normalized Chi matrix is not physical: not Trace preserving\n", "{'Trace=1': False, 'Hermitian': True, 'Completely Positive': True}\n", "Gate efficiency of the Knill CNOT implemented is = (0.07407407407407397-1.3688516820577952e-17j)\n" ] } ], "source": [ "chi_raw = qpt.chi_unnormalized\n", "gate_eff = qpt.gate_efficiency\n", "print(\"Un normalized Chi matrix is not physical: not Trace preserving\")\n", "print(is_physical(chi_raw, 2))\n", "print(\"Gate efficiency of the Knill CNOT implemented is =\", gate_eff)" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2023-11-10T15:13:25.676465Z", "start_time": "2023-11-10T15:13:25.663909Z" }, "collapsed": false }, "source": [ "## Error Process Map\n", "\n", "A nice way to highlight the errors in the computation is to look at the error process map. $$\\chi_{err}=V \\chi V^†$$\n", "\n", "$$V_{mn} = \\frac{Tr(E_m^† E_n U^†)}{d}$$\n", "\n", "The error map is computed in the following cell by incorporating source imperfections to the CNOT gate processor." ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "The upper left coefficient of the error process map (0.9460501201747041+1.2248239266005459e-16j)\n" ] } ], "source": [ "# Error map for an operation with an imperfect source with properties g2=0.00732, indistinguishability=0.9438\n", "src = Source(multiphoton_component=0.00732, indistinguishability=0.9438)\n", "cnot_imperfect_src = catalog[\"heralded cnot\"].build_processor()\n", "cnot_imperfect_src.source = src\n", "\n", "qpt_imperfect_source = ProcessTomography(nqubit=2, operator_processor=cnot_imperfect_src)\n", "chi_op_imperfect_src = qpt_imperfect_source.chi_matrix() # computing the chi matrix\n", "\n", "U=qpt_imperfect_source.error_process_matrix(chi_op_imperfect_src, op_CX)\n", "\n", "# many values too small in U, filtering them out\n", "U = np.where(abs(U)<1e-6, 0, U)\n", "\n", "plt.imshow((abs(U)), norm='logit')\n", "plt.suptitle('Absolute values of Error Process Map')\n", "plt.title('Colors on log scale, white pixels denote values where U=0')\n", "plt.colorbar()\n", "plt.show()\n", "\n", "print('The upper left coefficient of the error process map', U[0,0])" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The upper left coefficient is the process fidelity while all the other non-zero coefficients represent some kind of errors. For example, non-zero imaginary coefficients on the first row (or first column) represent first-order unitary errors. Non-zero diagonal coefficients represent Pauli errors." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "## Maximum Likelihood Estimation (MLE) for Tomography" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "An interesting question is to explore techniques to generate completely positive maps. Perceval features an implementations of maximum likelihood estimation for State and Process Tomography." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "State Tomography using MLE is demonstrated by creating a processor that generates a GHZ state." ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fidelity of the GHZ state reconstruction : 1.0000000000000005551\n", "Trace of the reconstructed density matrix : (1-3.7982270983039195e-65j)\n" ] } ], "source": [ "GHZ_TARGET = np.zeros((8, 8))\n", "GHZ_TARGET[0, 0], GHZ_TARGET[0, -1], GHZ_TARGET[-1, 0], GHZ_TARGET[-1, -1] = 1, 1, 1, 1\n", "GHZ_TARGET /= 2\n", "\n", "# Creating a processor to generate GHZ state\n", "ghz_state_proc = Processor(\"SLOS\", 6)\n", "ghz_state_proc.add(0, BS.H())\n", "ghz_state_proc.add(0, cnot)\n", "ghz_state_proc.add(2, cnot)\n", "\n", "# performing state tomography on the processor to reconstruct GHZ state\n", "s_mle = StateTomographyMLE(ghz_state_proc)\n", "ghz_state = s_mle.state_tomography_density_matrix()\n", "\n", "fidelity = s_mle.state_fidelity(GHZ_TARGET, ghz_state)\n", "\n", "print(\"Fidelity of the GHZ state reconstruction :\", fidelity)\n", "print(\"Trace of the reconstructed density matrix :\", np.trace(ghz_state))" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The Knill CNOT gate, previously used in process tomography, is utilized here to illustrate how the MLE technique reconstructs a physical process map.\n", "\n", "Remark: The construction of $\\chi$ matrix here does not include normalization by the gate efficiency which had produced an unphysical map earlier with un-normalised $\\chi$." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "# Performing process tomography using MLE\n", "qpt_mle = ProcessTomographyMLE(operator_processor=cnot)\n", "chi_cnot_mle = qpt_mle.chi_matrix()\n", "\n", "chi_cnot_mle_ideal = qpt_mle.chi_target(op_CX)\n", "cnot_mle_fidelity = process_fidelity(chi_cnot_mle, chi_cnot_mle_ideal)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The fidelity of process tomography MLE to reconstruct the process map : 1.0\n", "Is this process physical {'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n" ] } ], "source": [ "print('The fidelity of process tomography MLE to reconstruct the process map :', cnot_mle_fidelity)\n", "print('Is this process physical', is_physical(chi_cnot_mle, 2))" ] } ], "metadata": { "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 }